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ORCIDBibTeX records: Evangelos E. Papalexakis
@article{DBLP:journals/datamine/ShiaoMCYEP24,
author = {William Shiao and
Benjamin A. Miller and
Kevin Chan and
Paul L. Yu and
Tina Eliassi{-}Rad and
Evangelos E. Papalexakis},
title = {TenGAN: adversarially generating multiplex tensor graphs},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {1},
pages = {1--21},
year = {2024},
url = {https://doi.org/10.1007/s10618-023-00947-3},
doi = {10.1007/S10618-023-00947-3},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ShiaoMCYEP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07321,
author = {Zubair Qazi and
William Shiao and
Evangelos E. Papalexakis},
title = {GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection
Method},
journal = {CoRR},
volume = {abs/2403.07321},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07321},
doi = {10.48550/ARXIV.2403.07321},
eprinttype = {arXiv},
eprint = {2403.07321},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18280,
author = {William Shiao and
Mingxuan Ju and
Zhichun Guo and
Xin Chen and
Evangelos E. Papalexakis and
Tong Zhao and
Neil Shah and
Yozen Liu},
title = {Improving Out-of-Vocabulary Handling in Recommendation Systems},
journal = {CoRR},
volume = {abs/2403.18280},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18280},
doi = {10.48550/ARXIV.2403.18280},
eprinttype = {arXiv},
eprint = {2403.18280},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcps/FahimPKRKA23,
author = {Abdulrahman Fahim and
Evangelos E. Papalexakis and
Srikanth V. Krishnamurthy and
Amit K. Roy{-}Chowdhury and
Lance M. Kaplan and
Tarek F. Abdelzaher},
title = {AcTrak: Controlling a Steerable Surveillance Camera using Reinforcement
Learning},
journal = {{ACM} Trans. Cyber Phys. Syst.},
volume = {7},
number = {2},
pages = {14:1--14:27},
year = {2023},
url = {https://doi.org/10.1145/3585316},
doi = {10.1145/3585316},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcps/FahimPKRKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiaoG0PLS23,
author = {William Shiao and
Zhichun Guo and
Tong Zhao and
Evangelos E. Papalexakis and
Yozen Liu and
Neil Shah},
title = {Link Prediction with Non-Contrastive Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=9Jaz4APHtWD},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiaoG0PLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiaoSL0SP23,
author = {William Shiao and
Uday Singh Saini and
Yozen Liu and
Tong Zhao and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {{CARL-G:} Clustering-Accelerated Representation Learning on Graphs},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2036--2048},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599268},
doi = {10.1145/3580305.3599268},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShiaoSL0SP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PasrichaSSF0P23,
author = {Ravdeep S. Pasricha and
Uday Singh Saini and
Nicholas D. Sidiropoulos and
Fei Fang and
Kevin Chan and
Evangelos E. Papalexakis},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Harvester: Principled Factorization-based Temporal Tensor Granularity
Estimation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {82--90},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch10},
doi = {10.1137/1.9781611977653.CH10},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/PasrichaSSF0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06936,
author = {William Shiao and
Uday Singh Saini and
Yozen Liu and
Tong Zhao and
Neil Shah and
Evangelos E. Papalexakis},
title = {{CARL-G:} Clustering-Accelerated Representation Learning on Graphs},
journal = {CoRR},
volume = {abs/2306.06936},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06936},
doi = {10.48550/ARXIV.2306.06936},
eprinttype = {arXiv},
eprint = {2306.06936},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15138,
author = {Rutuja Gurav and
Het Patel and
Zhuocheng Shang and
Ahmed Eldawy and
Jia Chen and
Elia Scudiero and
Evangelos E. Papalexakis},
title = {Can {SAM} recognize crops? Quantifying the zero-shot performance of
a semantic segmentation foundation model on generating crop-type maps
using satellite imagery for precision agriculture},
journal = {CoRR},
volume = {abs/2311.15138},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15138},
doi = {10.48550/ARXIV.2311.15138},
eprinttype = {arXiv},
eprint = {2311.15138},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00296,
author = {Biqian Cheng and
Evangelos E. Papalexakis and
Jia Chen},
title = {Towards Aligned Canonical Correlation Analysis: Preliminary Formulation
and Proof-of-Concept Results},
journal = {CoRR},
volume = {abs/2312.00296},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00296},
doi = {10.48550/ARXIV.2312.00296},
eprinttype = {arXiv},
eprint = {2312.00296},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/PasrichaGP22,
author = {Ravdeep S. Pasricha and
Ekta Gujral and
Evangelos E. Papalexakis},
title = {Adaptive granularity in tensors: {A} quest for interpretable structure},
journal = {Frontiers Big Data},
volume = {5},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.929511},
doi = {10.3389/FDATA.2022.929511},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/PasrichaGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/FahimNPKKA22,
author = {Abdulrahman Fahim and
Ajaya Neupane and
Evangelos E. Papalexakis and
Lance M. Kaplan and
Srikanth V. Krishnamurthy and
Tarek F. Abdelzaher},
title = {BigEye: Detection and Summarization of Key Global Events From Distributed
Crowdsensed Data},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {12},
pages = {9749--9765},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3148000},
doi = {10.1109/JIOT.2022.3148000},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/FahimNPKKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/RivasPHPR22,
author = {Ryan Rivas and
Sudipta Paul and
Vagelis Hristidis and
Evangelos E. Papalexakis and
Amit K. Roy{-}Chowdhury},
title = {Task-agnostic representation learning of multimodal twitter data for
downstream applications},
journal = {J. Big Data},
volume = {9},
number = {1},
pages = {18},
year = {2022},
url = {https://doi.org/10.1186/s40537-022-00570-x},
doi = {10.1186/S40537-022-00570-X},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbd/RivasPHPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GujralP22,
author = {Ekta Gujral and
Evangelos E. Papalexakis},
title = {Aptera: Automatic {PARAFAC2} Tensor Analysis},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13,
2022},
pages = {17--21},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ASONAM55673.2022.10068699},
doi = {10.1109/ASONAM55673.2022.10068699},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/GujralP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GharibshahTIPF22,
author = {Joobin Gharibshah and
Jakapun Tachaiya and
Arman Irani and
Evangelos E. Papalexakis and
Michalis Faloutsos},
title = {{IKEA:} Unsupervised domain-specific keyword-expansion},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13,
2022},
pages = {496--503},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ASONAM55673.2022.10068656},
doi = {10.1109/ASONAM55673.2022.10068656},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/GharibshahTIPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/EntezariP22,
author = {Negin Entezari and
Evangelos E. Papalexakis},
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 = {Low-rank Defenses Against Adversarial Attacks in Recommender Systems},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5708--5714},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020712},
doi = {10.1109/BIGDATA55660.2022.10020712},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/EntezariP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SainiP22,
author = {Uday Singh Saini and
Evangelos E. Papalexakis},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Multi-aspect Matrix Factorization based Visualization of Convolutional
Neural Networks},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--12},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032352},
doi = {10.1109/DSAA54385.2022.10032352},
timestamp = {Fri, 17 Feb 2023 18:27:26 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/SainiP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuSCP22,
author = {Derek Xu and
William Shiao and
Jia Chen and
Evangelos E. Papalexakis},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {SV-Learn: Learning Matrix Singular Values with Neural Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {232--237},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00039},
doi = {10.1109/ICDMW58026.2022.00039},
timestamp = {Wed, 15 Feb 2023 22:08:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XuSCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuSCP22,
author = {Yunshu Wu and
Uday Singh Saini and
Jia Chen and
Evangelos E. Papalexakis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{TENALIGN:} Joint Tensor Alignment and Coupled Factorization},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {568--577},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00067},
doi = {10.1109/ICDM54844.2022.00067},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WuSCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/EntezariP22,
author = {Negin Entezari and
Evangelos E. Papalexakis},
title = {Tensorshield: Tensor-based Defense Against Adversarial Attacks on
Images},
booktitle = {{IEEE} Military Communications Conference, {MILCOM} 2022, Rockville,
MD, USA, November 28 - December 2, 2022},
pages = {999--1004},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/MILCOM55135.2022.10017763},
doi = {10.1109/MILCOM55135.2022.10017763},
timestamp = {Wed, 08 Feb 2023 17:46:14 +0100},
biburl = {https://dblp.org/rec/conf/milcom/EntezariP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MilaniZTSKPF22,
author = {Stephanie Milani and
Zhicheng Zhang and
Nicholay Topin and
Zheyuan Ryan Shi and
Charles A. Kamhoua and
Evangelos E. Papalexakis and
Fei Fang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{MAVIPER:} Learning Decision Tree Policies for Interpretable Multi-agent
Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {251--266},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_16},
doi = {10.1007/978-3-031-26412-2\_16},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MilaniZTSKPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdaliMP22,
author = {Sara Abdali and
Subhabrata Mukherjee and
Evangelos E. Papalexakis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Vec2Node: Self-Training with Tensor Augmentation for Text Classification
with Few Labels},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {571--587},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_33},
doi = {10.1007/978-3-031-26390-3\_33},
timestamp = {Mon, 20 Mar 2023 16:00:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdaliMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2022,
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172},
doi = {10.1137/1.9781611977172},
isbn = {978-1-61197-717-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12449,
author = {Stephanie Milani and
Zhicheng Zhang and
Nicholay Topin and
Zheyuan Ryan Shi and
Charles A. Kamhoua and
Evangelos E. Papalexakis and
Fei Fang},
title = {{MAVIPER:} Learning Decision Tree Policies for Interpretable Multi-Agent
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.12449},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12449},
doi = {10.48550/ARXIV.2205.12449},
eprinttype = {arXiv},
eprint = {2205.12449},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09316,
author = {William Shiao and
Evangelos E. Papalexakis},
title = {{FRAPPE:} F{\unicode{818}}ast R{\unicode{818}}a{\unicode{818}}nk A{\unicode{818}}p{\unicode{818}}p{\unicode{818}}roximation
with E{\unicode{818}}xplainable Features for Tensors},
journal = {CoRR},
volume = {abs/2206.09316},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09316},
doi = {10.48550/ARXIV.2206.09316},
eprinttype = {arXiv},
eprint = {2206.09316},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14394,
author = {William Shiao and
Zhichun Guo and
Tong Zhao and
Evangelos E. Papalexakis and
Yozen Liu and
Neil Shah},
title = {Link Prediction with Non-Contrastive Learning},
journal = {CoRR},
volume = {abs/2211.14394},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14394},
doi = {10.48550/ARXIV.2211.14394},
eprinttype = {arXiv},
eprint = {2211.14394},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/EntezariPWRP21,
author = {Negin Entezari and
Evangelos E. Papalexakis and
Haixun Wang and
Sharath Rao and
Shishir Kumar Prasad},
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 = {Tensor-based Complementary Product Recommendation},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {409--415},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671938},
doi = {10.1109/BIGDATA52589.2021.9671938},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/EntezariPWRP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShahcheraghiCOP21,
author = {Maryam Shahcheraghi and
Trevor Cappon and
Samet Oymak and
Evangelos E. Papalexakis and
Eamonn J. Keogh and
Zachary Zimmerman and
Philip Brisk},
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 = {Matrix Profile Index Approximation for Streaming Time Series},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {2775--2784},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671484},
doi = {10.1109/BIGDATA52589.2021.9671484},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ShahcheraghiCOP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GorovitsZGPB21,
author = {Alexander Gorovits and
Lin Zhang and
Ekta Gujral and
Evangelos E. Papalexakis and
Petko Bogdanov},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Mining Bursty Groups from Interaction Data},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {596--605},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482370},
doi = {10.1145/3459637.3482370},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GorovitsZGPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GujralNPS21,
author = {Ekta Gujral and
Leonardo Neves and
Evangelos E. Papalexakis and
Neil Shah},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{NED:} Niche Detection in User Content Consumption Data},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {627--637},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482455},
doi = {10.1145/3459637.3482455},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GujralNPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShiaoP21,
author = {William Shiao and
Evangelos E. Papalexakis},
title = {Adversarially Generating Rank-Constrained Graphs},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564202},
doi = {10.1109/DSAA53316.2021.9564202},
timestamp = {Fri, 22 Oct 2021 15:23:43 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShiaoP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/AbdaliGMFESP21,
author = {Sara Abdali and
Rutuja Gurav and
Siddharth Menon and
Daniel Fonseca and
Negin Entezari and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {Identifying Misinformation from Website Screenshots},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {2--13},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18036},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/AbdaliGMFESP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/IslamRPF21,
author = {Risul Islam and
Md Omar Faruk Rokon and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {RecTen: {A} Recursive Hierarchical Low Rank Tensor Factorization Method
to Discover Hierarchical Patterns from Multi-modal Data},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {230--241},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18056},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/IslamRPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SainiDP21,
author = {Uday Singh Saini and
Pravallika Devineni and
Evangelos E. Papalexakis},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Subspace Clustering Based Analysis of Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {697--712},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_42},
doi = {10.1007/978-3-030-86523-8\_42},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SainiDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/SalloumJMPSTZ21,
author = {Mariam Salloum and
Daniel R. Jeske and
Wenxiu Ma and
Vagelis Papalexakis and
Christian R. Shelton and
Vassilis J. Tsotras and
Shuheng Zhou},
editor = {Mark Sherriff and
Laurence D. Merkle and
Pamela A. Cutter and
Alvaro E. Monge and
Judithe Sheard},
title = {Developing an Interdisciplinary Data Science Program},
booktitle = {{SIGCSE} '21: The 52nd {ACM} Technical Symposium on Computer Science
Education, Virtual Event, USA, March 13-20, 2021},
pages = {509--515},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3408877.3432454},
doi = {10.1145/3408877.3432454},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcse/SalloumJMPSTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShiaoP21,
author = {William Shiao and
Evangelos E. Papalexakis},
editor = {Konstantin Todorov and
Pavlos Fafalios and
Stefan Dietze},
title = {KI\({}^{\mbox{2}}\)TE: Knowledge-Infused InterpreTable Embeddings
for {COVID-19} Misinformation Detection},
booktitle = {Proceedings of the 1st International Workshop on Knowledge Graphs
for Online Discourse {\(\Alpha\)}nalysis (KnOD 2021) co-located with
the 30th The Web Conference {(WWW} 2021), Virtual Event (due to {COVID-19}
outbreak), April 14, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2877},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2877/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:23 +0100},
biburl = {https://dblp.org/rec/conf/www/ShiaoP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2021,
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 = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021},
doi = {10.1109/BIGDATA52589.2021},
isbn = {978-1-6654-3902-2},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07849,
author = {Sara Abdali and
Rutuja Gurav and
Siddharth Menon and
Daniel Fonseca and
Negin Entezari and
Neil Shah and
Evangelos E. Papalexakis},
title = {Identifying Misinformation from Website Screenshots},
journal = {CoRR},
volume = {abs/2102.07849},
year = {2021},
url = {https://arxiv.org/abs/2102.07849},
eprinttype = {arXiv},
eprint = {2102.07849},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07857,
author = {Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
title = {{KNH:} Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation
Detection},
journal = {CoRR},
volume = {abs/2102.07857},
year = {2021},
url = {https://arxiv.org/abs/2102.07857},
eprinttype = {arXiv},
eprint = {2102.07857},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01296,
author = {Uday Singh Saini and
Pravallika Devineni and
Evangelos E. Papalexakis},
title = {Subspace Clustering Based Analysis of Neural Networks},
journal = {CoRR},
volume = {abs/2107.01296},
year = {2021},
url = {https://arxiv.org/abs/2107.01296},
eprinttype = {arXiv},
eprint = {2107.01296},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06702,
author = {Sara Abdali and
M. Alex O. Vasilescu and
Evangelos E. Papalexakis},
title = {Deepfake Representation with Multilinear Regression},
journal = {CoRR},
volume = {abs/2108.06702},
year = {2021},
url = {https://arxiv.org/abs/2108.06702},
eprinttype = {arXiv},
eprint = {2108.06702},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/TsitsikasP20,
author = {Yorgos Tsitsikas and
Evangelos E. Papalexakis},
title = {{NSVD:} Normalized Singular Value Deviation Reveals Number of Latent
Factors in Tensor Decomposition},
journal = {Big Data},
volume = {8},
number = {5},
pages = {412--430},
year = {2020},
url = {https://doi.org/10.1089/big.2020.0074},
doi = {10.1089/BIG.2020.0074},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/TsitsikasP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhangOSPFY20,
author = {Jiyuan Zhang and
Jinoh Oh and
Kijung Shin and
Evangelos E. Papalexakis and
Christos Faloutsos and
Hwanjo Yu},
title = {Fast and memory-efficient algorithms for high-order Tucker decomposition},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {7},
pages = {2765--2794},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01435-1},
doi = {10.1007/S10115-019-01435-1},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhangOSPFY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/Al-SayouriGKPL20,
author = {Saba A. Al{-}Sayouri and
Ekta Gujral and
Danai Koutra and
Evangelos E. Papalexakis and
Sarah S. Lam},
title = {t-PINE: tensor-based predictable and interpretable node embeddings},
journal = {Soc. Netw. Anal. Min.},
volume = {10},
number = {1},
pages = {46},
year = {2020},
url = {https://doi.org/10.1007/s13278-020-00649-4},
doi = {10.1007/S13278-020-00649-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/Al-SayouriGKPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
editor = {Michael B. Matthews},
title = {C\({}^{\mbox{3}}\) {APTION:} Constraint Coupled {CP} And {PARAFAC2}
Tensor Decompostion},
booktitle = {54th Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2020, Pacific Grove, CA, USA, November 1-4, 2020},
pages = {187--190},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IEEECONF51394.2020.9443291},
doi = {10.1109/IEEECONF51394.2020.9443291},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/TsitsikasCPM20,
author = {Yorgos Tsitsikas and
Dimitris G. Chachlakis and
Evangelos E. Papalexakis and
Panos P. Markopoulos},
editor = {Michael B. Matthews},
title = {L1-Norm {RESCAL} Decomposition},
booktitle = {54th Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2020, Pacific Grove, CA, USA, November 1-4, 2020},
pages = {940--944},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IEEECONF51394.2020.9443401},
doi = {10.1109/IEEECONF51394.2020.9443401},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acssc/TsitsikasCPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
editor = {Martin Atzm{\"{u}}ller and
Michele Coscia and
Rokia Missaoui},
title = {C\({}^{\mbox{3}}\) {APTION:} Constrainted Coupled {CP} and {PARAFAC2}
Tensor Decomposition},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
7-10, 2020},
pages = {401--408},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ASONAM49781.2020.9381475},
doi = {10.1109/ASONAM49781.2020.9381475},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TachaiyaGPF20,
author = {Jakapun Tachaiya and
Joobin Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Martin Atzm{\"{u}}ller and
Michele Coscia and
Rokia Missaoui},
title = {RThread: {A} thread-centric analysis of security forums},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
7-10, 2020},
pages = {473--477},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ASONAM49781.2020.9381312},
doi = {10.1109/ASONAM49781.2020.9381312},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/TachaiyaGPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/IslamRPF20,
author = {Risul Islam and
Md Omar Faruk Rokon and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Martin Atzm{\"{u}}ller and
Michele Coscia and
Rokia Missaoui},
title = {TenFor: {A} Tensor-Based Tool to Extract Interesting Events from Security
Forums},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
7-10, 2020},
pages = {515--522},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ASONAM49781.2020.9381356},
doi = {10.1109/ASONAM49781.2020.9381356},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/IslamRPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GujralP20,
author = {Ekta Gujral and
Evangelos E. Papalexakis},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition
of Large Tensors},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {168--177},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00029},
doi = {10.1109/DSAA49011.2020.00029},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GujralP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoPM20,
author = {Zhenjie Zhao and
Evangelos E. Papalexakis and
Xiaojuan Ma},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Learning Physical Common Sense as Knowledge Graph Completion via {BERT}
Data Augmentation and Constrained Tucker Factorization},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {3293--3298},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.266},
doi = {10.18653/V1/2020.EMNLP-MAIN.266},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/RomanousRHWPTN20,
author = {Bashar Romanous and
Mohammadreza Rezvani and
Junjie Huang and
Daniel Wong and
Evangelos E. Papalexakis and
Vassilis J. Tsotras and
Walid A. Najjar},
title = {High-Performance Parallel Radix Sort on {FPGA}},
booktitle = {28th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2020, Fayetteville, AR, USA, May 3-6, 2020},
pages = {224},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FCCM48280.2020.00055},
doi = {10.1109/FCCM48280.2020.00055},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fccm/RomanousRHWPTN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenP20,
author = {Jia Chen and
Evangelos E. Papalexakis},
editor = {Giuseppe Di Fatta and
Victor S. Sheng and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Ensemble Node Embeddings using Tensor Decomposition: {A} Case-Study
on DeepWalk},
booktitle = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
pages = {561--563},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDMW51313.2020.00080},
doi = {10.1109/ICDMW51313.2020.00080},
timestamp = {Sun, 21 Feb 2021 16:22:10 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PasrichaDPK20,
author = {Ravdeep S. Pasricha and
Pravallika Devineni and
Evangelos E. Papalexakis and
Ramakrishnan Kannan},
title = {Tensorized Feature Spaces for Feature Explosion},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {6298--6304},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412320},
doi = {10.1109/ICPR48806.2021.9412320},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/PasrichaDPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MithunPPR20,
author = {Niluthpol Chowdhury Mithun and
Ravdeep Pasricha and
Evangelos E. Papalexakis and
Amit K. Roy{-}Chowdhury},
title = {Webly Supervised Image-Text Embedding with Noisy Tag Refinement},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {7454--7461},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412106},
doi = {10.1109/ICPR48806.2021.9412106},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/MithunPPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/GharibshahPF20,
author = {Joobin Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Munmun De Choudhury and
Rumi Chunara and
Aron Culotta and
Brooke Foucault Welles},
title = {{REST:} {A} Thread Embedding Approach for Identifying and Classifying
User-Specified Information in Security Forums},
booktitle = {Proceedings of the Fourteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2020, Held Virtually, Original Venue: Atlanta,
Georgia, USA, June 8-11, 2020},
pages = {217--228},
publisher = {{AAAI} Press},
year = {2020},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/7293},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/GharibshahPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesam/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
title = {{POPLAR:} Parafac2 decOmPosition using auxiLiAry infoRmation},
booktitle = {11th {IEEE} Sensor Array and Multichannel Signal Processing Workshop,
{SAM} 2020, Hangzhou, China, June 8-11, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SAM48682.2020.9104275},
doi = {10.1109/SAM48682.2020.9104275},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeesam/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgt/SamaniKAPCNR20,
author = {Ehsan Samani and
Parviz Khaledian and
Armin Aligholian and
Evangelos E. Papalexakis and
Shawn Cun and
Masoud H. Nazari and
Hamed Mohsenian Rad},
title = {Anomaly Detection in IoT-Based {PIR} Occupancy Sensors to Improve
Building Energy Efficiency},
booktitle = {{IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies
Conference, {ISGT} 2020, Washington, DC, USA, February 17-20, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISGT45199.2020.9087681},
doi = {10.1109/ISGT45199.2020.9087681},
timestamp = {Wed, 20 May 2020 16:38:18 +0200},
biburl = {https://dblp.org/rec/conf/isgt/SamaniKAPCNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdaliSP20,
author = {Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Semi-supervised Multi-aspect Detection of Misinformation Using Hierarchical
Joint Decomposition},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {406--422},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_25},
doi = {10.1007/978-3-030-67670-4\_25},
timestamp = {Mon, 01 Mar 2021 11:15:30 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdaliSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/raid/RokonIDPF20,
author = {Md Omar Faruk Rokon and
Risul Islam and
Ahmad Darki and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Manuel Egele and
Leyla Bilge},
title = {SourceFinder: Finding Malware Source-Code from Publicly Available
Repositories in GitHub},
booktitle = {23rd International Symposium on Research in Attacks, Intrusions and
Defenses, {RAID} 2020, San Sebastian, Spain, October 14-15, 2020},
pages = {149--163},
publisher = {{USENIX} Association},
year = {2020},
url = {https://www.usenix.org/conference/raid2020/presentation/omar},
timestamp = {Thu, 17 Jun 2021 16:04:48 +0200},
biburl = {https://dblp.org/rec/conf/raid/RokonIDPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{SPADE:} Streaming {PARAFAC2} DEcomposition for Large Datasets},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {577--585},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.65},
doi = {10.1137/1.9781611976236.65},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TsitsikasP20,
author = {Yorgos Tsitsikas and
Evangelos E. Papalexakis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {\emph{NSVD}: Normalized Singular Value Deviation Reveals Number of
Latent Factors in Tensor Decomposition},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {667--675},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.75},
doi = {10.1137/1.9781611976236.75},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TsitsikasP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/EntezariADP20,
author = {Negin Entezari and
Saba A. Al{-}Sayouri and
Amirali Darvishzadeh and
Evangelos E. Papalexakis},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {All You Need Is Low (Rank): Defending Against Adversarial Attacks
on Graphs},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {169--177},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371789},
doi = {10.1145/3336191.3371789},
timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/EntezariADP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GujralPP20,
author = {Ekta Gujral and
Ravdeep Pasricha and
Evangelos E. Papalexakis},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect
Graphs},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {452--462},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380129},
doi = {10.1145/3366423.3380129},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GujralPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02660,
author = {Joobin Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
title = {{REST:} {A} thread embedding approach for identifying and classifying
user-specified information in security forums},
journal = {CoRR},
volume = {abs/2001.02660},
year = {2020},
url = {http://arxiv.org/abs/2001.02660},
eprinttype = {arXiv},
eprint = {2001.02660},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10252,
author = {Negin Entezari and
Evangelos E. Papalexakis},
title = {TensorShield: Tensor-based Defense Against Adversarial Attacks on
Images},
journal = {CoRR},
volume = {abs/2002.10252},
year = {2020},
url = {https://arxiv.org/abs/2002.10252},
eprinttype = {arXiv},
eprint = {2002.10252},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04310,
author = {Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
title = {HiJoD: Semi-Supervised Multi-aspect Detection of Misinformation using
Hierarchical Joint Decomposition},
journal = {CoRR},
volume = {abs/2005.04310},
year = {2020},
url = {https://arxiv.org/abs/2005.04310},
eprinttype = {arXiv},
eprint = {2005.04310},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-14311,
author = {Md Omar Faruk Rokon and
Risul Islam and
Ahmad Darki and
Vagelis Papalexakis and
Michalis Faloutsos},
title = {SourceFinder: Finding Malware Source-Code from Publicly Available
Repositories},
journal = {CoRR},
volume = {abs/2005.14311},
year = {2020},
url = {https://arxiv.org/abs/2005.14311},
eprinttype = {arXiv},
eprint = {2005.14311},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-14311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07672,
author = {Jia Chen and
Evangelos E. Papalexakis},
title = {Ensemble Node Embeddings using Tensor Decomposition: {A} Case-Study
on DeepWalk},
journal = {CoRR},
volume = {abs/2008.07672},
year = {2020},
url = {https://arxiv.org/abs/2008.07672},
eprinttype = {arXiv},
eprint = {2008.07672},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07226,
author = {Risul Islam and
Md Omar Faruk Rokon and
Evangelos E. Papalexakis and
Michalis Faloutsos},
title = {TenFor: {A} Tensor-Based Tool to Extract Interesting Events from Security
Forums},
journal = {CoRR},
volume = {abs/2011.07226},
year = {2020},
url = {https://arxiv.org/abs/2011.07226},
eprinttype = {arXiv},
eprint = {2011.07226},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07363,
author = {Risul Islam and
Md Omar Faruk Rokon and
Evangelos E. Papalexakis and
Michalis Faloutsos},
title = {RecTen: {A} Recursive Hierarchical Low Rank Tensor Factorization Method
to Discover Hierarchical Patterns in Multi-modal Data},
journal = {CoRR},
volume = {abs/2011.07363},
year = {2020},
url = {https://arxiv.org/abs/2011.07363},
eprinttype = {arXiv},
eprint = {2011.07363},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12516,
author = {Uday Singh Saini and
Evangelos E. Papalexakis},
title = {Analyzing Representations inside Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2012.12516},
year = {2020},
url = {https://arxiv.org/abs/2012.12516},
eprinttype = {arXiv},
eprint = {2012.12516},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ans/Al-SayouriKPL19,
author = {Saba A. Al{-}Sayouri and
Danai Koutra and
Evangelos E. Papalexakis and
Sarah S. Lam},
title = {{SURREAL:} Subgraph Robust Representation Learning},
journal = {Appl. Netw. Sci.},
volume = {4},
number = {1},
pages = {88:1--88:20},
year = {2019},
url = {https://doi.org/10.1007/s41109-019-0160-1},
doi = {10.1007/S41109-019-0160-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ans/Al-SayouriKPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/PerrosPVSS19,
author = {Ioakeim Perros and
Evangelos E. Papalexakis and
Richard W. Vuduc and
Elizabeth Searles and
Jimeng Sun},
title = {Temporal phenotyping of medically complex children via {PARAFAC2}
tensor factorization},
journal = {J. Biomed. Informatics},
volume = {93},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103125},
doi = {10.1016/J.JBI.2019.103125},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/PerrosPVSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FuHPSTSFM19,
author = {Xiao Fu and
Kejun Huang and
Evangelos E. Papalexakis and
Hyun Ah Song and
Partha P. Talukdar and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Tom M. Mitchell},
title = {Efficient and Distributed Generalized Canonical Correlation Analysis
for Big Multiview Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {12},
pages = {2304--2318},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2875908},
doi = {10.1109/TKDE.2018.2875908},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/FuHPSTSFM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/GujralPYP19,
author = {Ekta Gujral and
Ravdeep Pasricha and
Tianxiong Yang and
Evangelos E. Papalexakis},
title = {{OCTEN:} Online Compression-Based Tensor Decomposition},
booktitle = {8th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2019, Le Gosier, Guadeloupe, December
15-18, 2019},
pages = {455--459},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CAMSAP45676.2019.9022641},
doi = {10.1109/CAMSAP45676.2019.9022641},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/GujralPYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/IzbickiPT19,
author = {Mike Izbicki and
Vagelis Papalexakis and
Vassilis J. Tsotras},
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 = {Geolocating Tweets in any Language at any Location},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {89--98},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357926},
doi = {10.1145/3357384.3357926},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/IzbickiPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/TsitsikasP19,
author = {Georgios Tsitsikas and
Evangelos E. Papalexakis},
title = {The Core Consistency of a Compressed Tensor},
booktitle = {{IEEE} Data Science Workshop, {DSW} 2019, Minneapolis, MN, USA, June
2-5, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSW.2019.8755593},
doi = {10.1109/DSW.2019.8755593},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsw/TsitsikasP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoCPM19,
author = {Zhenjie Zhao and
Andrew Cattle and
Evangelos E. Papalexakis and
Xiaojuan Ma},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Embedding Lexical Features via Tensor Decomposition for Small Sample
Humor Recognition},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {6375--6380},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1669},
doi = {10.18653/V1/D19-1669},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoCPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/ChachlakisTPM19,
author = {Dimitris G. Chachlakis and
Yorgos Tsitsikas and
Evangelos E. Papalexakis and
Panos P. Markopoulos},
title = {Robust Multi-Relational Learning With Absolute Projection Rescal},
booktitle = {2019 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2019, Ottawa, ON, Canada, November 11-14, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/GlobalSIP45357.2019.8969097},
doi = {10.1109/GLOBALSIP45357.2019.8969097},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globalsip/ChachlakisTPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic2e/FahimNPKKA19,
author = {Abdelrahman Fahim and
Ajaya Neupane and
Evangelos E. Papalexakis and
Lance M. Kaplan and
Srikanth V. Krishnamurthy and
Tarek F. Abdelzaher},
title = {Edge-Assisted Detection and Summarization of Key Global Events from
Distributed Crowd-Sensed Data},
booktitle = {{IEEE} International Conference on Cloud Engineering, {IC2E} 2019,
Prague, Czech Republic, June 24-27, 2019},
pages = {76--85},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IC2E.2019.00021},
doi = {10.1109/IC2E.2019.00021},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic2e/FahimNPKKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZimmermanSFPOBK19,
author = {Zachary Zimmerman and
Nader Shakibay Senobari and
Gareth J. Funning and
Evangelos E. Papalexakis and
Samet Oymak and
Philip Brisk and
Eamonn J. Keogh},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Matrix Profile {XVIII:} Time Series Mining in the Face of Fast Moving
Streams using a Learned Approximate Matrix Profile},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {936--945},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00104},
doi = {10.1109/ICDM.2019.00104},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZimmermanSFPOBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GujralPTR19,
author = {Ekta Gujral and
Evangelos E. Papalexakis and
Georgios Theocharous and
Anup B. Rao},
title = {Hacd: Hierarchical Agglomerative Community Detection In Social Networks},
booktitle = {29th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2019, Pittsburgh, PA, USA, October 13-16, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MLSP.2019.8918734},
doi = {10.1109/MLSP.2019.8918734},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GujralPTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/IzbickiPT19,
author = {Mike Izbicki and
Evangelos E. Papalexakis and
Vassilis J. Tsotras},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Exploiting the Earth's Spherical Geometry to Geolocate Images},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {3--19},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_1},
doi = {10.1007/978-3-030-46147-8\_1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/IzbickiPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sepln/CattleZPM19,
author = {Andrew Cattle and
Zhenjie Zhao and
Evangelos E. Papalexakis and
Xiaojuan Ma},
editor = {Miguel {\'{A}}ngel Garc{\'{\i}}a Cumbreras and
Julio Gonzalo and
Eugenio Mart{\'{\i}}nez C{\'{a}}mara and
Raquel Mart{\'{\i}}nez{-}Unanue and
Paolo Rosso and
Jorge Carrillo{-}de{-}Albornoz and
Soto Montalvo and
Luis Chiruzzo and
Sandra Collovini and
Yoan Guti{\'{e}}rrez and
Salud M. Jim{\'{e}}nez Zafra and
Martin Krallinger and
Manuel Montes{-}y{-}G{\'{o}}mez and
Reynier Ortega{-}Bueno and
Aiala Ros{\'{a}}},
title = {Generating Document Embeddings for Humor Recognition using Tensor
Decomposition},
booktitle = {Proceedings of the Iberian Languages Evaluation Forum co-located with
35th Conference of the Spanish Society for Natural Language Processing,
IberLEF@SEPLN 2019, Bilbao, Spain, September 24th, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2421},
pages = {151--159},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2421/HAHA\_paper\_2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:58 +0100},
biburl = {https://dblp.org/rec/conf/sepln/CattleZPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GharibshahGPF19,
author = {Joobin Gharibshah and
Zhabiz Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {An Empirical Study of Malicious Threads in Security Forums},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {176--182},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3316501},
doi = {10.1145/3308560.3316501},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GharibshahGPF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09009,
author = {Ravdeep Pasricha and
Ekta Gujral and
Evangelos E. Papalexakis},
title = {Adaptive Granularity in Tensors: {A} Quest for Interpretable Structure},
journal = {CoRR},
volume = {abs/1912.09009},
year = {2019},
url = {http://arxiv.org/abs/1912.09009},
eprinttype = {arXiv},
eprint = {1912.09009},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/MarkopoulosCP18,
author = {Panos P. Markopoulos and
Dimitris G. Chachlakis and
Evangelos E. Papalexakis},
title = {The Exact Solution to Rank-1 L1-Norm {TUCKER2} Decomposition},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {4},
pages = {511--515},
year = {2018},
url = {https://doi.org/10.1109/LSP.2018.2790901},
doi = {10.1109/LSP.2018.2790901},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/MarkopoulosCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BahargamP18,
author = {Sanaz Bahargam and
Evangelos E. Papalexakis},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Constrained Coupled Matrix-Tensor Factorization and its Application
in Pattern and Topic Detection},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {91--94},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508739},
doi = {10.1109/ASONAM.2018.8508739},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/BahargamP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GuachoASP18,
author = {Gisel Bastidas Guacho and
Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Semi-supervised Content-Based Detection of Misinformation via Tensor
Embeddings},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {322--325},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508241},
doi = {10.1109/ASONAM.2018.8508241},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/GuachoASP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Al-SayouriGKPL18,
author = {Saba A. Al{-}Sayouri and
Ekta Gujral and
Danai Koutra and
Evangelos E. Papalexakis and
Sarah S. Lam},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {t-PNE: Tensor-Based Predictable Node Embeddings},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {491--494},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508579},
doi = {10.1109/ASONAM.2018.8508579},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/Al-SayouriGKPL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/DevineniPMF18,
author = {Pravallika Devineni and
Evangelos E. Papalexakis and
Kalina Michalska and
Michalis Faloutsos},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {MIMiS: Minimally Intrusive Mining of Smartphone User Behaviors},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {568--569},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508435},
doi = {10.1109/ASONAM.2018.8508435},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/DevineniPMF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AfsharPPSHS18,
author = {Ardavan Afshar and
Ioakeim Perros and
Evangelos E. Papalexakis and
Elizabeth Searles and
Joyce C. Ho and
Jimeng Sun},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {{COPA:} Constrained {PARAFAC2} for Sparse {\&} Large Datasets},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {793--802},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271775},
doi = {10.1145/3269206.3271775},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AfsharPPSHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PapalexakisP18,
author = {Evangelos E. Papalexakis and
Konstantinos Pelechrinis},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {tHoops: {A} Multi-Aspect Analytical Framework for Spatio-Temporal
Basketball Data},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {2223--2232},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3272002},
doi = {10.1145/3269206.3272002},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/PapalexakisP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GorovitsGPB18,
author = {Alexander Gorovits and
Ekta Gujral and
Evangelos E. Papalexakis and
Petko Bogdanov},
editor = {Yike Guo and
Faisal Farooq},
title = {{LARC:} Learning Activity-Regularized Overlapping Communities Across
Time},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1465--1474},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220118},
doi = {10.1145/3219819.3220118},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GorovitsGPB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PerrosPPVYdSS18,
author = {Ioakeim Perros and
Evangelos E. Papalexakis and
Haesun Park and
Richard W. Vuduc and
Xiaowei Yan and
Christopher deFilippi and
Walter F. Stewart and
Jimeng Sun},
editor = {Yike Guo and
Faisal Farooq},
title = {SUSTain: Scalable Unsupervised Scoring for Tensors and its Application
to Phenotyping},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2080--2089},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219999},
doi = {10.1145/3219819.3219999},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PerrosPPVYdSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/MithunPPR18,
author = {Niluthpol Chowdhury Mithun and
Rameswar Panda and
Evangelos E. Papalexakis and
Amit K. Roy{-}Chowdhury},
editor = {Susanne Boll and
Kyoung Mu Lee and
Jiebo Luo and
Wenwu Zhu and
Hyeran Byun and
Chang Wen Chen and
Rainer Lienhart and
Tao Mei},
title = {Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval},
booktitle = {2018 {ACM} Multimedia Conference on Multimedia Conference, {MM} 2018,
Seoul, Republic of Korea, October 22-26, 2018},
pages = {1856--1864},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240508.3240712},
doi = {10.1145/3240508.3240712},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/MithunPPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GharibshahPF18,
author = {Joobin Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {RIPEx: Extracting Malicious {IP} Addresses from Security Forums Using
Cross-Forum Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10939},
pages = {517--529},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93040-4\_41},
doi = {10.1007/978-3-319-93040-4\_41},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GharibshahPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PasrichaGP18,
author = {Ravdeep Pasricha and
Ekta Gujral and
Evangelos E. Papalexakis},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11052},
pages = {327--343},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_20},
doi = {10.1007/978-3-030-10928-8\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PasrichaGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahmanBNPS18,
author = {Md. Lutfor Rahman and
Sharmistha Bardhan and
Ajaya Neupane and
Evangelos E. Papalexakis and
Chengyu Song},
editor = {Ulf Brefeld and
Edward Curry and
Elizabeth Daly and
Brian MacNamee and
Alice Marascu and
Fabio Pinelli and
Michele Berlingerio and
Neil Hurley},
title = {Learning Tensor-Based Representations from Brain-Computer Interface
Data for Cybersecurity},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11053},
pages = {389--404},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10997-4\_24},
doi = {10.1007/978-3-030-10997-4\_24},
timestamp = {Fri, 09 Apr 2021 18:44:22 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RahmanBNPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GujralPP18,
author = {Ekta Gujral and
Ravdeep Pasricha and
Evangelos E. Papalexakis},
editor = {Martin Ester and
Dino Pedreschi},
title = {SamBaTen: Sampling-based Batch Incremental Tensor Decomposition},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {387--395},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.44},
doi = {10.1137/1.9781611975321.44},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GujralPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GujralP18,
author = {Ekta Gujral and
Evangelos E. Papalexakis},
editor = {Martin Ester and
Dino Pedreschi},
title = {{SMACD:} Semi-supervised Multi-Aspect Community Detection},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {702--710},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.79},
doi = {10.1137/1.9781611975321.79},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GujralP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/PelechrinisP18,
author = {Konstantinos Pelechrinis and
Evangelos E. Papalexakis},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Athlytics: Winning in Sports with Data},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {787--788},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3162005},
doi = {10.1145/3159652.3162005},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/PelechrinisP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/PapalexakisBS18,
author = {Evangelos E. Papalexakis and
Alex Beutel and
Peter Steenkiste},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Network Anomaly Detection Using Co-clustering},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_354},
doi = {10.1007/978-1-4939-7131-2\_354},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/PapalexakisBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04572,
author = {Ardavan Afshar and
Ioakeim Perros and
Evangelos E. Papalexakis and
Elizabeth Searles and
Joyce C. Ho and
Jimeng Sun},
title = {{COPA:} Constrained {PARAFAC2} for Sparse {\&} Large Datasets},
journal = {CoRR},
volume = {abs/1803.04572},
year = {2018},
url = {http://arxiv.org/abs/1803.04572},
eprinttype = {arXiv},
eprint = {1803.04572},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05473,
author = {Ioakeim Perros and
Evangelos E. Papalexakis and
Haesun Park and
Richard W. Vuduc and
Xiaowei Yan and
Christopher deFilippi and
Walter F. Stewart and
Jimeng Sun},
title = {SUSTain: Scalable Unsupervised Scoring for Tensors and its Application
to Phenotyping},
journal = {CoRR},
volume = {abs/1803.05473},
year = {2018},
url = {http://arxiv.org/abs/1803.05473},
eprinttype = {arXiv},
eprint = {1803.05473},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04760,
author = {Joobin Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
title = {RIPEx: Extracting malicious {IP} addresses from security forums using
cross-forum learning},
journal = {CoRR},
volume = {abs/1804.04760},
year = {2018},
url = {http://arxiv.org/abs/1804.04760},
eprinttype = {arXiv},
eprint = {1804.04760},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04800,
author = {Joobin Gharibshah and
Tai{-}Ching Li and
Andre Castro and
Konstantinos Pelechrinis and
Evangelos E. Papalexakis and
Michalis Faloutsos},
title = {Mining actionable information from security forums: the case of malicious
{IP} addresses},
journal = {CoRR},
volume = {abs/1804.04800},
year = {2018},
url = {http://arxiv.org/abs/1804.04800},
eprinttype = {arXiv},
eprint = {1804.04800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09088,
author = {Gisel Bastidas Guacho and
Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
title = {Semi-supervised Content-based Detection of Misinformation via Tensor
Embeddings},
journal = {CoRR},
volume = {abs/1804.09088},
year = {2018},
url = {http://arxiv.org/abs/1804.09088},
eprinttype = {arXiv},
eprint = {1804.09088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09619,
author = {Ravdeep Pasricha and
Ekta Gujral and
Evangelos E. Papalexakis},
title = {Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition},
journal = {CoRR},
volume = {abs/1804.09619},
year = {2018},
url = {http://arxiv.org/abs/1804.09619},
eprinttype = {arXiv},
eprint = {1804.09619},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01509,
author = {Saba A. Al{-}Sayouri and
Danai Koutra and
Evangelos E. Papalexakis and
Sarah S. Lam},
title = {{SURREAL:} SUbgraph Robust REpresentAtion Learning},
journal = {CoRR},
volume = {abs/1805.01509},
year = {2018},
url = {http://arxiv.org/abs/1805.01509},
eprinttype = {arXiv},
eprint = {1805.01509},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01889,
author = {Saba A. Al{-}Sayouri and
Ekta Gujral and
Danai Koutra and
Evangelos E. Papalexakis and
Sarah S. Lam},
title = {t-PINE: Tensor-based Predictable and Interpretable Node Embeddings},
journal = {CoRR},
volume = {abs/1805.01889},
year = {2018},
url = {http://arxiv.org/abs/1805.01889},
eprinttype = {arXiv},
eprint = {1805.01889},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-05476,
author = {Pravallika Devineni and
Evangelos E. Papalexakis and
Kalina Michalska and
Michalis Faloutsos},
title = {MIMiS: Minimally Intrusive Mining of Smartphone User Behaviors},
journal = {CoRR},
volume = {abs/1805.05476},
year = {2018},
url = {http://arxiv.org/abs/1805.05476},
eprinttype = {arXiv},
eprint = {1805.05476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-05476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01997,
author = {Tai{-}Ching Li and
Joobin Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
title = {TrollSpot: Detecting misbehavior in commenting platforms},
journal = {CoRR},
volume = {abs/1806.01997},
year = {2018},
url = {http://arxiv.org/abs/1806.01997},
eprinttype = {arXiv},
eprint = {1806.01997},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02012,
author = {Uday Singh Saini and
Evangelos E. Papalexakis},
title = {A Peek Into the Hidden Layers of a Convolutional Neural Network Through
a Factorization Lens},
journal = {CoRR},
volume = {abs/1806.02012},
year = {2018},
url = {http://arxiv.org/abs/1806.02012},
eprinttype = {arXiv},
eprint = {1806.02012},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00122,
author = {Sanaz Bahargam and
Evangelos E. Papalexakis},
title = {A Constrained Coupled Matrix-Tensor Factorization for Learning Time-evolving
and Emerging Topics},
journal = {CoRR},
volume = {abs/1807.00122},
year = {2018},
url = {http://arxiv.org/abs/1807.00122},
eprinttype = {arXiv},
eprint = {1807.00122},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01350,
author = {Ekta Gujral and
Ravdeep Pasricha and
Tianxiong Yang and
Evangelos E. Papalexakis},
title = {OCTen: Online Compression-based Tensor Decomposition},
journal = {CoRR},
volume = {abs/1807.01350},
year = {2018},
url = {http://arxiv.org/abs/1807.01350},
eprinttype = {arXiv},
eprint = {1807.01350},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-07793,
author = {Niluthpol Chowdhury Mithun and
Rameswar Panda and
Evangelos E. Papalexakis and
Amit K. Roy{-}Chowdhury},
title = {Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval},
journal = {CoRR},
volume = {abs/1808.07793},
year = {2018},
url = {http://arxiv.org/abs/1808.07793},
eprinttype = {arXiv},
eprint = {1808.07793},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-07793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01557,
author = {Chin{-}Chia Michael Yeh and
Yan Zhu and
Evangelos E. Papalexakis and
Abdullah Mueen and
Eamonn J. Keogh},
title = {Representation Learning by Reconstructing Neighborhoods},
journal = {CoRR},
volume = {abs/1811.01557},
year = {2018},
url = {http://arxiv.org/abs/1811.01557},
eprinttype = {arXiv},
eprint = {1811.01557},
timestamp = {Fri, 28 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07428,
author = {Georgios Tsitsikas and
Evangelos E. Papalexakis},
title = {The core consistency of a compressed tensor},
journal = {CoRR},
volume = {abs/1811.07428},
year = {2018},
url = {http://arxiv.org/abs/1811.07428},
eprinttype = {arXiv},
eprint = {1811.07428},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/PapalexakisFS17,
author = {Evangelos E. Papalexakis and
Christos Faloutsos and
Nicholas D. Sidiropoulos},
title = {Tensors for Data Mining and Data Fusion: Models, Applications, and
Scalable Algorithms},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {2},
pages = {16:1--16:44},
year = {2017},
url = {https://doi.org/10.1145/2915921},
doi = {10.1145/2915921},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/PapalexakisFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/AgrawalGP17,
author = {Rakesh Agrawal and
Behzad Golshan and
Evangelos E. Papalexakis},
title = {Homogeneity in Web Search Results: Diagnosis and Mitigation},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {5},
pages = {66:1--66:35},
year = {2017},
url = {https://doi.org/10.1145/3057731},
doi = {10.1145/3057731},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/AgrawalGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SidiropoulosLFH17,
author = {Nicholas D. Sidiropoulos and
Lieven De Lathauwer and
Xiao Fu and
Kejun Huang and
Evangelos E. Papalexakis and
Christos Faloutsos},
title = {Tensor Decomposition for Signal Processing and Machine Learning},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {13},
pages = {3551--3582},
year = {2017},
url = {https://doi.org/10.1109/TSP.2017.2690524},
doi = {10.1109/TSP.2017.2690524},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SidiropoulosLFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/ZabirP17,
author = {Ishmam Zabir and
Evangelos E. Papalexakis},
editor = {Michael B. Matthews},
title = {Balancing interpretability and predictive accuracy for unsupervised
tensor mining},
booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2017, Pacific Grove, CA, USA, October 29 - November 1, 2017},
pages = {708--710},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ACSSC.2017.8335435},
doi = {10.1109/ACSSC.2017.8335435},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/acssc/ZabirP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LiGPF17,
author = {Tai{-}Ching Li and
Joobin Gharibshah and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Jana Diesner and
Elena Ferrari and
Guandong Xu},
title = {TrollSpot: Detecting misbehavior in commenting platforms},
booktitle = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining 2017, Sydney, Australia, July
31 - August 03, 2017},
pages = {171--175},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3110025.3110057},
doi = {10.1145/3110025.3110057},
timestamp = {Thu, 02 May 2024 20:50:55 +0200},
biburl = {https://dblp.org/rec/conf/asunam/LiGPF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GharibshahLVCPP17,
author = {Joobin Gharibshah and
Tai{-}Ching Li and
Maria Solanas Vanrell and
Andre Castro and
Konstantinos Pelechrinis and
Evangelos E. Papalexakis and
Michalis Faloutsos},
editor = {Jana Diesner and
Elena Ferrari and
Guandong Xu},
title = {InferIP: Extracting actionable information from security discussion
forums},
booktitle = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining 2017, Sydney, Australia, July
31 - August 03, 2017},
pages = {301--304},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3110025.3110055},
doi = {10.1145/3110025.3110055},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/GharibshahLVCPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/DevineniPKDF17,
author = {Pravallika Devineni and
Evangelos E. Papalexakis and
Danai Koutra and
A. Seza Do{\u{g}}ru{\"{o}}z and
Michalis Faloutsos},
editor = {Jana Diesner and
Elena Ferrari and
Guandong Xu},
title = {One Size Does Not Fit All: Profiling Personalized Time-Evolving User
Behaviors},
booktitle = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining 2017, Sydney, Australia, July
31 - August 03, 2017},
pages = {331--340},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3110025.3110050},
doi = {10.1145/3110025.3110050},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/DevineniPKDF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/AqilKAPKJRYS17,
author = {Azeem Aqil and
Karim Khalil and
Ahmed Osama Fathy Atya and
Evangelos E. Papalexakis and
Srikanth V. Krishnamurthy and
Trent Jaeger and
K. K. Ramakrishnan and
Paul L. Yu and
Ananthram Swami},
title = {Jaal: Towards Network Intrusion Detection at {ISP} Scale},
booktitle = {Proceedings of the 13th International Conference on emerging Networking
EXperiments and Technologies, CoNEXT 2017, Incheon, Republic of Korea,
December 12 - 15, 2017},
pages = {134--146},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3143361.3143399},
doi = {10.1145/3143361.3143399},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conext/AqilKAPKJRYS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangP17,
author = {Liuqing Yang and
Evangelos E. Papalexakis},
title = {Exploration of Social and Web Image Search Results Using Tensor Decomposition},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1915--1920},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.239},
doi = {10.1109/CVPRW.2017.239},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YangP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgt/Sadeghi-Mobarakeh17,
author = {Ashkan Sadeghi{-}Mobarakeh and
Mahdi Kohansal and
Evangelos E. Papalexakis and
Hamed Mohsenian Rad},
title = {Data mining based on random forest model to predict the California
{ISO} day-ahead market prices},
booktitle = {{IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies
Conference, {ISGT} 2017, Washington, DC, USA, April 23-26, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISGT.2017.8086061},
doi = {10.1109/ISGT.2017.8086061},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isgt/Sadeghi-Mobarakeh17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PerrosPWVSTS17,
author = {Ioakeim Perros and
Evangelos E. Papalexakis and
Fei Wang and
Richard W. Vuduc and
Elizabeth Searles and
Michael Thompson and
Jimeng Sun},
title = {SPARTan: Scalable {PARAFAC2} for Large {\&} Sparse Data},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {375--384},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098014},
doi = {10.1145/3097983.3098014},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PerrosPWVSTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FuHSSPTMSFP17,
author = {Xiao Fu and
Kejun Huang and
Otilia Stretcu and
Hyun Ah Song and
Evangelos E. Papalexakis and
Partha P. Talukdar and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Barnab{\'{a}}s P{\'{o}}czos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {216--227},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.25},
doi = {10.1137/1.9781611974973.25},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/FuHSSPTMSFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/OhSPFY17,
author = {Jinoh Oh and
Kijung Shin and
Evangelos E. Papalexakis and
Christos Faloutsos and
Hwanjo Yu},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {{S-HOT:} Scalable High-Order Tucker Decomposition},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {761--770},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018721},
doi = {10.1145/3018661.3018721},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/OhSPFY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerrosP0VSTS17,
author = {Ioakeim Perros and
Evangelos E. Papalexakis and
Fei Wang and
Richard W. Vuduc and
Elizabeth Searles and
Michael Thompson and
Jimeng Sun},
title = {SPARTan: Scalable {PARAFAC2} for Large {\&} Sparse Data},
journal = {CoRR},
volume = {abs/1703.04219},
year = {2017},
url = {http://arxiv.org/abs/1703.04219},
eprinttype = {arXiv},
eprint = {1703.04219},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerrosP0VSTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-00668,
author = {Ekta Gujral and
Ravdeep Pasricha and
Evangelos E. Papalexakis},
title = {SamBaTen: Sampling-based Batch Incremental Tensor Decomposition},
journal = {CoRR},
volume = {abs/1709.00668},
year = {2017},
url = {http://arxiv.org/abs/1709.00668},
eprinttype = {arXiv},
eprint = {1709.00668},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-00668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01147,
author = {Ishmam Zabir and
Evangelos E. Papalexakis},
title = {Balancing Interpretability and Predictive Accuracy for Unsupervised
Tensor Mining},
journal = {CoRR},
volume = {abs/1709.01147},
year = {2017},
url = {http://arxiv.org/abs/1709.01147},
eprinttype = {arXiv},
eprint = {1709.01147},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-11306,
author = {Panos P. Markopoulos and
Dimitris G. Chachlakis and
Evangelos E. Papalexakis},
title = {The Exact Solution to Rank-1 L1-norm {TUCKER2} Decomposition},
journal = {CoRR},
volume = {abs/1710.11306},
year = {2017},
url = {http://arxiv.org/abs/1710.11306},
eprinttype = {arXiv},
eprint = {1710.11306},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-11306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01199,
author = {Evangelos E. Papalexakis and
Konstantinos Pelechrinis},
title = {tHoops: {A} Multi-Aspect Analytical Framework Spatio-Temporal Basketball
Data Using Tensor Decomposition},
journal = {CoRR},
volume = {abs/1712.01199},
year = {2017},
url = {http://arxiv.org/abs/1712.01199},
eprinttype = {arXiv},
eprint = {1712.01199},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/PapalexakisF16,
author = {Evangelos E. Papalexakis and
Christos Faloutsos},
title = {Unsupervised Tensor Mining for Big Data Practitioners},
journal = {Big Data},
volume = {4},
number = {3},
pages = {179--191},
year = {2016},
url = {https://doi.org/10.1089/big.2016.0026},
doi = {10.1089/BIG.2016.0026},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/PapalexakisF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jws/AgrawalGP16,
author = {Rakesh Agrawal and
Behzad Golshan and
Evangelos E. Papalexakis},
title = {Overlap in the Web Search Results of Google and Bing},
journal = {J. Web Sci.},
volume = {2},
number = {2},
pages = {17--30},
year = {2016},
url = {https://doi.org/10.1561/106.00000005},
doi = {10.1561/106.00000005},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jws/AgrawalGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AraujoGPFBSPK16,
author = {Miguel Araujo and
Stephan G{\"{u}}nnemann and
Spiros Papadimitriou and
Christos Faloutsos and
Prithwish Basu and
Ananthram Swami and
Evangelos E. Papalexakis and
Danai Koutra},
title = {Discovery of "comet" communities in temporal and labeled
graphs Com\({}^{\mbox{{\^{}}2}}\)},
journal = {Knowl. Inf. Syst.},
volume = {46},
number = {3},
pages = {657--677},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0847-2},
doi = {10.1007/S10115-015-0847-2},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/AraujoGPFBSPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PapalexakisMSFT16,
author = {Evangelos E. Papalexakis and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Partha Pratim Talukdar and
Brian Murphy},
title = {Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and
applications},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {4},
pages = {269--290},
year = {2016},
url = {https://doi.org/10.1002/sam.11315},
doi = {10.1002/SAM.11315},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/PapalexakisMSFT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/JeonPFSK16,
author = {Inah Jeon and
Evangelos E. Papalexakis and
Christos Faloutsos and
Lee Sael and
U Kang},
title = {Mining billion-scale tensors: algorithms and discoveries},
journal = {{VLDB} J.},
volume = {25},
number = {4},
pages = {519--544},
year = {2016},
url = {https://doi.org/10.1007/s00778-016-0427-4},
doi = {10.1007/S00778-016-0427-4},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/JeonPFSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AgrawalGP16,
author = {Rakesh Agrawal and
Behzad Golshan and
Evangelos E. Papalexakis},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Toward Data-Driven Design of Educational Courses: {A} Feasibility
Study},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {6},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_301.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/AgrawalGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FuHPSTSFM16,
author = {Xiao Fu and
Kejun Huang and
Evangelos E. Papalexakis and
Hyun Ah Song and
Partha Pratim Talukdar and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Tom M. Mitchell},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Efficient and Distributed Algorithms for Large-Scale Generalized Canonical
Correlations Analysis},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {871--876},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0105},
doi = {10.1109/ICDM.2016.0105},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FuHPSTSFM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HooiSPAF16,
author = {Bryan Hooi and
Hyun Ah Song and
Evangelos E. Papalexakis and
Rakesh Agrawal and
Christos Faloutsos},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Matrices, Compression, Learning Curves: Formulation, and the GroupNteach
Algorithms},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9652},
pages = {376--387},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31750-2\_30},
doi = {10.1007/978-3-319-31750-2\_30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HooiSPAF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Papalexakis16,
author = {Evangelos E. Papalexakis},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Automatic Unsupervised Tensor Mining with Quality Assessment},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {711--719},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.80},
doi = {10.1137/1.9781611974348.80},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Papalexakis16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SidiropoulosLFH16,
author = {Nicholas D. Sidiropoulos and
Lieven De Lathauwer and
Xiao Fu and
Kejun Huang and
Evangelos E. Papalexakis and
Christos Faloutsos},
title = {Tensor Decomposition for Signal Processing and Machine Learning},
journal = {CoRR},
volume = {abs/1607.01668},
year = {2016},
url = {http://arxiv.org/abs/1607.01668},
eprinttype = {arXiv},
eprint = {1607.01668},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SidiropoulosLFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PapalexakisFS15,
author = {Evangelos E. Papalexakis and
Christos Faloutsos and
Nicholas D. Sidiropoulos},
title = {ParCube: Sparse Parallelizable {CANDECOMP-PARAFAC} Tensor Decomposition},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {1},
pages = {3:1--3:25},
year = {2015},
url = {https://doi.org/10.1145/2729980},
doi = {10.1145/2729980},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/PapalexakisFS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/PapalexakisPF15,
author = {Evangelos E. Papalexakis and
Konstantinos Pelechrinis and
Christos Faloutsos},
title = {Location based Social Network analysis using Tensors and Signal Processing
tools},
booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,
2015},
pages = {93--96},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CAMSAP.2015.7383744},
doi = {10.1109/CAMSAP.2015.7383744},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/PapalexakisPF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cosn/AgrawalGP15,
author = {Rakesh Agrawal and
Behzad Golshan and
Evangelos E. Papalexakis},
editor = {Aneesh Sharma and
Rakesh Agrawal and
Matthias Grossglauser},
title = {Overlap Between Google and Bing Web Search Results!: Twitter to the
Rescue?},
booktitle = {Proceedings of the 2015 {ACM} on Conference on Online Social Networks,
{COSN} 2015, Palo Alto, California, USA, November 2-3, 2015},
pages = {95},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2817946.2820604},
doi = {10.1145/2817946.2820604},
timestamp = {Tue, 06 Nov 2018 16:58:13 +0100},
biburl = {https://dblp.org/rec/conf/cosn/AgrawalGP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangGPFSMTF15,
author = {Kejun Huang and
Matt Gardner and
Evangelos E. Papalexakis and
Christos Faloutsos and
Nikos D. Sidiropoulos and
Tom M. Mitchell and
Partha Pratim Talukdar and
Xiao Fu},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {Translation Invariant Word Embeddings},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {1084--1088},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1127},
doi = {10.18653/V1/D15-1127},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HuangGPFSMTF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PapalexakisF15,
author = {Evangelos E. Papalexakis and
Christos Faloutsos},
title = {Fast efficient and scalable Core Consistency Diagnostic for the parafac
decomposition for big sparse tensors},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {5441--5445},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7179011},
doi = {10.1109/ICASSP.2015.7179011},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PapalexakisF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/JeonPKF15,
author = {Inah Jeon and
Evangelos E. Papalexakis and
U Kang and
Christos Faloutsos},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {HaTen2: Billion-scale tensor decompositions},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1047--1058},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113355},
doi = {10.1109/ICDE.2015.7113355},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/JeonPKF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HooiSPAF15,
author = {Bryan Hooi and
Hyun Ah Song and
Evangelos E. Papalexakis and
Rakesh Agrawal and
Christos Faloutsos},
title = {Education, Learning and Information Theory},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {269--272},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.201},
doi = {10.1109/ICDMW.2015.201},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HooiSPAF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AgrawalGP15,
author = {Rakesh Agrawal and
Behzad Golshan and
Evangelos E. Papalexakis},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Whither Social Networks for Web Search?},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1661--1670},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788571},
doi = {10.1145/2783258.2788571},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AgrawalGP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangSPFTM15,
author = {Kejun Huang and
Nicholas D. Sidiropoulos and
Evangelos E. Papalexakis and
Christos Faloutsos and
Partha Pratim Talukdar and
Tom M. Mitchell},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Principled Neuro-Functional Connectivity Discovery},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {631--639},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.71},
doi = {10.1137/1.9781611974010.71},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HuangSPFTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AgrawalGP15,
author = {Rakesh Agrawal and
Behzad Golshan and
Evangelos E. Papalexakis},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {A Study of Distinctiveness in Web Results of Two Search Engines},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {267--273},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2743060},
doi = {10.1145/2740908.2743060},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/AgrawalGP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PapadimitriouPL15,
author = {Spiros E. Papadimitriou and
Evangelos E. Papalexakis and
Bin Liu and
Hui Xiong},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Remix in 3D Printing: What your Sources say About You},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {367--368},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2745943},
doi = {10.1145/2740908.2745943},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PapadimitriouPL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PapalexakisD15,
author = {Evangelos E. Papalexakis and
A. Seza Do{\u{g}}ru{\"{o}}z},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Understanding Multilingual Social Networks in Online Immigrant Communities},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {865--870},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2743004},
doi = {10.1145/2740908.2743004},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PapalexakisD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Papalexakis15,
author = {Evangelos E. Papalexakis},
title = {Automatic Unsupervised Tensor Mining with Quality Assessment},
journal = {CoRR},
volume = {abs/1503.03355},
year = {2015},
url = {http://arxiv.org/abs/1503.03355},
eprinttype = {arXiv},
eprint = {1503.03355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Papalexakis15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/PapalexakisFSTM14,
author = {Evangelos E. Papalexakis and
Alona Fyshe and
Nicholas D. Sidiropoulos and
Partha Pratim Talukdar and
Tom M. Mitchell and
Christos Faloutsos},
title = {Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in
Multisubject Experiments},
journal = {Big Data},
volume = {2},
number = {4},
pages = {216--229},
year = {2014},
url = {https://doi.org/10.1089/big.2014.0044},
doi = {10.1089/BIG.2014.0044},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/PapalexakisFSTM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AcarPGRLNB14,
author = {Evrim Acar and
Evangelos E. Papalexakis and
Gozde G{\"{u}}rdeniz and
Morten A. Rasmussen and
Anders J. Lawaetz and
Mathias Nilsson and
Rasmus Bro},
title = {Structure-Revealing Data Fusion},
journal = {{BMC} Bioinform.},
volume = {15},
pages = {239},
year = {2014},
url = {https://doi.org/10.1186/1471-2105-15-239},
doi = {10.1186/1471-2105-15-239},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/AcarPGRLNB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/PapalexakisDCPF14,
author = {Evangelos E. Papalexakis and
Tudor Dumitras and
Duen Horng Chau and
B. Aditya Prakash and
Christos Faloutsos},
title = {SharkFin: Spatio-temporal mining of software adoption and penetration},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {240},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0240-2},
doi = {10.1007/S13278-014-0240-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/PapalexakisDCPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/SidiropoulosPF14,
author = {Nicholas D. Sidiropoulos and
Evangelos E. Papalexakis and
Christos Faloutsos},
title = {Parallel Randomly Compressed Cubes : {A} scalable distributed architecture
for big tensor decomposition},
journal = {{IEEE} Signal Process. Mag.},
volume = {31},
number = {5},
pages = {57--70},
year = {2014},
url = {https://doi.org/10.1109/MSP.2014.2329196},
doi = {10.1109/MSP.2014.2329196},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/SidiropoulosPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KangMPF14,
author = {U Kang and
Brendan Meeder and
Evangelos E. Papalexakis and
Christos Faloutsos},
title = {HEigen: Spectral Analysis for Billion-Scale Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {2},
pages = {350--362},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2012.244},
doi = {10.1109/TKDE.2012.244},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/KangMPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-codeswitch/PapalexakisND14,
author = {Evangelos E. Papalexakis and
Dong Nguyen and
A. Seza Do{\u{g}}ru{\"{o}}z},
editor = {Mona T. Diab and
Julia Hirschberg and
Pascale Fung and
Thamar Solorio},
title = {Predicting Code-switching in Multilingual Communication for Immigrant
Communities},
booktitle = {Proceedings of the First Workshop on Computational Approaches to Code
Switching@EMNLP 2014, Doha, Qatar, October 25, 2014},
pages = {42--50},
publisher = {Association for Computational Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/W14-3905},
doi = {10.3115/V1/W14-3905},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-codeswitch/PapalexakisND14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SidiropoulosPF14,
author = {Nikos D. Sidiropoulos and
Evangelos E. Papalexakis and
Christos Faloutsos},
title = {A parallel algorithm for big tensor decomposition using randomly compressed
cubes {(PARACOMP)}},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {1--5},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853546},
doi = {10.1109/ICASSP.2014.6853546},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SidiropoulosPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PapalexakisFSTMF14,
author = {Evangelos E. Papalexakis and
Alona Fyshe and
Nicholas D. Sidiropoulos and
Partha Pratim Talukdar and
Tom M. Mitchell and
Christos Faloutsos},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Good-enough brain model: challenges, algorithms and discoveries in
multi-subject experiments},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {95--104},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623639},
doi = {10.1145/2623330.2623639},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PapalexakisFSTMF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MaoWPFLK14,
author = {Ching{-}Hao Mao and
Chung{-}Jung Wu and
Evangelos E. Papalexakis and
Christos Faloutsos and
Kuo{-}Chen Lee and
Tien{-}Cheu Kao},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {MalSpot: Multi2 Malicious Network Behavior Patterns Analysis},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {1--14},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_1},
doi = {10.1007/978-3-319-06608-0\_1},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MaoWPFLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AraujoPGFBSPK14,
author = {Miguel Araujo and
Spiros Papadimitriou and
Stephan G{\"{u}}nnemann and
Christos Faloutsos and
Prithwish Basu and
Ananthram Swami and
Evangelos E. Papalexakis and
Danai Koutra},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Com2: Fast Automatic Discovery of Temporal ('Comet') Communities},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
pages = {271--283},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_23},
doi = {10.1007/978-3-319-06605-9\_23},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AraujoPGFBSPK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BeutelTKFPX14,
author = {Alex Beutel and
Partha Pratim Talukdar and
Abhimanu Kumar and
Christos Faloutsos and
Evangelos E. Papalexakis and
Eric P. Xing},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {109--117},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.13},
doi = {10.1137/1.9781611973440.13},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BeutelTKFPX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PapalexakisFMTSM14,
author = {Evangelos E. Papalexakis and
Christos Faloutsos and
Tom M. Mitchell and
Partha Pratim Talukdar and
Nicholas D. Sidiropoulos and
Brian Murphy},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations
by 200x},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {118--126},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.14},
doi = {10.1137/1.9781611973440.14},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PapalexakisFMTSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/PapadimitriouP14,
author = {Spiros Papadimitriou and
Evangelos E. Papalexakis},
editor = {Filippo Menczer and
Jim Hendler and
William H. Dutton and
Markus Strohmaier and
Ciro Cattuto and
Eric T. Meyer},
title = {Towards laws of the 3d-printable design web},
booktitle = {{ACM} Web Science Conference, WebSci '14, Bloomington, IN, USA, June
23-26, 2014},
pages = {255--256},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2615569.2615660},
doi = {10.1145/2615569.2615660},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/websci/PapadimitriouP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FuxmanPLCCGHKNPZ14,
author = {Ariel Fuxman and
Patrick Pantel and
Yuanhua Lv and
Ashok K. Chandra and
Pradeep Chilakamarri and
Michael Gamon and
David Hamilton and
Bernhard Kohlmeier and
Dhyanesh Narayanan and
Evangelos E. Papalexakis and
Bo Zhao},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Contextual insights},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {265--266},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577280},
doi = {10.1145/2567948.2577280},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FuxmanPLCCGHKNPZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PapalexakisPF14,
author = {Evangelos E. Papalexakis and
Konstantinos Pelechrinis and
Christos Faloutsos},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Spotting misbehaviors in location-based social networks using tensors},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {551--552},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2576950},
doi = {10.1145/2567948.2576950},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PapalexakisPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/PapalexakisBS14,
author = {Evangelos E. Papalexakis and
Alex Beutel and
Peter Steenkiste},
title = {Network Anomaly Detection Using Co-clustering},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {1054--1068},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_354},
doi = {10.1007/978-1-4614-6170-8\_354},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/PapalexakisBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/PapalexakisKFSH13,
author = {Evangelos E. Papalexakis and
U Kang and
Christos Faloutsos and
Nicholas D. Sidiropoulos and
Abhay Harpale},
title = {Large Scale Tensor Decompositions: Algorithmic Developments and Applications},
journal = {{IEEE} Data Eng. Bull.},
volume = {36},
number = {3},
pages = {59--66},
year = {2013},
url = {http://sites.computer.org/debull/A13sept/p59.pdf},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/PapalexakisKFSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PapalexakisSB13,
author = {Evangelos E. Papalexakis and
Nicholas D. Sidiropoulos and
Rasmus Bro},
title = {From {K} -Means to Higher-Way Co-Clustering: Multilinear Decomposition
With Sparse Latent Factors},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {2},
pages = {493--506},
year = {2013},
url = {https://doi.org/10.1109/TSP.2012.2225052},
doi = {10.1109/TSP.2012.2225052},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/PapalexakisSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/PapalexakisDCPF13,
author = {Evangelos E. Papalexakis and
Tudor Dumitras and
Duen Horng (Polo) Chau and
B. Aditya Prakash and
Christos Faloutsos},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Spatio-temporal mining of software adoption {\&} penetration},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {878--885},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500244},
doi = {10.1145/2492517.2500244},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/PapalexakisDCPF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/PapalexakisAI13,
author = {Evangelos E. Papalexakis and
Leman Akoglu and
Dino Ienco},
title = {Do more views of a graph help? Community detection and clustering
in multi-graphs},
booktitle = {Proceedings of the 16th International Conference on Information Fusion,
{FUSION} 2013, Istanbul, Turkey, July 9-12, 2013},
pages = {899--905},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6641090/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/PapalexakisAI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MatsubaraLPLSF13,
author = {Yasuko Matsubara and
Lei Li and
Evangelos E. Papalexakis and
David Lo and
Yasushi Sakurai and
Christos Faloutsos},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {F-Trail: Finding Patterns in Taxi Trajectories},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {86--98},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_8},
doi = {10.1007/978-3-642-37453-1\_8},
timestamp = {Thu, 02 May 2024 20:50:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MatsubaraLPLSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BogdanovFMPRS13,
author = {Petko Bogdanov and
Christos Faloutsos and
Misael Mongiov{\`{\i}} and
Evangelos E. Papalexakis and
Razvan Ranca and
Ambuj K. Singh},
title = {NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {28--36},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.4},
doi = {10.1137/1.9781611972832.4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BogdanovFMPRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-7043,
author = {Evangelos E. Papalexakis and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Partha Pratim Talukdar and
Brian Murphy},
title = {Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization},
journal = {CoRR},
volume = {abs/1302.7043},
year = {2013},
url = {http://arxiv.org/abs/1302.7043},
eprinttype = {arXiv},
eprint = {1302.7043},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-7043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/PapalexakisBS12,
author = {Evangelos E. Papalexakis and
Alex Beutel and
Peter Steenkiste},
title = {Network Anomaly Detection Using Co-clustering},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {403--410},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.72},
doi = {10.1109/ASONAM.2012.72},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/PapalexakisBS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KangPHF12,
author = {U Kang and
Evangelos E. Papalexakis and
Abhay Harpale and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {GigaTensor: scaling tensor analysis up by 100 times - algorithms and
discoveries},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {316--324},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339583},
doi = {10.1145/2339530.2339583},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KangPHF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/KoutraPF12,
author = {Danai Koutra and
Evangelos E. Papalexakis and
Christos Faloutsos},
title = {TensorSplat: Spotting Latent Anomalies in Time},
booktitle = {16th Panhellenic Conference on Informatics, {PCI} 2012, Piraeus, Greece,
October 5-7, 2012},
pages = {144--149},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/PCi.2012.60},
doi = {10.1109/PCI.2012.60},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pci/KoutraPF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PapalexakisFS12,
author = {Evangelos E. Papalexakis and
Christos Faloutsos and
Nicholas D. Sidiropoulos},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {ParCube: Sparse Parallelizable Tensor Decompositions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {521--536},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_39},
doi = {10.1007/978-3-642-33460-3\_39},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PapalexakisFS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/MongioviBRSPF12,
author = {Misael Mongiov{\`{\i}} and
Petko Bogdanov and
Razvan Ranca and
Ambuj K. Singh and
Evangelos E. Papalexakis and
Christos Faloutsos},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {SigSpot: mining significant anomalous regions from time-evolving networks
(abstract only)},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {865},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213974},
doi = {10.1145/2213836.2213974},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/MongioviBRSPF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PapalexakisS11,
author = {Evangelos E. Papalexakis and
Nicholas D. Sidiropoulos},
title = {Co-clustering as multilinear decomposition with sparse latent factors},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {2064--2067},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946731},
doi = {10.1109/ICASSP.2011.5946731},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PapalexakisS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PapalexakisSG10,
author = {Evangelos E. Papalexakis and
Nicholas D. Sidiropoulos and
Minos N. Garofalakis},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Reviewer Profiling Using Sparse Matrix Regression},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {1214--1219},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.87},
doi = {10.1109/ICDMW.2010.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PapalexakisSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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