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ORCIDBibTeX records: Zoran Obradovic
@inproceedings{DBLP:conf/hicss/BaembitovKSO24,
author = {Rashid Baembitov and
Mladen Kezunovic and
Daniel Saranovic and
Zoran Obradovic},
editor = {Tung X. Bui},
title = {Sensitivity Analysis of Machine Learning Algorithms for Outage Risk
Prediction},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {3150--3159},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/106763},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/BaembitovKSO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BaembitovKBO23,
author = {Rashid Baembitov and
Mladen Kezunovic and
Keith A. Brewster and
Zoran Obradovic},
title = {Incorporating Wind Modeling Into Electric Grid Outage Risk Prediction
and Mitigation Solution},
journal = {{IEEE} Access},
volume = {11},
pages = {4373--4380},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3234984},
doi = {10.1109/ACCESS.2023.3234984},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BaembitovKBO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlqudahKO23,
author = {Mohammad Alqudah and
Mladen Kezunovic and
Zoran Obradovic},
title = {Automated Power System Fault Prediction and Precursor Discovery Using
Multi-Modal Data},
journal = {{IEEE} Access},
volume = {11},
pages = {7283--7296},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2022.3233219},
doi = {10.1109/ACCESS.2022.3233219},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AlqudahKO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlshehriPDO23,
author = {Jumanah Alshehri and
Martin Pavlovski and
Eduard C. Dragut and
Zoran Obradovic},
title = {Aligning Comments to News Articles on a Budget},
journal = {{IEEE} Access},
volume = {11},
pages = {18900--18909},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3247948},
doi = {10.1109/ACCESS.2023.3247948},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AlshehriPDO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlqudahO23,
author = {Mohammad Alqudah and
Zoran Obradovic},
title = {Enhancing Weather-Related Outage Prediction and Precursor Discovery
Through Attention-Based Multi-Level Modeling},
journal = {{IEEE} Access},
volume = {11},
pages = {94840--94851},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3303110},
doi = {10.1109/ACCESS.2023.3303110},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AlqudahO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AljurbuaAAPO23,
author = {Rafaa Aljurbua and
Jumanah Alshehri and
Abdulrahman Alharbi and
William Power and
Zoran Obradovic},
title = {Social Media Sensors for Weather-Caused Outage Prediction Based on
Spatio-Temporal Multiplex Network Representation},
journal = {{IEEE} Access},
volume = {11},
pages = {125883--125896},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3327444},
doi = {10.1109/ACCESS.2023.3327444},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AljurbuaAAPO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/StanojevicAKHCHKO23,
author = {Marija Stanojevic and
Jovan Andjelkovic and
Adrienne Kasprowicz and
Louise A. Huuki and
Jennifer Chao and
S. Blair Hedges and
Sudhir Kumar and
Zoran Obradovic},
title = {Discovering research articles containing evolutionary timetrees by
machine learning},
journal = {Bioinform.},
volume = {39},
number = {1},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad035},
doi = {10.1093/BIOINFORMATICS/BTAD035},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/StanojevicAKHCHKO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/PolychronopoulouAO23,
author = {Athanasia Polychronopoulou and
Jumanah Alshehri and
Zoran Obradovic},
title = {Quantum-inspired measures of network distinguishability},
journal = {Soc. Netw. Anal. Min.},
volume = {13},
number = {1},
pages = {69},
year = {2023},
url = {https://doi.org/10.1007/s13278-023-01069-w},
doi = {10.1007/S13278-023-01069-W},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/PolychronopoulouAO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/HaiWLBPOR23,
author = {Ameen Abdel Hai and
Mark G. Weiner and
Alice Livshits and
Jeremiah R. Brown and
Anuradha Paranjape and
Zoran Obradovic and
Daniel J. Rubin},
editor = {Jose M. Juarez and
Mar Marcos and
Gregor Stiglic and
Allan Tucker},
title = {Spatial Knowledge Transfer with Deep Adaptation Network for Predicting
Hospital Readmission},
booktitle = {Artificial Intelligence in Medicine - 21st International Conference
on Artificial Intelligence in Medicine, {AIME} 2023, Portoro{\v{z}},
Slovenia, June 12-15, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13897},
pages = {130--139},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34344-5\_17},
doi = {10.1007/978-3-031-34344-5\_17},
timestamp = {Wed, 07 Jun 2023 17:50:28 +0200},
biburl = {https://dblp.org/rec/conf/aime/HaiWLBPOR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OtudiGAO23,
author = {Hussain Otudi and
Shelly Gupta and
Nouf Albarakati and
Zoran Obradovic},
editor = {B. Aditya Prakash and
Dong Wang and
Tim Weninger},
title = {Classifying Severe Weather Events by Utilizing Social Sensor Data
and Social Network Analysis},
booktitle = {Proceedings of the International Conference on Advances in Social
Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
6-9, 2023},
pages = {64--71},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3625007.3627298},
doi = {10.1145/3625007.3627298},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/OtudiGAO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/PowerO23,
author = {William Power and
Zoran Obradovic},
editor = {B. Aditya Prakash and
Dong Wang and
Tim Weninger},
title = {Understanding Online Attitudes with Pre-Trained Language Models},
booktitle = {Proceedings of the International Conference on Advances in Social
Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
6-9, 2023},
pages = {745--752},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3625007.3627302},
doi = {10.1145/3625007.3627302},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/PowerO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/OtudiMKHO23,
author = {Hussain Otudi and
Taif Mohamed and
Mladen Kezunovic and
Yi Hu and
Zoran Obradovic},
editor = {Tung X. Bui},
title = {Training Machine Learning Models with Simulated Data for Improved
Line Fault Events Classification From 3-Phase {PMU} Field Recordings},
booktitle = {56th Hawaii International Conference on System Sciences, {HICSS} 2023,
Maui, Hawaii, USA, January 3-6, 2023},
pages = {2641--2650},
publisher = {ScholarSpace},
year = {2023},
url = {https://hdl.handle.net/10125/102957},
timestamp = {Thu, 16 Feb 2023 16:52:47 +0100},
biburl = {https://dblp.org/rec/conf/hicss/OtudiMKHO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Obradovic22,
author = {Zoran Obradovic},
title = {\emph{Call for Papers: } Big Data},
journal = {Big Data},
volume = {10},
number = {4},
pages = {277--278},
year = {2022},
url = {https://doi.org/10.1089/big.2022.29053.cfp},
doi = {10.1089/BIG.2022.29053.CFP},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/Obradovic22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhouGNPDOQ22,
author = {Fang Zhou and
Suting Gao and
Lyu Ni and
Martin Pavlovski and
Qiwen Dong and
Zoran Obradovic and
Weining Qian},
title = {Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped
data classification},
journal = {Data Min. Knowl. Discov.},
volume = {36},
number = {5},
pages = {1601--1622},
year = {2022},
url = {https://doi.org/10.1007/s10618-022-00838-z},
doi = {10.1007/S10618-022-00838-Z},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhouGNPDOQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BasicAO22,
author = {Milan Basic and
Branko Arsic and
Zoran Obradovic},
title = {Another estimation of Laplacian spectrum of the Kronecker product
of graphs},
journal = {Inf. Sci.},
volume = {609},
pages = {605--625},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.07.082},
doi = {10.1016/J.INS.2022.07.082},
timestamp = {Thu, 08 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BasicAO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HaiWPLBOR22,
author = {Ameen Abdel Hai and
Mark G. Weiner and
Anuradha Paranjape and
Alice Livshits and
Jeremiah R. Brown and
Zoran Obradovic and
Daniel J. Rubin},
title = {Deep Learning vs Traditional Models for Predicting Hospital Readmission
among Patients with Diabetes},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f006-1.4642154/f006-1.4642155/1066-1.4642393/1150-1.4642390},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/HaiWPLBOR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ShenHHMOD22,
author = {Chen Shen and
Chao Han and
Lihong He and
Arjun Mukherjee and
Zoran Obradovic and
Eduard C. Dragut},
title = {Session-based News Recommendation from Temporal User Commenting Dynamics},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13,
2022},
pages = {163--170},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ASONAM55673.2022.10068595},
doi = {10.1109/ASONAM55673.2022.10068595},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/ShenHHMOD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexis/Obradovic22,
author = {Zoran Obradovic},
editor = {Min Xie and
Reinhold Behringer and
Victor Chang},
title = {Event Detection and Classification in Big IoT Networks from Scarce
and Imprecise Labels},
booktitle = {Proceedings of the 7th International Conference on Complexity, Future
Information Systems and Risk, {COMPLEXIS} 2022, Online Streaming,
April 23-24, 2022},
pages = {5},
publisher = {{SCITEPRESS}},
year = {2022},
timestamp = {Mon, 28 Aug 2023 09:49:11 +0200},
biburl = {https://dblp.org/rec/conf/complexis/Obradovic22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LiPZDQO22,
author = {Xiaoyang Li and
Martin Pavlovski and
Fang Zhou and
Qiwen Dong and
Weining Qian and
Zoran Obradovic},
editor = {Arnab Bhattacharya and
Janice Lee and
Mong Li and
Divyakant Agrawal and
P. Krishna Reddy and
Mukesh K. Mohania and
Anirban Mondal and
Vikram Goyal and
Rage Uday Kiran},
title = {Supervised Multi-view Latent Space Learning by Jointly Preserving
Similarities Across Views and Samples},
booktitle = {Database Systems for Advanced Applications - 27th International Conference,
{DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {13246},
pages = {689--696},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-00126-0\_53},
doi = {10.1007/978-3-031-00126-0\_53},
timestamp = {Fri, 29 Apr 2022 14:50:38 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/LiPZDQO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/OtudiDMKHO22,
author = {Hussain Otudi and
Tatjana Dokic and
Taif Mohamed and
Mladen Kezunovic and
Yi Hu and
Zoran Obradovic},
title = {Line Faults Classification Using Machine Learning on Three Phase Voltages
Extracted from Large Dataset of {PMU} Measurements},
booktitle = {55th Hawaii International Conference on System Sciences, {HICSS} 2022,
Virtual Event / Maui, Hawaii, USA, January 4-7, 2022},
pages = {1--10},
publisher = {ScholarSpace},
year = {2022},
url = {http://hdl.handle.net/10125/79760},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/OtudiDMKHO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/StanojevicNKO22,
author = {Marija Stanojevic and
Lesley A. Norris and
Philip C. Kendall and
Zoran Obradovic},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Predicting anxiety treatment outcomes with machine learning},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {957--962},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00160},
doi = {10.1109/ICMLA55696.2022.00160},
timestamp = {Wed, 29 Mar 2023 19:23:50 +0200},
biburl = {https://dblp.org/rec/conf/icmla/StanojevicNKO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MarkovicDZO22,
author = {Tijana Markovic and
Vladan Devedzic and
Fang Zhou and
Zoran Obradovic},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Software package for regression algorithms based on Gaussian Conditional
Random Fields},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1121--1128},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00184},
doi = {10.1109/ICMLA55696.2022.00184},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/MarkovicDZO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HaiMPKO22,
author = {Ameen Abdel Hai and
Taif Mohamed and
Martin Pavlovski and
Mladen Kezunovic and
Zoran Obradovic},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Transfer Learning on Phasor Measurement Data from a Power System to
Detect Events in Another System},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1567--1572},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00244},
doi = {10.1109/ICMLA55696.2022.00244},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HaiMPKO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlshehriSDO22,
author = {Jumanah Alshehri and
Marija Stanojevic and
Eduard C. Dragut and
Zoran Obradovic},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {On Label Quality in Class Imbalance Setting -A Case Study},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1666--1671},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00256},
doi = {10.1109/ICMLA55696.2022.00256},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlshehriSDO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotbd/Obradovic22,
author = {Zoran Obradovic},
editor = {Denis Bastieri and
Gary B. Wills and
P{\'{e}}ter Kacsuk and
Victor Chang},
title = {Event Detection and Classification in Big IoT Networks from Scarce
and Imprecise Labels},
booktitle = {Proceedings of the 7th International Conference on Internet of Things,
Big Data and Security, IoTBDS 2022, Online Streaming, April 22-24,
2022},
pages = {7},
publisher = {{SCITEPRESS}},
year = {2022},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/iotbd/Obradovic22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/MohamedKOHC22,
author = {Taif Mohamed and
Mladen Kezunovic and
Zoran Obradovic and
Yi Hu and
Zheyuan Cheng},
title = {Application of Machine Learning to Oscillation Detection using {PMU}
Data based on Prony Analysis},
booktitle = {{IEEE} {PES} Innovative Smart Grid Technologies Conference Europe,
ISGT-Europe 2022, Novi Sad, Serbia, October 10-12, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISGT-Europe54678.2022.9960589},
doi = {10.1109/ISGT-EUROPE54678.2022.9960589},
timestamp = {Tue, 06 Dec 2022 09:27:59 +0100},
biburl = {https://dblp.org/rec/conf/isgteurope/MohamedKOHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlshehriSKRDO22,
author = {Jumanah Alshehri and
Marija Stanojevic and
Parisa Khan and
Benjamin Rapp and
Eduard C. Dragut and
Zoran Obradovic},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {MultiLayerET: {A} Unified Representation of Entities and Topics Using
Multilayer Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {671--687},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_39},
doi = {10.1007/978-3-031-26390-3\_39},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AlshehriSKRDO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO22,
author = {Shoumik Roychoudhury and
Fang Zhou and
Zoran Obradovic},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Leveraging Dependencies among Learned Temporal Subsequences},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {504--512},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.57},
doi = {10.1137/1.9781611977172.57},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08832,
author = {Mohammad Alqudah and
Tatjana Dokic and
Mladen Kezunovic and
Zoran Obradovic},
title = {Prediction of Solar Radiation Based on Spatial and Temporal Embeddings
for Solar Generation Forecast},
journal = {CoRR},
volume = {abs/2206.08832},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08832},
doi = {10.48550/ARXIV.2206.08832},
eprinttype = {arXiv},
eprint = {2206.08832},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HaiDPMSAKO21,
author = {Ameen Abdel Hai and
Tatjana Dokic and
Martin Pavlovski and
Taif Mohamed and
Daniel Saranovic and
Mohammad Alqudah and
Mladen Kezunovic and
Zoran Obradovic},
title = {Transfer Learning for Event Detection From {PMU} Measurements With
Scarce Labels},
journal = {{IEEE} Access},
volume = {9},
pages = {127420--127432},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3111727},
doi = {10.1109/ACCESS.2021.3111727},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HaiDPMSAKO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/SaranovicPPSO21,
author = {Daniel Saranovic and
Martin Pavlovski and
William Power and
Ivan Stojkovic and
Zoran Obradovic},
title = {Interception of automated adversarial drone swarms in partially observed
environments},
journal = {Integr. Comput. Aided Eng.},
volume = {28},
number = {4},
pages = {335--348},
year = {2021},
url = {https://doi.org/10.3233/ICA-210653},
doi = {10.3233/ICA-210653},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icae/SaranovicPPSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/ZhaoKODFGKMMOSS21,
author = {Bi Zhao and
Akila Katuwawala and
Christopher J. Oldfield and
A. Keith Dunker and
Eshel Faraggi and
J{\"{o}}rg Gsponer and
Andrzej Kloczkowski and
Nawar Malhis and
Milot Mirdita and
Zoran Obradovic and
Johannes S{\"{o}}ding and
Martin Steinegger and
Yaoqi Zhou and
Lukasz A. Kurgan},
title = {DescribePROT: database of amino acid-level protein structure and function
predictions},
journal = {Nucleic Acids Res.},
volume = {49},
number = {Database-Issue},
pages = {D298--D308},
year = {2021},
url = {https://doi.org/10.1093/nar/gkaa931},
doi = {10.1093/NAR/GKAA931},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nar/ZhaoKODFGKMMOSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/PavlovskiADHKO21,
author = {Martin Pavlovski and
Mohammad Alqudah and
Tatjana Dokic and
Ameen Abdel Hai and
Mladen Kezunovic and
Zoran Obradovic},
title = {Hierarchical Convolutional Neural Networks for Event Classification
on {PMU} Measurements},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {70},
pages = {1--13},
year = {2021},
url = {https://doi.org/10.1109/TIM.2021.3115583},
doi = {10.1109/TIM.2021.3115583},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tim/PavlovskiADHKO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Polychronopoulou21,
author = {Athanasia Polychronopoulou and
Jumanah Alshehri and
Zoran Obradovic},
editor = {Michele Coscia and
Alfredo Cuzzocrea and
Kai Shu and
Ralf Klamma and
Sharyn O'Halloran and
Jon G. Rokne},
title = {Distinguishability of graphs: a case for quantum-inspired measures},
booktitle = {{ASONAM} '21: International Conference on Advances in Social Networks
Analysis and Mining, Virtual Event, The Netherlands, November 8 -
11, 2021},
pages = {48--55},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3487351.3488330},
doi = {10.1145/3487351.3488330},
timestamp = {Mon, 24 Jan 2022 09:34:23 +0100},
biburl = {https://dblp.org/rec/conf/asunam/Polychronopoulou21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Polychronopoulou21a,
author = {Athanasia Polychronopoulou and
Fang Zhou and
Zoran Obradovic},
editor = {Michele Coscia and
Alfredo Cuzzocrea and
Kai Shu and
Ralf Klamma and
Sharyn O'Halloran and
Jon G. Rokne},
title = {Cosine similarity for multiplex network summarization},
booktitle = {{ASONAM} '21: International Conference on Advances in Social Networks
Analysis and Mining, Virtual Event, The Netherlands, November 8 -
11, 2021},
pages = {56--63},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3487351.3488331},
doi = {10.1145/3487351.3488331},
timestamp = {Mon, 24 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/Polychronopoulou21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/AlshehriSDO21,
author = {Jumanah Alshehri and
Marija Stanojevic and
Eduard C. Dragut and
Zoran Obradovic},
editor = {Djoerd Hiemstra and
Marie{-}Francine Moens and
Josiane Mothe and
Raffaele Perego and
Martin Potthast and
Fabrizio Sebastiani},
title = {Stay on Topic, Please: Aligning User Comments to the Content of a
News Article},
booktitle = {Advances in Information Retrieval - 43rd European Conference on {IR}
Research, {ECIR} 2021, Virtual Event, March 28 - April 1, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12656},
pages = {3--17},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72113-8\_1},
doi = {10.1007/978-3-030-72113-8\_1},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/AlshehriSDO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/BaembitovDKHO21,
author = {Rashid Baembitov and
Tatjana Dokic and
Mladen Kezunovic and
Yi Hu and
Zoran Obradovic},
title = {Fast Extraction and Characterization of Fundamental Frequency Events
from a Large {PMU} Dataset using Big Data Analytics},
booktitle = {54th Hawaii International Conference on System Sciences, {HICSS} 2021,
Kauai, Hawaii, USA, January 5, 2021},
pages = {1--10},
publisher = {ScholarSpace},
year = {2021},
url = {https://hdl.handle.net/10125/71004},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/BaembitovDKHO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02924,
author = {Milan Basic and
Branko Arsic and
Zoran Obradovic},
title = {Another estimation of Laplacian spectrum of the Kronecker product
of graphs},
journal = {CoRR},
volume = {abs/2102.02924},
year = {2021},
url = {https://arxiv.org/abs/2102.02924},
eprinttype = {arXiv},
eprint = {2102.02924},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06130,
author = {Jumanah Alshehri and
Marija Stanojevic and
Eduard C. Dragut and
Zoran Obradovic},
title = {Stay on Topic, Please: Aligning User Comments to the Content of a
News Article},
journal = {CoRR},
volume = {abs/2103.06130},
year = {2021},
url = {https://arxiv.org/abs/2103.06130},
eprinttype = {arXiv},
eprint = {2103.06130},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/LjubicRCPONGO20,
author = {Branimir Ljubic and
Shoumik Roychoudhury and
Xi Hang Cao and
Martin Pavlovski and
Stefan Obradovic and
Richard Nair and
Lucas Glass and
Zoran Obradovic},
title = {Influence of medical domain knowledge on deep learning for Alzheimer's
disease prediction},
journal = {Comput. Methods Programs Biomed.},
volume = {197},
pages = {105765},
year = {2020},
url = {https://doi.org/10.1016/j.cmpb.2020.105765},
doi = {10.1016/J.CMPB.2020.105765},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/LjubicRCPONGO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/LjubicHSDPPO20,
author = {Branimir Ljubic and
Ameen Abdel Hai and
Marija Stanojevic and
Wilson Diaz and
Daniel Polimac and
Martin Pavlovski and
Zoran Obradovic},
title = {Predicting complications of diabetes mellitus using advanced machine
learning algorithms},
journal = {J. Am. Medical Informatics Assoc.},
volume = {27},
number = {9},
pages = {1343--1351},
year = {2020},
url = {https://doi.org/10.1093/jamia/ocaa120},
doi = {10.1093/JAMIA/OCAA120},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/LjubicHSDPPO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhouGGGO20,
author = {Fang Zhou and
Avrum Gillespie and
Djordje Gligorijevic and
Jelena Gligorijevic and
Zoran Obradovic},
title = {Use of disease embedding technique to predict the risk of progression
to end-stage renal disease},
journal = {J. Biomed. Informatics},
volume = {105},
pages = {103409},
year = {2020},
url = {https://doi.org/10.1016/j.jbi.2020.103409},
doi = {10.1016/J.JBI.2020.103409},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ZhouGGGO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/HeHMOD20,
author = {Lihong He and
Chao Han and
Arjun Mukherjee and
Zoran Obradovic and
Eduard C. Dragut},
title = {On the dynamics of user engagement in news comment media},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {1},
year = {2020},
url = {https://doi.org/10.1002/widm.1342},
doi = {10.1002/WIDM.1342},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/HeHMOD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/AlqudahDKO20,
author = {Mohammad Alqudah and
Tatjana Djokic and
Mladen Kezunovic and
Zoran Obradovic},
title = {Prediction of Solar Radiation Based on Spatial and Temporal Embeddings
for Solar Generation Forecast},
booktitle = {53rd Hawaii International Conference on System Sciences, {HICSS} 2020,
Maui, Hawaii, USA, January 7-10, 2020},
pages = {1--10},
publisher = {ScholarSpace},
year = {2020},
url = {https://hdl.handle.net/10125/64105},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/AlqudahDKO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PowerPSSO20,
author = {William Power and
Martin Pavlovski and
Daniel Saranovic and
Ivan Stojkovic and
Zoran Obradovic},
editor = {Ilias Maglogiannis and
Lazaros Iliadis and
Elias Pimenidis},
title = {Autonomous Navigation for Drone Swarms in GPS-Denied Environments
Using Structured Learning},
booktitle = {Artificial Intelligence Applications and Innovations - 16th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2020, Neos Marmaras, Greece,
June 5-7, 2020, Proceedings, Part {II}},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {584},
pages = {219--231},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49186-4\_19},
doi = {10.1007/978-3-030-49186-4\_19},
timestamp = {Wed, 05 Oct 2022 21:11:03 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/PowerPSSO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PavlovskiGSAKGB20,
author = {Martin Pavlovski and
Jelena Gligorijevic and
Ivan Stojkovic and
Shubham Agrawal and
Shabhareesh Komirishetty and
Djordje Gligorijevic and
Narayan Bhamidipati and
Zoran Obradovic},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Time-Aware User Embeddings as a Service},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3194--3202},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403371},
doi = {10.1145/3394486.3403371},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PavlovskiGSAKGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00950,
author = {Quang Pham and
Marija Stanojevic and
Zoran Obradovic},
title = {Extracting Entities and Topics from News and Connecting Criminal Records},
journal = {CoRR},
volume = {abs/2005.00950},
year = {2020},
url = {https://arxiv.org/abs/2005.00950},
eprinttype = {arXiv},
eprint = {2005.00950},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Obradovic19,
author = {Zoran Obradovic},
title = {Editorial Message},
journal = {Big Data},
volume = {7},
number = {3},
pages = {139},
year = {2019},
url = {https://doi.org/10.1089/big.2019.29031.zob},
doi = {10.1089/BIG.2019.29031.ZOB},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/Obradovic19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Obradovic19a,
author = {Zoran Obradovic},
title = {Editorial Message},
journal = {Big Data},
volume = {7},
number = {4},
pages = {216--217},
year = {2019},
url = {https://doi.org/10.1089/big.2019.29033.zob},
doi = {10.1089/BIG.2019.29033.ZOB},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/Obradovic19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GligorijevicGSB19,
author = {Jelena Gligorijevic and
Djordje Gligorijevic and
Ivan Stojkovic and
Xiao Bai and
Amit Goyal and
Zoran Obradovic},
title = {Deeply supervised model for click-through rate prediction in sponsored
search},
journal = {Data Min. Knowl. Discov.},
volume = {33},
number = {5},
pages = {1446--1467},
year = {2019},
url = {https://doi.org/10.1007/s10618-019-00625-3},
doi = {10.1007/S10618-019-00625-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/GligorijevicGSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/AlbarakatiO19,
author = {Nouf Albarakati and
Zoran Obradovic},
title = {Multi-domain and multi-view networks model for clustering hospital
admissions from the emergency department},
journal = {Int. J. Data Sci. Anal.},
volume = {8},
number = {4},
pages = {385--403},
year = {2019},
url = {https://doi.org/10.1007/s41060-018-0147-5},
doi = {10.1007/S41060-018-0147-5},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/AlbarakatiO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/GligorijevicGPM19,
author = {Jelena Gligorijevic and
Djordje Gligorijevic and
Martin Pavlovski and
Elizabeth Milkovits and
Lucas Glass and
Kevin Grier and
Praveen Vankireddy and
Zoran Obradovic},
title = {Optimizing clinical trials recruitment via deep learning},
journal = {J. Am. Medical Informatics Assoc.},
volume = {26},
number = {11},
pages = {1195--1202},
year = {2019},
url = {https://doi.org/10.1093/jamia/ocz064},
doi = {10.1093/JAMIA/OCZ064},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/GligorijevicGPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/LjubicGGPO19,
author = {Branimir Ljubic and
Djordje Gligorijevic and
Jelena Gligorijevic and
Martin Pavlovski and
Zoran Obradovic},
title = {Social network analysis for better understanding of influenza},
journal = {J. Biomed. Informatics},
volume = {93},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103161},
doi = {10.1016/J.JBI.2019.103161},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/LjubicGGPO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/CaoHGKO19,
author = {Xi Hang Cao and
Chao Han and
Lucas M. Glass and
Allen Kindman and
Zoran Obradovic},
title = {Time-to-event estimation by re-defining time},
journal = {J. Biomed. Informatics},
volume = {100},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103326},
doi = {10.1016/J.JBI.2019.103326},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/CaoHGKO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/StanojevicAO19,
author = {Marija Stanojevic and
Jumanah Alshehri and
Zoran Obradovic},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {Surveying public opinion using label prediction on social media data},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {188--195},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3342861},
doi = {10.1145/3341161.3342861},
timestamp = {Sat, 09 Apr 2022 12:39:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/StanojevicAO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cybersa/AsadiRO19,
author = {Nima Asadi and
Aunshul Rege and
Zoran Obradovic},
title = {Pattern discovery in intrusion chains and adversarial movement},
booktitle = {International Conference on Cyber Situational Awareness, Data Analytics
And Assessment, Cyber {SA} 2019, Oxford, United Kingdom, June 3-4,
2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CyberSA.2019.8899391},
doi = {10.1109/CYBERSA.2019.8899391},
timestamp = {Mon, 25 Nov 2019 12:51:24 +0100},
biburl = {https://dblp.org/rec/conf/cybersa/AsadiRO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/DokicPGKO19,
author = {Tatjana Dokic and
Martin Pavlovski and
Djordje Gligorijevic and
Mladen Kezunovic and
Zoran Obradovic},
editor = {Tung Bui},
title = {Spatially Aware Ensemble-Based Learning to Predict Weather-Related
Outages in Transmission},
booktitle = {52nd Hawaii International Conference on System Sciences, {HICSS} 2019,
Grand Wailea, Maui, Hawaii, USA, January 8-11, 2019},
pages = {1--10},
publisher = {ScholarSpace},
year = {2019},
url = {https://hdl.handle.net/10125/59784},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/DokicPGKO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanCSGO19,
author = {Chao Han and
Xi Hang Cao and
Marija Stanojevic and
Mohamed F. Ghalwash and
Zoran Obradovic},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Temporal Graph Regression via Structure-Aware Intrinsic Representation
Learning},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {360--368},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.41},
doi = {10.1137/1.9781611975673.41},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanCSGO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO19,
author = {Shoumik Roychoudhury and
Fang Zhou and
Zoran Obradovic},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Leveraging Subsequence-orders for Univariate and Multivariate Time-series
Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {495--503},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.56},
doi = {10.1137/1.9781611975673.56},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/StanojevicADO19,
author = {Marija Stanojevic and
Jumanah Alshehri and
Eduard C. Dragut and
Zoran Obradovic},
editor = {Dyaa Albakour and
Miguel Martinez and
Sylvia Tippmann and
Ahmet Aker and
Jonathan Stray and
Shiri Dori{-}Hacohen and
Alberto Barr{\'{o}}n{-}Cede{\~{n}}o},
title = {Biased News Data Influence on Classifying Social Media Posts},
booktitle = {Proceedings of the Third International Workshop on Recent Trends in
News Information Retrieval, co-located with 42nd International {ACM}
Conference on Research and Development in Information Retrieval {(SIGIR}
2019), Paris, France, July 25, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2411},
pages = {3--8},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2411/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:16 +0100},
biburl = {https://dblp.org/rec/conf/sigir/StanojevicADO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00853,
author = {Milan Basic and
Branko Arsic and
Zoran Obradovic},
title = {Further results on structured regression for multi-scale networks},
journal = {CoRR},
volume = {abs/1909.00853},
year = {2019},
url = {http://arxiv.org/abs/1909.00853},
eprinttype = {arXiv},
eprint = {1909.00853},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Obradovic18,
author = {Zoran Obradovic},
title = {Editorial Message},
journal = {Big Data},
volume = {6},
number = {2},
pages = {67--68},
year = {2018},
url = {https://doi.org/10.1089/big.2018.29026.zob},
doi = {10.1089/BIG.2018.29026.ZOB},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/Obradovic18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Obradovic18a,
author = {Zoran Obradovic},
title = {Editorial Message},
journal = {Big Data},
volume = {6},
number = {3},
pages = {171--172},
year = {2018},
url = {https://doi.org/10.1089/big.2018.29027.zob},
doi = {10.1089/BIG.2018.29027.ZOB},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/Obradovic18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/ReljinOPM18,
author = {Irini Reljin and
Zoran Obradovic and
Mirjana B. Popovic and
Valeri M. Mladenov},
title = {New Methods for Analyzing Complex Biomedical Systems and Signals},
journal = {Complex.},
volume = {2018},
pages = {6405121:1--6405121:3},
year = {2018},
url = {https://doi.org/10.1155/2018/6405121},
doi = {10.1155/2018/6405121},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/ReljinOPM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/RegeOAPPMS18,
author = {Aunshul Rege and
Zoran Obradovic and
Nima Asadi and
Edward Parker and
Rohan Pandit and
Nicholas Masceri and
Brian Singer},
title = {Predicting Adversarial Cyber-Intrusion Stages Using Autoregressive
Neural Networks},
journal = {{IEEE} Intell. Syst.},
volume = {33},
number = {2},
pages = {29--39},
year = {2018},
url = {https://doi.org/10.1109/MIS.2018.111145153},
doi = {10.1109/MIS.2018.111145153},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/RegeOAPPMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/JelisavcicSMO18,
author = {Vladisav Jelisavcic and
Ivan Stojkovic and
Veljko Milutinovic and
Zoran Obradovic},
title = {Fast learning of scale-free networks based on Cholesky factorization},
journal = {Int. J. Intell. Syst.},
volume = {33},
number = {6},
pages = {1322--1339},
year = {2018},
url = {https://doi.org/10.1002/int.21984},
doi = {10.1002/INT.21984},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/JelisavcicSMO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/SinghDZBBFJKOVZ18,
author = {Lisa Singh and
Amol Deshpande and
Wenchao Zhou and
Arindam Banerjee and
Alex J. Bowers and
Sorelle A. Friedler and
H. V. Jagadish and
George Karypis and
Zoran Obradovic and
Anil Vullikanti and
Wangda Zuo},
title = {{NSF} {BIGDATA} {PI} Meeting - Domain-Specific Research Directions
and Data Sets},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {3},
pages = {32--35},
year = {2018},
url = {https://doi.org/10.1145/3316416.3316425},
doi = {10.1145/3316416.3316425},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/SinghDZBBFJKOVZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/JordanskiRMFO18,
author = {Milos Jordanski and
Milos D. Radovic and
Zarko Milosevic and
Nenad Filipovic and
Zoran Obradovic},
title = {Machine Learning Approach for Predicting Wall Shear Distribution for
Abdominal Aortic Aneurysm and Carotid Bifurcation Models},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {22},
number = {2},
pages = {537--544},
year = {2018},
url = {https://doi.org/10.1109/JBHI.2016.2639818},
doi = {10.1109/JBHI.2016.2639818},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/JordanskiRMFO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cybersa/AsadiRO18,
author = {Nima Asadi and
Aunshul Rege and
Zoran Obradovic},
title = {Analysis of Adversarial Movement Through Characteristics of Graph
Topological Ordering},
booktitle = {International Conference On Cyber Situational Awareness, Data Analytics
And Assessment, CyberSA 2018, Glasgow, Scotland, UK, June 11-12, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CyberSA.2018.8551361},
doi = {10.1109/CYBERSA.2018.8551361},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/cybersa/AsadiRO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/KezunovicODR18,
author = {Mladen Kezunovic and
Zoran Obradovic and
Tatjana Djokic and
Shoumik Roychoudhury},
editor = {Tung Bui},
title = {Systematic Framework for Integration of Weather Data into Prediction
Models for the Electric Grid Outage and Asset Management Applications},
booktitle = {51st Hawaii International Conference on System Sciences, {HICSS} 2018,
Hilton Waikoloa Village, Hawaii, USA, January 3-6, 2018},
pages = {1--10},
publisher = {ScholarSpace / {AIS} Electronic Library (AISeL)},
year = {2018},
url = {https://hdl.handle.net/10125/50234},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/KezunovicODR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/CaoHO18,
author = {Xi Hang Cao and
Chao Han and
Zoran Obradovic},
title = {Learning a Dynamic-Based Representation for Multivariate Biomarker
Time Series Classifications},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2018, New York City, NY, USA, June 4-7, 2018},
pages = {163--173},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICHI.2018.00026},
doi = {10.1109/ICHI.2018.00026},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/CaoHO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PavlovskiZAKO18,
author = {Martin Pavlovski and
Fang Zhou and
Nino Arsov and
Ljupco Kocarev and
Zoran Obradovic},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Generalization-Aware Structured Regression towards Balancing Bias
and Variance},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2616--2622},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/363},
doi = {10.24963/IJCAI.2018/363},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PavlovskiZAKO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/AsadiRO18,
author = {Nima Asadi and
Aunshul Rege and
Zoran Obradovic},
editor = {Robert Thomson and
Christopher L. Dancy and
Ayaz Hyder and
Halil Bisgin},
title = {Assessment of Group Dynamics During Cyber Crime Through Temporal Network
Topology},
booktitle = {Social, Cultural, and Behavioral Modeling - 11th International Conference,
SBP-BRiMS 2018, Washington, DC, USA, July 10-13, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10899},
pages = {401--407},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93372-6\_44},
doi = {10.1007/978-3-319-93372-6\_44},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/AsadiRO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GligorijevicSSS18,
author = {Djordje Gligorijevic and
Jelena Stojanovic and
Wayne Satz and
Ivan Stojkovic and
Kraftin Schreyer and
Daniel Del Portal and
Zoran Obradovic},
editor = {Martin Ester and
Dino Pedreschi},
title = {Deep Attention Model for Triage of Emergency Department Patients},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {297--305},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.34},
doi = {10.1137/1.9781611975321.34},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GligorijevicSSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GligorijevicGRG18,
author = {Djordje Gligorijevic and
Jelena Gligorijevic and
Aravindan Raghuveer and
Mihajlo Grbovic and
Zoran Obradovic},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Modeling Mobile User Actions for Purchase Recommendation using Deep
Memory Networks},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {1021--1024},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210138},
doi = {10.1145/3209978.3210138},
timestamp = {Wed, 16 Sep 2020 13:34:22 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GligorijevicGRG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/CaoOK18,
author = {Xi Hang Cao and
Zoran Obradovic and
Kyungnam Kim},
title = {A Simple yet Effective Model for Zero-Shot Learning},
booktitle = {2018 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2018, Lake Tahoe, NV, USA, March 12-15, 2018},
pages = {766--774},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/WACV.2018.00089},
doi = {10.1109/WACV.2018.00089},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/CaoOK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10705,
author = {Jelena Stojanovic and
Milos Jovanovic and
Djordje Gligorijevic and
Zoran Obradovic},
title = {Semi-supervised learning for structured regression on partially observed
attributed graphs},
journal = {CoRR},
volume = {abs/1803.10705},
year = {2018},
url = {http://arxiv.org/abs/1803.10705},
eprinttype = {arXiv},
eprint = {1803.10705},
timestamp = {Tue, 21 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10739,
author = {Jelena Gligorijevic and
Djordje Gligorijevic and
Ivan Stojkovic and
Xiao Bai and
Amit Goyal and
Zoran Obradovic},
title = {Deeply Supervised Semantic Model for Click-Through Rate Prediction
in Sponsored Search},
journal = {CoRR},
volume = {abs/1803.10739},
year = {2018},
url = {http://arxiv.org/abs/1803.10739},
eprinttype = {arXiv},
eprint = {1803.10739},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10799,
author = {Jelena Stojanovic and
Djordje Gligorijevic and
Zoran Obradovic},
title = {Modeling Customer Engagement from Partial Observations},
journal = {CoRR},
volume = {abs/1803.10799},
year = {2018},
url = {http://arxiv.org/abs/1803.10799},
eprinttype = {arXiv},
eprint = {1803.10799},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-11462,
author = {Djordje Gligorijevic and
Jelena Stojanovic and
Zoran Obradovic},
title = {Improving confidence while predicting trends in temporal disease networks},
journal = {CoRR},
volume = {abs/1803.11462},
year = {2018},
url = {http://arxiv.org/abs/1803.11462},
eprinttype = {arXiv},
eprint = {1803.11462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-11462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03240,
author = {Djordje Gligorijevic and
Jelena Stojanovic and
Wayne Satz and
Ivan Stojkovic and
Kraftin Schreyer and
Daniel Del Portal and
Zoran Obradovic},
title = {Deep Attention Model for Triage of Emergency Department Patients},
journal = {CoRR},
volume = {abs/1804.03240},
year = {2018},
url = {http://arxiv.org/abs/1804.03240},
eprinttype = {arXiv},
eprint = {1804.03240},
timestamp = {Sun, 22 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RadovicGFO17,
author = {Milos D. Radovic and
Mohamed F. Ghalwash and
Nenad Filipovic and
Zoran Obradovic},
title = {Minimum redundancy maximum relevance feature selection approach for
temporal gene expression data},
journal = {{BMC} Bioinform.},
volume = {18},
number = {1},
pages = {9:1--9:14},
year = {2017},
url = {https://doi.org/10.1186/s12859-016-1423-9},
doi = {10.1186/S12859-016-1423-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/RadovicGFO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/StojkovicO17,
author = {Ivan Stojkovic and
Zoran Obradovic},
title = {Sparse Learning of the Disease Severity Score for High-Dimensional
Data},
journal = {Complex.},
volume = {2017},
pages = {7120691:1--7120691:11},
year = {2017},
url = {https://doi.org/10.1155/2017/7120691},
doi = {10.1155/2017/7120691},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/StojkovicO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/GlassO17,
author = {Jesse Glass and
Zoran Obradovic},
title = {Structured Regression on Multiscale Networks},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {2},
pages = {23--30},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.37},
doi = {10.1109/MIS.2017.37},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/GlassO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VujicicGZO17,
author = {Tijana Vujicic and
Jesse Glass and
Fang Zhou and
Zoran Obradovic},
title = {Gaussian conditional random fields extended for directed graphs},
journal = {Mach. Learn.},
volume = {106},
number = {9-10},
pages = {1271--1288},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5611-7},
doi = {10.1007/S10994-016-5611-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VujicicGZO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/StojanovicGRDGO17,
author = {Jelena Stojanovic and
Djordje Gligorijevic and
Vladan Radosavljevic and
Nemanja Djuric and
Mihajlo Grbovic and
Zoran Obradovic},
title = {Modeling Healthcare Quality via Compact Representations of Electronic
Health Records},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {14},
number = {3},
pages = {545--554},
year = {2017},
url = {https://doi.org/10.1109/TCBB.2016.2591523},
doi = {10.1109/TCBB.2016.2591523},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/StojanovicGRDGO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/DelibasicMDO17,
author = {Boris Delibasic and
Petar Markovic and
Pavlos Delias and
Zoran Obradovic},
title = {Mining Skier Transportation Patterns From Ski Resort Lift Usage Data},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {47},
number = {3},
pages = {417--422},
year = {2017},
url = {https://doi.org/10.1109/THMS.2016.2633438},
doi = {10.1109/THMS.2016.2633438},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/thms/DelibasicMDO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HanGO17,
author = {Chao Han and
Mohamed F. Ghalwash and
Zoran Obradovic},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Continuous Conditional Dependency Network for Structured Regression},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1962--1968},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10899},
doi = {10.1609/AAAI.V31I1.10899},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HanGO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/StojkovicO17,
author = {Ivan Stojkovic and
Zoran Obradovic},
editor = {Panagiotis D. Bamidis and
Stathis Th. Konstantinidis and
Pedro Pereira Rodrigues},
title = {Predicting Sepsis Biomarker Progression under Therapy},
booktitle = {30th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2017, Thessaloniki, Greece, June 22-24, 2017},
pages = {19--24},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CBMS.2017.16},
doi = {10.1109/CBMS.2017.16},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/StojkovicO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/AlbarakatiO17,
author = {Nouf Albarakati and
Zoran Obradovic},
editor = {Panagiotis D. Bamidis and
Stathis Th. Konstantinidis and
Pedro Pereira Rodrigues},
title = {Disease-Based Clustering of Hospital Admission: Disease Network of
Hospital Networks Approach},
booktitle = {30th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2017, Thessaloniki, Greece, June 22-24, 2017},
pages = {636--641},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CBMS.2017.87},
doi = {10.1109/CBMS.2017.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/AlbarakatiO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cybersa/RegeOASM17,
author = {Aunshul Rege and
Zoran Obradovic and
Nima Asadi and
Brian Singer and
Nicholas Masceri},
title = {A temporal assessment of cyber intrusion chains using multidisciplinary
frameworks and methodologies},
booktitle = {2017 International Conference On Cyber Situational Awareness, Data
Analytics And Assessment (Cyber SA), London, United Kingdom, June
19-20, 2017},
pages = {1--7},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CyberSA.2017.8073398},
doi = {10.1109/CYBERSA.2017.8073398},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/cybersa/RegeOASM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/StojkovicJMO17,
author = {Ivan Stojkovic and
Vladisav Jelisavcic and
Veljko Milutinovic and
Zoran Obradovic},
editor = {Carles Sierra},
title = {Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky
Factorization},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2758--2764},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/384},
doi = {10.24963/IJCAI.2017/384},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/StojkovicJMO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PavlovskiZSKO17,
author = {Martin Pavlovski and
Fang Zhou and
Ivan Stojkovic and
Ljupco Kocarev and
Zoran Obradovic},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Adaptive Skip-Train Structured Regression for Temporal Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {305--321},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_19},
doi = {10.1007/978-3-319-71246-8\_19},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PavlovskiZSKO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RoychoudhuryGO17,
author = {Shoumik Roychoudhury and
Mohamed F. Ghalwash and
Zoran Obradovic},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Cost Sensitive Time-Series Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {495--511},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_30},
doi = {10.1007/978-3-319-71246-8\_30},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RoychoudhuryGO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StojkovicGO17,
author = {Ivan Stojkovic and
Mohamed F. Ghalwash and
Zoran Obradovic},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Ranking Based Multitask Learning of Scoring Functions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {721--736},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_44},
doi = {10.1007/978-3-319-71246-8\_44},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StojkovicGO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/RegeOAPMSP17,
author = {Aunshul Rege and
Zoran Obradovic and
Nima Asadi and
Edward Parker and
Nicholas Masceri and
Brian Singer and
Rohan Pandit},
editor = {Dongwon Lee and
Yu{-}Ru Lin and
Nathaniel Osgood and
Robert Thomson},
title = {Using a Real-Time Cybersecurity Exercise Case Study to Understand
Temporal Characteristics of Cyberattacks},
booktitle = {Social, Cultural, and Behavioral Modeling - 10th International Conference,
SBP-BRiMS 2017, Washington, DC, USA, July 5-8, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10354},
pages = {127--132},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-60240-0\_16},
doi = {10.1007/978-3-319-60240-0\_16},
timestamp = {Tue, 29 Dec 2020 18:35:21 +0100},
biburl = {https://dblp.org/rec/conf/sbp-brims/RegeOAPMSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/NegriZOG17,
author = {Tamiris Trevisan Negri and
Fang Zhou and
Zoran Obradovic and
Adilson Gonzaga},
editor = {Francisco H. Imai and
Alain Tr{\'{e}}meau and
Jos{\'{e}} Braz},
title = {A Robust Descriptor for Color Texture Classification Under Varying
Illumination},
booktitle = {Proceedings of the 12th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications {(VISIGRAPP}
2017) - Volume 4: VISAPP, Porto, Portugal, February 27 - March 1,
2017},
pages = {378--388},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006143403780388},
doi = {10.5220/0006143403780388},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/NegriZOG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2017,
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8241556/proceeding},
isbn = {978-1-5386-2715-0},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/GhalwashCSO16,
author = {Mohamed F. Ghalwash and
Xi Hang Cao and
Ivan Stojkovic and
Zoran Obradovic},
title = {Structured feature selection using coordinate descent optimization},
journal = {{BMC} Bioinform.},
volume = {17},
pages = {158},
year = {2016},
url = {https://doi.org/10.1186/s12859-016-0954-4},
doi = {10.1186/S12859-016-0954-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/GhalwashCSO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/CaoSO16,
author = {Xi Hang Cao and
Ivan Stojkovic and
Zoran Obradovic},
title = {A robust data scaling algorithm to improve classification accuracies
in biomedical data},
journal = {{BMC} Bioinform.},
volume = {17},
pages = {359},
year = {2016},
url = {https://doi.org/10.1186/s12859-016-1236-x},
doi = {10.1186/S12859-016-1236-X},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/CaoSO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TongWCO16,
author = {Hanghang Tong and
Fei Wang and
Munmun De Choudhury and
Zoran Obradovic},
title = {Guest Editorial: Special Issue on Connected Health at Big Data Era
(BigChat): {A} {TKDD} Special Issue},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {37:1--37:4},
year = {2016},
url = {https://doi.org/10.1145/2912122},
doi = {10.1145/2912122},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/TongWCO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GlassGVO16,
author = {Jesse Glass and
Mohamed F. Ghalwash and
Milan Vukicevic and
Zoran Obradovic},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Extending the Modelling Capacity of Gaussian Conditional Random Fields
while Learning Faster},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1596--1602},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10301},
doi = {10.1609/AAAI.V30I1.10301},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GlassGVO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GligorijevicSO16,
author = {Djordje Gligorijevic and
Jelena Stojanovic and
Zoran Obradovic},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Uncertainty Propagation in Long-Term Structured Regression on Evolving
Networks},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1603--1609},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10271},
doi = {10.1609/AAAI.V30I1.10271},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GligorijevicSO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhouGO16,
author = {Fang Zhou and
Mohamed F. Ghalwash and
Zoran Obradovic},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {A fast structured regression for large networks},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {106--115},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840594},
doi = {10.1109/BIGDATA.2016.7840594},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhouGO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/StojanovicGO16,
author = {Jelena Stojanovic and
Djordje Gligorijevic and
Zoran Obradovic},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Modeling Customer Engagement from Partial Observations},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1403--1412},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983854},
doi = {10.1145/2983323.2983854},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/StojanovicGO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GlassO16,
author = {Jesse Glass and
Zoran Obradovic},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Shape Invariant Formulation for Change Point Models in Multiple Dimensions},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {1688--1689},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-1688},
doi = {10.3233/978-1-61499-672-9-1688},
timestamp = {Tue, 02 Nov 2021 15:59:05 +0100},
biburl = {https://dblp.org/rec/conf/ecai/GlassO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/DjokicDCKMSO16,
author = {Tatjana Djokic and
Payman Dehghanian and
Po{-}Chen Chen and
Mladen Kezunovic and
Zenon Medina{-}Cetina and
Jelena Stojanovic and
Zoran Obradovic},
editor = {Tung X. Bui and
Ralph H. Sprague Jr.},
title = {Risk Assessment of a Transmission Line Insulation Breakdown Due to
Lightning and Severe Weather},
booktitle = {49th Hawaii International Conference on System Sciences, {HICSS} 2016,
Koloa, HI, USA, January 5-8, 2016},
pages = {2488--2497},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/HICSS.2016.311},
doi = {10.1109/HICSS.2016.311},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/DjokicDCKMSO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/StojkovicJMO16,
author = {Ivan Stojkovic and
Vladisav Jelisavcic and
Veljko Milutinovic and
Zoran Obradovic},
editor = {Subbarao Kambhampati},
title = {Distance Based Modeling of Interactions in Structured Regression},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2032--2038},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/290},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/StojkovicJMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Polychronopoulou16,
author = {Athanasia Polychronopoulou and
Zoran Obradovic},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Structured Regression on Multilayer Networks},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {612--620},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.69},
doi = {10.1137/1.9781611974348.69},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Polychronopoulou16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanZGVO16,
author = {Chao Han and
Shanshan Zhang and
Mohamed F. Ghalwash and
Slobodan Vucetic and
Zoran Obradovic},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Joint Learning of Representation and Structure for Sparse Regression
on Graphs},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {846--854},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.95},
doi = {10.1137/1.9781611974348.95},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanZGVO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socinfo/MirowskiRZO16,
author = {Tom Mirowski and
Shoumik Roychoudhury and
Fang Zhou and
Zoran Obradovic},
editor = {Emma S. Spiro and
Yong{-}Yeol Ahn},
title = {Predicting Poll Trends Using Twitter and Multivariate Time-Series
Classification},
booktitle = {Social Informatics - 8th International Conference, SocInfo 2016, Bellevue,
WA, USA, November 11-14, 2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10046},
pages = {273--289},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47880-7\_17},
doi = {10.1007/978-3-319-47880-7\_17},
timestamp = {Tue, 16 Aug 2022 23:04:33 +0200},
biburl = {https://dblp.org/rec/conf/socinfo/MirowskiRZO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/0001SOD15,
author = {Fei Wang and
Gregor Stiglic and
Zoran Obradovic and
Ian Davidson},
title = {Guest editorial: Special issue on data mining for medicine and healthcare},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {4},
pages = {867--870},
year = {2015},
url = {https://doi.org/10.1007/s10618-015-0414-1},
doi = {10.1007/S10618-015-0414-1},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/0001SOD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/GhalwashRO15,
author = {Mohamed F. Ghalwash and
Dusan Ramljak and
Zoran Obradovic},
title = {Patient-specific early classification of multivariate observations},
journal = {Int. J. Data Min. Bioinform.},
volume = {11},
number = {4},
pages = {392--411},
year = {2015},
url = {https://doi.org/10.1504/IJDMB.2015.067955},
doi = {10.1504/IJDMB.2015.067955},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/GhalwashRO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/MathewO15,
author = {George Mathew and
Zoran Obradovic},
title = {A distributed decision support algorithm that preserves personal privacy},
journal = {J. Intell. Inf. Syst.},
volume = {44},
number = {1},
pages = {107--132},
year = {2015},
url = {https://doi.org/10.1007/s10844-014-0331-6},
doi = {10.1007/S10844-014-0331-6},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/MathewO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/DjuricROV15,
author = {Nemanja Djuric and
Vladan Radosavljevic and
Zoran Obradovic and
Slobodan Vucetic},
title = {Gaussian Conditional Random Fields for Aggregation of Operational
Aerosol Retrievals},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {12},
number = {4},
pages = {761--765},
year = {2015},
url = {https://doi.org/10.1109/LGRS.2014.2361154},
doi = {10.1109/LGRS.2014.2361154},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/DjuricROV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DasGO15,
author = {Debasish Das and
Auroop R. Ganguly and
Zoran Obradovic},
title = {A Bayesian Sparse Generalized Linear Model With an Application to
Multiscale Covariate Discovery for Observed Rainfall Extremes Over
the United States},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {12},
pages = {6689--6702},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2015.2445911},
doi = {10.1109/TGRS.2015.2445911},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DasGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/RadovanovicVKSO15,
author = {Sandro Radovanovic and
Milan Vukicevic and
Ana Kovacevic and
Gregor Stiglic and
Zoran Obradovic},
editor = {John H. Holmes and
Riccardo Bellazzi and
Lucia Sacchi and
Niels Peek},
title = {Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital
Readmission Prediction},
booktitle = {Artificial Intelligence in Medicine - 15th Conference on Artificial
Intelligence in Medicine, {AIME} 2015, Pavia, Italy, June 17-20, 2015.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9105},
pages = {96--100},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19551-3\_11},
doi = {10.1007/978-3-319-19551-3\_11},
timestamp = {Fri, 27 Dec 2019 21:27:13 +0100},
biburl = {https://dblp.org/rec/conf/aime/RadovanovicVKSO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RamljakDURO15,
author = {Dusan Ramljak and
Adam Davey and
Alexey Uversky and
Shoumik Roychoudhury and
Zoran Obradovic},
title = {Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses},
booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2015},
publisher = {{AMIA}},
year = {2015},
url = {https://knowledge.amia.org/59310-amia-1.2741865/t004-1.2745466/f004-1.2745467/2246024-1.2745579/2248566-1.2745576},
timestamp = {Wed, 17 Apr 2024 11:47:40 +0200},
biburl = {https://dblp.org/rec/conf/amia/RamljakDURO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/CaoO15,
author = {Xi Hang Cao and
Zoran Obradovic},
title = {A robust data scaling algorithm for gene expression classification},
booktitle = {15th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2015, Belgrade, Serbia, November 2-4, 2015},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BIBE.2015.7367734},
doi = {10.1109/BIBE.2015.7367734},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/CaoO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/RoychoudhuryGO15,
author = {Shoumik Roychoudhury and
Mohamed F. Ghalwash and
Zoran Obradovic},
title = {False alarm suppression in early prediction of cardiac arrhythmia},
booktitle = {15th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2015, Belgrade, Serbia, November 2-4, 2015},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BIBE.2015.7367628},
doi = {10.1109/BIBE.2015.7367628},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibe/RoychoudhuryGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kmo/VukicevicRKSO15,
author = {Milan Vukicevic and
Sandro Radovanovic and
Ana Kovacevic and
Gregor Stiglic and
Zoran Obradovic},
editor = {Lorna Uden and
Marjan Hericko and
I{-}Hsien Ting},
title = {Improving Hospital Readmission Prediction Using Domain Knowledge Based
Virtual Examples},
booktitle = {Knowledge Management in Organizations - 10th International Conference,
{KMO} 2015, Maribor, Slovenia, August 24-28, 2015, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {224},
pages = {695--706},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21009-4\_51},
doi = {10.1007/978-3-319-21009-4\_51},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kmo/VukicevicRKSO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StojanovicJGO15,
author = {Jelena Stojanovic and
Milos Jovanovic and
Djordje Gligorijevic and
Zoran Obradovic},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Semi-supervised learning for structured regression on partially observed
attributed graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {217--225},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.25},
doi = {10.1137/1.9781611974010.25},
timestamp = {Tue, 21 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StojanovicJGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OuzienkoO14,
author = {Vladimir Ouzienko and
Zoran Obradovic},
title = {Imputation of missing links and attributes in longitudinal social
surveys},
journal = {Mach. Learn.},
volume = {95},
number = {3},
pages = {329--356},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5420-1},
doi = {10.1007/S10994-013-5420-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/OuzienkoO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/UverskyRRRO14,
author = {Alexey Uversky and
Dusan Ramljak and
Vladan Radosavljevic and
Kosta Ristovski and
Zoran Obradovic},
title = {Panning for gold: using variograms to select useful connections in
a temporal multigraph setting},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {211},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0211-7},
doi = {10.1007/S13278-014-0211-7},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/UverskyRRRO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Stiglic0DO14,
author = {Gregor Stiglic and
Fei Wang and
Adam Davey and
Zoran Obradovic},
title = {Readmission Classification Using Stacked Regularized Logistic Regression
Models},
booktitle = {{AMIA} 2014, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 15-19, 2014},
publisher = {{AMIA}},
year = {2014},
url = {https://knowledge.amia.org/56638-amia-1.1540970/t-004-1.1544972/f-004-1.1544973/a-208-1.1545049/a-209-1.1545046},
timestamp = {Wed, 17 Apr 2024 11:47:48 +0200},
biburl = {https://dblp.org/rec/conf/amia/Stiglic0DO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PolychronopoulouO14,
author = {Athanasia Polychronopoulou and
Zoran Obradovic},
editor = {Huiru Jane Zheng and
Werner Dubitzky and
Xiaohua Hu and
Jin{-}Kao Hao and
Daniel P. Berrar and
Kwang{-}Hyun Cho and
Yadong Wang and
David R. Gilbert},
title = {Hospital pricing estimation by Gaussian conditional random fields
based regression on graphs},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
pages = {564--567},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBM.2014.6999221},
doi = {10.1109/BIBM.2014.6999221},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/PolychronopoulouO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/CaoSO14,
author = {Xi Hang Cao and
Ivan Stojkovic and
Zoran Obradovic},
editor = {Saso Dzeroski and
Pance Panov and
Dragi Kocev and
Ljupco Todorovski},
title = {Predicting Sepsis Severity from Limited Temporal Observations},
booktitle = {Discovery Science - 17th International Conference, {DS} 2014, Bled,
Slovenia, October 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8777},
pages = {37--48},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11812-3\_4},
doi = {10.1007/978-3-319-11812-3\_4},
timestamp = {Sat, 09 Apr 2022 12:48:02 +0200},
biburl = {https://dblp.org/rec/conf/dis/CaoSO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhalwashRO14,
author = {Mohamed F. Ghalwash and
Vladan Radosavljevic and
Zoran Obradovic},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Utilizing temporal patterns for estimating uncertainty in interpretable
early decision making},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {402--411},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623694},
doi = {10.1145/2623330.2623694},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GhalwashRO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RadosavljevicVO14,
author = {Vladan Radosavljevic and
Slobodan Vucetic and
Zoran Obradovic},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Neural Gaussian Conditional Random Fields},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {614--629},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_39},
doi = {10.1007/978-3-662-44851-9\_39},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RadosavljevicVO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2014,
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440},
doi = {10.1137/1.9781611973440},
isbn = {978-1-61197-344-0},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ZhangCO13,
author = {Ping Zhang and
Weidan Cao and
Zoran Obradovic},
title = {Learning by aggregating experts and filtering novices: a solution
to crowdsourcing problems in bioinformatics},
journal = {{BMC} Bioinform.},
volume = {14},
number = {{S-12}},
pages = {S5},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-S12-S5},
doi = {10.1186/1471-2105-14-S12-S5},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/ZhangCO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/LouO13,
author = {Qiang Lou and
Zoran Obradovic},
title = {Classifying Temporal microarray Data by Selecting Informative genes},
journal = {J. Bioinform. Comput. Biol.},
volume = {11},
number = {3},
year = {2013},
url = {https://doi.org/10.1142/S0219720013410060},
doi = {10.1142/S0219720013410060},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/LouO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/OatesRIGMXDUOKDG13,
author = {Matt E. Oates and
Pedro Romero and
Takashi Ishida and
Mohamed F. Ghalwash and
Marcin J. Mizianty and
Bin Xue and
Zsuzsanna Doszt{\'{a}}nyi and
Vladimir N. Uversky and
Zoran Obradovic and
Lukasz A. Kurgan and
A. Keith Dunker and
Julian Gough},
title = {D\({}^{\mbox{2}}\)P\({}^{\mbox{2}}\): database of disordered protein
predictions},
journal = {Nucleic Acids Res.},
volume = {41},
number = {Database-Issue},
pages = {508--516},
year = {2013},
url = {https://doi.org/10.1093/nar/gks1226},
doi = {10.1093/NAR/GKS1226},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/OatesRIGMXDUOKDG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/netmahib/MathewO13,
author = {George Mathew and
Zoran Obradovic},
title = {Dynamic distributed predictive learning models that preserve privacy
for hospitals with insufficient labeled data},
journal = {Netw. Model. Anal. Health Informatics Bioinform.},
volume = {2},
number = {4},
pages = {245--255},
year = {2013},
url = {https://doi.org/10.1007/s13721-013-0041-y},
doi = {10.1007/S13721-013-0041-Y},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/netmahib/MathewO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmis/MathewO13,
author = {George Mathew and
Zoran Obradovic},
title = {Distributed Privacy-Preserving Decision Support System for Highly
Imbalanced Clinical Data},
journal = {{ACM} Trans. Manag. Inf. Syst.},
volume = {4},
number = {3},
pages = {12:1--12:15},
year = {2013},
url = {https://doi.org/10.1145/2517310},
doi = {10.1145/2517310},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmis/MathewO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RistovskiRVO13,
author = {Kosta Ristovski and
Vladan Radosavljevic and
Slobodan Vucetic and
Zoran Obradovic},
editor = {Marie desJardins and
Michael L. Littman},
title = {Continuous Conditional Random Fields for Efficient Regression in Large
Fully Connected Graphs},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {840--846},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8685},
doi = {10.1609/AAAI.V27I1.8685},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RistovskiRVO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/UverskyRRRO13,
author = {Alexey Uversky and
Dusan Ramljak and
Vladan Radosavljevic and
Kosta Ristovski and
Zoran Obradovic},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Which links should {I} use?: a variogram-based selection of relationship
measures for prediction of node attributes in temporal multigraphs},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {676--683},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492529},
doi = {10.1145/2492517.2492529},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/UverskyRRRO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccabs/MathewO13,
author = {George Mathew and
Zoran Obradovic},
title = {Poster: Auto-reduction of features for containing communication costs
in a distributed privacy-preserving clinical decision support system},
booktitle = {{IEEE} 3rd International Conference on Computational Advances in Bio
and Medical Sciences, {ICCABS} 2013, New Orleans, LA, USA, June 12-14,
2013},
pages = {1},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCABS.2013.6629206},
doi = {10.1109/ICCABS.2013.6629206},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccabs/MathewO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GhalwashRO13,
author = {Mohamed F. Ghalwash and
Vladan Radosavljevic and
Zoran Obradovic},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Extraction of Interpretable Multivariate Patterns for Early Diagnostics},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {201--210},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.19},
doi = {10.1109/ICDM.2013.19},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GhalwashRO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/GhalwashRO13,
author = {Mohamed F. Ghalwash and
Vladan Radosavljevic and
Zoran Obradovic},
title = {Early Diagnosis and Its Benefits in Sepsis Blood Purification Treatment},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2013, 9-11 September, 2013, Philadelphia, PA, {USA}},
pages = {523--528},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICHI.2013.81},
doi = {10.1109/ICHI.2013.81},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/GhalwashRO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/MathewO13,
author = {George Mathew and
Zoran Obradovic},
title = {Improving Computational Efficiency for Personalized Medical Applications
in Mobile Cloud Computing Environment},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2013, 9-11 September, 2013, Philadelphia, PA, {USA}},
pages = {535--540},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICHI.2013.83},
doi = {10.1109/ICHI.2013.83},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/MathewO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/StiglicDO13,
author = {Gregor Stiglic and
Adam Davey and
Zoran Obradovic},
title = {Temporal Evaluation of Risk Factors for Acute Myocardial Infarction
Readmissions},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2013, 9-11 September, 2013, Philadelphia, PA, {USA}},
pages = {557--562},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICHI.2013.87},
doi = {10.1109/ICHI.2013.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/StiglicDO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangAO13,
author = {Ping Zhang and
Pankaj Agarwal and
Zoran Obradovic},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Computational Drug Repositioning by Ranking and Integrating Multiple
Data Sources},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {579--594},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_37},
doi = {10.1007/978-3-642-40994-3\_37},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangAO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/GhalwashO12,
author = {Mohamed F. Ghalwash and
Zoran Obradovic},
title = {Early classification of multivariate temporal observations by extraction
of interpretable shapelets},
journal = {{BMC} Bioinform.},
volume = {13},
pages = {195},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-195},
doi = {10.1186/1471-2105-13-195},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/GhalwashO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AnLOSM12,
author = {Li An and
Haibin Ling and
Zoran Obradovic and
Desmond J. Smith and
Vasileios Megalooikonomou},
title = {Learning pair-wise gene functional similarity by multiplex gene expression
maps},
journal = {{BMC} Bioinform.},
volume = {13},
number = {{S-3}},
pages = {S1},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-S3-S1},
doi = {10.1186/1471-2105-13-S3-S1},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/AnLOSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/SuknovicD0VBO12,
author = {Milija Suknovic and
Boris Delibasic and
Milos Jovanovic and
Milan Vukicevic and
Dragana Becejski{-}Vujaklija and
Zoran Obradovic},
title = {Reusable components in decision tree induction algorithms},
journal = {Comput. Stat.},
volume = {27},
number = {1},
pages = {127--148},
year = {2012},
url = {https://doi.org/10.1007/s00180-011-0242-8},
doi = {10.1007/S00180-011-0242-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cstat/SuknovicD0VBO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/WangPJMKO12,
author = {Dairong Wang and
Henry P. Parkman and
Michael R. Jacobs and
Anurag K. Mishra and
Evgeny Krynetskiy and
Zoran Obradovic},
title = {{DNA} microarray {SNP} associations with clinical efficacy and side
effects of domperidone treatment for gastroparesis},
journal = {J. Biomed. Informatics},
volume = {45},
number = {2},
pages = {316--322},
year = {2012},
url = {https://doi.org/10.1016/j.jbi.2011.11.013},
doi = {10.1016/J.JBI.2011.11.013},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/WangPJMKO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/RistovskiVO12,
author = {Kosta Ristovski and
Slobodan Vucetic and
Zoran Obradovic},
title = {Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {50},
number = {2},
pages = {409--414},
year = {2012},
url = {https://doi.org/10.1109/TGRS.2011.2166120},
doi = {10.1109/TGRS.2011.2166120},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/RistovskiVO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LouO12,
author = {Qiang Lou and
Zoran Obradovic},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Margin-Based Feature Selection in Incomplete Data},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1040--1046},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8299},
doi = {10.1609/AAAI.V26I1.8299},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LouO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/GhalwashRO12,
author = {Mohamed F. Ghalwash and
Dusan Ramljak and
Zoran Obradovic},
title = {Early classification of multivariate time series using a hybrid {HMM/SVM}
model},
booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/BIBM.2012.6392654},
doi = {10.1109/BIBM.2012.6392654},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/GhalwashRO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/LouO12,
author = {Qiang Lou and
Zoran Obradovic},
title = {Predicting viral infection by selecting informative biomarkers from
temporal high-dimensional gene expression data},
booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/BIBM.2012.6392631},
doi = {10.1109/BIBM.2012.6392631},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/LouO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/RadosavljevicRO12,
author = {Vladan Radosavljevic and
Kosta Ristovski and
Zoran Obradovic},
title = {A data mining approach for optimization of acute inflammation therapy},
booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/BIBM.2012.6392659},
doi = {10.1109/BIBM.2012.6392659},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/RadosavljevicRO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhangO12,
author = {Ping Zhang and
Zoran Obradovic},
title = {Integration of multiple annotators by aggregating experts and filtering
novices},
booktitle = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/BIBM.2012.6392657},
doi = {10.1109/BIBM.2012.6392657},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ZhangO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/LouPJKO12,
author = {Qiang Lou and
Henry P. Parkman and
Michael R. Jacobs and
Evgeny Krynetskiy and
Zoran Obradovic},
title = {Exploring genetic variability in drug therapy by selecting a minimum
subset of the most informative single nucleotide polymorphisms through
approximation of a markov blanket in a kernel-induced space},
booktitle = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics
and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12,
2012},
pages = {156--163},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIBCB.2012.6217225},
doi = {10.1109/CIBCB.2012.6217225},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/LouPJKO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/VukicevicDJSO12,
author = {Milan Vukicevic and
Boris Delibasic and
Milos Jovanovic and
Milija Suknovic and
Zoran Obradovic},
title = {A method for design of data-tailored partitioning algorithms for optimizing
the number of clusters in microarray analysis},
booktitle = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics
and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12,
2012},
pages = {252--259},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIBCB.2012.6217238},
doi = {10.1109/CIBCB.2012.6217238},
timestamp = {Tue, 21 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/VukicevicDJSO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/DasKOG12,
author = {Debasish Das and
Evan Kodra and
Zoran Obradovic and
Auroop R. Ganguly},
editor = {Luc De Raedt and
Christian Bessiere and
Didier Dubois and
Patrick Doherty and
Paolo Frasconi and
Fredrik Heintz and
Peter J. F. Lucas},
title = {Mining Extremes: Severe Rainfall and Climate Change},
booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence.
Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)}
System Demonstrations Track, Montpellier, France, August 27-31 , 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {242},
pages = {899--900},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-098-7-899},
doi = {10.3233/978-1-61499-098-7-899},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/DasKOG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/DelibasicO12,
author = {Boris Delibasic and
Zoran Obradovic},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {Towards a {DGSS} Prototype for Early Warning for Ski Injuries},
booktitle = {Workshops Proceedings of the {IEEE} 28th International Conference
on Data Engineering, {ICDE} 2012, Arlington, VA, USA, April 1-5, 2012},
pages = {68--72},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDEW.2012.73},
doi = {10.1109/ICDEW.2012.73},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/DelibasicO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LouO12,
author = {Qiang Lou and
Zoran Obradovic},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Analysis of Temporal High-Dimensional Gene Expression Data for Identifying
Informative Biomarker Candidates},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {996--1001},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.92},
doi = {10.1109/ICDM.2012.92},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LouO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MathewO12,
author = {George Mathew and
Zoran Obradovic},
title = {Distributed Privacy Preserving Decision Support System for Predicting
Hospitalization Risk in Hospitals with Insufficient Data},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {178--183},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.180},
doi = {10.1109/ICMLA.2012.180},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MathewO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SlivkaZKKO12,
author = {Jelena Slivka and
Ping Zhang and
Aleksandar Kovacevic and
Zora Konjovic and
Zoran Obradovic},
title = {Semi-Supervised Learning on Single-View Datasets by Integration of
Multiple Co-trained Classifiers},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {458--463},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.83},
doi = {10.1109/ICMLA.2012.83},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SlivkaZKKO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DasGCKO12,
author = {Debasish Das and
Auroop R. Ganguly and
Snigdhansu Chatterjee and
Vipin Kumar and
Zoran Obradovic},
title = {Spatially penalized regression for dependence analysis of rare events:
{A} study in precipitation extremes},
booktitle = {2012 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2012, Munich, Germany, July 22-27, 2012},
pages = {1948--1951},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IGARSS.2012.6351120},
doi = {10.1109/IGARSS.2012.6351120},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/DasGCKO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/JupinSO12,
author = {Joseph Jupin and
Justin Y. Shi and
Zoran Obradovic},
title = {Understanding Cloud Data Using Approximate String Matching and Edit
Distance},
booktitle = {2012 {SC} Companion: High Performance Computing, Networking Storage
and Analysis, Salt Lake City, UT, USA, November 10-16, 2012},
pages = {1234--1243},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SC.Companion.2012.149},
doi = {10.1109/SC.COMPANION.2012.149},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/JupinSO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/Pavlovic-LazeticMKOMB11,
author = {Gordana Pavlovic{-}Lazetic and
Nenad S. Mitic and
Jovana J. Kovacevic and
Zoran Obradovic and
Sasa N. Malkov and
Milos V. Beljanski},
title = {Bioinformatics analysis of disordered proteins in prokaryotes},
journal = {{BMC} Bioinform.},
volume = {12},
pages = {66},
year = {2011},
url = {https://doi.org/10.1186/1471-2105-12-66},
doi = {10.1186/1471-2105-12-66},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/Pavlovic-LazeticMKOMB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/DelibasicJVSO11,
author = {Boris Delibasic and
Milos Jovanovic and
Milan Vukicevic and
Milija Suknovic and
Zoran Obradovic},
title = {Component-based decision trees for classification},
journal = {Intell. Data Anal.},
volume = {15},
number = {5},
pages = {671--693},
year = {2011},
url = {https://doi.org/10.3233/IDA-2011-0489},
doi = {10.3233/IDA-2011-0489},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/DelibasicJVSO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/IzenmanHMJO11,
author = {Alan J. Izenman and
Philip W. Harris and
Jeremy Mennis and
Joseph Jupin and
Zoran Obradovic},
title = {Local spatial biclustering and prediction of urban juvenile delinquency
and recidivism},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {259--275},
year = {2011},
url = {https://doi.org/10.1002/sam.10123},
doi = {10.1002/SAM.10123},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/IzenmanHMJO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/OuzienkoGO11,
author = {Vladimir Ouzienko and
Yuhong Guo and
Zoran Obradovic},
title = {A decoupled exponential random graph model for prediction of structure
and attributes in temporal social networks},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {470--486},
year = {2011},
url = {https://doi.org/10.1002/sam.10130},
doi = {10.1002/SAM.10130},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/OuzienkoGO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/AnLOSM11,
author = {Li An and
Haibin Ling and
Zoran Obradovic and
Desmond J. Smith and
Vasileios Megalooikonomou},
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {Identifying pair-wise gene functional similarity by multiplex gene
expression maps and supervised learning},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {182--190},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2147805.2147825},
doi = {10.1145/2147805.2147825},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/AnLOSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/MathewO11,
author = {George Mathew and
Zoran Obradovic},
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {Constraint graphs as security filters for privacy assurance in medical
transactions},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {502--504},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2147805.2147883},
doi = {10.1145/2147805.2147883},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/MathewO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/MidicO11,
author = {Uros Midic and
Zoran Obradovic},
editor = {Fang{-}Xiang Wu and
Mohammed Javeed Zaki and
Shinichi Morishita and
Yi Pan and
Stephen Wong and
Anastasia Christianson and
Xiaohua Hu},
title = {Intrinsic Disorder in Putative Protein Sequences},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
pages = {43--48},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBM.2011.32},
doi = {10.1109/BIBM.2011.32},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/MidicO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/VukicevicDJSO11,
author = {Milan Vukicevic and
Boris Delibasic and
Milos Jovanovic and
Milija Suknovic and
Zoran Obradovic},
editor = {Fang{-}Xiang Wu and
Mohammed Javeed Zaki and
Shinichi Morishita and
Yi Pan and
Stephen Wong and
Anastasia Christianson and
Xiaohua Hu},
title = {Internal Evaluation Measures as Proxies for External Indices in Clustering
Gene Expression Data},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
pages = {574--577},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBM.2011.97},
doi = {10.1109/BIBM.2011.97},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/VukicevicDJSO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccabs/MathewO11,
author = {George Mathew and
Zoran Obradovic},
editor = {Ion I. Mandoiu and
Satoru Miyano and
Teresa M. Przytycka and
Sanguthevar Rajasekaran},
title = {A privacy-preserving framework for distributed clinical decision support},
booktitle = {{IEEE} 1st International Conference on Computational Advances in Bio
and Medical Sciences, {ICCABS} 2011, Orlando, FL, USA, February 3-5,
2011},
pages = {129--134},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCABS.2011.5729866},
doi = {10.1109/ICCABS.2011.5729866},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccabs/MathewO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/OuzienkoO11,
author = {Vladimir Ouzienko and
Zoran Obradovic},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Imputation of Missing Links and Attributes in Longitudinal Social
Surveys},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {957--964},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.97},
doi = {10.1109/ICDMW.2011.97},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/OuzienkoO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LouO11,
author = {Qiang Lou and
Zoran Obradovic},
editor = {Toby Walsh},
title = {Modeling Multivariate Spatio-Temporal Remote Sensing Data with Large
Gaps},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1711--1716},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-287},
doi = {10.5591/978-1-57735-516-8/IJCAI11-287},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LouO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangO11,
author = {Ping Zhang and
Zoran Obradovic},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Learning from Inconsistent and Unreliable Annotators by a Gaussian
Mixture Model and Bayesian Information Criterion},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6913},
pages = {553--568},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23808-6\_36},
doi = {10.1007/978-3-642-23808-6\_36},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/RadosavljevicVO10,
author = {Vladan Radosavljevic and
Slobodan Vucetic and
Zoran Obradovic},
title = {A Data-Mining Technique for Aerosol Retrieval Across Multiple Accuracy
Measures},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {7},
number = {2},
pages = {411--415},
year = {2010},
url = {https://doi.org/10.1109/LGRS.2009.2037720},
doi = {10.1109/LGRS.2009.2037720},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/RadosavljevicVO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/AnSXMO10,
author = {Li An and
Desmond J. Smith and
Hongbo M. Xie and
Vasileios Megalooikonomou and
Zoran Obradovic},
editor = {Aidong Zhang and
Mark Borodovsky and
Gultekin {\"{O}}zsoyoglu and
Armin R. Mikler},
title = {Identifying gene functions using functional expression profiles obtained
by voxelation},
booktitle = {Proceedings of the First {ACM} International Conference on Bioinformatics
and Computational Biology, {BCB} 2010, Niagara Falls, NY, USA, August
2-4, 2010},
pages = {188--197},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1854776.1854805},
doi = {10.1145/1854776.1854805},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/AnSXMO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhangO10,
author = {Ping Zhang and
Zoran Obradovic},
editor = {Taesung Park and
Stephen Kwok{-}Wing Tsui and
Luonan Chen and
Michael K. Ng and
Limsoon Wong and
Xiaohua Hu},
title = {Unsupervised integration of multiple protein disorder predictors},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2010, Hong Kong, China, December 18-21, 2010, Proceedings},
pages = {49--52},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/BIBM.2010.5706534},
doi = {10.1109/BIBM.2010.5706534},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ZhangO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colcom/MathewO10,
author = {George Mathew and
Zoran Obradovic},
editor = {Karl Aberer and
James Joshi},
title = {Vocabularies in collaboration channels},
booktitle = {The 6th International Conference on Collaborative Computing: Networking,
Applications and Worksharing, CollaborateCom 2010, Chicago, IL, USA,
9-12 October 2010},
pages = {1--5},
publisher = {{ICST} / {IEEE}},
year = {2010},
url = {https://doi.org/10.4108/icst.collaboratecom.2010.61},
doi = {10.4108/ICST.COLLABORATECOM.2010.61},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colcom/MathewO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/RistovskiDOGO10,
author = {Kosta Ristovski and
Debasish Das and
Vladimir Ouzienko and
Yuhong Guo and
Zoran Obradovic},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Regression Learning with Multiple Noisy Oracles},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {445--450},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-445},
doi = {10.3233/978-1-60750-606-5-445},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/RistovskiDOGO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LouO10,
author = {Qiang Lou and
Zoran Obradovic},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Feature Selection by Approximating the Markov Blanket in a Kernel-Induced
Space},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {797--802},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-797},
doi = {10.3233/978-1-60750-606-5-797},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/LouO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/RadosavljevicVO10,
author = {Vladan Radosavljevic and
Slobodan Vucetic and
Zoran Obradovic},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Continuous Conditional Random Fields for Regression in Remote Sensing},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {809--814},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-809},
doi = {10.3233/978-1-60750-606-5-809},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/RadosavljevicVO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/OuzienkoGO10,
author = {Vladimir Ouzienko and
Yuhong Guo and
Zoran Obradovic},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Prediction of Attributes and Links in Temporal Social Networks},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {1121--1122},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-1121},
doi = {10.3233/978-1-60750-606-5-1121},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/OuzienkoGO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/JunGRO10,
author = {Goo Jun and
Joydeep Ghosh and
Vladan Radosavljevic and
Zoran Obradovic},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Predicting Ground-based Aerosol Optical Depth with Satellite Images
Via Gaussian Processes},
booktitle = {{KDIR} 2010 - Proceedings of the International Conference on Knowledge
Discovery and Information Retrieval, Valencia, Spain, October 25-28,
2010},
pages = {370--375},
publisher = {SciTePress},
year = {2010},
timestamp = {Thu, 27 Oct 2011 12:18:42 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/JunGRO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AnXCOSM09,
author = {Li An and
Hongbo M. Xie and
Mark H. Chin and
Zoran Obradovic and
Desmond J. Smith and
Vasileios Megalooikonomou},
title = {Analysis of multiplex gene expression maps obtained by voxelation},
journal = {{BMC} Bioinform.},
volume = {10},
number = {{S-4}},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-S4-S10},
doi = {10.1186/1471-2105-10-S4-S10},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/AnXCOSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ObradovicL09,
author = {Zoran Obradovic and
Huan Liu},
title = {Special issue on the best papers of SDM'09},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {291--293},
year = {2009},
url = {https://doi.org/10.1002/sam.10056},
doi = {10.1002/SAM.10056},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ObradovicL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bicob/GaoATODX09,
author = {Jianjiong Gao and
Ganesh Kumar Agrawal and
Jay J. Thelen and
Zoran Obradovic and
A. Keith Dunker and
Dong Xu},
editor = {Sanguthevar Rajasekaran},
title = {A New Machine Learning Approach for Protein Phosphorylation Site Prediction
in Plants},
booktitle = {Bioinformatics and Computational Biology, First International Conference,
BICoB 2009, New Orleans, LA, USA, April 8-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5462},
pages = {18--29},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00727-9\_4},
doi = {10.1007/978-3-642-00727-9\_4},
timestamp = {Wed, 22 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bicob/GaoATODX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/AyuyevJHO09,
author = {Vadim V. Ayuyev and
Joseph Jupin and
Philip W. Harris and
Zoran Obradovic},
editor = {Torben Bach Pedersen and
Mukesh K. Mohania and
A Min Tjoa},
title = {Dynamic Clustering-Based Estimation of Missing Values in Mixed Type
Data},
booktitle = {Data Warehousing and Knowledge Discovery, 11th International Conference,
DaWaK 2009, Linz, Austria, August 31 - September 2, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5691},
pages = {366--377},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03730-6\_29},
doi = {10.1007/978-3-642-03730-6\_29},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/AyuyevJHO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DasOV09,
author = {Debasish Das and
Zoran Obradovic and
Slobodan Vucetic},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Active Selection of Sensor Sites in Remote Sensing Applications},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {758--763},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.139},
doi = {10.1109/ICDM.2009.139},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DasOV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MidicDO09,
author = {Uros Midic and
A. Keith Dunker and
Zoran Obradovic},
editor = {Christophe Costa Flor{\^{e}}ncio and
Fabrizio Costa and
Jan Ramon and
Joost N. Kok},
title = {Protein sequence alignment and structural disorder: a substitution
matrix for an extended alphabet},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Statistical and Relational
Learning in Bioinformatics, Paris, France, June 28, 2009},
pages = {27--31},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1562090.1562096},
doi = {10.1145/1562090.1562096},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MidicDO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RadosavljevicVO09,
author = {Vladan Radosavljevic and
Slobodan Vucetic and
Zoran Obradovic},
editor = {Olufemi A. Omitaomu and
Auroop R. Ganguly and
Jo{\~{a}}o Gama and
Ranga Raju Vatsavai and
Nitesh V. Chawla and
Mohamed Medhat Gaber},
title = {Reduction of ground-based sensor sites for spatio-temporal analysis
of aerosols},
booktitle = {Proceedings of the Third International Workshop on Knowledge Discovery
from Sensor Data, Paris, France, June 28, 2009},
pages = {71--78},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1601966.1601980},
doi = {10.1145/1601966.1601980},
timestamp = {Mon, 30 Nov 2020 08:47:23 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RadosavljevicVO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/MegalooikonomouKPLO08,
author = {Vasileios Megalooikonomou and
Despina Kontos and
Dragoljub Pokrajac and
Aleksandar Lazarevic and
Zoran Obradovic},
title = {An adaptive partitioning approach for mining discriminant regions
in 3D image data},
journal = {J. Intell. Inf. Syst.},
volume = {31},
number = {3},
pages = {217--242},
year = {2008},
url = {https://doi.org/10.1007/s10844-007-0043-2},
doi = {10.1007/S10844-007-0043-2},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/MegalooikonomouKPLO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/VuceticHMLO08,
author = {Slobodan Vucetic and
Bo Han and
Wen Mi and
Zhanquing Li and
Zoran Obradovic},
title = {A Data-Mining Approach for the Validation of Aerosol Retrievals},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {5},
number = {1},
pages = {113--117},
year = {2008},
url = {https://doi.org/10.1109/LGRS.2007.912725},
doi = {10.1109/LGRS.2007.912725},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/VuceticHMLO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/AnXCOSM08,
author = {Li An and
Hongbo M. Xie and
Mark H. Chin and
Zoran Obradovic and
Desmond J. Smith and
Vasileios Megalooikonomou},
editor = {Xue{-}wen Chen and
Xiaohua Hu and
Sun Kim},
title = {Analysis of Multiplex Gene Expression Maps Obtained by Voxelation},
booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
pages = {23--28},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/BIBM.2008.67},
doi = {10.1109/BIBM.2008.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/AnXCOSM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/RenO08,
author = {Siyuan Ren and
Zoran Obradovic},
editor = {Xue{-}wen Chen and
Xiaohua Hu and
Sun Kim},
title = {Improvement of Survival Prediction from Gene Expression Profiles by
Mining of Prior Knowledge},
booktitle = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
pages = {372--375},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/BIBM.2008.53},
doi = {10.1109/BIBM.2008.53},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/RenO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DasRVO08,
author = {Debasish Das and
Vladan Radosavljevic and
Slobodan Vucetic and
Zoran Obradovic},
title = {Reducing Need for Collocated Ground and Satellite based Observations
in Statistical Aerosol Optical Depth Estimation},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings},
pages = {879--882},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IGARSS.2008.4779135},
doi = {10.1109/IGARSS.2008.4779135},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/DasRVO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangRHO08,
author = {Zhuang Wang and
Vladan Radosavljevic and
Bo Han and
Zoran Obradovic},
title = {Aerosol Optical Depth Prediction from Satellite Obsercations by Multiple
Instance Regression},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {165--176},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.15},
doi = {10.1137/1.9781611972788.15},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangRHO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RadosavljevicVO08,
author = {Vladan Radosavljevic and
Slobodan Vucetic and
Zoran Obradovic},
title = {Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {609--620},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.56},
doi = {10.1137/1.9781611972788.56},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RadosavljevicVO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/XuCOD07,
author = {Qifang Xu and
Adrian A. Canutescu and
Zoran Obradovic and
Roland L. Dunbrack Jr.},
title = {ProtBuD: a database of biological unit structures of protein families
and superfamilies},
journal = {Bioinform.},
volume = {23},
number = {15},
pages = {2028},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm273},
doi = {10.1093/BIOINFORMATICS/BTM273},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/XuCOD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/MidicDO07,
author = {Uros Midic and
A. Keith Dunker and
Zoran Obradovic},
title = {Exploring alternative knowledge representations for protein secondary-structure
prediction},
journal = {Int. J. Data Min. Bioinform.},
volume = {1},
number = {3},
pages = {286--313},
year = {2007},
url = {https://doi.org/10.1504/IJDMB.2007.011614},
doi = {10.1504/IJDMB.2007.011614},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/MidicDO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/SickmeierHLVCTSTCUOD07,
author = {Megan Sickmeier and
Justin A. Hamilton and
Tanguy LeGall and
Vladimir Vacic and
Marc S. Cortese and
{\'{A}}gnes Tantos and
Be{\'{a}}ta Szab{\'{o}} and
Peter Tompa and
Jake Yue Chen and
Vladimir N. Uversky and
Zoran Obradovic and
A. Keith Dunker},
title = {DisProt: the Database of Disordered Proteins},
journal = {Nucleic Acids Res.},
volume = {35},
number = {Database-Issue},
pages = {786--793},
year = {2007},
url = {https://doi.org/10.1093/nar/gkl893},
doi = {10.1093/NAR/GKL893},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/SickmeierHLVCTSTCUOD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/DunkerOMRYOU07,
author = {A. Keith Dunker and
Christopher J. Oldfield and
Jingwei Meng and
Pedro Romero and
Jack Y. Yang and
Zoran Obradovic and
Vladimir N. Uversky},
title = {Intrinsically Disordered Proteins: Predictions and Applications},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics
and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical
School, Boston, MA, {USA}},
pages = {1},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/BIBE.2007.4375529},
doi = {10.1109/BIBE.2007.4375529},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/DunkerOMRYOU07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/DunkerOMRYOU07a,
author = {A. Keith Dunker and
Christopher J. Oldfield and
Jingwei Meng and
Pedro Romero and
Jack Y. Yang and
Zoran Obradovic and
Vladimir N. Uversky},
title = {Intrinsically Disordered Proteins: An Update},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics
and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical
School, Boston, MA, {USA}},
pages = {49--58},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/BIBE.2007.4375544},
doi = {10.1109/BIBE.2007.4375544},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/DunkerOMRYOU07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HanOHWV06,
author = {Bo Han and
Zoran Obradovic and
Zhang{-}Zhi Hu and
Cathy H. Wu and
Slobodan Vucetic},
title = {Substring selection for biomedical document classification},
journal = {Bioinform.},
volume = {22},
number = {17},
pages = {2136--2142},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl350},
doi = {10.1093/BIOINFORMATICS/BTL350},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/HanOHWV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/XuCOJ06,
author = {Qifang Xu and
Adrian A. Canutescu and
Zoran Obradovic and
Roland L. Dunbrack Jr.},
title = {ProtBuD: a database of biological unit structures of protein families
and superfamilies},
journal = {Bioinform.},
volume = {22},
number = {23},
pages = {2876--2882},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl490},
doi = {10.1093/BIOINFORMATICS/BTL490},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/XuCOJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/PengRVDO06,
author = {Kang Peng and
Predrag Radivojac and
Slobodan Vucetic and
A. Keith Dunker and
Zoran Obradovic},
title = {Length-dependent prediction of protein intrinsic disorder},
journal = {{BMC} Bioinform.},
volume = {7},
pages = {208},
year = {2006},
url = {https://doi.org/10.1186/1471-2105-7-208},
doi = {10.1186/1471-2105-7-208},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/PengRVDO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/HanVBO06,
author = {Bo Han and
Slobodan Vucetic and
Amy Braverman and
Zoran Obradovic},
title = {A statistical complement to deterministic algorithms for the retrieval
of aerosol optical thickness from radiance data},
journal = {Eng. Appl. Artif. Intell.},
volume = {19},
number = {7},
pages = {787--795},
year = {2006},
url = {https://doi.org/10.1016/j.engappai.2006.05.009},
doi = {10.1016/J.ENGAPPAI.2006.05.009},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/HanVBO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/QinO06,
author = {Yilian Qin and
Zoran Obradovic},
editor = {Gerhard Brewka and
Silvia Coradeschi and
Anna Perini and
Paolo Traverso},
title = {Efficient Learning from Massive Spatial-Temporal Data Through Selective
Support Vector Propagation},
booktitle = {{ECAI} 2006, 17th European Conference on Artificial Intelligence,
August 29 - September 1, 2006, Riva del Garda, Italy, Including Prestigious
Applications of Intelligent Systems {(PAIS} 2006), Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {141},
pages = {526--530},
publisher = {{IOS} Press},
year = {2006},
timestamp = {Thu, 12 Feb 2009 12:51:20 +0100},
biburl = {https://dblp.org/rec/conf/ecai/QinO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/HanOLV06,
author = {Bo Han and
Zoran Obradovic and
Zhanquing Li and
Slobodan Vucetic},
title = {Data Mining Support for the Improvement of {MODIS} Aerosol Retrievals},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2006, July 31 - August 4, 2006, Denver, Colorado, USA, Proceedings},
pages = {2453--2456},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IGARSS.2006.635},
doi = {10.1109/IGARSS.2006.635},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/HanOLV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/SongSAO06,
author = {Min Song and
Il{-}Yeol Song and
Robert B. Allen and
Zoran Obradovic},
editor = {Gary Marchionini and
Michael L. Nelson and
Catherine C. Marshall},
title = {Keyphrase extraction-based query expansion in digital libraries},
booktitle = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2006, Chapel
Hill, NC, USA, June 11-15, 2006, Proceedings},
pages = {202--209},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141753.1141800},
doi = {10.1145/1141753.1141800},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/SongSAO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/PokrajacMLKO05,
author = {Dragoljub Pokrajac and
Vasileios Megalooikonomou and
Aleksandar Lazarevic and
Despina Kontos and
Zoran Obradovic},
title = {Applying spatial distribution analysis techniques to classification
of 3D medical images},
journal = {Artif. Intell. Medicine},
volume = {33},
number = {3},
pages = {261--280},
year = {2005},
url = {https://doi.org/10.1016/j.artmed.2004.07.001},
doi = {10.1016/J.ARTMED.2004.07.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/PokrajacMLKO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/VuceticOVRPICLBSND05,
author = {Slobodan Vucetic and
Zoran Obradovic and
Vladimir Vacic and
Predrag Radivojac and
Kang Peng and
Lilia M. Iakoucheva and
Marc S. Cortese and
J. David Lawson and
Celeste J. Brown and
Jason G. Sikes and
Crystal D. Newton and
A. Keith Dunker},
title = {DisProt: a database of protein disorder},
journal = {Bioinform.},
volume = {21},
number = {1},
pages = {137--140},
year = {2005},
url = {https://doi.org/10.1093/bioinformatics/bth476},
doi = {10.1093/BIOINFORMATICS/BTH476},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/VuceticOVRPICLBSND05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/PengVRBDO05,
author = {Kang Peng and
Slobodan Vucetic and
Predrag Radivojac and
Celeste J. Brown and
A. Keith Dunker and
Zoran Obradovic},
title = {Optimizing Long Intrinsic Disorder Predictors with Protein Evolutionary
Information},
journal = {J. Bioinform. Comput. Biol.},
volume = {3},
number = {1},
pages = {35--60},
year = {2005},
url = {https://doi.org/10.1142/S0219720005000886},
doi = {10.1142/S0219720005000886},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/PengVRBDO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/VuceticO05,
author = {Slobodan Vucetic and
Zoran Obradovic},
title = {Collaborative Filtering Using a Regression-Based Approach},
journal = {Knowl. Inf. Syst.},
volume = {7},
number = {1},
pages = {1--22},
year = {2005},
url = {https://doi.org/10.1007/s10115-003-0123-8},
doi = {10.1007/S10115-003-0123-8},
timestamp = {Fri, 12 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/VuceticO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/MidicDO05,
author = {Uros Midic and
A. Keith Dunker and
Zoran Obradovic},
title = {Improving Protein Secondary-Structure Prediction by Predicting Ends
of Secondary-Structure Segments},
booktitle = {Proceedings of the 2005 {IEEE} Symposium on Computational Intelligence
in Bioinformatics and Computational Biology, {CIBCB} 2005, Embassy
Suites Hotel La Jolla, La Jolla, CA, USA, November 14 {\&} 15,
2005},
pages = {490--497},
publisher = {{IEEE}},
year = {2005},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/MidicDO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PengVO05,
author = {Kang Peng and
Slobodan Vucetic and
Zoran Obradovic},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Correcting Sampling Bias in Structural Genomics through Iterative
Selection of Underrepresented Targets},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {621--625},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.73},
doi = {10.1137/1.9781611972757.73},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PengVO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/RadivojacCDO04,
author = {Predrag Radivojac and
Nitesh V. Chawla and
A. Keith Dunker and
Zoran Obradovic},
title = {Classification and knowledge discovery in protein databases},
journal = {J. Biomed. Informatics},
volume = {37},
number = {4},
pages = {224--239},
year = {2004},
url = {https://doi.org/10.1016/j.jbi.2004.07.008},
doi = {10.1016/J.JBI.2004.07.008},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/RadivojacCDO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/PengOV04,
author = {Kang Peng and
Zoran Obradovic and
Slobodan Vucetic},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Lorenza Saitta},
title = {Towards Efficient Learning of Neural Network Ensembles from Arbitrarily
Large Datasets},
booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
ECAI'2004, including Prestigious Applicants of Intelligent Systems,
{PAIS} 2004, Valencia, Spain, August 22-27, 2004},
pages = {623--627},
publisher = {{IOS} Press},
year = {2004},
timestamp = {Fri, 11 May 2018 12:42:30 +0200},
biburl = {https://dblp.org/rec/conf/ecai/PengOV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/RadivojacODV04,
author = {Predrag Radivojac and
Zoran Obradovic and
A. Keith Dunker and
Slobodan Vucetic},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Feature Selection Filters Based on the Permutation Test},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {334--346},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_32},
doi = {10.1007/978-3-540-30115-8\_32},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/RadivojacODV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KontosMPLOBFMS04,
author = {Despina Kontos and
Vasileios Megalooikonomou and
Dragoljub Pokrajac and
Aleksandar Lazarevic and
Zoran Obradovic and
Orest B. Boyko and
James Ford and
Fillia Makedon and
Andrew J. Saykin},
editor = {Christian Barillot and
David R. Haynor and
Pierre Hellier},
title = {Extraction of Discriminative Functional {MRI} Activation Patterns
and an Application to Alzheimer's Disease},
booktitle = {Medical Image Computing and Computer-Assisted Intervention -- {MICCAI}
2004, 7th International Conference Saint-Malo, France, September 26-29,
2004, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3217},
pages = {727--735},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30136-3\_89},
doi = {10.1007/978-3-540-30136-3\_89},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KontosMPLOBFMS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/PengOV04,
author = {Kang Peng and
Zoran Obradovic and
Slobodan Vucetic},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Tiffany A. Jung and
Teri E. Klein},
title = {Exploring Bias in the Protein Data Bank Using Contrast Classifiers},
booktitle = {Biocomputing 2004, Proceedings of the Pacific Symposium, Hawaii, USA,
6-10 January 2004},
pages = {435--446},
publisher = {World Scientific},
year = {2004},
url = {http://psb.stanford.edu/psb-online/proceedings/psb04/peng.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/PengOV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PokrajacHO03,
author = {Dragoljub Pokrajac and
Reed L. Hoskinson and
Zoran Obradovic},
title = {Modeling Spatial-Temporal Data with a Short Observation History},
journal = {Knowl. Inf. Syst.},
volume = {5},
number = {3},
pages = {368--386},
year = {2003},
url = {https://doi.org/10.1007/10.1007/s10115-002-0094-1},
doi = {10.1007/10.1007/S10115-002-0094-1},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PokrajacHO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengVHXO03,
author = {Kang Peng and
Slobodan Vucetic and
Bo Han and
Hongbo M. Xie and
Zoran Obradovic},
title = {Exploiting Unlabeled Data for Improving Accuracy of Predictive Data
Mining},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {267--274},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250929},
doi = {10.1109/ICDM.2003.1250929},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PengVHXO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nci/HanVO03,
author = {Bo Han and
Slobodan Vucetic and
Zoran Obradovic},
title = {Reranking Medline Citations by Relevance to a Difficult Biological
Query},
booktitle = {Proceedings of the {IASTED} International Conference on Neural Networks
and Computational Intelligence, {NCI} 2003, May 19-21, 2003, Cancun,
Mexico},
pages = {38--43},
publisher = {{IASTED/ACTA} Press},
year = {2003},
timestamp = {Tue, 14 Oct 2003 16:07:40 +0200},
biburl = {https://dblp.org/rec/conf/nci/HanVO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/RadivojacOBD03,
author = {Predrag Radivojac and
Zoran Obradovic and
Celeste J. Brown and
A. Keith Dunker},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein},
title = {Prediction of Boundaries Between Intrinsically Ordered and Disordered
Protein Regions},
booktitle = {Proceedings of the 8th Pacific Symposium on Biocomputing, {PSB} 2003,
Lihue, Hawaii, USA, January 3-7, 2003},
pages = {216--227},
year = {2003},
url = {http://psb.stanford.edu/psb-online/proceedings/psb03/radivojac.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/RadivojacOBD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VuceticPXO03,
author = {Slobodan Vucetic and
Dragoljub Pokrajac and
Hongbo M. Xie and
Zoran Obradovic},
editor = {Daniel Barbar{\'{a}} and
Chandrika Kamath},
title = {Detection of Underrepresented Biological Sequences using Class-Conditional
Distribution Models},
booktitle = {Proceedings of the Third {SIAM} International Conference on Data Mining,
San Francisco, CA, USA, May 1-3, 2003},
pages = {279--283},
publisher = {{SIAM}},
year = {2003},
url = {https://doi.org/10.1137/1.9781611972733.30},
doi = {10.1137/1.9781611972733.30},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VuceticPXO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/LazarevicO02,
author = {Aleksandar Lazarevic and
Zoran Obradovic},
title = {Boosting Algorithms for Parallel and Distributed Learning},
journal = {Distributed Parallel Databases},
volume = {11},
number = {2},
pages = {203--229},
year = {2002},
url = {https://doi.org/10.1023/A:1013992203485},
doi = {10.1023/A:1013992203485},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dpd/LazarevicO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/LazarevicO02,
author = {Aleksandar Lazarevic and
Zoran Obradovic},
title = {Knowledge Discovery in Multiple Spatial Databases},
journal = {Neural Comput. Appl.},
volume = {10},
number = {4},
pages = {339--350},
year = {2002},
url = {https://doi.org/10.1007/s005210200006},
doi = {10.1007/S005210200006},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/LazarevicO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/RadivojacOBD02,
author = {Predrag Radivojac and
Zoran Obradovic and
Celeste J. Brown and
A. Keith Dunker},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein},
title = {Improving Sequence Alignments For Intrinsically Disordered Proteins},
booktitle = {Proceedings of the 7th Pacific Symposium on Biocomputing, {PSB} 2002,
Lihue, Hawaii, USA, January 3-7, 2002},
pages = {589--600},
year = {2002},
url = {http://psb.stanford.edu/psb-online/proceedings/psb02/radivojac.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/RadivojacOBD02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vda/Megalooikonomou02,
author = {Vasileios Megalooikonomou and
Dragoljub Pokrajac and
Aleksandar Lazarevic and
Zoran Obradovic},
editor = {Robert F. Erbacher and
Philip C. Chen and
Matti Gr{\"{o}}hn and
Jonathan C. Roberts and
Craig M. Wittenbrink},
title = {Effective classification of 3D image data using partitioning methods},
booktitle = {Visualization and Data Analysis 2002, San Jose, CA, USA, January 19,
2002},
series = {{SPIE} Proceedings},
volume = {4665},
pages = {62--73},
publisher = {{SPIE}},
year = {2002},
url = {https://doi.org/10.1117/12.458811},
doi = {10.1117/12.458811},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vda/Megalooikonomou02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LazarevicO01,
author = {Aleksandar Lazarevic and
Zoran Obradovic},
title = {Adaptive boosting techniques in heterogeneous and spatial databases},
journal = {Intell. Data Anal.},
volume = {5},
number = {4},
pages = {285--308},
year = {2001},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00057},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LazarevicO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VuceticO01,
author = {Slobodan Vucetic and
Zoran Obradovic},
editor = {Luc De Raedt and
Peter A. Flach},
title = {Classification on Data with Biased Class Distribution},
booktitle = {Machine Learning: {EMCL} 2001, 12th European Conference on Machine
Learning, Freiburg, Germany, September 5-7, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2167},
pages = {527--538},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44795-4\_45},
doi = {10.1007/3-540-44795-4\_45},
timestamp = {Sun, 25 Oct 2020 23:05:12 +0100},
biburl = {https://dblp.org/rec/conf/ecml/VuceticO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LazarevicO01,
author = {Aleksandar Lazarevic and
Zoran Obradovic},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {The distributed boosting algorithm},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {311--316},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502557},
doi = {10.1145/502512.502557},
timestamp = {Tue, 01 Jun 2021 15:21:34 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LazarevicO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LazarevicO01,
author = {Aleksandar Lazarevic and
Zoran Obradovic},
editor = {Luc De Raedt and
Arno Siebes},
title = {Data Reduction Using Multiple Models Integration},
booktitle = {Principles of Data Mining and Knowledge Discovery, 5th European Conference,
{PKDD} 2001, Freiburg, Germany, September 3-5, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2168},
pages = {301--313},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44794-6\_25},
doi = {10.1007/3-540-44794-6\_25},
timestamp = {Sun, 25 Oct 2020 22:53:46 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LazarevicO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/WilliamsOMBGYTBD01,
author = {R. M. Williams and
Zoran Obradovic and
V. Mathura and
W. Braun and
E. C. Garner and
J. Young and
S. Takayama and
Celeste J. Brown and
A. Keith Dunker},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein},
title = {The Protein Non-Folding Problem: Amino Acid Determinants of Intrinsic
Order and Disorder},
booktitle = {Proceedings of the 6th Pacific Symposium on Biocomputing, {PSB} 2001,
Hawaii, USA, January 3-7, 2001},
pages = {89--100},
year = {2001},
url = {http://psb.stanford.edu/psb-online/proceedings/psb01/williams.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/WilliamsOMBGYTBD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LazarevicO01,
author = {Aleksandar Lazarevic and
Zoran Obradovic},
editor = {Vipin Kumar and
Robert L. Grossman},
title = {Boosting Localized Classifiers in Heterogeneous Databases},
booktitle = {Proceedings of the First {SIAM} International Conference on Data Mining,
{SDM} 2001, Chicago, IL, USA, April 5-7, 2001},
pages = {1--16},
publisher = {{SIAM}},
year = {2001},
url = {https://doi.org/10.1137/1.9781611972719.14},
doi = {10.1137/1.9781611972719.14},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LazarevicO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PokrajacO01,
author = {Dragoljub Pokrajac and
Zoran Obradovic},
editor = {Vipin Kumar and
Robert L. Grossman},
title = {Improved Spatial-Temporal Forecasting through Modelling of Spatial
Residuals in Recent History},
booktitle = {Proceedings of the First {SIAM} International Conference on Data Mining,
{SDM} 2001, Chicago, IL, USA, April 5-7, 2001},
pages = {1--17},
publisher = {{SIAM}},
year = {2001},
url = {https://doi.org/10.1137/1.9781611972719.9},
doi = {10.1137/1.9781611972719.9},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PokrajacO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/RomeroOD00,
author = {Pedro Romero and
Zoran Obradovic and
A. Keith Dunker},
title = {Intelligent Data Analysis for Protein Disorder Prediction},
journal = {Artif. Intell. Rev.},
volume = {14},
number = {6},
pages = {447--484},
year = {2000},
url = {https://doi.org/10.1023/A:1006678623815},
doi = {10.1023/A:1006678623815},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/RomeroOD00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/KarguptaGKO00,
author = {Hillol Kargupta and
Joydeep Ghosh and
Vipin Kumar and
Zoran Obradovic},
title = {Report from the Workshop on Distributed and Parallel Knowledge Discovery,
{ACM} {SIGKDD-2000}},
journal = {{SIGKDD} Explor.},
volume = {2},
number = {2},
pages = {108--109},
year = {2000},
url = {https://doi.org/10.1145/380995.381057},
doi = {10.1145/380995.381057},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/KarguptaGKO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LazarevicPO00,
author = {Aleksandar Lazarevic and
Dragoljub Pokrajac and
Zoran Obradovic},
title = {Distributed clustering and local regression for knowledge discovery
in multiple spatial databases},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {129--134},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-20.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LazarevicPO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esm/PokrajacOF00,
author = {Dragoljub Pokrajac and
Zoran Obradovic and
Tim Fiez},
editor = {Rik Van Landeghem},
title = {A tool for controlled knowledge discovery in spatial domains},
booktitle = {14\({}^{\mbox{th}}\) European Simulation Multiconference - Simulation
and Modelling: Enablers for a Better Quality of Life, May 23-26, 2000,
Ghent, Belgium},
pages = {26--32},
publisher = {{SCS} Europe},
year = {2000},
timestamp = {Tue, 05 Nov 2002 10:53:41 +0100},
biburl = {https://dblp.org/rec/conf/esm/PokrajacOF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esm/PokrajacOF00a,
author = {Dragoljub Pokrajac and
Zoran Obradovic and
Tim Fiez},
editor = {Rik Van Landeghem},
title = {Understanding the influence of noise, sampling density and data distribution
on spatial prediction quality through the use of simulated data},
booktitle = {14\({}^{\mbox{th}}\) European Simulation Multiconference - Simulation
and Modelling: Enablers for a Better Quality of Life, May 23-26, 2000,
Ghent, Belgium},
pages = {706--708},
publisher = {{SCS} Europe},
year = {2000},
timestamp = {Tue, 05 Nov 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esm/PokrajacOF00a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/LazarevicFO00,
author = {Aleksandar Lazarevic and
Tim Fiez and
Zoran Obradovic},
title = {A Software System for Spatial Data Analysis and Modeling},
booktitle = {33rd Annual Hawaii International Conference on System Sciences (HICSS-33),
4-7 January, 2000, Maui, Hawaii, {USA}},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/HICSS.2000.926648},
doi = {10.1109/HICSS.2000.926648},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/LazarevicFO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VuceticO00,
author = {Slobodan Vucetic and
Zoran Obradovic},
editor = {Pat Langley},
title = {Discovering Homogeneous Regions in Spatial Data through Competition},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {1095--1102},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/VuceticO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PokrajacO00,
author = {Dragoljub Pokrajac and
Zoran Obradovic},
title = {Learning Heterogeneous Functions from Sparse and Non-Uniform Sample},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {103--108},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861288},
doi = {10.1109/IJCNN.2000.861288},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PokrajacO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KarguptaCKO00,
author = {Hillol Kargupta and
Philip Chan and
Vipin Kumar and
Zoran Obradovic},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Distributed and parallel knowledge discovery (workshop session - title
only)},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {534},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347533},
doi = {10.1145/347090.347533},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KarguptaCKO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/VuceticO00,
author = {Slobodan Vucetic and
Zoran Obradovic},
editor = {Takao Terano and
Huan Liu and
Arbee L. P. Chen},
title = {Performance Controlled Data Reduction for Knowledge Discovery in Distributed
Databases},
booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1805},
pages = {29--39},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45571-X\_6},
doi = {10.1007/3-540-45571-X\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/VuceticO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LazarevicFO00,
author = {Aleksandar Lazarevic and
Tim Fiez and
Zoran Obradovic},
editor = {Takao Terano and
Huan Liu and
Arbee L. P. Chen},
title = {Adaptive Boosting for Spatial Functions with Unstable Driving Attributes},
booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1805},
pages = {329--340},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45571-X\_38},
doi = {10.1007/3-540-45571-X\_38},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LazarevicFO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/VuceticFO99,
author = {Slobodan Vucetic and
Tim Fiez and
Zoran Obradovic},
title = {A data partitioning scheme for spatial regression},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2474--2479},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833460},
doi = {10.1109/IJCNN.1999.833460},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/VuceticFO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LazarevicXFO99,
author = {Aleksandar Lazarevic and
Xiaowei Xu and
Tim Fiez and
Zoran Obradovic},
title = {Clustering-regression-ordering steps for knowledge discovery in spatial
databases},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2530--2534},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833471},
doi = {10.1109/IJCNN.1999.833471},
timestamp = {Fri, 06 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LazarevicXFO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ObradovicO99,
author = {Dragan Obradovic and
Zoran Obradovic},
title = {Efficient probability density balancing for supporting distributed
knowledge discovery in large databases},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2535--2538},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833472},
doi = {10.1109/IJCNN.1999.833472},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ObradovicO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PokrajacFOKO99,
author = {Dragoljub Pokrajac and
Tim Fiez and
Dragan Obradovic and
Stephen Kwek and
Zoran Obradovic},
title = {Distribution comparison for site-specific regression modeling in agriculture},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {3937--3941},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.830786},
doi = {10.1109/IJCNN.1999.830786},
timestamp = {Wed, 31 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PokrajacFOKO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismvl/NgomSO98,
author = {Alioune Ngom and
Ivan Stojmenovic and
Zoran Obradovic},
title = {Minimization of Multivalued Multithreshold Perceptrons using Genetic
Algorithms},
booktitle = {28th {IEEE} International Symposium on Multiple-Valued Logic, {ISMVL}
1998, Fukuoka, Japan, May 27-29, 1998, Proceedings},
pages = {209--214},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ISMVL.1998.679434},
doi = {10.1109/ISMVL.1998.679434},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismvl/NgomSO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/DrossuO97,
author = {Radu Drossu and
Zoran Obradovic},
title = {{INFFC} data analysis: lower bounds and testbed design recommendations},
booktitle = {Proceedings of the {IEEE/IAFE} 1997 Computational Intelligence for
Financial Engineering, CIFEr 1997, New York City, USA, March 24-25,
1997},
pages = {71--74},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/CIFER.1997.618915},
doi = {10.1109/CIFER.1997.618915},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cifer/DrossuO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/DrossuO97,
author = {Radu Drossu and
Zoran Obradovic},
title = {Regime Signaling Techniques for Non-stationary Time Series},
booktitle = {30th Annual Hawaii International Conference on System Sciences (HICSS-30),
7-10 January 1997, Maui, Hawaii, {USA}},
pages = {530--538},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/HICSS.1997.663213},
doi = {10.1109/HICSS.1997.663213},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/DrossuO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/RomeroOKVD97,
author = {Pedro Romero and
Zoran Obradovic and
C. Kissinger and
J. E. Villafranca and
A. Keith Dunker},
title = {Identifying disordered regions in proteins from amino acid sequence},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {90--95},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.611643},
doi = {10.1109/ICNN.1997.611643},
timestamp = {Fri, 16 Aug 2019 17:38:27 +0200},
biburl = {https://dblp.org/rec/conf/icnn/RomeroOKVD97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/ChenowethOL96,
author = {Tim Chenoweth and
Zoran Obradovic and
Sauchi Stephen Lee},
title = {Embedding Technical Analysis Into Neural Network Based Trading Systems},
journal = {Appl. Artif. Intell.},
volume = {10},
number = {6},
pages = {523--542},
year = {1996},
url = {https://doi.org/10.1080/088395196118416},
doi = {10.1080/088395196118416},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/ChenowethOL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenowethO96,
author = {Tim Chenoweth and
Zoran Obradovic},
title = {A multi-component nonlinear prediction system for the S{\&}P 500
Index},
journal = {Neurocomputing},
volume = {10},
number = {3},
pages = {275--290},
year = {1996},
url = {https://doi.org/10.1016/0925-2312(95)00109-3},
doi = {10.1016/0925-2312(95)00109-3},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChenowethO96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/ObradovicM96,
author = {Zoran Obradovic and
Iuri Mehr},
title = {Parallel neural network learning through repetitive bounded depth
trajectory branching},
journal = {Neural Parallel Sci. Comput.},
volume = {4},
number = {4},
pages = {475--492},
year = {1996},
url = {http://dl.acm.org/citation.cfm?id=254753},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npsc/ObradovicM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esm/DrossuOF96,
author = {Radu Drossu and
Zoran Obradovic and
Justin Fletcher},
editor = {Andr{\'{a}}s J{\'{a}}vor and
Axel Lehmann and
Istvan Moln{\'{a}}r},
title = {A Flexible Graphical User Interface to Heterogeneous Neural Network
Simulators},
booktitle = {Modelling and Simulation, ESM96, June 2-6, 1996, Budapest University
of Economic Sciences},
pages = {273--277},
publisher = {SCS, The Society for Computer Simulation International},
year = {1996},
timestamp = {Mon, 27 Feb 2023 10:45:50 +0100},
biburl = {https://dblp.org/rec/conf/esm/DrossuOF96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/MilenkovicOL96,
author = {Srdjan Milenkovic and
Zoran Obradovic and
Vanco B. Litovski},
title = {Annealing based dynamic learning in second-order neural networks},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {458--463},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.548936},
doi = {10.1109/ICNN.1996.548936},
timestamp = {Fri, 23 Aug 2019 13:25:16 +0200},
biburl = {https://dblp.org/rec/conf/icnn/MilenkovicOL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/FletcherO95,
author = {Justin Fletcher and
Zoran Obradovic},
title = {A discrete approach to constructive neural network learning},
journal = {Neural Parallel Sci. Comput.},
volume = {3},
number = {3},
pages = {307--320},
year = {1995},
url = {http://dl.acm.org/citation.cfm?id=213260},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npsc/FletcherO95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/ObradovicP94,
author = {Zoran Obradovic and
Ian Parberry},
title = {Learning with Discrete Multi-valued Neurons},
journal = {J. Comput. Syst. Sci.},
volume = {49},
number = {2},
pages = {375--390},
year = {1994},
url = {https://doi.org/10.1016/S0022-0000(05)80055-8},
doi = {10.1016/S0022-0000(05)80055-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcss/ObradovicP94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icec/ObradovicS94,
author = {Zoran Obradovic and
Rangarajan Srikumar},
title = {Evolutionary Design of Application Tailored Neural Networks},
booktitle = {Proceedings of the First {IEEE} Conference on Evolutionary Computation,
{IEEE} World Congress on Computational Intelligence, Orlando, Florida,
USA, June 27-29, 1994},
pages = {284--289},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICEC.1994.349938},
doi = {10.1109/ICEC.1994.349938},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icec/ObradovicS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/MehrO94,
author = {Iuri Mehr and
Zoran Obradovic},
editor = {Howard Jay Siegel},
title = {Parallel Neural Network Learning Through Repetitive Bounded Depth
Trajectory Branching},
booktitle = {Proceedings of the 8th International Symposium on Parallel Processing,
Canc{\'{u}}n, Mexico, April 1994},
pages = {784--791},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/IPPS.1994.288215},
doi = {10.1109/IPPS.1994.288215},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/MehrO94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/FletcherO93,
author = {Justin Fletcher and
Zoran Obradovic},
title = {Parallel and Distributed Systems for Constructive Neural Network Learning},
booktitle = {Proceedings of the Second International Symposium on High Performance
Distributed Computing, {HPDC} '93, Spokane, WA, USA, July 20-23, 1993},
pages = {174--178},
publisher = {{IEEE}},
year = {1993},
url = {https://doi.org/10.1109/HPDC.1993.263844},
doi = {10.1109/HPDC.1993.263844},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/hpdc/FletcherO93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/ObradovicP92,
author = {Zoran Obradovic and
Ian Parberry},
title = {Computing with Discrete Multi-Valued Neurons},
journal = {J. Comput. Syst. Sci.},
volume = {45},
number = {3},
pages = {471--492},
year = {1992},
url = {https://doi.org/10.1016/0022-0000(92)90035-H},
doi = {10.1016/0022-0000(92)90035-H},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/ObradovicP92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ObradovicY90,
author = {Zoran Obradovic and
Peiyuan Yan},
title = {Small Depth Polynomial Size Neural Networks},
journal = {Neural Comput.},
volume = {2},
number = {4},
pages = {402--404},
year = {1990},
url = {https://doi.org/10.1162/neco.1990.2.4.402},
doi = {10.1162/NECO.1990.2.4.402},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ObradovicY90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ObradovicP90,
author = {Zoran Obradovic and
Ian Parberry},
editor = {Bruce W. Porter and
Raymond J. Mooney},
title = {Learning with Discrete Multi-Valued Neurons},
booktitle = {Machine Learning, Proceedings of the Seventh International Conference
on Machine Learning, Austin, Texas, USA, June 21-23, 1990},
pages = {392--399},
publisher = {Morgan Kaufmann},
year = {1990},
url = {https://doi.org/10.1016/b978-1-55860-141-3.50050-x},
doi = {10.1016/B978-1-55860-141-3.50050-X},
timestamp = {Thu, 25 Jul 2019 17:43:05 +0200},
biburl = {https://dblp.org/rec/conf/icml/ObradovicP90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ObradovicP89,
author = {Zoran Obradovic and
Ian Parberry},
editor = {David S. Touretzky},
title = {Analog Neural Networks of Limited Precision {I:} Computing with Multilinear
Threshold Functions},
booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference,
Denver, Colorado, USA, November 27-30, 1989]},
pages = {702--709},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://papers.nips.cc/paper/232-analog-neural-networks-of-limited-precision-i-computing-with-multilinear-threshold-functions},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ObradovicP89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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