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@article{DBLP:journals/corr/abs-2409-14013,
author = {MohammadReza EskandariNasab and
Shah Muhammad Hamdi and
Soukaina Filali Boubrahimi},
title = {ChronoGAN: Supervised and Embedded Generative Adversarial Networks
for Time Series Generation},
journal = {CoRR},
volume = {abs/2409.14013},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.14013},
doi = {10.48550/ARXIV.2409.14013},
eprinttype = {arXiv},
eprint = {2409.14013},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-14013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-14016,
author = {MohammadReza EskandariNasab and
Shah Muhammad Hamdi and
Soukaina Filali Boubrahimi},
title = {Enhancing Multivariate Time Series-based Solar Flare Prediction with
Multifaceted Preprocessing and Contrastive Learning},
journal = {CoRR},
volume = {abs/2409.14016},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.14016},
doi = {10.48550/ARXIV.2409.14016},
eprinttype = {arXiv},
eprint = {2409.14016},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-14016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BahriLBH23,
author = {Omar Bahri and
Peiyu Li and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Multiloss-Based Optimization for Time Series Data Augmentation},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {325--330},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386614},
doi = {10.1109/BIGDATA59044.2023.10386614},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/BahriLBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CascalheiraCFZBKGLLSH23,
author = {Cory J. Cascalheira and
Santosh Chapagain and
Ryan E. Flinn and
Yuxuan Zhao and
Soukaina Filali Boubrahimi and
Dannie Klooster and
Alejandra Gonzalez and
Emily M. Lund and
Danica Laprade and
Jillian R. Scheer and
Shah Muhammad Hamdi},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Predicting Linguistically Sophisticated Social Determinants of Health
Disparities with Neural Networks: The Case of {LGBTQ+} Minority Stress},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1314--1321},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386882},
doi = {10.1109/BIGDATA59044.2023.10386882},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/CascalheiraCFZBKGLLSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiBBH23,
author = {Peiyu Li and
Omar Bahri and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {{CELS:} Counterfactual Explanations for Time Series Data via Learned
Saliency Maps},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {718--727},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386229},
doi = {10.1109/BIGDATA59044.2023.10386229},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiBBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/BahriLBH23,
author = {Omar Bahri and
Peiyu Li and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Robert Wrembel and
Johann Gamper and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Motif Alignment for Time Series Data Augmentation},
booktitle = {Big Data Analytics and Knowledge Discovery - 25th International Conference,
DaWaK 2023, Penang, Malaysia, August 28-30, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14148},
pages = {42--48},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39831-5\_4},
doi = {10.1007/978-3-031-39831-5\_4},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/BahriLBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/LiBBH23,
author = {Peiyu Li and
Omar Bahri and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Robert Wrembel and
Johann Gamper and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Attention-Based Counterfactual Explanation for Multivariate Time Series},
booktitle = {Big Data Analytics and Knowledge Discovery - 25th International Conference,
DaWaK 2023, Penang, Malaysia, August 28-30, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14148},
pages = {287--293},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39831-5\_26},
doi = {10.1007/978-3-031-39831-5\_26},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/LiBBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlshammariSHB23,
author = {Khaznah Alshammari and
Kartik Saini and
Shah Muhammad Hamdi and
Soukaina Filali Boubrahimi},
title = {End-to-End Attention/Transformer Model for Solar Flare Prediction
from Multivariate Time Series Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {558--565},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00083},
doi = {10.1109/ICMLA58977.2023.00083},
timestamp = {Tue, 02 Apr 2024 21:06:13 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlshammariSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BahriLHBH23,
author = {Omar Bahri and
Peiyu Li and
Pouya Hosseinzadeh and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {Shapelet-Preserving Bootstrapping For Time Series Data Augmentation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {453--458},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00069},
doi = {10.1109/ICMLA58977.2023.00069},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BahriLHBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HosseinzadehBLBH23,
author = {Pouya Hosseinzadeh and
Omar Bahri and
Peiyu Li and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {{METFORC:} Classification with Meta-Learning and Multimodal Stratified
Time Series Forest},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1248--1252},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00188},
doi = {10.1109/ICMLA58977.2023.00188},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HosseinzadehBLBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiHBBH23,
author = {Peiyu Li and
Pouya Hosseinzadeh and
Omar Bahri and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {Adversarial Attack Driven Data Augmentation for Time Series Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {653--658},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00096},
doi = {10.1109/ICMLA58977.2023.00096},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiHBBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amlts/AlshammariHMB22,
author = {Khaznah Alshammari and
Shah Muhammad Hamdi and
Ali Ahsan Muhummad Muzaheed and
Soukaina Filali Boubrahimi},
editor = {Wei Liu and
Linsey Pang},
title = {Forecasting Multivariate Time Series of the Magnetic Field Parameters
of the Solar Events},
booktitle = {Proceedings of the Workshop on Applied Machine Learning Methods for
Time Series Forecasting {(AMLTS} 2022) co-located with 31st {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2022), Atlanta, Georgia, USA, October 21, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3375},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3375/paper4.pdf},
timestamp = {Tue, 20 Aug 2024 07:54:45 +0200},
biburl = {https://dblp.org/rec/conf/amlts/AlshammariHMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amlts/HamdiAB22,
author = {Shah Muhammad Hamdi and
Abu Fuad Ahmad and
Soukaina Filali Boubrahimi},
editor = {Wei Liu and
Linsey Pang},
title = {Multivariate Time Series-based Solar Flare Prediction by Functional
Network Embedding and Sequence Modeling},
booktitle = {Proceedings of the Workshop on Applied Machine Learning Methods for
Time Series Forecasting {(AMLTS} 2022) co-located with 31st {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2022), Atlanta, Georgia, USA, October 21, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3375},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3375/paper3.pdf},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amlts/HamdiAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AlshammariHB22,
author = {Khaznah Alshammari and
Shah Muhammad Hamdi and
Soukaina Filali Boubrahimi},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Feature Selection from Multivariate Time Series Data: {A} Case Study
of Solar Flare Prediction},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4796--4801},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020669},
doi = {10.1109/BIGDATA55660.2022.10020669},
timestamp = {Tue, 11 Jun 2024 10:44:02 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/AlshammariHB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BahriLBH22,
author = {Omar Bahri and
Peiyu Li and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Shapelet-based Temporal Association Rule Mining for Multivariate Time
Series Classification},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {242--251},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020478},
doi = {10.1109/BIGDATA55660.2022.10020478},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BahriLBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiBBH22,
author = {Peiyu Li and
Omar Bahri and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {{SG-CF:} Shapelet-Guided Counterfactual Explanation for Time Series
Classification},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1564--1569},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020866},
doi = {10.1109/BIGDATA55660.2022.10020866},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiBBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BoubrahimiH22,
author = {Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {On the Mining of Time Series Data Counterfactual Explanations using
Barycenters},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3943--3947},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557663},
doi = {10.1145/3511808.3557663},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BoubrahimiH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BahriLBH22,
author = {Omar Bahri and
Peiyu Li and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Temporal Rule-Based Counterfactual Explanations for Multivariate Time
Series},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1244--1249},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00200},
doi = {10.1109/ICMLA55696.2022.00200},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/BahriLBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiBBH22,
author = {Peiyu Li and
Omar Bahri and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Fast Counterfactual Explanation for Solar Flare Prediction},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1238--1243},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00199},
doi = {10.1109/ICMLA55696.2022.00199},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/LiBBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/JohnsonBBH22,
author = {Rob Johnson and
Souka{\"{\i}}na Filali Boubrahimi and
Omar Bahri and
Shah Muhammad Hamdi},
editor = {Jean{-}Jacques Rousseau and
Bill Kapralos},
title = {Physics-Informed Neural Networks for Solar Wind Prediction},
booktitle = {Pattern Recognition, Computer Vision, and Image Processing. {ICPR}
2022 International Workshops and Challenges - Montreal, QC, Canada,
August 21-25, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13645},
pages = {273--286},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37731-0\_21},
doi = {10.1007/978-3-031-37731-0\_21},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/JohnsonBBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LiBH22,
author = {Peiyu Li and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Jean{-}Jacques Rousseau and
Bill Kapralos},
title = {Motif-Guided Time Series Counterfactual Explanations},
booktitle = {Pattern Recognition, Computer Vision, and Image Processing. {ICPR}
2022 International Workshops and Challenges - Montreal, QC, Canada,
August 21-25, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13645},
pages = {203--215},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37731-0\_16},
doi = {10.1007/978-3-031-37731-0\_16},
timestamp = {Mon, 14 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/LiBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/CascalheiraHSSB22,
author = {Cory J. Cascalheira and
Shah Muhammad Hamdi and
Jillian R. Scheer and
Koustuv Saha and
Soukaina Filali Boubrahimi and
Munmun De Choudhury},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia},
title = {Classifying Minority Stress Disclosure on Social Media with Bidirectional
Long Short-Term Memory},
booktitle = {Proceedings of the Sixteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2022, Atlanta, Georgia, USA, June 6-9, 2022},
pages = {1373--1377},
publisher = {{AAAI} Press},
year = {2022},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/19390},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/CascalheiraHSSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10462,
author = {Omar Bahri and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {Shapelet-Based Counterfactual Explanations for Multivariate Time Series},
journal = {CoRR},
volume = {abs/2208.10462},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10462},
doi = {10.48550/ARXIV.2208.10462},
eprinttype = {arXiv},
eprint = {2208.10462},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04411,
author = {Peiyu Li and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {Motif-guided Time Series Counterfactual Explanations},
journal = {CoRR},
volume = {abs/2211.04411},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04411},
doi = {10.48550/ARXIV.2211.04411},
eprinttype = {arXiv},
eprint = {2211.04411},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/AydinBKNA21,
author = {Berkay Aydin and
Soukaina Filali Boubrahimi and
Ahmet K{\"{u}}{\c{c}}{\"{u}}k and
Bita Nezamdoust and
Rafal A. Angryk},
title = {Spatiotemporal event sequence discovery without thresholds},
journal = {GeoInformatica},
volume = {25},
number = {1},
pages = {149--177},
year = {2021},
url = {https://doi.org/10.1007/s10707-020-00427-6},
doi = {10.1007/S10707-020-00427-6},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/AydinBKNA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiBH21,
author = {Peiyu Li and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Graph-based Clustering for Time Series Data},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {4464--4467},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671398},
doi = {10.1109/BIGDATA52589.2021.9671398},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChowdhuryBH21,
author = {Shain Shahid Chowdhury and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {M. Arif Wani and
Ishwar K. Sethi and
Weisong Shi and
Guangzhi Qu and
Daniela Stan Raicu and
Ruoming Jin},
title = {Time Series Data Augmentation using Time-Warped Auto-Encoders},
booktitle = {20th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2021, Pasadena, CA, USA, December 13-16, 2021},
pages = {467--470},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICMLA52953.2021.00111},
doi = {10.1109/ICMLA52953.2021.00111},
timestamp = {Tue, 01 Feb 2022 17:24:07 +0100},
biburl = {https://dblp.org/rec/conf/icmla/ChowdhuryBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiBH21,
author = {Peiyu Li and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
editor = {M. Arif Wani and
Ishwar K. Sethi and
Weisong Shi and
Guangzhi Qu and
Daniela Stan Raicu and
Ruoming Jin},
title = {Shapelets-based Data Augmentation for Time Series Classification},
booktitle = {20th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2021, Pasadena, CA, USA, December 13-16, 2021},
pages = {1373--1378},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICMLA52953.2021.00222},
doi = {10.1109/ICMLA52953.2021.00222},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MuzaheedHB21,
author = {Ali Ahsan Muhummad Muzaheed and
Shah Muhammad Hamdi and
Souka{\"{\i}}na Filali Boubrahimi},
editor = {M. Arif Wani and
Ishwar K. Sethi and
Weisong Shi and
Guangzhi Qu and
Daniela Stan Raicu and
Ruoming Jin},
title = {Sequence Model-based End-to-End Solar Flare Classification from Multivariate
Time Series Data},
booktitle = {20th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2021, Pasadena, CA, USA, December 13-16, 2021},
pages = {435--440},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICMLA52953.2021.00074},
doi = {10.1109/ICMLA52953.2021.00074},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/MuzaheedHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BoubrahimiHMA20,
author = {Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi and
Ruizhe Ma and
Rafal A. Angryk},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {On the Mining of the Minimal Set of Time Series Data Shapelets},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {493--502},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378454},
doi = {10.1109/BIGDATA50022.2020.9378454},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BoubrahimiHMA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12224,
author = {Gelu Nita and
Manolis K. Georgoulis and
Irina Kitiashvili and
Viacheslav Sadykov and
Enrico Camporeale and
Alexander Kosovichev and
Haimin Wang and
Vincent Oria and
Jason T. L. Wang and
Rafal A. Angryk and
Berkay Aydin and
Azim Ahmadzadeh and
Xiaoli Bai and
Timothy Bastian and
Soukaina Filali Boubrahimi and
Bin Chen and
Alisdair Davey and
Sheldon Fereira and
Gregory Fleishman and
Dale Gary and
Andrew Gerrard and
Gregory Hellbourg and
Katherine Herbert and
Jack Ireland and
Egor Illarionov and
Natsuha Kuroda and
Qin Li and
Chang Liu and
Yuexin Liu and
Hyomin Kim and
Dustin Kempton and
Ruizhe Ma and
Petrus C. Martens and
Ryan M. McGranaghan and
Edward Semones and
John T. Stefan and
Andrey Stejko and
Yaireska Collado{-}Vega and
Meiqi Wang and
Yan Xu and
Sijie Yu},
title = {Machine Learning in Heliophysics and Space Weather Forecasting: {A}
White Paper of Findings and Recommendations},
journal = {CoRR},
volume = {abs/2006.12224},
year = {2020},
url = {https://arxiv.org/abs/2006.12224},
eprinttype = {arXiv},
eprint = {2006.12224},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MaABGA19,
author = {Ruizhe Ma and
Azim Ahmadzadeh and
Soukaina Filali Boubrahimi and
Manolis K. Georgoulis and
Rafal A. Angryk},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Solar Pre-Flare Classification with Time Series Profiling},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {4967--4976},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006501},
doi = {10.1109/BIGDATA47090.2019.9006501},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/MaABGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HamdiBA19,
author = {Shah Muhammad Hamdi and
Soukaina Filali Boubrahimi and
Rafal A. Angryk},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Tensor Decomposition-based Node Embedding},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2105--2108},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358127},
doi = {10.1145/3357384.3358127},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HamdiBA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/MaABA19,
author = {Ruizhe Ma and
Azim Ahmadzadeh and
Souka{\"{\i}}na Filali Boubrahimi and
Rafal A. Angryk},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {A Scalable Segmented Dynamic Time Warping for Time Series Classification},
booktitle = {Artificial Intelligence and Soft Computing - 18th International Conference,
{ICAISC} 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11509},
pages = {407--419},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20915-5\_37},
doi = {10.1007/978-3-030-20915-5\_37},
timestamp = {Thu, 23 Jun 2022 19:57:15 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/MaABA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aike/BoubrahimiA18,
author = {Soukaina Filali Boubrahimi and
Rafal A. Angryk},
title = {Multivariate Time Series Nearest Neighbor Search: {A} Case Study on
Solar Flare Prediction},
booktitle = {First {IEEE} International Conference on Artificial Intelligence and
Knowledge Engineering, {AIKE} 2018, Laguna Hills, CA, USA, September
26-28, 2018},
pages = {162--163},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/AIKE.2018.00035},
doi = {10.1109/AIKE.2018.00035},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aike/BoubrahimiA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aike/BoubrahimiMAA18,
author = {Soukaina Filali Boubrahimi and
Ruizhe Ma and
Berkay Aydin and
Rafal A. Angryk},
title = {Neuro-Ensemble},
booktitle = {First {IEEE} International Conference on Artificial Intelligence and
Knowledge Engineering, {AIKE} 2018, Laguna Hills, CA, USA, September
26-28, 2018},
pages = {54--61},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/AIKE.2018.00016},
doi = {10.1109/AIKE.2018.00016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aike/BoubrahimiMAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aike/HamdiABAKM18,
author = {Shah Muhammad Hamdi and
Berkay Aydin and
Soukaina Filali Boubrahimi and
Rafal A. Angryk and
Lisa Crystal Krishnamurthy and
Robin D. Morris},
title = {Biomarker Detection from fMRI-Based Complete Functional Connectivity
Networks},
booktitle = {First {IEEE} International Conference on Artificial Intelligence and
Knowledge Engineering, {AIKE} 2018, Laguna Hills, CA, USA, September
26-28, 2018},
pages = {17--24},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/AIKE.2018.00011},
doi = {10.1109/AIKE.2018.00011},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aike/HamdiABAKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BoubrahimiA18,
author = {Soukaina Filali Boubrahimi and
Rafal A. Angryk},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Heuristics Significance of Neuro-Ensemble-based Time Series Classification},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {6--15},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622390},
doi = {10.1109/BIGDATA.2018.8622390},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BoubrahimiA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MaABA18,
author = {Ruizhe Ma and
Azim Ahmadzadeh and
Soukaina Filali Boubrahimi and
Rafal A. Angryk},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Segmentation of Time Series in Improving Dynamic Time Warping},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {3756--3761},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622554},
doi = {10.1109/BIGDATA.2018.8622554},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/MaABA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/HamdiWBAKM18,
author = {Shah Muhammad Hamdi and
Yubao Wu and
Soukaina Filali Boubrahimi and
Rafal A. Angryk and
Lisa Crystal Krishnamurthy and
Robin D. Morris},
editor = {Shouyi Wang and
Vicky Yamamoto and
Jianzhong Su and
Yang Yang and
Erick Jones and
Leon D. Iasemidis and
Tom M. Mitchell},
title = {Tensor Decomposition for Neurodevelopmental Disorder Prediction},
booktitle = {Brain Informatics - International Conference, {BI} 2018, Arlington,
TX, USA, December 7-9, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11309},
pages = {339--348},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-05587-5\_32},
doi = {10.1007/978-3-030-05587-5\_32},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brain/HamdiWBAKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/MaBA18,
author = {Ruizhe Ma and
Soukaina Filali Boubrahimi and
Rafal A. Angryk},
editor = {Carlos Ordonez and
Ladjel Bellatreche},
title = {Time Series Distance Density Cluster with Statistical Preprocessing},
booktitle = {Big Data Analytics and Knowledge Discovery - 20th International Conference,
DaWaK 2018, Regensburg, Germany, September 3-6, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11031},
pages = {371--381},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98539-8\_28},
doi = {10.1007/978-3-319-98539-8\_28},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/MaBA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BoubrahimiMA18,
author = {Soukaina Filali Boubrahimi and
Ruizhe Ma and
Rafal A. Angryk},
editor = {Francesco Bonchi and
Foster J. Provost and
Tina Eliassi{-}Rad and
Wei Wang and
Ciro Cattuto and
Rayid Ghani},
title = {Neuro-Ensemble for Time Series Data Classification},
booktitle = {5th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2018, Turin, Italy, October 1-3, 2018},
pages = {50--59},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSAA.2018.00015},
doi = {10.1109/DSAA.2018.00015},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BoubrahimiMA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BoubrahimiMAHA18,
author = {Soukaina Filali Boubrahimi and
Ruizhe Ma and
Berkay Aydin and
Shah Muhammad Hamdi and
Rafal A. Angryk},
title = {Scalable kNN Search Approximation for Time Series Data},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {970--975},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8546103},
doi = {10.1109/ICPR.2018.8546103},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BoubrahimiMAHA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BoubrahimiAMA17,
author = {Soukaina Filali Boubrahimi and
Berkay Aydin and
Petrus C. Martens and
Rafal A. Angryk},
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 = {On the prediction of {\textgreater}100 MeV solar energetic particle
events using {GOES} satellite data},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {2533--2542},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258212},
doi = {10.1109/BIGDATA.2017.8258212},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BoubrahimiAMA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HamdiKMBA17,
author = {Shah Muhammad Hamdi and
Dustin Kempton and
Ruizhe Ma and
Soukaina Filali Boubrahimi and
Rafal A. Angryk},
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 = {A time series classification-based approach for solar flare prediction},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {2543--2551},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258213},
doi = {10.1109/BIGDATA.2017.8258213},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HamdiKMBA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MaBHA17,
author = {Ruizhe Ma and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi and
Rafal A. Angryk},
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 = {Solar flare prediction using multivariate time series decision trees},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {2569--2578},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258216},
doi = {10.1109/BIGDATA.2017.8258216},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/MaBHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AydinKBA17,
author = {Berkay Aydin and
Ahmet K{\"{u}}{\c{c}}{\"{u}}k and
Soukaina Filali Boubrahimi and
Rafal A. Angryk},
editor = {Raju Gottumukkala and
Xia Ning and
Guozhu Dong and
Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Top-(R{\%}, {K)} Spatiotemporal Event Sequence Mining},
booktitle = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
pages = {250--257},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDMW.2017.39},
doi = {10.1109/ICDMW.2017.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AydinKBA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/KucukABKA17,
author = {Ahmet K{\"{u}}{\c{c}}{\"{u}}k and
Berkay Aydin and
Soukaina Filali Boubrahimi and
Dustin Kempton and
Rafal A. Angryk},
editor = {Michael Gertz and
Matthias Renz and
Xiaofang Zhou and
Erik G. Hoel and
Wei{-}Shinn Ku and
Agn{\`{e}}s Voisard and
Chengyang Zhang and
Haiquan Chen and
Liang Tang and
Yan Huang and
Chang{-}Tien Lu and
Siva Ravada},
title = {An Integrated Solar Database {(ISD)} with Extended Spatiotemporal
Querying Capabilities},
booktitle = {Advances in Spatial and Temporal Databases - 15th International Symposium,
{SSTD} 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10411},
pages = {405--410},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64367-0\_25},
doi = {10.1007/978-3-319-64367-0\_25},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssd/KucukABKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdcloud/BoubrahimiAKMA16,
author = {Soukaina Filali Boubrahimi and
Berkay Aydin and
Dustin Kempton and
Sushant S. Mahajan and
Rafal A. Angryk},
editor = {Zhipeng Cai and
Rafal A. Angryk and
Wen{-}Zhan Song and
Yingshu Li and
Xiaojun Cao and
Anu G. Bourgeois and
Guangchun Luo and
Liang Cheng and
Bhaskar Krishnamachari},
title = {Filling the Gaps in Solar Big Data: Interpolation of Solar Filament
Event Instances},
booktitle = {2016 {IEEE} International Conferences on Big Data and Cloud Computing
(BDCloud), Social Computing and Networking (SocialCom), Sustainable
Computing and Communications (SustainCom), BDCloud-SocialCom-SustainCom
2016, Atlanta, GA, USA, October 8-10, 2016},
pages = {97--104},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BDCloud-SocialCom-SustainCom.2016.25},
doi = {10.1109/BDCLOUD-SOCIALCOM-SUSTAINCOM.2016.25},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdcloud/BoubrahimiAKMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BoubrahimiAKA16,
author = {Soukaina Filali Boubrahimi and
Berkay Aydin and
Dustin Kempton and
Rafal A. Angryk},
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 = {Spatio-temporal interpolation methods for solar events metadata},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {3149--3157},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840970},
doi = {10.1109/BIGDATA.2016.7840970},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BoubrahimiAKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/BoubrahimiAKA16,
author = {Soukaina Filali Boubrahimi and
Berkay Aydin and
Dustin Kempton and
Rafal A. Angryk},
editor = {Siva Ravada and
Mohammed Eunus Ali and
Shawn D. Newsam and
Matthias Renz and
Goce Trajcevski},
title = {{SOLEV:} a video generation framework for solar events from mixed
data sources (demo paper)},
booktitle = {Proceedings of the 24th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2016, Burlingame,
California, USA, October 31 - November 3, 2016},
pages = {90:1--90:4},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996913.2996963},
doi = {10.1145/2996913.2996963},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/BoubrahimiAKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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