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@inproceedings{DBLP:conf/sdm/AbbasiFSV19,
author = {Mohsen Abbasi and
Sorelle A. Friedler and
Carlos Scheidegger and
Suresh Venkatasubramanian},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Fairness in representation: quantifying stereotyping as a representational
harm},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {801--809},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.90},
doi = {10.1137/1.9781611975673.90},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AbbasiFSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AmsalegCHKRT19,
author = {Laurent Amsaleg and
Oussama Chelly and
Michael E. Houle and
Ken{-}ichi Kawarabayashi and
Milos Radovanovic and
Weeris Treeratanajaru},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Intrinsic Dimensionality Estimation within Tight Localities},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {181--189},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.21},
doi = {10.1137/1.9781611975673.21},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AmsalegCHKRT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ArrigoT19,
author = {Francesca Arrigo and
Francesco Tudisco},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Multi-Dimensional, Multilayer, Nonlinear and Dynamic {HITS}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {369--377},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.42},
doi = {10.1137/1.9781611975673.42},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ArrigoT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AshfahaniP19,
author = {Andri Ashfahani and
Mahardhika Pratama},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Autonomous Deep Learning: Continual Learning Approach for Dynamic
Environments},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {666--674},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.75},
doi = {10.1137/1.9781611975673.75},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AshfahaniP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BelaidBL19,
author = {Mohamed{-}Bachir Belaid and
Christian Bessiere and
Nadjib Lazaar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Constraint Programming for Association Rules},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {127--135},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.15},
doi = {10.1137/1.9781611975673.15},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BelaidBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BhowmikCXR19,
author = {Avradeep Bhowmik and
Minmin Chen and
Zhengming Xing and
Suju Rajan},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {EstImAgg: {A} Learning Framework for Groupwise Aggregated Data},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {477--485},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.54},
doi = {10.1137/1.9781611975673.54},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BhowmikCXR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BohnGO19,
author = {Bastian Bohn and
Michael Griebel and
Jens Oettershagen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Optimally rotated coordinate systems for adaptive least-squares regression
on sparse grids},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {163--171},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.19},
doi = {10.1137/1.9781611975673.19},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BohnGO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BrowneMTVB19,
author = {James Browne and
Disa Mhembere and
Tyler M. Tomita and
Joshua T. Vogelstein and
Randal C. Burns},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Forest Packing: Fast Parallel, Decision Forests},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {46--54},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.6},
doi = {10.1137/1.9781611975673.6},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BrowneMTVB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiGJ19,
author = {Lei Cai and
Hongyang Gao and
Shuiwang Ji},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {630--638},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.71},
doi = {10.1137/1.9781611975673.71},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/CaiGJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CharoenphakdeeS19,
author = {Nontawat Charoenphakdee and
Masashi Sugiyama},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Positive-Unlabeled Classification under Class Prior Shift and Asymmetric
Error},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {271--279},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.31},
doi = {10.1137/1.9781611975673.31},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CharoenphakdeeS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenP19,
author = {Liangzhe Chen and
B. Aditya Prakash},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Joint Post and Link-level Influence Modeling on Social Media},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {262--270},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.30},
doi = {10.1137/1.9781611975673.30},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengGSHL19,
author = {Lu Cheng and
Ruocheng Guo and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Hierarchical Attention Networks for Cyberbullying Detection on the
Instagram Social Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {235--243},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.27},
doi = {10.1137/1.9781611975673.27},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengGSHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingLBL19,
author = {Kaize Ding and
Jundong Li and
Rohit Bhanushali and
Huan Liu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {594--602},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.67},
doi = {10.1137/1.9781611975673.67},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DingLBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FanFSLW19,
author = {Miao Fan and
Chao Feng and
Mingming Sun and
Ping Li and
Haifeng Wang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Reading Customer Reviews to Answer Product-related Questions},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {567--575},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.64},
doi = {10.1137/1.9781611975673.64},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FanFSLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FanWCHH19,
author = {Yan Fan and
Chengyu Wang and
Boxing Chen and
Zhongkai Hu and
Xiaofeng He},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{SPMM:} {A} Soft Piecewise Mapping Model for Bilingual Lexicon Induction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {244--252},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.28},
doi = {10.1137/1.9781611975673.28},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FanWCHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FangCHF19,
author = {Huang Fang and
Minhao Cheng and
Cho{-}Jui Hsieh and
Michael P. Friedlander},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Fast Training for Large-Scale One-versus-All Linear Classifiers using
Tree-Structured Initialization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {280--288},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.32},
doi = {10.1137/1.9781611975673.32},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FangCHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GolshanTT19,
author = {Behzad Golshan and
Evimaria Terzi and
Panayiotis Tsaparas},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Recommendations for optimizing the collective user experience},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {792--800},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.89},
doi = {10.1137/1.9781611975673.89},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GolshanTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoDEKOCCI19,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Accelerated Experimental Design for Pairwise Comparisons},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {432--440},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.49},
doi = {10.1137/1.9781611975673.49},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GuoDEKOCCI19.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/HeQR19,
author = {Jiayuan He and
Jianzhong Qi and
Kotagiri Ramamohanarao},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Query-Aware Bayesian Committee Machine for Scalable Gaussian Process
Regression},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {208--216},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.24},
doi = {10.1137/1.9781611975673.24},
timestamp = {Thu, 06 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HeQR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HendersonMDKSGH19,
author = {Jette Henderson and
Bradley A. Malin and
Joshua C. Denny and
Abel N. Kho and
Jimeng Sun and
Joydeep Ghosh and
Joyce C. Ho},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{CP} Tensor Decomposition with Cannot-Link Intermode Constraints},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {711--719},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.80},
doi = {10.1137/1.9781611975673.80},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HendersonMDKSGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiF19,
author = {Bryan Hooi and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Branch and Border: Partition-Based Change Detection in Multivariate
Time Series},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {504--512},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.57},
doi = {10.1137/1.9781611975673.57},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSLF19,
author = {Bryan Hooi and
Kijung Shin and
Shenghua Liu and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{SMF:} Drift-Aware Matrix Factorization with Seasonal Patterns},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {621--629},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.70},
doi = {10.1137/1.9781611975673.70},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiSLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaLKNKK19,
author = {Xiaowei Jia and
Sheng Li and
Ankush Khandelwal and
Guruprasad Nayak and
Anuj Karpatne and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Spatial Context-Aware Networks for Mining Temporal Discriminative
Period in Land Cover Detection},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {513--521},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.58},
doi = {10.1137/1.9781611975673.58},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaLKNKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaNKKK19,
author = {Xiaowei Jia and
Guruprasad Nayak and
Ankush Khandelwal and
Anuj Karpatne and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation:
An Application in Land Cover Detection},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {540--548},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.61},
doi = {10.1137/1.9781611975673.61},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaNKKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaWKRZSK19,
author = {Xiaowei Jia and
Jared Willard and
Anuj Karpatne and
Jordan S. Read and
Jacob Zwart and
Michael S. Steinbach and
Vipin Kumar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Physics Guided RNNs for Modeling Dynamical Systems: {A} Case Study
in Simulating Lake Temperature Profiles},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {558--566},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.63},
doi = {10.1137/1.9781611975673.63},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JiaWKRZSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JohanssonLB19,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Calibrating Probability Estimation Trees using Venn-Abers Predictors},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {28--36},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.4},
doi = {10.1137/1.9781611975673.4},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JohanssonLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KaltenpothV19,
author = {David Kaltenpoth and
Jilles Vreeken},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {We Are Not Your Real Parents: Telling Causal from Confounded using
{MDL}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {199--207},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.23},
doi = {10.1137/1.9781611975673.23},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KaltenpothV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KeneshlooRR19,
author = {Yaser Keneshloo and
Naren Ramakrishnan and
Chandan K. Reddy},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Transfer Reinforcement Learning for Text Summarization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {675--683},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.76},
doi = {10.1137/1.9781611975673.76},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KeneshlooRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KimKLK19,
author = {Raehyun Kim and
Hyunjae Kim and
Janghyuk Lee and
Jaewoo Kang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Predicting Multiple Demographic Attributes with Task Specific Embedding
Transformation and Attention Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {765--773},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.86},
doi = {10.1137/1.9781611975673.86},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KimKLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KlosterSP19,
author = {Kyle Kloster and
Blair D. Sullivan and
Andrew van der Poel},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Mining Maximal Induced Bicliques using Odd Cycle Transversals},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {324--332},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.37},
doi = {10.1137/1.9781611975673.37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KlosterSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KylasaRMG19,
author = {Sudhir B. Kylasa and
Fred (Farbod) Roosta and
Michael W. Mahoney and
Ananth Grama},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{GPU} Accelerated Sub-Sampled Newton's Method for Convex Classification
Problems},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {702--710},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.79},
doi = {10.1137/1.9781611975673.79},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KylasaRMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LambaA19,
author = {Hemank Lamba and
Leman Akoglu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Learning On-the-Job to Re-rank Anomalies from Top-1 Feedback},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {612--620},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.69},
doi = {10.1137/1.9781611975673.69},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LambaA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LandeiroTC19,
author = {Virgile Landeiro and
Tuan Tran and
Aron Culotta},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Discovering and Controlling for Latent Confounds in Text Classification
Using Adversarial Domain Adaptation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {298--305},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.34},
doi = {10.1137/1.9781611975673.34},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LandeiroTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LavaniaB19,
author = {Chandrashekhar Lavania and
Jeff A. Bilmes},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Auto-Summarization: {A} Step Towards Unsupervised Learning of a Submodular
Mixture},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {396--404},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.45},
doi = {10.1137/1.9781611975673.45},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LavaniaB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiCGLCG19,
author = {Dongsheng Li and
Chao Chen and
Zhilin Gong and
Tun Lu and
Stephen M. Chu and
Ning Gu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Collaborative Filtering with Noisy Ratings},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {747--755},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.84},
doi = {10.1137/1.9781611975673.84},
timestamp = {Sat, 21 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiCGLCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiL19,
author = {Xiaosheng Li and
Jessica Lin},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Linear Time Motif Discovery in Time Series},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {136--144},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.16},
doi = {10.1137/1.9781611975673.16},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZL19,
author = {Dingcheng Li and
Jingyuan Zhang and
Ping Li},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{TMSA:} {A} Mutual Learning Model for Topic Discovery and Word Embedding},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {684--692},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.77},
doi = {10.1137/1.9781611975673.77},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZLLH19,
author = {Sha Li and
Chao Zhang and
Dongming Lei and
Ji Li and
Jiawei Han},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {GeoAttn: Localization of Social Media Messages via Attentional Memory
Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {64--72},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.8},
doi = {10.1137/1.9781611975673.8},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZLLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiangWMQH19,
author = {Xiaoyuan Liang and
Guiling Wang and
Martin Renqiang Min and
Yi Qi and
Zhu Han},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {100--108},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.12},
doi = {10.1137/1.9781611975673.12},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiangWMQH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinWW19,
author = {Li Lin and
Lijie Wen and
Jianmin Wang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {MM-Pred: {A} Deep Predictive Model for Multi-attribute Event Sequence},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {118--126},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.14},
doi = {10.1137/1.9781611975673.14},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuLFL19,
author = {Chaochun Liu and
Yaliang Li and
Hongliang Fei and
Ping Li},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Skip-Gram Networks for Text Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {145--153},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.17},
doi = {10.1137/1.9781611975673.17},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuLFL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuLWT19,
author = {Kai Liu and
Qiuwei Li and
Hua Wang and
Gongguo Tang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Spherical Principal Component Analysis},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {387--395},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.44},
doi = {10.1137/1.9781611975673.44},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuLWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuTZ19,
author = {Boyang Liu and
Pang{-}Ning Tan and
Jiayu Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Augmented Multi-Task Learning by Optimal Transport},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {19--27},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.3},
doi = {10.1137/1.9781611975673.3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuZLYZSH19,
author = {Chenghao Liu and
Teng Zhang and
Jundong Li and
Jianwen Yin and
Peilin Zhao and
Jianling Sun and
Steven C. H. Hoi},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Robust Factorization Machine: {A} Doubly Capped Norms Minimization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {738--746},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.83},
doi = {10.1137/1.9781611975673.83},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuZLYZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuZSGK19,
author = {Yike Liu and
Linhong Zhu and
Pedro A. Szekely and
Aram Galstyan and
Danai Koutra},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Coupled Clustering of Time-Series and Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {531--539},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.60},
doi = {10.1137/1.9781611975673.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuZSGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuoH19,
author = {Zhipeng Luo and
Milos Hauskrecht},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Region-Based Active Learning with Hierarchical and Adaptive Region
Construction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {441--449},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.50},
doi = {10.1137/1.9781611975673.50},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuoH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaWAYT19,
author = {Yao Ma and
Suhang Wang and
Charu C. Aggarwal and
Dawei Yin and
Jiliang Tang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Multi-dimensional Graph Convolutional Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {657--665},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.74},
doi = {10.1137/1.9781611975673.74},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MaWAYT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MeertensDHT19,
author = {Q. A. Meertens and
C. G. H. Diks and
H. Jaap van den Herik and
Frank W. Takes},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Bayesian Approach for Accurate Classification-Based Aggregates},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {306--314},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.35},
doi = {10.1137/1.9781611975673.35},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MeertensDHT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MinatoKIMK19,
author = {Shin{-}ichi Minato and
Jun Kawahara and
Fumio Ishioka and
Masahiro Mizuta and
Koji Kurihara},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Fast Algorithm for Combinatorial Hotspot Mining Based on Spatial
Scan Statistic},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {91--99},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.11},
doi = {10.1137/1.9781611975673.11},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MinatoKIMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MojsilovicU19,
author = {Stefan Mojsilovic and
Antti Ukkonen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Relative distance comparisons with confidence judgements},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {459--467},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.52},
doi = {10.1137/1.9781611975673.52},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MojsilovicU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenHN19,
author = {Thi{-}Huyen Nguyen and
Tuan{-}Anh Hoang and
Wolfgang Nejdl},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Efficient Summarizing of Evolving Events from Twitter Streams},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {226--234},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.26},
doi = {10.1137/1.9781611975673.26},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenHN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NguyenTGRBV19,
author = {Phuoc Nguyen and
Truyen Tran and
Sunil Gupta and
Santu Rana and
Matthew Barnett and
Svetha Venkatesh},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Incomplete Conditional Density Estimation for Fast Materials Discovery},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {549--557},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.62},
doi = {10.1137/1.9781611975673.62},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NguyenTGRBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OkajimaS19,
author = {Yuzuru Okajima and
Kunihiko Sadamasa},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Decision List Optimization based on Continuous Relaxation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {315--323},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.36},
doi = {10.1137/1.9781611975673.36},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OkajimaS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OktayAJ19,
author = {H{\"{u}}seyin Oktay and
Akanksha Atrey and
David D. Jensen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Identifying When Effect Restoration Will Improve Estimates of Causal
Effect},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {190--198},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.22},
doi = {10.1137/1.9781611975673.22},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/OktayAJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PanLZLSLL19,
author = {Menghai Pan and
Yanhua Li and
Xun Zhou and
Zhenming Liu and
Rui Song and
Hui Lu and
Jun Luo},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Dissecting the Learning Curve of Taxi Drivers: {A} Data-Driven Approach},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {783--791},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.88},
doi = {10.1137/1.9781611975673.88},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PanLZLSLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PelissierNT19,
author = {Aur{\'{e}}lien P{\'{e}}lissier and
Atsuyoshi Nakamura and
Koji Tabata},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Feature selection as Monte-Carlo Search in Growing Single Rooted Directed
Acyclic Graph by Best Leaf Identification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {450--458},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.51},
doi = {10.1137/1.9781611975673.51},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PelissierNT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PhanI19,
author = {Dzung T. Phan and
Tsuyoshi Id{\'{e}}},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {\emph{{\(\mathscr{l}\)}}\({}_{\mbox{0}}\)-Regularized Sparsity for
Probabilistic Mixture Models},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {172--180},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.20},
doi = {10.1137/1.9781611975673.20},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/PhanI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ReddyCR19,
author = {Revanth Reddy and
Sarath Chandar and
Balaraman Ravindran},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Edge Replacement Grammars : {A} Formal Language Approach for Generating
Graphs},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {351--359},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.40},
doi = {10.1137/1.9781611975673.40},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ReddyCR19.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/sdm/SaitoSN19,
author = {Yuta Saito and
Hayato Sakata and
Kazuhide Nakata},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Doubly Robust Prediction and Evaluation Methods Improve Uplift Modeling
for Observational Data},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {468--476},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.53},
doi = {10.1137/1.9781611975673.53},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SaitoSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Saldias-Fuentes19,
author = {Bel{\'{e}}n Sald{\'{\i}}as{-}Fuentes and
Pavlos Protopapas and
Karim Pichara B.},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class
Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {756--764},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.85},
doi = {10.1137/1.9781611975673.85},
timestamp = {Sat, 14 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Saldias-Fuentes19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShenWLDZY19,
author = {Ying Shen and
Desi Wen and
Yaliang Li and
Nan Du and
Haitao Zheng and
Min Yang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Path-based Attribute-aware Representation Learning for Relation Prediction},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {639--647},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.72},
doi = {10.1137/1.9781611975673.72},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShenWLDZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShiCZLZKSM19,
author = {Hongzhi Shi and
Hancheng Cao and
Xiangxin Zhou and
Yong Li and
Chao Zhang and
Vassilis Kostakos and
Funing Sun and
Fanchao Meng},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Semantics-Aware Hidden Markov Model for Human Mobility},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {774--782},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.87},
doi = {10.1137/1.9781611975673.87},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShiCZLZKSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunJLCH19,
author = {Yidan Sun and
Guiyuan Jiang and
Siew{-}Kei Lam and
Shicheng Chen and
Peilan He},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Bus Travel Speed Prediction using Attention Network of Heterogeneous
Correlation Features},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {73--81},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.9},
doi = {10.1137/1.9781611975673.9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SunJLCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TanPW19,
author = {Chang Wei Tan and
Fran{\c{c}}ois Petitjean and
Geoffrey I. Webb},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Elastic bands across the path: {A} new framework and method to lower
bound {DTW}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {522--530},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.59},
doi = {10.1137/1.9781611975673.59},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TanPW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TattiM19,
author = {Nikolaj Tatti and
Pauli Miettinen},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Boolean matrix factorization meets consecutive ones property},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {729--737},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.82},
doi = {10.1137/1.9781611975673.82},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TattiM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/UbaruSS19,
author = {Shashanka Ubaru and
Abd{-}Krim Seghouane and
Yousef Saad},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Find the dimension that counts: Fast dimension estimation and Krylov
{PCA}},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {720--728},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.81},
doi = {10.1137/1.9781611975673.81},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/UbaruSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VeldtKG19,
author = {Nate Veldt and
Christine Klymko and
David F. Gleich},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Flow-Based Local Graph Clustering with Better Seed Set Inclusion},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {378--386},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.43},
doi = {10.1137/1.9781611975673.43},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/VeldtKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangBLTZ19,
author = {Qi Wang and
Claire Boudreau and
Qixing Luo and
Pang{-}Ning Tan and
Jiayu Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Multi-view Information Bottleneck},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {37--45},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.5},
doi = {10.1137/1.9781611975673.5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangBLTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangCLLTNRCY19,
author = {Shen Wang and
Zhengzhang Chen and
Ding Li and
Zhichun Li and
Lu{-}An Tang and
Jingchao Ni and
Junghwan Rhee and
Haifeng Chen and
Philip S. Yu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Attentional Heterogeneous Graph Neural Network: Application to Program
Reidentification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {693--701},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.78},
doi = {10.1137/1.9781611975673.78},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangCLLTNRCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangHZ19,
author = {Tian{-}Zuo Wang and
Sheng{-}Jun Huang and
Zhi{-}Hua Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Towards Identifying Causal Relation Between Instances and Labels},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {289--297},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.33},
doi = {10.1137/1.9781611975673.33},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWBSSZ19,
author = {Yakun Wang and
Ga Wu and
Mohamed Reda Bouadjenek and
Scott Sanner and
Sen Su and
Zhongbao Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Novel Regularizer for Temporally Stable Learning with an Application
to Twitter Topic Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {217--225},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.25},
doi = {10.1137/1.9781611975673.25},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWBSSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangYJ19,
author = {Zhengyang Wang and
Hao Yuan and
Shuiwang Ji},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {648--656},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.73},
doi = {10.1137/1.9781611975673.73},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WangYJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XieS19,
author = {Yiqun Xie and
Shashi Shekhar},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Nondeterministic Normalization based Scan Statistic (NN-scan) towards
Robust Hotspot Detection: {A} Summary of Results},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {82--90},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.10},
doi = {10.1137/1.9781611975673.10},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XieS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuCZNSYCCZ19,
author = {Dongkuan Xu and
Wei Cheng and
Bo Zong and
Jingchao Ni and
Dongjin Song and
Wenchao Yu and
Yuncong Chen and
Haifeng Chen and
Xiang Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Co-Clustering},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {414--422},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.47},
doi = {10.1137/1.9781611975673.47},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuCZNSYCCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangC19,
author = {Carl Yang and
Kevin Chang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Relationship Profiling over Social Networks: Reverse Smoothness from
Similarity to Closeness},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {342--350},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.39},
doi = {10.1137/1.9781611975673.39},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YangC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoLLZHGZ19,
author = {Liuyi Yao and
Yaliang Li and
Yezheng Li and
Hengtong Zhang and
Mengdi Huai and
Jing Gao and
Aidong Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{DTEC:} Distance Transformation Based Early Time Series Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {486--494},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.55},
doi = {10.1137/1.9781611975673.55},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaoLLZHGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoYWWDG19,
author = {Shixin Yao and
Guoxian Yu and
Xing Wang and
Jun Wang and
Carlotta Domeniconi and
Maozu Guo},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Discovering Multiple Co-Clusterings in Subspaces},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {423--431},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.48},
doi = {10.1137/1.9781611975673.48},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YaoYWWDG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YiLGLYZ19,
author = {Jinfeng Yi and
Qi Lei and
Wesley M. Gifford and
Ji Liu and
Junchi Yan and
Bowen Zhou},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Fast Unsupervised Location Category Inference from Highly Inaccurate
Mobility Data},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {55--63},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.7},
doi = {10.1137/1.9781611975673.7},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YiLGLYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YousefzadehOL19,
author = {Roozbeh Yousefzadeh and
Diane Oyen and
Nina Lanza},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Learning Diverse Gaussian Graphical Models and Interpreting Edges},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {405--413},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.46},
doi = {10.1137/1.9781611975673.46},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YousefzadehOL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangB19,
author = {Lin Zhang and
Petko Bogdanov},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{DSL:} Discriminative Subgraph Learning via Sparse Self-Representation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {333--341},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.38},
doi = {10.1137/1.9781611975673.38},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangGM19,
author = {Wenyu Zhang and
Daniel E. Gilbert and
David S. Matteson},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{ABACUS:} Unsupervised Multivariate Change Detection via Bayesian
Source Separation},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {603--611},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.68},
doi = {10.1137/1.9781611975673.68},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangQLWZSZ19,
author = {Xianli Zhang and
Buyue Qian and
Xiaoyu Li and
Jishang Wei and
Yingqian Zheng and
Lingyun Song and
Qinghua Zheng},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {An Interpretable Fast Model for Predicting The Risk of Heart Failure},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {576--584},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.65},
doi = {10.1137/1.9781611975673.65},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangQLWZSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoNHL19,
author = {Yue Zhao and
Zain Nasrullah and
Maciej K. Hryniewicki and
Zheng Li},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{LSCP:} Locally Selective Combination in Parallel Outlier Ensembles},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {585--593},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.66},
doi = {10.1137/1.9781611975673.66},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoNHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhengCH19,
author = {Lecheng Zheng and
Yu Cheng and
Jingrui He},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Multimodality Model for Multi-task Multi-view Learning},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {10--18},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.2},
doi = {10.1137/1.9781611975673.2},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhengCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouSDY19,
author = {Peng Zhou and
Yi{-}Dong Shen and
Liang Du and
Fan Ye},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Incremental Multi-view Support Vector Machine},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {1--9},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.1},
doi = {10.1137/1.9781611975673.1},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhouSDY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouSW19,
author = {Xiaofeng Zhou and
Ali Sadeghian and
Daisy Zhe Wang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Mining Rules Incrementally over Large Knowledge Bases},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {154--162},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.18},
doi = {10.1137/1.9781611975673.18},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangHH19,
author = {Honglei Zhuang and
Timothy P. Hanratty and
Jiawei Har},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Aspect-Based Sentiment Analysis with Minimal Guidance},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {253--261},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.29},
doi = {10.1137/1.9781611975673.29},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangKR19,
author = {Zhongfang Zhuang and
Xiangnan Kong and
Elke A. Rundensteiner},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{AMAS:} Attention Model for Attributed Sequence Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {109--117},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.13},
doi = {10.1137/1.9781611975673.13},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2019,
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673},
doi = {10.1137/1.9781611975673},
isbn = {978-1-61197-567-3},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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