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ORCIDBibTeX records: Christos Faloutsos
@article{DBLP:journals/vldb/YangASFSZ24,
author = {Fan Yang and
Faisal M. Almutairi and
Hyun Ah Song and
Christos Faloutsos and
Nicholas D. Sidiropoulos and
Vladimir Zadorozhny},
title = {Correction to: TurboLift: fast accuracy lifting for historical data
recovery},
journal = {{VLDB} J.},
volume = {33},
number = {1},
pages = {253},
year = {2024},
url = {https://doi.org/10.1007/s00778-023-00801-4},
doi = {10.1007/S00778-023-00801-4},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/YangASFSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NairLVOCCJFR24,
author = {Pratheeksha Nair and
Javin Liu and
Catalina Vajiac and
Andreas M. Olligschlaeger and
Duen Horng Chau and
Mirela T. Cazzolato and
Cara Jones and
Christos Faloutsos and
Reihaneh Rabbany},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{T-NET:} Weakly Supervised Graph Learning for Combatting Human Trafficking},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22276--22284},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30233},
doi = {10.1609/AAAI.V38I20.30233},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NairLVOCCJFR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01902,
author = {Shamima Hossain and
Christos Faloutsos and
Boris Baer and
Hyoseung Kim and
Vassilis J. Tsotras},
title = {{EBV:} Electronic Bee-Veterinarian for Principled Mining and Forecasting
of Honeybee Time Series},
journal = {CoRR},
volume = {abs/2402.01902},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01902},
doi = {10.48550/ARXIV.2402.01902},
eprinttype = {arXiv},
eprint = {2402.01902},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07999,
author = {Meng{-}Chieh Lee and
Haiyang Yu and
Jian Zhang and
Vassilis N. Ioannidis and
Xiang Song and
Soji Adeshina and
Da Zheng and
Christos Faloutsos},
title = {NetInfoF Framework: Measuring and Exploiting Network Usable Information},
journal = {CoRR},
volume = {abs/2402.07999},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07999},
doi = {10.48550/ARXIV.2402.07999},
eprinttype = {arXiv},
eprint = {2402.07999},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14361,
author = {Kezhi Kong and
Jiani Zhang and
Zhengyuan Shen and
Balasubramaniam Srinivasan and
Chuan Lei and
Christos Faloutsos and
Huzefa Rangwala and
George Karypis},
title = {OpenTab: Advancing Large Language Models as Open-domain Table Reasoners},
journal = {CoRR},
volume = {abs/2402.14361},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14361},
doi = {10.48550/ARXIV.2402.14361},
eprinttype = {arXiv},
eprint = {2402.14361},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17944,
author = {Xi Fang and
Weijie Xu and
Fiona Anting Tan and
Jiani Zhang and
Ziqing Hu and
Yanjun Qi and
Scott Nickleach and
Diego Socolinsky and
Srinivasan H. Sengamedu and
Christos Faloutsos},
title = {Large Language Models(LLMs) on Tabular Data: Prediction, Generation,
and Understanding - {A} Survey},
journal = {CoRR},
volume = {abs/2402.17944},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17944},
doi = {10.48550/ARXIV.2402.17944},
eprinttype = {arXiv},
eprint = {2402.17944},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01382,
author = {Rohan Kumar and
Youngmin Kim and
Sunitha Ravi and
Haitian Sun and
Christos Faloutsos and
Ruslan Salakhutdinov and
Minji Yoon},
title = {Automatic Question-Answer Generation for Long-Tail Knowledge},
journal = {CoRR},
volume = {abs/2403.01382},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01382},
doi = {10.48550/ARXIV.2403.01382},
eprinttype = {arXiv},
eprint = {2403.01382},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04735,
author = {Jielin Qiu and
Andrea Madotto and
Zhaojiang Lin and
Paul A. Crook and
Yifan Ethan Xu and
Xin Luna Dong and
Christos Faloutsos and
Lei Li and
Babak Damavandi and
Seungwhan Moon},
title = {SnapNTell: Enhancing Entity-Centric Visual Question Answering with
Retrieval Augmented Multimodal {LLM}},
journal = {CoRR},
volume = {abs/2403.04735},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04735},
doi = {10.48550/ARXIV.2403.04735},
eprinttype = {arXiv},
eprint = {2403.04735},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07653,
author = {Christos Koutras and
Jiani Zhang and
Xiao Qin and
Chuan Lei and
Vasileios Ioannidis and
Christos Faloutsos and
George Karypis and
Asterios Katsifodimos},
title = {OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular
Data Repositories},
journal = {CoRR},
volume = {abs/2403.07653},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07653},
doi = {10.48550/ARXIV.2403.07653},
eprinttype = {arXiv},
eprint = {2403.07653},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08027,
author = {Braulio Valentin Sanchez Vinces and
Robson L. F. Cordeiro and
Christos Faloutsos},
title = {McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional
Datasets},
journal = {CoRR},
volume = {abs/2403.08027},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08027},
doi = {10.48550/ARXIV.2403.08027},
eprinttype = {arXiv},
eprint = {2403.08027},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12339,
author = {Jielin Qiu and
William Han and
Winfred Wang and
Zhengyuan Yang and
Linjie Li and
Jianfeng Wang and
Christos Faloutsos and
Lei Li and
Lijuan Wang},
title = {Entity6K: {A} Large Open-Domain Evaluation Dataset for Real-World
Entity Recognition},
journal = {CoRR},
volume = {abs/2403.12339},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12339},
doi = {10.48550/ARXIV.2403.12339},
eprinttype = {arXiv},
eprint = {2403.12339},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WongPKFJ23,
author = {Serene W. H. Wong and
Chiara Pastrello and
Max Kotlyar and
Christos Faloutsos and
Igor Jurisica},
title = {\emph{USNAP}: fast unique dense region detection and its application
to lung cancer},
journal = {Bioinform.},
volume = {39},
number = {8},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad477},
doi = {10.1093/BIOINFORMATICS/BTAD477},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/WongPKFJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ShekharEHEFA23,
author = {Shubhranshu Shekhar and
Dhivya Eswaran and
Bryan Hooi and
Jonathan Elmer and
Christos Faloutsos and
Leman Akoglu},
title = {Benefit-aware early prediction of health outcomes on multivariate
{EEG} time series},
journal = {J. Biomed. Informatics},
volume = {139},
pages = {104296},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104296},
doi = {10.1016/J.JBI.2023.104296},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ShekharEHEFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/PaparrizosWEFF23,
author = {John Paparrizos and
Kaize Wu and
Aaron J. Elmore and
Christos Faloutsos and
Michael J. Franklin},
title = {Accelerating Similarity Search for Elastic Measures: {A} Study and
New Generalization of Lower Bounding Distances},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {8},
pages = {2019--2032},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p2019-paparrizos.pdf},
doi = {10.14778/3594512.3594530},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/PaparrizosWEFF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/VajiacLKLPOJRF23,
author = {Catalina Vajiac and
Meng{-}Chieh Lee and
Aayushi Kulshrestha and
Sacha Levy and
Namyong Park and
Andreas M. Olligschlaeger and
Cara Jones and
Reihaneh Rabbany and
Christos Faloutsos},
title = {DeltaShield: Information Theory for Human- Trafficking Detection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {2},
pages = {28:1--28:27},
year = {2023},
url = {https://doi.org/10.1145/3563040},
doi = {10.1145/3563040},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/VajiacLKLPOJRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/VajiacCOMNLLPRF23,
author = {Catalina Vajiac and
Duen Horng Chau and
Andreas M. Olligschlaeger and
Rebecca Mackenzie and
Pratheeksha Nair and
Meng{-}Chieh Lee and
Yifei Li and
Namyong Park and
Reihaneh Rabbany and
Christos Faloutsos},
title = {TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns
for Detecting and Labeling Human Trafficking},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {1},
pages = {53--62},
year = {2023},
url = {https://doi.org/10.1109/TVCG.2022.3209403},
doi = {10.1109/TVCG.2022.3209403},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/VajiacCOMNLLPRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/GaudioFSCC23,
author = {Alex Gaudio and
Christos Faloutsos and
Asim Smailagic and
Pedro Costa and
Aur{\'{e}}lio Campilho},
title = {ExplainFix: Explainable spatially fixed deep networks},
journal = {WIREs Data. Mining. Knowl. Discov.},
volume = {13},
number = {2},
year = {2023},
url = {https://doi.org/10.1002/widm.1483},
doi = {10.1002/WIDM.1483},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/GaudioFSCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/GaudioSFMJLCC23,
author = {Alex Gaudio and
Asim Smailagic and
Christos Faloutsos and
Shreshta Mohan and
Elvin Johnson and
Yuhao Liu and
Pedro Costa and
Aur{\'{e}}lio Campilho},
title = {\emph{DeepFixCX}: Explainable privacy-preserving image compression
for medical image analysis},
journal = {WIREs Data. Mining. Knowl. Discov.},
volume = {13},
number = {4},
year = {2023},
url = {https://doi.org/10.1002/widm.1495},
doi = {10.1002/WIDM.1495},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/GaudioSFMJLCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CazzolatoVZPLCF23,
author = {Mirela T. Cazzolato and
Saranya Vijayakumar and
Xinyi Zheng and
Namyong Park and
Meng{-}Chieh Lee and
Duen Horng Chau and
Pedro Fidalgo and
Bruno Lages and
Agma J. M. Traina and
Christos Faloutsos},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16410--16412},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.27062},
doi = {10.1609/AAAI.V37I13.27062},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CazzolatoVZPLCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuWQLSFKKWY23,
author = {Xuming Hu and
Shen Wang and
Xiao Qin and
Chuan Lei and
Zhengyuan Shen and
Christos Faloutsos and
Asterios Katsifodimos and
George Karypis and
Lijie Wen and
Philip S. Yu},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Automatic Table Union Search with Tabular Representation Learning},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {3786--3800},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.233},
doi = {10.18653/V1/2023.FINDINGS-ACL.233},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuWQLSFKKWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0002WHZS0WLFS023,
author = {Zijie Huang and
Daheng Wang and
Binxuan Huang and
Chenwei Zhang and
Jingbo Shang and
Yan Liang and
Zhengyang Wang and
Xian Li and
Christos Faloutsos and
Yizhou Sun and
Wei Wang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge
Graphs},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {10105--10118},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.642},
doi = {10.18653/V1/2023.FINDINGS-ACL.642},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/0002WHZS0WLFS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/CazzolatoGTFT23,
author = {Mirela T. Cazzolato and
Marco Antonio Gutierrez and
Caetano Traina and
Christos Faloutsos and
Agma J. M. Traina},
editor = {Jo{\~{a}}o Rafael Almeida and
Myra Spiliopoulou and
Jos{\'{e}} Alberto Ben{\'{\i}}tez{-}Andrades and
Giuseppe Placidi and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Rosa Sicilia and
Bridget Kane},
title = {Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive
Features and Visualization Tools},
booktitle = {36th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2023, L'Aquila, Italy, June 22-24, 2023},
pages = {117--122},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CBMS58004.2023.00202},
doi = {10.1109/CBMS58004.2023.00202},
timestamp = {Mon, 24 Jul 2023 15:56:16 +0200},
biburl = {https://dblp.org/rec/conf/cbms/CazzolatoGTFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/CazzolatoVLVPFT23,
author = {Mirela Teixeira Cazzolato and
Saranya Vijayakumar and
Meng{-}Chieh Lee and
Catalina Vajiac and
Namyong Park and
Pedro Fidalgo and
Agma J. M. Traina and
Christos Faloutsos},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {CallMine: Fraud Detection and Visualization of Million-Scale Call
Graphs},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4509--4515},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614662},
doi = {10.1145/3583780.3614662},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/CazzolatoVLVPFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ParkRAF23,
author = {Namyong Park and
Ryan A. Rossi and
Nesreen K. Ahmed and
Christos Faloutsos},
title = {MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-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=C1ns08q9jZ},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ParkRAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YooLSF23,
author = {Jaemin Yoo and
Meng{-}Chieh Lee and
Shubhranshu Shekhar and
Christos Faloutsos},
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 = {Less is More: SlimG for Accurate, Robust, and Interpretable Graph
Mining},
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 = {3128--3139},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599413},
doi = {10.1145/3580305.3599413},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YooLSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkRWSAF23,
author = {Namyong Park and
Ryan A. Rossi and
Xing Wang and
Antoine Simoulin and
Nesreen K. Ahmed and
Christos Faloutsos},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{GLEMOS:} Benchmark for Instantaneous Graph Learning Model Selection},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/dcd18e50ebca0af89187c6e35dabb584-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ParkRWSAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MavromatisIWZAMZFK23,
author = {Costas Mavromatis and
Vassilis N. Ioannidis and
Shen Wang and
Da Zheng and
Soji Adeshina and
Jun Ma and
Han Zhao and
Christos Faloutsos and
George Karypis},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual
Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {157--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_10},
doi = {10.1007/978-3-031-43418-1\_10},
timestamp = {Wed, 20 Sep 2023 23:28:46 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MavromatisIWZAMZFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Zhang0SAZFS23,
author = {Shichang Zhang and
Jiani Zhang and
Xiang Song and
Soji Adeshina and
Da Zheng and
Christos Faloutsos and
Yizhou Sun},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous
Link Prediction},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3784--3793},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583511},
doi = {10.1145/3543507.3583511},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Zhang0SAZFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00270,
author = {Meng{-}Chieh Lee and
Shubhranshu Shekhar and
Jaemin Yoo and
Christos Faloutsos},
title = {UltraProp: Principled and Explainable Propagation on Large Graphs},
journal = {CoRR},
volume = {abs/2301.00270},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00270},
doi = {10.48550/ARXIV.2301.00270},
eprinttype = {arXiv},
eprint = {2301.00270},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00109,
author = {Hengrui Zhang and
Shen Wang and
Vassilis N. Ioannidis and
Soji Adeshina and
Jiani Zhang and
Xiao Qin and
Christos Faloutsos and
Da Zheng and
George Karypis and
Philip S. Yu},
title = {OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization},
journal = {CoRR},
volume = {abs/2302.00109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00109},
doi = {10.48550/ARXIV.2302.00109},
eprinttype = {arXiv},
eprint = {2302.00109},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12465,
author = {Shichang Zhang and
Jiani Zhang and
Xiang Song and
Soji Adeshina and
Da Zheng and
Christos Faloutsos and
Yizhou Sun},
title = {PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous
Link Prediction},
journal = {CoRR},
volume = {abs/2302.12465},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12465},
doi = {10.48550/ARXIV.2302.12465},
eprinttype = {arXiv},
eprint = {2302.12465},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-10408,
author = {Alex Gaudio and
Christos Faloutsos and
Asim Smailagic and
Pedro Costa and
Aur{\'{e}}lio J. C. Campilho},
title = {ExplainFix: Explainable Spatially Fixed Deep Networks},
journal = {CoRR},
volume = {abs/2303.10408},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.10408},
doi = {10.48550/ARXIV.2303.10408},
eprinttype = {arXiv},
eprint = {2303.10408},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-10408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10668,
author = {Costas Mavromatis and
Vassilis N. Ioannidis and
Shen Wang and
Da Zheng and
Soji Adeshina and
Jun Ma and
Han Zhao and
Christos Faloutsos and
George Karypis},
title = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual
Graphs},
journal = {CoRR},
volume = {abs/2304.10668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10668},
doi = {10.48550/ARXIV.2304.10668},
eprinttype = {arXiv},
eprint = {2304.10668},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01933,
author = {Zijie Huang and
Daheng Wang and
Binxuan Huang and
Chenwei Zhang and
Jingbo Shang and
Yan Liang and
Zhengyang Wang and
Xian Li and
Christos Faloutsos and
Yizhou Sun and
Wei Wang},
title = {Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge
Graphs},
journal = {CoRR},
volume = {abs/2307.01933},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01933},
doi = {10.48550/ARXIV.2307.01933},
eprinttype = {arXiv},
eprint = {2307.01933},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13885,
author = {Jing Zhu and
Xiang Song and
Vassilis N. Ioannidis and
Danai Koutra and
Christos Faloutsos},
title = {TouchUp-G: Improving Feature Representation through Graph-Centric
Finetuning},
journal = {CoRR},
volume = {abs/2309.13885},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13885},
doi = {10.48550/ARXIV.2309.13885},
eprinttype = {arXiv},
eprint = {2309.13885},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09656,
author = {Hengrui Zhang and
Jiani Zhang and
Balasubramaniam Srinivasan and
Zhengyuan Shen and
Xiao Qin and
Christos Faloutsos and
Huzefa Rangwala and
George Karypis},
title = {Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent
Space},
journal = {CoRR},
volume = {abs/2310.09656},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09656},
doi = {10.48550/ARXIV.2310.09656},
eprinttype = {arXiv},
eprint = {2310.09656},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20046,
author = {Costas Mavromatis and
Balasubramaniam Srinivasan and
Zhengyuan Shen and
Jiani Zhang and
Huzefa Rangwala and
Christos Faloutsos and
George Karypis},
title = {Which Examples to Annotate for In-Context Learning? Towards Effective
and Efficient Selection},
journal = {CoRR},
volume = {abs/2310.20046},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20046},
doi = {10.48550/ARXIV.2310.20046},
eprinttype = {arXiv},
eprint = {2310.20046},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YoonGHF22,
author = {Minji Yoon and
Th{\'{e}}ophile Gervet and
Bryan Hooi and
Christos Faloutsos},
title = {Autonomous graph mining algorithm search with best performance trade-off},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {6},
pages = {1571--1602},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01683-8},
doi = {10.1007/S10115-022-01683-8},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YoonGHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BhatiaLHYSF22,
author = {Siddharth Bhatia and
Rui Liu and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {Real-Time Anomaly Detection in Edge Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {4},
pages = {75:1--75:22},
year = {2022},
url = {https://doi.org/10.1145/3494564},
doi = {10.1145/3494564},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/BhatiaLHYSF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/DimitriadisPFV22,
author = {Ilias Dimitriadis and
Marinos Poiitis and
Christos Faloutsos and
Athena Vakali},
title = {{TG-OUT:} temporal outlier patterns detection in Twitter attribute
induced graphs},
journal = {World Wide Web},
volume = {25},
number = {6},
pages = {2429--2453},
year = {2022},
url = {https://doi.org/10.1007/s11280-021-00986-0},
doi = {10.1007/S11280-021-00986-0},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/DimitriadisPFV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/JohnsonMGSFC22,
author = {Elvin Johnson and
Shreshta Mohan and
Alex Gaudio and
Asim Smailagic and
Christos Faloutsos and
Aur{\'{e}}lio Campilho},
title = {HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly
Detection},
booktitle = {{IEEE-EMBS} International Conference on Biomedical and Health Informatics,
{BHI} 2022, Ioannina, Greece, September 27-30, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BHI56158.2022.9926777},
doi = {10.1109/BHI56158.2022.9926777},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bhi/JohnsonMGSFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CazzolatoVZPLFLTF22,
author = {Mirela T. Cazzolato and
Saranya Vijayakumar and
Xinyi Zheng and
Namyong Park and
Meng{-}Chieh Lee and
Pedro Fidalgo and
Bruno Lages and
Agma J. M. Traina and
Christos Faloutsos},
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 = {TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving
Graphs},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {2214--2217},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020898},
doi = {10.1109/BIGDATA55660.2022.10020898},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/CazzolatoVZPLFLTF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/FidalgoLF22,
author = {Pedro Fidalgo and
Rui J. Lopes and
Christos Faloutsos},
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 = {Star-Bridge: a topological multidimensional subgraph analysis to detect
fraudulent nodes and rings in telecom networks},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {2239--2242},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020714},
doi = {10.1109/BIGDATA55660.2022.10020714},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/FidalgoLF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinZNFKV22,
author = {Chunxing Yin and
Da Zheng and
Israt Nisa and
Christos Faloutsos and
George Karypis and
Richard W. Vuduc},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Nimble {GNN} Embedding with Tensor-Train Decomposition},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2327--2335},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539423},
doi = {10.1145/3534678.3539423},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YinZNFKV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/DaiIAJFK22,
author = {Zhenwei Dai and
Vasileios Ioannidis and
Soji Adeshina and
Zak Jost and
Christos Faloutsos and
George Karypis},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {ScatterSample: Diversified Label Sampling for Data Efficient Graph
Neural Network Learning},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {35},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/dai22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/DaiIAJFK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ItoF22,
author = {Hiroyoshi Ito and
Christos Faloutsos},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {DualCast: Friendship-Preference Co-evolution Forecasting for Attributed
Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {46--54},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.6},
doi = {10.1137/1.9781611977172.6},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ItoF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiZLCFKPM22,
author = {Jiacheng Li and
Tong Zhao and
Jin Li and
Jim Chan and
Christos Faloutsos and
George Karypis and
Soo{-}Min Pantel and
Julian J. McAuley},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Coarse-to-Fine Sparse Sequential Recommendation},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2082--2086},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531732},
doi = {10.1145/3477495.3531732},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiZLCFKPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ParkLMCFD22,
author = {Namyong Park and
Fuchen Liu and
Purvanshi Mehta and
Dana Cristofor and
Christos Faloutsos and
Yuxiao Dong},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning
over Temporal Knowledge Graphs},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {794--803},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498451},
doi = {10.1145/3488560.3498451},
timestamp = {Fri, 18 Feb 2022 13:17:54 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ParkLMCFD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NairLVOLPCFR22,
author = {Pratheeksha Nair and
Yifei Li and
Catalina Vajiac and
Andreas M. Olligschlaeger and
Meng{-}Chieh Lee and
Namyong Park and
Duen Horng Chau and
Christos Faloutsos and
Reihaneh Rabbany},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {273--277},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3524263},
doi = {10.1145/3487553.3524263},
timestamp = {Thu, 18 Aug 2022 09:20:24 +0200},
biburl = {https://dblp.org/rec/conf/www/NairLVOLPCFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ParkRKBKDAF22,
author = {Namyong Park and
Ryan A. Rossi and
Eunyee Koh and
Iftikhar Ahamath Burhanuddin and
Sungchul Kim and
Fan Du and
Nesreen K. Ahmed and
Christos Faloutsos},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {{CGC:} Contrastive Graph Clustering forCommunity Detection and Tracking},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1115--1126},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512160},
doi = {10.1145/3485447.3512160},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ParkRKBKDAF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangZLDSF022,
author = {Xinyang Zhang and
Chenwei Zhang and
Xian Li and
Xin Luna Dong and
Jingbo Shang and
Christos Faloutsos and
Jiawei Han},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {OA-Mine: Open-World Attribute Mining for E-Commerce Products with
Weak Supervision},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3153--3161},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512035},
doi = {10.1145/3485447.3512035},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangZLDSF022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07648,
author = {Namyong Park and
Fuchen Liu and
Purvanshi Mehta and
Dana Cristofor and
Christos Faloutsos and
Yuxiao Dong},
title = {EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning
over Temporal Knowledge Graphs},
journal = {CoRR},
volume = {abs/2202.07648},
year = {2022},
url = {https://arxiv.org/abs/2202.07648},
eprinttype = {arXiv},
eprint = {2202.07648},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01839,
author = {Jiacheng Li and
Tong Zhao and
Jin Li and
Jim Chan and
Christos Faloutsos and
George Karypis and
Soo{-}Min Pantel and
Julian J. McAuley},
title = {Coarse-to-Fine Sparse Sequential Recommendation},
journal = {CoRR},
volume = {abs/2204.01839},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01839},
doi = {10.48550/ARXIV.2204.01839},
eprinttype = {arXiv},
eprint = {2204.01839},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08504,
author = {Namyong Park and
Ryan A. Rossi and
Eunyee Koh and
Iftikhar Ahamath Burhanuddin and
Sungchul Kim and
Fan Du and
Nesreen K. Ahmed and
Christos Faloutsos},
title = {{CGC:} Contrastive Graph Clustering for Community Detection and Tracking},
journal = {CoRR},
volume = {abs/2204.08504},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08504},
doi = {10.48550/ARXIV.2204.08504},
eprinttype = {arXiv},
eprint = {2204.08504},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13874,
author = {Xinyang Zhang and
Chenwei Zhang and
Xian Li and
Xin Luna Dong and
Jingbo Shang and
Christos Faloutsos and
Jiawei Han},
title = {OA-Mine: Open-World Attribute Mining for E-Commerce Products with
Weak Supervision},
journal = {CoRR},
volume = {abs/2204.13874},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13874},
doi = {10.48550/ARXIV.2204.13874},
eprinttype = {arXiv},
eprint = {2204.13874},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12318,
author = {Bo He and
Xiang Song and
Vincent Gao and
Christos Faloutsos},
title = {ColdGuess: {A} General and Effective Relational Graph Convolutional
Network to Tackle Cold Start Cases},
journal = {CoRR},
volume = {abs/2205.12318},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12318},
doi = {10.48550/ARXIV.2205.12318},
eprinttype = {arXiv},
eprint = {2205.12318},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04255,
author = {Zhenwei Dai and
Vasileios Ioannidis and
Soji Adeshina and
Zak Jost and
Christos Faloutsos and
George Karypis},
title = {ScatterSample: Diversified Label Sampling for Data Efficient Graph
Neural Network Learning},
journal = {CoRR},
volume = {abs/2206.04255},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04255},
doi = {10.48550/ARXIV.2206.04255},
eprinttype = {arXiv},
eprint = {2206.04255},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09280,
author = {Namyong Park and
Ryan A. Rossi and
Nesreen K. Ahmed and
Christos Faloutsos},
title = {AutoGML: Fast Automatic Model Selection for Graph Machine Learning},
journal = {CoRR},
volume = {abs/2206.09280},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09280},
doi = {10.48550/ARXIV.2206.09280},
eprinttype = {arXiv},
eprint = {2206.09280},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10581,
author = {Chunxing Yin and
Da Zheng and
Israt Nisa and
Christos Faloutsos and
George Karypis and
Richard W. Vuduc},
title = {Nimble {GNN} Embedding with Tensor-Train Decomposition},
journal = {CoRR},
volume = {abs/2206.10581},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10581},
doi = {10.48550/ARXIV.2206.10581},
eprinttype = {arXiv},
eprint = {2206.10581},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02241,
author = {Elvin Johnson and
Shreshta Mohan and
Alex Gaudio and
Asim Smailagic and
Christos Faloutsos and
Aur{\'{e}}lio Campilho},
title = {HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly
Detection},
journal = {CoRR},
volume = {abs/2210.02241},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02241},
doi = {10.48550/ARXIV.2210.02241},
eprinttype = {arXiv},
eprint = {2210.02241},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04081,
author = {Jaemin Yoo and
Meng{-}Chieh Lee and
Shubhranshu Shekhar and
Christos Faloutsos},
title = {SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons
for its Success},
journal = {CoRR},
volume = {abs/2210.04081},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04081},
doi = {10.48550/ARXIV.2210.04081},
eprinttype = {arXiv},
eprint = {2210.04081},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/FengLFHSC21,
author = {Wenjie Feng and
Shenghua Liu and
Christos Faloutsos and
Bryan Hooi and
Huawei Shen and
Xueqi Cheng},
title = {EagleMine: Vision-guided Micro-clusters recognition and collective
anomaly detection},
journal = {Future Gener. Comput. Syst.},
volume = {115},
pages = {236--250},
year = {2021},
url = {https://doi.org/10.1016/j.future.2020.08.033},
doi = {10.1016/J.FUTURE.2020.08.033},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/FengLFHSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinLOHF21,
author = {Kijung Shin and
Euiwoong Lee and
Jinoh Oh and
Mohammad Hammoud and
Christos Faloutsos},
title = {CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {3},
pages = {38:1--38:30},
year = {2021},
url = {https://doi.org/10.1145/3441487},
doi = {10.1145/3441487},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShinLOHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LeeSFHI21,
author = {Meng{-}Chieh Lee and
Shubhranshu Shekhar and
Christos Faloutsos and
Timothy Noah Hutson and
Leon D. Iasemidis},
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 = {Gen\({}^{\mbox{2}}\)Out: Detecting and Ranking Generalized Anomalies},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {801--811},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671550},
doi = {10.1109/BIGDATA52589.2021.9671550},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LeeSFHI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/EmbarKSFG21,
author = {Varun Embar and
Andrey Kan and
Bunyamin Sisman and
Christos Faloutsos and
Lise Getoor},
editor = {Lei Chen and
Baltasar Fern{\'{a}}ndez{-}Manj{\'{o}}n},
title = {DiffXtract: Joint Discriminative Product Attribute-Value Extraction},
booktitle = {2021 {IEEE} International Conference on Big Knowledge, {ICBK} 2021,
Auckland, New Zealand, December 7-8, 2021},
pages = {271--280},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICKG52313.2021.00044},
doi = {10.1109/ICKG52313.2021.00044},
timestamp = {Mon, 24 Jan 2022 15:08:55 +0100},
biburl = {https://dblp.org/rec/conf/icbk/EmbarKSFG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LeeVKLPJRF21,
author = {Meng{-}Chieh Lee and
Catalina Vajiac and
Aayushi Kulshrestha and
Sacha Levy and
Namyong Park and
Cara Jones and
Reihaneh Rabbany and
Christos Faloutsos},
title = {{INFOSHIELD:} Generalizable Information-Theoretic Human-Trafficking
Detection},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {1116--1127},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00101},
doi = {10.1109/ICDE51399.2021.00101},
timestamp = {Fri, 25 Jun 2021 11:30:58 +0200},
biburl = {https://dblp.org/rec/conf/icde/LeeVKLPJRF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/WangMFWY21,
author = {Rui Wang and
Danielle C. Maddix and
Christos Faloutsos and
Yuyang Wang and
Rose Yu},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Bridging Physics-based and Data-driven modeling for Learning Dynamical
Systems},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {385--398},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/wang21a.html},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/l4dc/WangMFWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XianZ0CKMDFK0Z21,
author = {Yikun Xian and
Tong Zhao and
Jin Li and
Jim Chan and
Andrey Kan and
Jun Ma and
Xin Luna Dong and
Christos Faloutsos and
George Karypis and
S. Muthukrishnan and
Yongfeng Zhang},
editor = {Humberto Jes{\'{u}}s Corona Pamp{\'{\i}}n and
Martha A. Larson and
Martijn C. Willemsen and
Joseph A. Konstan and
Julian J. McAuley and
Jean Garcia{-}Gathright and
Bouke Huurnink and
Even Oldridge},
title = {{EX3:} Explainable Attribute-aware Item-set Recommendations},
booktitle = {RecSys '21: Fifteenth {ACM} Conference on Recommender Systems, Amsterdam,
The Netherlands, 27 September 2021 - 1 October 2021},
pages = {484--494},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460231.3474240},
doi = {10.1145/3460231.3474240},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XianZ0CKMDFK0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02704,
author = {Meng{-}Chieh Lee and
Shubhranshu Shekhar and
Christos Faloutsos and
Timothy Noah Hutson and
Leon D. Iasemidis},
title = {gen2Out: Detecting and Ranking Generalized Anomalies},
journal = {CoRR},
volume = {abs/2109.02704},
year = {2021},
url = {https://arxiv.org/abs/2109.02704},
eprinttype = {arXiv},
eprint = {2109.02704},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06032,
author = {Shubhranshu Shekhar and
Dhivya Eswaran and
Bryan Hooi and
Jonathan Elmer and
Christos Faloutsos and
Leman Akoglu},
title = {Benefit-aware Early Prediction of Health Outcomes on Multivariate
{EEG} Time Series},
journal = {CoRR},
volume = {abs/2111.06032},
year = {2021},
url = {https://arxiv.org/abs/2111.06032},
eprinttype = {arXiv},
eprint = {2111.06032},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06032.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/pvldb/ParchasNBFP20,
author = {Panos Parchas and
Yonatan Naamad and
Peter Van Bouwel and
Christos Faloutsos and
Michalis Petropoulos},
title = {Fast and Effective Distribution-Key Recommendation for Amazon Redshift},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {11},
pages = {2411--2423},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p2411-parchas.pdf},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ParchasNBFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinOKHF20,
author = {Kijung Shin and
Sejoon Oh and
Jisu Kim and
Bryan Hooi and
Christos Faloutsos},
title = {Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph
Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {2},
pages = {12:1--12:39},
year = {2020},
url = {https://doi.org/10.1145/3375392},
doi = {10.1145/3375392},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShinOKHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/YangASFSZ20,
author = {Fan Yang and
Faisal M. Almutairi and
Hyun Ah Song and
Christos Faloutsos and
Nicholas D. Sidiropoulos and
Vladimir Zadorozhny},
title = {TurboLift: fast accuracy lifting for historical data recovery},
journal = {{VLDB} J.},
volume = {29},
number = {5},
pages = {1129--1148},
year = {2020},
url = {https://doi.org/10.1007/s00778-020-00609-6},
doi = {10.1007/S00778-020-00609-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/YangASFSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LeeSF20,
author = {Dongjin Lee and
Kijung Shin and
Christos Faloutsos},
title = {Temporal locality-aware sampling for accurate triangle counting in
real graph streams},
journal = {{VLDB} J.},
volume = {29},
number = {6},
pages = {1501--1525},
year = {2020},
url = {https://doi.org/10.1007/s00778-020-00624-7},
doi = {10.1007/S00778-020-00624-7},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/LeeSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001HYSF20,
author = {Siddharth Bhatia and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {Midas: Microcluster-Based Detector of Anomalies in Edge Streams},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3242--3249},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5724},
doi = {10.1609/AAAI.V34I04.5724},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001HYSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HooiSLF20,
author = {Bryan Hooi and
Kijung Shin and
Hemank Lamba and
Christos Faloutsos},
title = {TellTail: Fast Scoring and Detection of Dense Subgraphs},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4150--4157},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5835},
doi = {10.1609/AAAI.V34I04.5835},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HooiSLF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/EmbarSWDFG20,
author = {Varun Embar and
Bunyamin Sisman and
Hao Wei and
Xin Luna Dong and
Christos Faloutsos and
Lise Getoor},
editor = {Dipanjan Das and
Hannaneh Hajishirzi and
Andrew McCallum and
Sameer Singh},
title = {Contrastive Entity Linkage: Mining Variational Attributes from Large
Catalogs for Entity Linkage},
booktitle = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,
Virtual, June 22-24, 2020},
year = {2020},
url = {https://doi.org/10.24432/C5W88R},
doi = {10.24432/C5W88R},
timestamp = {Tue, 12 Jan 2021 16:24:06 +0100},
biburl = {https://dblp.org/rec/conf/akbc/EmbarSWDFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Lee0WLATF20,
author = {Meng{-}Chieh Lee and
Yue Zhao and
Aluna Wang and
Pierre Jinghong Liang and
Leman Akoglu and
Vincent S. Tseng and
Christos Faloutsos},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {AutoAudit: Mining Accounting and Time-Evolving Graphs},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {950--956},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378346},
doi = {10.1109/BIGDATA50022.2020.9378346},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/Lee0WLATF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HaoZLDFSW20,
author = {Junheng Hao and
Tong Zhao and
Jin Li and
Xin Luna Dong and
Christos Faloutsos and
Yizhou Sun and
Wei Wang},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {P-Companion: {A} Principled Framework for Diversified Complementary
Product Recommendation},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2517--2524},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412732},
doi = {10.1145/3340531.3412732},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HaoZLDFSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLYL0FH20,
author = {Yiwei Wang and
Shenghua Liu and
Minji Yoon and
Hemank Lamba and
Wei Wang and
Christos Faloutsos and
Bryan Hooi},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Provably Robust Node Classification via Low-Pass Message Passing},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {621--630},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00071},
doi = {10.1109/ICDM50108.2020.00071},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLYL0FH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YoonGHF20,
author = {Minji Yoon and
Th{\'{e}}ophile Gervet and
Bryan Hooi and
Christos Faloutsos},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy
Trade-off},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {751--760},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00084},
doi = {10.1109/ICDM50108.2020.00084},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YoonGHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ParkKFD20,
author = {Namyong Park and
Andrey Kan and
Christos Faloutsos and
Xin Luna Dong},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {J-Recs: Principled and Scalable Recommendation Justification},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {1208--1213},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00151},
doi = {10.1109/ICDM50108.2020.00151},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ParkKFD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ParkKDZF20,
author = {Namyong Park and
Andrey Kan and
Xin Luna Dong and
Tong Zhao and
Christos Faloutsos},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple
Input Signals},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {503--512},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403093},
doi = {10.1145/3394486.3403093},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ParkKDZF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaoZKZDF020,
author = {Yuning Mao and
Tong Zhao and
Andrey Kan and
Chenwei Zhang and
Xin Luna Dong and
Christos Faloutsos and
Jiawei Han},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Octet: Online Catalog Taxonomy Enrichment with Self-Supervision},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2247--2257},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403274},
doi = {10.1145/3394486.3403274},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MaoZKZDF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongHKLLMXZZSDM20,
author = {Xin Luna Dong and
Xiang He and
Andrey Kan and
Xian Li and
Yan Liang and
Jun Ma and
Yifan Ethan Xu and
Chenwei Zhang and
Tong Zhao and
Gabriel Blanco Saldana and
Saurabh Deshpande and
Alexandre Michetti Manduca and
Jay Ren and
Surender Pal Singh and
Fan Xiao and
Haw{-}Shiuan Chang and
Giannis Karamanolakis and
Yuning Mao and
Yaqing Wang and
Christos Faloutsos and
Andrew McCallum and
Jiawei Han},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {AutoKnow: Self-Driving Knowledge Collection for Products of Thousands
of Types},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2724--2734},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403323},
doi = {10.1145/3394486.3403323},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongHKLLMXZZSDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wims/DimitriadisPFV20,
author = {Ilias Dimitriadis and
Marinos Poiitis and
Christos Faloutsos and
Athena Vakali},
editor = {Richard Chbeir and
Yannis Manolopoulos and
Rajendra Akerkar and
Jolanta Mizera{-}Pietraszko},
title = {{TRIAGE:} Temporal Twitter attribute graph patterns},
booktitle = {{WIMS} 2020: The 10th International Conference on Web Intelligence,
Mining and Semantics, Biarritz, France, June 30 - July 3, 2020},
pages = {44--53},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3405962.3405998},
doi = {10.1145/3405962.3405998},
timestamp = {Sun, 12 Nov 2023 02:16:30 +0100},
biburl = {https://dblp.org/rec/conf/wims/DimitriadisPFV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangWSDFP20,
author = {Wei Zhang and
Hao Wei and
Bunyamin Sisman and
Xin Luna Dong and
Christos Faloutsos and
David Page},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {AutoBlock: {A} Hands-off Blocking Framework for Entity Matching},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {744--752},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371813},
doi = {10.1145/3336191.3371813},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangWSDFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FaloutsosFGJW20,
author = {Christos Faloutsos and
Valentin Flunkert and
Jan Gasthaus and
Tim Januschowski and
Yuyang Wang},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Forecasting Big Time Series: Theory and Practice},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {320--321},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3383118},
doi = {10.1145/3366424.3383118},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FaloutsosFGJW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhuWSZFD020,
author = {Qi Zhu and
Hao Wei and
Bunyamin Sisman and
Da Zheng and
Christos Faloutsos and
Xin Luna Dong and
Jiawei Han},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Collective Multi-type Entity Alignment Between Knowledge Graphs},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2241--2252},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380289},
doi = {10.1145/3366423.3380289},
timestamp = {Fri, 25 Dec 2020 01:14:58 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhuWSZFD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/EswaranKF20,
author = {Dhivya Eswaran and
Srijan Kumar and
Christos Faloutsos},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Higher-Order Label Homogeneity and Spreading in Graphs},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2493--2499},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3379997},
doi = {10.1145/3366423.3379997},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/EswaranKF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07833,
author = {Dhivya Eswaran and
Srijan Kumar and
Christos Faloutsos},
title = {Higher-Order Label Homogeneity and Spreading in Graphs},
journal = {CoRR},
volume = {abs/2002.07833},
year = {2020},
url = {https://arxiv.org/abs/2002.07833},
eprinttype = {arXiv},
eprint = {2002.07833},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10276,
author = {Yuning Mao and
Tong Zhao and
Andrey Kan and
Chenwei Zhang and
Xin Luna Dong and
Christos Faloutsos and
Jiawei Han},
title = {Octet: Online Catalog Taxonomy Enrichment with Self-Supervision},
journal = {CoRR},
volume = {abs/2006.10276},
year = {2020},
url = {https://arxiv.org/abs/2006.10276},
eprinttype = {arXiv},
eprint = {2006.10276},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12001,
author = {Namyong Park and
Andrey Kan and
Xin Luna Dong and
Tong Zhao and
Christos Faloutsos},
title = {MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple
Input Signals},
journal = {CoRR},
volume = {abs/2006.12001},
year = {2020},
url = {https://arxiv.org/abs/2006.12001},
eprinttype = {arXiv},
eprint = {2006.12001},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13473,
author = {Xin Luna Dong and
Xiang He and
Andrey Kan and
Xian Li and
Yan Liang and
Jun Ma and
Yifan Ethan Xu and
Chenwei Zhang and
Tong Zhao and
Gabriel Blanco Saldana and
Saurabh Deshpande and
Alexandre Michetti Manduca and
Jay Ren and
Surender Pal Singh and
Fan Xiao and
Haw{-}Shiuan Chang and
Giannis Karamanolakis and
Yuning Mao and
Yaqing Wang and
Christos Faloutsos and
Andrew McCallum and
Jiawei Han},
title = {AutoKnow: Self-Driving Knowledge Collection for Products of Thousands
of Types},
journal = {CoRR},
volume = {abs/2006.13473},
year = {2020},
url = {https://arxiv.org/abs/2006.13473},
eprinttype = {arXiv},
eprint = {2006.13473},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08452,
author = {Siddharth Bhatia and
Rui Liu and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {Real-Time Streaming Anomaly Detection in Dynamic Graphs},
journal = {CoRR},
volume = {abs/2009.08452},
year = {2020},
url = {https://arxiv.org/abs/2009.08452},
eprinttype = {arXiv},
eprint = {2009.08452},
timestamp = {Sat, 16 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00447,
author = {Meng{-}Chieh Lee and
Yue Zhao and
Aluna Wang and
Pierre Jinghong Liang and
Leman Akoglu and
Vincent S. Tseng and
Christos Faloutsos},
title = {AutoAudit: Mining Accounting and Time-Evolving Graphs},
journal = {CoRR},
volume = {abs/2011.00447},
year = {2020},
url = {https://arxiv.org/abs/2011.00447},
eprinttype = {arXiv},
eprint = {2011.00447},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05928,
author = {Namyong Park and
Andrey Kan and
Christos Faloutsos and
Xin Luna Dong},
title = {J-Recs: Principled and Scalable Recommendation Justification},
journal = {CoRR},
volume = {abs/2011.05928},
year = {2020},
url = {https://arxiv.org/abs/2011.05928},
eprinttype = {arXiv},
eprint = {2011.05928},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10616,
author = {Rui Wang and
Danielle C. Maddix and
Christos Faloutsos and
Yuyang Wang and
Rose Yu},
title = {Bridging Physics-based and Data-driven modeling for Learning Dynamical
Systems},
journal = {CoRR},
volume = {abs/2011.10616},
year = {2020},
url = {https://arxiv.org/abs/2011.10616},
eprinttype = {arXiv},
eprint = {2011.10616},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13085,
author = {Minji Yoon and
Bryan Hooi and
Kijung Shin and
Christos Faloutsos},
title = {Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged
Approach},
journal = {CoRR},
volume = {abs/2011.13085},
year = {2020},
url = {https://arxiv.org/abs/2011.13085},
eprinttype = {arXiv},
eprint = {2011.13085},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14925,
author = {Minji Yoon and
Th{\'{e}}ophile Gervet and
Bryan Hooi and
Christos Faloutsos},
title = {Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy
Trade-off},
journal = {CoRR},
volume = {abs/2011.14925},
year = {2020},
url = {https://arxiv.org/abs/2011.14925},
eprinttype = {arXiv},
eprint = {2011.14925},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15006,
author = {Shimiao Li and
Amritanshu Pandey and
Bryan Hooi and
Christos Faloutsos and
Larry T. Pileggi},
title = {Dynamic Graph-Based Anomaly Detection in the Electrical Grid},
journal = {CoRR},
volume = {abs/2012.15006},
year = {2020},
url = {https://arxiv.org/abs/2012.15006},
eprinttype = {arXiv},
eprint = {2012.15006},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AraujoRSF19,
author = {Miguel Araujo and
Pedro Manuel Pinto Ribeiro and
Hyun Ah Song and
Christos Faloutsos},
title = {TensorCast: forecasting and mining with coupled tensors},
journal = {Knowl. Inf. Syst.},
volume = {59},
number = {3},
pages = {497--522},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1223-9},
doi = {10.1007/S10115-018-1223-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/AraujoRSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/WeiLJLF19,
author = {Te{-}En Wei and
Hahn{-}Ming Lee and
Albert B. Jeng and
Hemank Lamba and
Christos Faloutsos},
title = {WebHound: a data-driven intrusion detection from real-world web access
logs},
journal = {Soft Comput.},
volume = {23},
number = {22},
pages = {11947--11965},
year = {2019},
url = {https://doi.org/10.1007/s00500-018-03750-1},
doi = {10.1007/S00500-018-03750-1},
timestamp = {Tue, 17 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/WeiLJLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeuwenCVSF19,
author = {Matthijs van Leeuwen and
Polo Chau and
Jilles Vreeken and
Dafna Shahaf and
Christos Faloutsos},
title = {Addendum to the Special Issue on Interactive Data Exploration and
Analytics (TKDD, Vol. 12 Iss. 1)},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {13:1--13:2},
year = {2019},
url = {https://doi.org/10.1145/3298786},
doi = {10.1145/3298786},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LeeuwenCVSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuHF19,
author = {Shenghua Liu and
Bryan Hooi and
Christos Faloutsos},
title = {A Contrast Metric for Fraud Detection in Rich Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {12},
pages = {2235--2248},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2876531},
doi = {10.1109/TKDE.2018.2876531},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuHF19.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/icdm/EswaranFMN19,
author = {Dhivya Eswaran and
Christos Faloutsos and
Nina Mishra and
Yonatan Naamad},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Intervention-Aware Early Warning},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1030--1035},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00119},
doi = {10.1109/ICDM.2019.00119},
timestamp = {Tue, 26 Jan 2021 13:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icdm/EswaranFMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ParkKDZF19,
author = {Namyong Park and
Andrey Kan and
Xin Luna Dong and
Tong Zhao and
Christos Faloutsos},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Estimating Node Importance in Knowledge Graphs Using Graph Neural
Networks},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {596--606},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330855},
doi = {10.1145/3292500.3330855},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ParkKDZF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YoonHSF19,
author = {Minji Yoon and
Bryan Hooi and
Kijung Shin and
Christos Faloutsos},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged
Approach},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {647--657},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330946},
doi = {10.1145/3292500.3330946},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YoonHSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FaloutsosFGJW19,
author = {Christos Faloutsos and
Valentin Flunkert and
Jan Gasthaus and
Tim Januschowski and
Yuyang Wang},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Forecasting Big Time Series: Theory and Practice},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3209--3210},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332289},
doi = {10.1145/3292500.3332289},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FaloutsosFGJW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FengLFHSC19,
author = {Wenjie Feng and
Shenghua Liu and
Christos Faloutsos and
Bryan Hooi and
Huawei Shen and
Xueqi Cheng},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {541--554},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_42},
doi = {10.1007/978-3-030-16148-4\_42},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/FengLFHSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiF19,
author = {Bryan Hooi and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Branch and Border: Partition-Based Change Detection in Multivariate
Time Series},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {504--512},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.57},
doi = {10.1137/1.9781611975673.57},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSLF19,
author = {Bryan Hooi and
Kijung Shin and
Shenghua Liu and
Christos Faloutsos},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{SMF:} Drift-Aware Matrix Factorization with Seasonal Patterns},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {621--629},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.70},
doi = {10.1137/1.9781611975673.70},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiSLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FaloutsosGJW19,
author = {Christos Faloutsos and
Jan Gasthaus and
Tim Januschowski and
Yuyang Wang},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {Classical and Contemporary Approaches to Big Time Series Forecasting},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {2042--2047},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3314033},
doi = {10.1145/3299869.3314033},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FaloutsosGJW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04154,
author = {Marko Jereminov and
Bryan Hooi and
Amritanshu Pandey and
Hyun Ah Song and
Christos Faloutsos and
Lawrence T. Pileggi},
title = {Impact of Load Models on Power Flow Optimization},
journal = {CoRR},
volume = {abs/1902.04154},
year = {2019},
url = {http://arxiv.org/abs/1902.04154},
eprinttype = {arXiv},
eprint = {1902.04154},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08865,
author = {Namyong Park and
Andrey Kan and
Xin Luna Dong and
Tong Zhao and
Christos Faloutsos},
title = {Estimating Node Importance in Knowledge Graphs Using Graph Neural
Networks},
journal = {CoRR},
volume = {abs/1905.08865},
year = {2019},
url = {http://arxiv.org/abs/1905.08865},
eprinttype = {arXiv},
eprint = {1905.08865},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04464,
author = {Siddharth Bhatia and
Bryan Hooi and
Minji Yoon and
Kijung Shin and
Christos Faloutsos},
title = {{MIDAS:} Microcluster-Based Detector of Anomalies in Edge Streams},
journal = {CoRR},
volume = {abs/1911.04464},
year = {2019},
url = {http://arxiv.org/abs/1911.04464},
eprinttype = {arXiv},
eprint = {1911.04464},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03417,
author = {Wei Zhang and
Hao Wei and
Bunyamin Sisman and
Xin Luna Dong and
Christos Faloutsos and
David Page},
title = {AutoBlock: {A} Hands-off Blocking Framework for Entity Matching},
journal = {CoRR},
volume = {abs/1912.03417},
year = {2019},
url = {http://arxiv.org/abs/1912.03417},
eprinttype = {arXiv},
eprint = {1912.03417},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ShinEF18,
author = {Kijung Shin and
Tina Eliassi{-}Rad and
Christos Faloutsos},
title = {Patterns and anomalies in k-cores of real-world graphs with applications},
journal = {Knowl. Inf. Syst.},
volume = {54},
number = {3},
pages = {677--710},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1077-6},
doi = {10.1007/S10115-017-1077-6},
timestamp = {Thu, 15 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ShinEF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/AlmutairiYSFSZ18,
author = {Faisal M. Almutairi and
Fan Yang and
Hyun Ah Song and
Christos Faloutsos and
Nicholas D. Sidiropoulos and
Vladimir Zadorozhny},
title = {HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical
Data},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1496--1508},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1496-almutairi.pdf},
doi = {10.14778/3236187.3236201},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/AlmutairiYSFSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/FaloutsosGJW18,
author = {Christos Faloutsos and
Jan Gasthaus and
Tim Januschowski and
Yuyang Wang},
title = {Forecasting Big Time Series: Old and New},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {12},
pages = {2102--2105},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p2102-faloutsos.pdf},
doi = {10.14778/3229863.3229878},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/FaloutsosGJW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShinHF18,
author = {Kijung Shin and
Bryan Hooi and
Christos Faloutsos},
title = {Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {3},
pages = {28:1--28:30},
year = {2018},
url = {https://doi.org/10.1145/3154414},
doi = {10.1145/3154414},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ShinHF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZangCFZ18,
author = {Chengxi Zang and
Peng Cui and
Christos Faloutsos and
Wenwu Zhu},
title = {On Power Law Growth of Social Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {9},
pages = {1727--1740},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2801844},
doi = {10.1109/TKDE.2018.2801844},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZangCFZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FaloutsosTSDMZ18,
author = {Rakshit Trivedi and
Bunyamin Sisman and
Xin Luna Dong and
Christos Faloutsos and
Jun Ma and
Hongyuan Zha},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {LinkNBed: Multi-Graph Representation Learning with Entity Linkage},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {252--262},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1024/},
doi = {10.18653/V1/P18-1024},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/FaloutsosTSDMZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HooiAEPJPF18,
author = {Bryan Hooi and
Leman Akoglu and
Dhivya Eswaran and
Amritanshu Pandey and
Marko Jereminov and
Larry T. Pileggi and
Christos Faloutsos},
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 = {ChangeDAR: Online Localized Change Detection for Sensor Data on a
Graph},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {507--516},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271669},
doi = {10.1145/3269206.3271669},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HooiAEPJPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LeeOFKY18,
author = {Dongha Lee and
Jinoh Oh and
Christos Faloutsos and
Byungju Kim and
Hwanjo Yu},
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 = {Disk-based Matrix Completion for Memory Limited Devices},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1093--1102},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271685},
doi = {10.1145/3269206.3271685},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LeeOFKY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YangSLFZS18,
author = {Fan Yang and
Hyun Ah Song and
Zongge Liu and
Christos Faloutsos and
Vladimir Zadorozhny and
Nicholas D. Sidiropoulos},
title = {Ares: Automatic Disaggregation of Historical Data},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {65--76},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00016},
doi = {10.1109/ICDE.2018.00016},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YangSLFZS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EswaranF18,
author = {Dhivya Eswaran and
Christos Faloutsos},
title = {SedanSpot: Detecting Anomalies in Edge Streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {953--958},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00117},
doi = {10.1109/ICDM.2018.00117},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdm/EswaranF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AraujoRF18,
author = {Miguel Araujo and
Pedro Manuel Pinto Ribeiro and
Christos Faloutsos},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {TensorCast: Forecasting Time-Evolving Networks with Contextual Information},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5199--5203},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/721},
doi = {10.24963/IJCAI.2018/721},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/AraujoRF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WongPKFJ18,
author = {Serene W. H. Wong and
Chiara Pastrello and
Max Kotlyar and
Christos Faloutsos and
Igor Jurisica},
editor = {Yike Guo and
Faisal Farooq},
title = {{SDREGION:} Fast Spotting of Changing Communities in Biological Networks},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {867--875},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219854},
doi = {10.1145/3219819.3219854},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WongPKFJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/EswaranFGM18,
author = {Dhivya Eswaran and
Christos Faloutsos and
Sudipto Guha and
Nina Mishra},
editor = {Yike Guo and
Faisal Farooq},
title = {SpotLight: Detecting Anomalies in Streaming Graphs},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1378--1386},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220040},
doi = {10.1145/3219819.3220040},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/EswaranFGM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ShinHLOF18,
author = {Kijung Shin and
Mohammad Hammoud and
Euiwoong Lee and
Jinoh Oh and
Christos Faloutsos},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Tri-Fly: Distributed Estimation of Global and Local Triangle Counts
in Graph Streams},
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 = {651--663},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93040-4\_51},
doi = {10.1007/978-3-319-93040-4\_51},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ShinHLOF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HooiESPJPF18,
author = {Bryan Hooi and
Dhivya Eswaran and
Hyun Ah Song and
Amritanshu Pandey and
Marko Jereminov and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {GridWatch: Sensor Placement and Anomaly Detection in the Electrical
Grid},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {71--86},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_5},
doi = {10.1007/978-3-030-10925-7\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HooiESPJPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EswaranRDF18,
author = {Dhivya Eswaran and
Reihaneh Rabbany and
Artur W. Dubrawski and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Social-Affiliation Networks: Patterns and the {SOAR} Model},
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 = {105--121},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_7},
doi = {10.1007/978-3-030-10928-8\_7},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/EswaranRDF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuptaESAF18,
author = {Nikhil Gupta and
Dhivya Eswaran and
Neil Shah and
Leman Akoglu and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Beyond Outlier Detection: LookOut for Pictorial Explanation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {122--138},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_8},
doi = {10.1007/978-3-030-10925-7\_8},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuptaESAF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NigamSBHHSFC18,
author = {Aastha Nigam and
Kijung Shin and
Ashwin Bahulkar and
Bryan Hooi and
David Hachen and
Boleslaw K. Szymanski and
Christos Faloutsos and
Nitesh V. Chawla},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {{ONE-M:} Modeling the Co-evolution of Opinions and Network Connections},
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 = {122--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_8},
doi = {10.1007/978-3-030-10928-8\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NigamSBHHSFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShinKHF18,
author = {Kijung Shin and
Jisu Kim and
Bryan Hooi and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Think Before You Discard: Accurate Triangle Counting in Graph Streams
with Deletions},
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 = {141--157},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10928-8\_9},
doi = {10.1007/978-3-030-10928-8\_9},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShinKHF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSPJPF18,
author = {Bryan Hooi and
Hyun Ah Song and
Amritanshu Pandey and
Marko Jereminov and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Martin Ester and
Dino Pedreschi},
title = {StreamCast: Fast and Online Mining of Power Grid Time Sequences},
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 = {531--539},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.60},
doi = {10.1137/1.9781611975321.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HooiSPJPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/KumarKSF18,
author = {Rohan Kumar and
Mohit Kumar and
Neil Shah and
Christos Faloutsos},
editor = {Jon Degenhardt and
Giuseppe Di Fabbrizio and
Surya Kallumadi and
Mohit Kumar and
Andrew Trotman and
Yiu{-}Chang Lin and
Huasha Zhao},
title = {Did We Get It Right? Predicting Query Performance in e-Commerce Search},
booktitle = {The {SIGIR} 2018 Workshop On eCommerce co-located with the 41st International
{ACM} {SIGIR} Conference on Research and Development in Information
Retrieval {(SIGIR} 2018), Ann Arbor, Michigan, USA, July 12, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2319},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2319/paper23.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:17 +0100},
biburl = {https://dblp.org/rec/conf/sigir/KumarKSF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KumarHMKFS18,
author = {Srijan Kumar and
Bryan Hooi and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos and
V. S. Subrahmanian},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {{REV2:} Fraudulent User Prediction in Rating Platforms},
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 = {333--341},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159729},
doi = {10.1145/3159652.3159729},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/KumarHMKFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/ChauF18,
author = {Duen Horng Chau and
Christos Faloutsos},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Fraud Detection Using Social Network Analysis: {A} Case Study},
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\_284},
doi = {10.1007/978-1-4939-7131-2\_284},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/ChauF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01065,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
title = {Out-of-Core and Distributed Algorithms for Dense Subtensor Mining},
journal = {CoRR},
volume = {abs/1802.01065},
year = {2018},
url = {http://arxiv.org/abs/1802.01065},
eprinttype = {arXiv},
eprint = {1802.01065},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04249,
author = {Kijung Shin and
Euiwoong Lee and
Jinoh Oh and
Mohammad Hammoud and
Christos Faloutsos},
title = {DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting
in Graph Streams},
journal = {CoRR},
volume = {abs/1802.04249},
year = {2018},
url = {http://arxiv.org/abs/1802.04249},
eprinttype = {arXiv},
eprint = {1802.04249},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08447,
author = {Rakshit Trivedi and
Bunyamin Sisman and
Jun Ma and
Christos Faloutsos and
Hongyuan Zha and
Xin Luna Dong},
title = {LinkNBed: Multi-Graph Representation Learning with Entity Linkage},
journal = {CoRR},
volume = {abs/1807.08447},
year = {2018},
url = {http://arxiv.org/abs/1807.08447},
eprinttype = {arXiv},
eprint = {1807.08447},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00239,
author = {Rohan Kumar and
Mohit Kumar and
Neil Shah and
Christos Faloutsos},
title = {Did We Get It Right? Predicting Query Performance in E-commerce Search},
journal = {CoRR},
volume = {abs/1808.00239},
year = {2018},
url = {http://arxiv.org/abs/1808.00239},
eprinttype = {arXiv},
eprint = {1808.00239},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2017Koutra,
author = {Danai Koutra and
Christos Faloutsos},
title = {Individual and Collective Graph Mining: Principles, Algorithms, and
Applications},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2017},
url = {https://doi.org/10.2200/S00796ED1V01Y201708DMK014},
doi = {10.2200/S00796ED1V01Y201708DMK014},
isbn = {978-3-031-00783-5},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2017Koutra.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/ShahKJZGF17,
author = {Neil Shah and
Danai Koutra and
Lisa Jin and
Tianmin Zou and
Brian Gallagher and
Christos Faloutsos},
title = {On Summarizing Large-Scale Dynamic Graphs},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {3},
pages = {75--88},
year = {2017},
url = {http://sites.computer.org/debull/A17sept/p75.pdf},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/ShahKJZGF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/LeeFCK17,
author = {Sang{-}Chul Lee and
Christos Faloutsos and
Dong{-}Kyu Chae and
Sang{-}Wook Kim},
title = {Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies
in User Click Behaviors},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {100-D},
number = {10},
pages = {2659--2663},
year = {2017},
url = {https://doi.org/10.1587/transinf.2017EDL8094},
doi = {10.1587/TRANSINF.2017EDL8094},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/LeeFCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/KimLFYL17,
author = {Sun{-}Hee Kim and
Lei Li and
Christos Faloutsos and
Hyung{-}Jeong Yang and
Seong{-}Whan Lee},
title = {DAPs: Mining using Change-Point Detection of Epileptic Activity Time
Series Data},
journal = {J. Inf. Sci. Eng.},
volume = {33},
number = {2},
pages = {517--536},
year = {2017},
url = {https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperView.jsf?keyId=155\_2030},
timestamp = {Fri, 17 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jise/KimLFYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/EswaranGFMK17,
author = {Dhivya Eswaran and
Stephan G{\"{u}}nnemann and
Christos Faloutsos and
Disha Makhija and
Mohit Kumar},
title = {ZooBP: Belief Propagation for Heterogeneous Networks},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {5},
pages = {625--636},
year = {2017},
url = {http://www.vldb.org/pvldb/vol10/p625-eswaran.pdf},
doi = {10.14778/3055540.3055554},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/EswaranGFMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/DevineniKFF17,
author = {Pravallika Devineni and
Danai Koutra and
Michalis Faloutsos and
Christos Faloutsos},
title = {Facebook wall posts: a model of user behaviors},
journal = {Soc. Netw. Anal. Min.},
volume = {7},
number = {1},
pages = {6:1--6:15},
year = {2017},
url = {https://doi.org/10.1007/s13278-017-0422-9},
doi = {10.1007/S13278-017-0422-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/snam/DevineniKFF17.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/tkdd/ZhangCFLYZY17,
author = {Tianyang Zhang and
Peng Cui and
Christos Faloutsos and
Yunfei Lu and
Hao Ye and
Wenwu Zhu and
Shiqiang Yang},
title = {comeNgo: {A} Dynamic Model for Social Group Evolution},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {41:1--41:22},
year = {2017},
url = {https://doi.org/10.1145/3059214},
doi = {10.1145/3059214},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangCFLYZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HooiSSBSF17,
author = {Bryan Hooi and
Kijung Shin and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Christos Faloutsos},
title = {Graph-Based Fraud Detection in the Face of Camouflage},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {44:1--44:26},
year = {2017},
url = {https://doi.org/10.1145/3056563},
doi = {10.1145/3056563},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HooiSSBSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CostaYTTF17,
author = {Alceu Ferraz Costa and
Yuto Yamaguchi and
Agma Juci Machado Traina and
Caetano Traina Jr. and
Christos Faloutsos},
title = {Modeling Temporal Activity to Detect Anomalous Behavior in Social
Media},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {49:1--49:23},
year = {2017},
url = {https://doi.org/10.1145/3064884},
doi = {10.1145/3064884},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/CostaYTTF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/WengNFI17,
author = {Yang Weng and
Rohit Negi and
Christos Faloutsos and
Marija D. Ilic},
title = {Robust Data-Driven State Estimation for Smart Grid},
journal = {{IEEE} Trans. Smart Grid},
volume = {8},
number = {4},
pages = {1956--1967},
year = {2017},
url = {https://doi.org/10.1109/TSG.2015.2512925},
doi = {10.1109/TSG.2015.2512925},
timestamp = {Thu, 29 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/WengNFI17.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}
}
@article{DBLP:journals/tweb/MatsubaraSPLF17,
author = {Yasuko Matsubara and
Yasushi Sakurai and
B. Aditya Prakash and
Lei Li and
Christos Faloutsos},
title = {Nonlinear Dynamics of Information Diffusion in Social Networks},
journal = {{ACM} Trans. Web},
volume = {11},
number = {2},
pages = {11:1--11:40},
year = {2017},
url = {https://doi.org/10.1145/3057741},
doi = {10.1145/3057741},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tweb/MatsubaraSPLF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/MatsubaraSF17,
author = {Yasuko Matsubara and
Yasushi Sakurai and
Christos Faloutsos},
title = {Ecosystem on the Web: non-linear mining and forecasting of co-evolving
online activities},
journal = {World Wide Web},
volume = {20},
number = {3},
pages = {439--465},
year = {2017},
url = {https://doi.org/10.1007/s11280-016-0389-x},
doi = {10.1007/S11280-016-0389-X},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/MatsubaraSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuHF17,
author = {Shenghua Liu and
Bryan Hooi and
Christos Faloutsos},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {HoloScope: Topology-and-Spike Aware Fraud Detection},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1539--1548},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133018},
doi = {10.1145/3132847.3133018},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuHF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JuanSTQMF17,
author = {Da{-}Cheng Juan and
Neil Shah and
Mingyu Tang and
Zhiliang Qian and
Diana Marculescu and
Christos Faloutsos},
title = {{M3A:} Model, MetaModel and Anomaly Detection for Inter-arrivals of
Web Searches and Postings},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {341--350},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.2},
doi = {10.1109/DSAA.2017.2},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JuanSTQMF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhengLF17,
author = {Angen Zheng and
Alexandros Labrinidis and
Christos Faloutsos},
title = {Skew-Resistant Graph Partitioning},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {151--154},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.62},
doi = {10.1109/ICDE.2017.62},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhengLF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AraujoRF17,
author = {Miguel Ramos de Araujo and
Pedro Manuel Pinto Ribeiro and
Christos Faloutsos},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper
Award)},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {71--80},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.16},
doi = {10.1109/ICDM.2017.16},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AraujoRF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongYLPSFZ17,
author = {Hyun Ah Song and
Fan Yang and
Zongge Liu and
Wilbert Van Panhuis and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Vladimir Zadorozhny},
editor = {Raju Gottumukkala and
Xia Ning and
Guozhu Dong and
Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {{GB-R:} {A} Fast and Effective Gray-Box Reconstruction of Cascade
Time-Series},
booktitle = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
pages = {494--501},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDMW.2017.70},
doi = {10.1109/ICDMW.2017.70},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SongYLPSFZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GoeblKF17,
author = {Sebastian Goebl and
Srijan Kumar and
Christos Faloutsos},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed,
Weighted Graphs},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {877--882},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.108},
doi = {10.1109/ICDM.2017.108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GoeblKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahLBF17,
author = {Neil Shah and
Hemank Lamba and
Alex Beutel and
Christos Faloutsos},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {The Many Faces of Link Fraud},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1069--1074},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.140},
doi = {10.1109/ICDM.2017.140},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahLBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/0005CHSKLFG17,
author = {Pedro Costa and
Aur{\'{e}}lio J. C. Campilho and
Bryan Hooi and
Asim Smailagic and
Kris Kitani and
Shenghua Liu and
Christos Faloutsos and
Adrian Galdran},
editor = {Xuewen Chen and
Bo Luo and
Feng Luo and
Vasile Palade and
M. Arif Wani},
title = {EyeQual: Accurate, Explainable, Retinal Image Quality Assessment},
booktitle = {16th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},
pages = {323--330},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICMLA.2017.0-140},
doi = {10.1109/ICMLA.2017.0-140},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/0005CHSKLFG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/JereminovPSHFP17,
author = {Marko Jereminov and
Amritanshu Pandey and
Hyun Ah Song and
Bryan Hooi and
Christos Faloutsos and
Larry T. Pileggi},
title = {Linear load model for robust power system analysis},
booktitle = {2017 {IEEE} {PES} Innovative Smart Grid Technologies Conference Europe,
ISGT-Europe 2017, Torino, Italy, September 26-29, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISGTEurope.2017.8260315},
doi = {10.1109/ISGTEUROPE.2017.8260315},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isgteurope/JereminovPSHFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZangCF017,
author = {Chengxi Zang and
Peng Cui and
Christos Faloutsos and
Wenwu Zhu},
title = {Long Short Memory Process: Modeling Growth Dynamics of Microscopic
Social Connectivity},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {565--574},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098055},
doi = {10.1145/3097983.3098055},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZangCF017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShinHKF17,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
title = {DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1057--1066},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098087},
doi = {10.1145/3097983.3098087},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShinHKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KoutraDBWIFB17,
author = {Danai Koutra and
Abhilash Dighe and
Smriti Bhagat and
Udi Weinsberg and
Stratis Ioannidis and
Christos Faloutsos and
Jean Bolot},
title = {{PNP:} Fast Path Ensemble Method for Movie Design},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1527--1536},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098076},
doi = {10.1145/3097983.3098076},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KoutraDBWIFB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RabbanyEDF17,
author = {Reihaneh Rabbany and
Dhivya Eswaran and
Artur W. Dubrawski and
Christos Faloutsos},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe)},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10234},
pages = {225--237},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57454-7\_18},
doi = {10.1007/978-3-319-57454-7\_18},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/RabbanyEDF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HooiLSF17,
author = {Bryan Hooi and
Shenghua Liu and
Asim Smailagic and
Christos Faloutsos},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {BeatLex: Summarizing and Forecasting Time Series with Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {3--19},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_1},
doi = {10.1007/978-3-319-71246-8\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HooiLSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LambaHSFP17,
author = {Hemank Lamba and
Bryan Hooi and
Kijung Shin and
Christos Faloutsos and
J{\"{u}}rgen Pfeffer},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {zooRank: Ranking Suspicious Entities in Time-Evolving Tensors},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {68--84},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_5},
doi = {10.1007/978-3-319-71249-9\_5},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LambaHSFP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SongHJPPF17,
author = {Hyun Ah Song and
Bryan Hooi and
Marko Jereminov and
Amritanshu Pandey and
Larry T. Pileggi and
Christos Faloutsos},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {PowerCast: Mining and Forecasting Power Grid Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {606--621},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_37},
doi = {10.1007/978-3-319-71246-8\_37},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SongHJPPF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChinoCTF17,
author = {Daniel Y. T. Chino and
Alceu Ferraz Costa and
Agma J. M. Traina and
Christos Faloutsos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {VolTime: Unsupervised Anomaly Detection on Users' Online Activity
Volume},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {108--116},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.13},
doi = {10.1137/1.9781611974973.13},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChinoCTF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EswaranGF17,
author = {Dhivya Eswaran and
Stephan G{\"{u}}nnemann and
Christos Faloutsos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {The Power of Certainty: {A} Dirichlet-Multinomial Model for Belief
Propagation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {144--152},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.17},
doi = {10.1137/1.9781611974973.17},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EswaranGF17.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/sdm/LiuSZFS17,
author = {Zongge Liu and
Hyun Ah Song and
Vladimir Zadorozhny and
Christos Faloutsos and
Nicholas D. Sidiropoulos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {H-Fuse: Efficient Fusion of Aggregated Historical Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {786--794},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.88},
doi = {10.1137/1.9781611974973.88},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuSZFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ShinHKF17,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {D-Cube: Dense-Block Detection in Terabyte-Scale Tensors},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {681--689},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018676},
doi = {10.1145/3018661.3018676},
timestamp = {Mon, 20 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ShinHKF17.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}
}
@inproceedings{DBLP:conf/www/TakahashiHF17,
author = {Tsubasa Takahashi and
Bryan Hooi and
Christos Faloutsos},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust
Tensor Factorization},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {213--221},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052595},
doi = {10.1145/3038912.3052595},
timestamp = {Tue, 14 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/TakahashiHF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeeFCK17,
author = {Sang{-}Chul Lee and
Christos Faloutsos and
Dong{-}Kyu Chae and
Sang{-}Wook Kim},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {On Detecting Frauds in Comparison-Shopping Services},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {811--812},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054219},
doi = {10.1145/3041021.3054219},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LeeFCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZangCSF017,
author = {Chengxi Zang and
Peng Cui and
Chaoming Song and
Christos Faloutsos and
Wenwu Zhu},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Quantifying Structural Patterns of Information Cascades},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {867--868},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054214},
doi = {10.1145/3041021.3054214},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZangCSF017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenNAKF17,
author = {Siheng Chen and
Sufeng Niu and
Leman Akoglu and
Jelena Kovacevic and
Christos Faloutsos},
title = {Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm},
journal = {CoRR},
volume = {abs/1702.05764},
year = {2017},
url = {http://arxiv.org/abs/1702.05764},
eprinttype = {arXiv},
eprint = {1702.05764},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenNAKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarHMKFS17,
author = {Srijan Kumar and
Bryan Hooi and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos and
V. S. Subrahmanian},
title = {FairJudge: Trustworthy User Prediction in Rating Platforms},
journal = {CoRR},
volume = {abs/1703.10545},
year = {2017},
url = {http://arxiv.org/abs/1703.10545},
eprinttype = {arXiv},
eprint = {1703.10545},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KumarHMKFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahLBF17,
author = {Neil Shah and
Hemank Lamba and
Alex Beutel and
Christos Faloutsos},
title = {{OEC:} Open-Ended Classification for Future-Proof Link-Fraud Detection},
journal = {CoRR},
volume = {abs/1704.01420},
year = {2017},
url = {http://arxiv.org/abs/1704.01420},
eprinttype = {arXiv},
eprint = {1704.01420},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahLBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuHF17,
author = {Shenghua Liu and
Bryan Hooi and
Christos Faloutsos},
title = {HoloScope: Topology-and-Spike Aware Fraud Detection},
journal = {CoRR},
volume = {abs/1705.02505},
year = {2017},
url = {http://arxiv.org/abs/1705.02505},
eprinttype = {arXiv},
eprint = {1705.02505},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuHF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShinHKF17,
author = {Kijung Shin and
Bryan Hooi and
Jisu Kim and
Christos Faloutsos},
title = {DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams},
journal = {CoRR},
volume = {abs/1706.03374},
year = {2017},
url = {http://arxiv.org/abs/1706.03374},
eprinttype = {arXiv},
eprint = {1706.03374},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShinHKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02377,
author = {Chengxi Zang and
Peng Cui and
Chaoming Song and
Christos Faloutsos and
Wenwu Zhu},
title = {Structural patterns of information cascades and their implications
for dynamics and semantics},
journal = {CoRR},
volume = {abs/1708.02377},
year = {2017},
url = {http://arxiv.org/abs/1708.02377},
eprinttype = {arXiv},
eprint = {1708.02377},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05333,
author = {Nikhil Gupta and
Dhivya Eswaran and
Neil Shah and
Leman Akoglu and
Christos Faloutsos},
title = {LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from
Any Detector},
journal = {CoRR},
volume = {abs/1710.05333},
year = {2017},
url = {http://arxiv.org/abs/1710.05333},
eprinttype = {arXiv},
eprint = {1710.05333},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08756,
author = {Wenjie Feng and
Shenghua Liu and
Christos Faloutsos and
Bryan Hooi and
Huawei Shen and
Xueqi Cheng},
title = {EagleMine: Vision-Guided Mining in Large Graphs},
journal = {CoRR},
volume = {abs/1710.08756},
year = {2017},
url = {http://arxiv.org/abs/1710.08756},
eprinttype = {arXiv},
eprint = {1710.08756},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08756.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/expert/JiangCF16,
author = {Meng Jiang and
Peng Cui and
Christos Faloutsos},
title = {Suspicious Behavior Detection: Current Trends and Future Directions},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {1},
pages = {31--39},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.5},
doi = {10.1109/MIS.2016.5},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/JiangCF16.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/kais/JiangCBFY16,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
title = {Inferring lockstep behavior from connectivity pattern in large graphs},
journal = {Knowl. Inf. Syst.},
volume = {48},
number = {2},
pages = {399--428},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0883-y},
doi = {10.1007/S10115-015-0883-Y},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/JiangCBFY16.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/tkdd/GuoZXF16,
author = {Zhen Guo and
Zhongfei (Mark) Zhang and
Eric P. Xing and
Christos Faloutsos},
title = {Multimodal Data Mining in a Multimedia Database Based on Structured
Max Margin Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {3},
pages = {23:1--23:30},
year = {2016},
url = {https://doi.org/10.1145/2742549},
doi = {10.1145/2742549},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GuoZXF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KoutraSVGF16,
author = {Danai Koutra and
Neil Shah and
Joshua T. Vogelstein and
Brian Gallagher and
Christos Faloutsos},
title = {DeltaCon: Principled Massive-Graph Similarity Function with Attribution},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {3},
pages = {28:1--28:43},
year = {2016},
url = {https://doi.org/10.1145/2824443},
doi = {10.1145/2824443},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/KoutraSVGF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangCBFY16,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
title = {Catching Synchronized Behaviors in Large Networks: {A} Graph Mining
Approach},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {35:1--35:27},
year = {2016},
url = {https://doi.org/10.1145/2746403},
doi = {10.1145/2746403},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JiangCBFY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenTPEFF16,
author = {Chen Chen and
Hanghang Tong and
B. Aditya Prakash and
Tina Eliassi{-}Rad and
Michalis Faloutsos and
Christos Faloutsos},
title = {Eigen-Optimization on Large Graphs by Edge Manipulation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {49:1--49:30},
year = {2016},
url = {https://doi.org/10.1145/2903148},
doi = {10.1145/2903148},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenTPEFF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenTPTEFC16,
author = {Chen Chen and
Hanghang Tong and
B. Aditya Prakash and
Charalampos E. Tsourakakis and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Duen Horng Chau},
title = {Node Immunization on Large Graphs: Theory and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {1},
pages = {113--126},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2465378},
doi = {10.1109/TKDE.2015.2465378},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenTPTEFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JiangBCHYF16,
author = {Meng Jiang and
Alex Beutel and
Peng Cui and
Bryan Hooi and
Shiqiang Yang and
Christos Faloutsos},
title = {Spotting Suspicious Behaviors in Multimodal Data: {A} General Metric
and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {8},
pages = {2187--2200},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2555310},
doi = {10.1109/TKDE.2016.2555310},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/JiangBCHYF16.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/asunam/GovindanSEF16,
author = {Priya Govindan and
Sucheta Soundarajan and
Tina Eliassi{-}Rad and
Christos Faloutsos},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {NimbleCore: {A} space-efficient external memory algorithm for estimating
core numbers},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {207--214},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752237},
doi = {10.1109/ASONAM.2016.7752237},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/GovindanSEF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JangFKKH16,
author = {Min{-}Hee Jang and
Christos Faloutsos and
Sang{-}Wook Kim and
U Kang and
Jiwoon Ha},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {{PIN-TRUST:} Fast Trust Propagation Exploiting Positive, Implicit,
and Negative Information},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {629--638},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983753},
doi = {10.1145/2983323.2983753},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JangFKKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/ChenYFK16,
author = {Siheng Chen and
Yaoqing Yang and
Christos Faloutsos and
Jelena Kovacevic},
title = {Monitoring Manhattan's traffic at 5 intersections?},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {1270--1274},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7906045},
doi = {10.1109/GLOBALSIP.2016.7906045},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/ChenYFK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CostaTTF16,
author = {Alceu Ferraz Costa and
Agma Juci Machado Traina and
Caetano Traina Jr. and
Christos Faloutsos},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Vote-and-Comment: Modeling the Coevolution of User Interactions in
Social Voting Web Sites},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {91--100},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0020},
doi = {10.1109/ICDM.2016.0020},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CostaTTF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KumarSSF16,
author = {Srijan Kumar and
Francesca Spezzano and
V. S. Subrahmanian and
Christos Faloutsos},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Edge Weight Prediction in Weighted Signed Networks},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {221--230},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0033},
doi = {10.1109/ICDM.2016.0033},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KumarSSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahBHAGMKF16,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {327--334},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0053},
doi = {10.1109/ICDMW.2016.0053},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahBHAGMKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShinEF16,
author = {Kijung Shin and
Tina Eliassi{-}Rad and
Christos Faloutsos},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies
and Algorithms},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {469--478},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0058},
doi = {10.1109/ICDM.2016.0058},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShinEF16.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/ismir/FigueiredoRFAA16,
author = {Flavio V. D. de Figueiredo and
Bruno Ribeiro and
Christos Faloutsos and
Nazareno Andrade and
Jussara M. Almeida},
editor = {Michael I. Mandel and
Johanna Devaney and
Douglas Turnbull and
George Tzanetakis},
title = {Mining Online Music Listening Trajectories},
booktitle = {Proceedings of the 17th International Society for Music Information
Retrieval Conference, {ISMIR} 2016, New York City, United States,
August 7-11, 2016},
pages = {688--694},
year = {2016},
url = {https://wp.nyu.edu/ismir2016/wp-content/uploads/sites/2294/2016/07/193\_Paper.pdf},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/FigueiredoRFAA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HooiSBSSF16,
author = {Bryan Hooi and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Kijung Shin and
Christos Faloutsos},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {{FRAUDAR:} Bounding Graph Fraud in the Face of Camouflage},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {895--904},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939747},
doi = {10.1145/2939672.2939747},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HooiSBSSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangFH16,
author = {Meng Jiang and
Christos Faloutsos and
Jiawei Han},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {CatchTartan: Representing and Summarizing Dynamic Multicontextual
Behaviors},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {945--954},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939749},
doi = {10.1145/2939672.2939749},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JiangFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangCFLY0Y16,
author = {Tianyang Zhang and
Peng Cui and
Christos Faloutsos and
Yunfei Lu and
Hao Ye and
Wenwu Zhu and
Shiqiang Yang},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Come-and-Go Patterns of Group Evolution: {A} Dynamic Model},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1355--1364},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939795},
doi = {10.1145/2939672.2939795},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangCFLY0Y16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZangCF16,
author = {Chengxi Zang and
Peng Cui and
Christos Faloutsos},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Beyond Sigmoids: The NetTide Model for Social Network Growth, and
Its Applications},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {2015--2024},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939825},
doi = {10.1145/2939672.2939825},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZangCF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/networking/HangBFFD16,
author = {Huy Hang and
Adnan Bashir and
Michalis Faloutsos and
Christos Faloutsos and
Tudor Dumitras},
title = {"Infect-me-not": {A} user-centric and site-centric study
of web-based malware},
booktitle = {2016 {IFIP} Networking Conference, Networking 2016 and Workshops,
Vienna, Austria, May 17-19, 2016},
pages = {234--242},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/IFIPNetworking.2016.7497222},
doi = {10.1109/IFIPNETWORKING.2016.7497222},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/networking/HangBFFD16.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/pakdd/AraujoRF16,
author = {Miguel Araujo and
Pedro Manuel Pinto Ribeiro and
Christos Faloutsos},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {FastStep: Scalable Boolean Matrix Decomposition},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
pages = {461--473},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3\_37},
doi = {10.1007/978-3-319-31753-3\_37},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AraujoRF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShinHF16,
author = {Kijung Shin and
Bryan Hooi and
Christos Faloutsos},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {264--280},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_17},
doi = {10.1007/978-3-319-46128-1\_17},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShinHF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {495--503},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.56},
doi = {10.1137/1.9781611974348.56},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiFK16,
author = {Yuto Yamaguchi and
Christos Faloutsos and
Hiroyuki Kitagawa},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{CAMLP:} Confidence-Aware Modulated Label Propagation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {513--521},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.58},
doi = {10.1137/1.9781611974348.58},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YamaguchiFK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PillutlaFDFKT16,
author = {Venkata Krishna Pillutla and
Zhanpeng Fang and
Pravallika Devineni and
Christos Faloutsos and
Danai Koutra and
Jie Tang},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms,
and Discoveries},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {783--791},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.88},
doi = {10.1137/1.9781611974348.88},
timestamp = {Sun, 01 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PillutlaFDFKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FigueiredoRAF16,
author = {Flavio V. D. de Figueiredo and
Bruno Ribeiro and
Jussara M. Almeida and
Christos Faloutsos},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {TribeFlow: Mining {\&} Predicting User Trajectories},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {695--706},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2883059},
doi = {10.1145/2872427.2883059},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/FigueiredoRAF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MatsubaraSF16,
author = {Yasuko Matsubara and
Yasushi Sakurai and
Christos Faloutsos},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Non-Linear Mining of Competing Local Activities},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {737--747},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2883010},
doi = {10.1145/2872427.2883010},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/MatsubaraSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SakuraiMF16,
author = {Yasushi Sakurai and
Yasuko Matsubara and
Christos Faloutsos},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Mining Big Time-series Data on the Web},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {1029--1032},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2891061},
doi = {10.1145/2872518.2891061},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/SakuraiMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/16/PapadimitriouBF16,
author = {Spiros Papadimitriou and
Anthony Brockwell and
Christos Faloutsos},
editor = {Minos N. Garofalakis and
Johannes Gehrke and
Rajeev Rastogi},
title = {Adaptive, Automatic Stream Mining},
booktitle = {Data Stream Management - Processing High-Speed Data Streams},
series = {Data-Centric Systems and Applications},
pages = {499--528},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-540-28608-0\_24},
doi = {10.1007/978-3-540-28608-0\_24},
timestamp = {Tue, 16 May 2017 14:01:44 +0200},
biburl = {https://dblp.org/rec/books/sp/16/PapadimitriouBF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JuanSTQMF16,
author = {Da{-}Cheng Juan and
Neil Shah and
Mingyu Tang and
Zhiliang Qian and
Diana Marculescu and
Christos Faloutsos},
title = {{M3A:} Model, MetaModel, and Anomaly Detection in Web Searches},
journal = {CoRR},
volume = {abs/1606.05978},
year = {2016},
url = {http://arxiv.org/abs/1606.05978},
eprinttype = {arXiv},
eprint = {1606.05978},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JuanSTQMF16.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/corr/KoutraDBWIFB16,
author = {Danai Koutra and
Abhilash Dighe and
Smriti Bhagat and
Udi Weinsberg and
Stratis Ioannidis and
Christos Faloutsos and
Jean Bolot},
title = {{PNP:} Fast Path Ensemble Method for Movie Design},
journal = {CoRR},
volume = {abs/1611.02388},
year = {2016},
url = {http://arxiv.org/abs/1611.02388},
eprinttype = {arXiv},
eprint = {1611.02388},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KoutraDBWIFB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/NavlakhaFB15,
author = {Saket Navlakha and
Christos Faloutsos and
Ziv Bar{-}Joseph},
title = {MassExodus: modeling evolving networks in harsh environments},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {5},
pages = {1211--1232},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0399-1},
doi = {10.1007/S10618-014-0399-1},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/NavlakhaFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HaKKFP15,
author = {Jiwoon Ha and
Sang{-}Wook Kim and
Christos Faloutsos and
Sunju Park},
title = {An analysis on information diffusion through BlogCast in a blogosphere},
journal = {Inf. Sci.},
volume = {290},
pages = {45--62},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.08.042},
doi = {10.1016/J.INS.2014.08.042},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HaKKFP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/MalliarosMF15,
author = {Fragkiskos D. Malliaros and
Vasileios Megalooikonomou and
Christos Faloutsos},
title = {Estimating robustness in large social graphs},
journal = {Knowl. Inf. Syst.},
volume = {45},
number = {3},
pages = {645--678},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0810-7},
doi = {10.1007/S10115-014-0810-7},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/MalliarosMF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GatterbauerGKF15,
author = {Wolfgang Gatterbauer and
Stephan G{\"{u}}nnemann and
Danai Koutra and
Christos Faloutsos},
title = {Linearized and Single-Pass Belief Propagation},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {5},
pages = {581--592},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p581-gatterbauer.pdf},
doi = {10.14778/2735479.2735490},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/GatterbauerGKF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KoutraJNF15,
author = {Danai Koutra and
Di Jin and
Yuanshi Ning and
Christos Faloutsos},
title = {Perseus: An Interactive Large-Scale Graph Mining and Visualization
Tool},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {12},
pages = {1924--1927},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p1924-koutra.pdf},
doi = {10.14778/2824032.2824102},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KoutraJNF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KoutraKVF15,
author = {Danai Koutra and
U Kang and
Jilles Vreeken and
Christos Faloutsos},
title = {Summarizing and understanding large graphs},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {3},
pages = {183--202},
year = {2015},
url = {https://doi.org/10.1002/sam.11267},
doi = {10.1002/SAM.11267},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KoutraKVF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MeloFAAL15,
author = {Pedro O. S. Vaz de Melo and
Christos Faloutsos and
Renato M. Assun{\c{c}}{\~{a}}o and
Rodrigo Alves and
Antonio A. F. Loureiro},
title = {Universal and Distinct Properties of Communication Dynamics: How to
Generate Realistic Inter-event Times},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {3},
pages = {24:1--24:31},
year = {2015},
url = {https://doi.org/10.1145/2700399},
doi = {10.1145/2700399},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MeloFAAL15.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/aaai/YamaguchiFK15,
author = {Yuto Yamaguchi and
Christos Faloutsos and
Hiroyuki Kitagawa},
editor = {Blai Bonet and
Sven Koenig},
title = {OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3122--3128},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9555},
doi = {10.1609/AAAI.V29I1.9555},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YamaguchiFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/DevineniKFF15,
author = {Pravallika Devineni and
Danai Koutra and
Michalis Faloutsos and
Christos Faloutsos},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {If walls could talk: Patterns and anomalies in Facebook wallposts},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {367--374},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2808880},
doi = {10.1145/2808797.2808880},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/DevineniKFF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MetwallyPDF15,
author = {Ahmed Metwally and
Jia{-}Yu Pan and
Minh Doan and
Christos Faloutsos},
title = {Scalable community discovery from multi-faceted graphs},
booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
Santa Clara, CA, USA, October 29 - November 1, 2015},
pages = {1053--1062},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigData.2015.7363859},
doi = {10.1109/BIGDATA.2015.7363859},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/MetwallyPDF15.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/ccs/BeutelAF15,
author = {Alex Beutel and
Leman Akoglu and
Christos Faloutsos},
editor = {Indrajit Ray and
Ninghui Li and
Christopher Kruegel},
title = {Fraud Detection through Graph-Based User Behavior Modeling},
booktitle = {Proceedings of the 22nd {ACM} {SIGSAC} Conference on Computer and
Communications Security, Denver, CO, USA, October 12-16, 2015},
pages = {1696--1697},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2810103.2812702},
doi = {10.1145/2810103.2812702},
timestamp = {Tue, 10 Nov 2020 19:58:09 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BeutelAF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MatsudaFBF15,
author = {Noboru Matsuda and
Tadanobu Furukawa and
Norman L. Bier and
Christos Faloutsos},
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven
Online Courseware Refinement},
booktitle = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
pages = {101--108},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {http://www.educationaldatamining.org/EDM2015/proceedings/full101-108.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/MatsudaFBF15.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/KotterGBF15,
author = {Tobias K{\"{o}}tter and
Stephan G{\"{u}}nnemann and
Michael R. Berthold and
Christos Faloutsos},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Automatic Taxonomy Extraction from Bipartite Graphs},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {221--230},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.24},
doi = {10.1109/ICDM.2015.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KotterGBF15.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/icdm/JiangBCHYF15,
author = {Meng Jiang and
Alex Beutel and
Peng Cui and
Bryan Hooi and
Shiqiang Yang and
Christos Faloutsos},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {A General Suspiciousness Metric for Dense Blocks in Multimodal Data},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {781--786},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.61},
doi = {10.1109/ICDM.2015.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiangBCHYF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/YamaguchiYFK15,
author = {Yuto Yamaguchi and
Mitsuo Yoshida and
Christos Faloutsos and
Hiroyuki Kitagawa},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {Patterns in Interactive Tagging Networks},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {513--522},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10556},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/YamaguchiYFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CostaYTTF15,
author = {Alceu Ferraz Costa and
Yuto Yamaguchi and
Agma Juci Machado Traina and
Caetano Traina Jr. and
Christos Faloutsos},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {{RSC:} Mining and Modeling Temporal Activity in Social Media},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {269--278},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783294},
doi = {10.1145/2783258.2783294},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CostaYTTF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShahKZGF15,
author = {Neil Shah and
Danai Koutra and
Tianmin Zou and
Brian Gallagher and
Christos Faloutsos},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {TimeCrunch: Interpretable Dynamic Graph Summarization},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1055--1064},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783321},
doi = {10.1145/2783258.2783321},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShahKZGF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BeutelAF15,
author = {Alex Beutel and
Leman Akoglu and
Christos Faloutsos},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Graph-Based User Behavior Modeling: From Prediction to Fraud Detection},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {2309--2310},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2789985},
doi = {10.1145/2783258.2789985},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BeutelAF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GiatsoglouCSFV15,
author = {Maria Giatsoglou and
Despoina Chatzakou and
Neil Shah and
Christos Faloutsos and
Athena Vakali},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Retweeting Activity on Twitter: Signs of Deception},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {122--134},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_10},
doi = {10.1007/978-3-319-18038-0\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GiatsoglouCSFV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GiatsoglouCSBFV15,
author = {Maria Giatsoglou and
Despoina Chatzakou and
Neil Shah and
Alex Beutel and
Christos Faloutsos and
Athena Vakali},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {ND-Sync: Detecting Synchronized Fraud Activities},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {201--214},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_16},
doi = {10.1007/978-3-319-18032-8\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GiatsoglouCSBFV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YamaguchiFK15,
author = {Yuto Yamaguchi and
Christos Faloutsos and
Hiroyuki Kitagawa},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {SocNL: Bayesian Label Propagation with Confidence},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {633--645},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_49},
doi = {10.1007/978-3-319-18038-0\_49},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/YamaguchiFK15.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/sigmod/SakuraiMF15,
author = {Yasushi Sakurai and
Yasuko Matsubara and
Christos Faloutsos},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Mining and Forecasting of Big Time-series Data},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {919--922},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2731081},
doi = {10.1145/2723372.2731081},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/SakuraiMF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RibeiroF15,
author = {Bruno Ribeiro and
Christos Faloutsos},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {Modeling Website Popularity Competition in the Attention-Activity
Marketplace},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {389--398},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685312},
doi = {10.1145/2684822.2685312},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/RibeiroF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KotterGFB15,
author = {Tobias K{\"{o}}tter and
Stephan G{\"{u}}nnemann and
Christos Faloutsos and
Michael R. Berthold},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Extracting Taxonomies from Bipartite Graphs},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {51--52},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742753},
doi = {10.1145/2740908.2742753},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/KotterGFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YamaguchiYFK15,
author = {Yuto Yamaguchi and
Mitsuo Yoshida and
Christos Faloutsos and
Hiroyuki Kitagawa},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Why Do You Follow Him?: Multilinear Analysis on Twitter},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {137--138},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742715},
doi = {10.1145/2740908.2742715},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/YamaguchiYFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MatsubaraSF15,
author = {Yasuko Matsubara and
Yasushi Sakurai and
Christos Faloutsos},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving
Online Activities},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {721--731},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741092},
doi = {10.1145/2736277.2741092},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/MatsubaraSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RodriguesTPTTF15,
author = {Jos{\'{e}} Fernando Rodrigues Jr. and
Hanghang Tong and
Jia{-}Yu Pan and
Agma J. M. Traina and
Caetano Traina Jr. and
Christos Faloutsos},
title = {Large Graph Analysis in the GMine System},
journal = {CoRR},
volume = {abs/1505.07777},
year = {2015},
url = {http://arxiv.org/abs/1505.07777},
eprinttype = {arXiv},
eprint = {1505.07777},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RodriguesTPTTF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RodriguesTTFL15,
author = {Jos{\'{e}} F. Rodrigues Jr. and
Hanghang Tong and
Agma J. M. Traina and
Christos Faloutsos and
Jure Leskovec},
title = {GMine: {A} System for Scalable, Interactive Graph Visualization and
Mining},
journal = {CoRR},
volume = {abs/1506.03847},
year = {2015},
url = {http://arxiv.org/abs/1506.03847},
eprinttype = {arXiv},
eprint = {1506.03847},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RodriguesTTFL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RodriguesTFT15,
author = {Jos{\'{e}} F. Rodrigues Jr. and
Agma J. M. Traina and
Christos Faloutsos and
Caetano Traina Jr.},
title = {SuperGraph Visualization},
journal = {CoRR},
volume = {abs/1506.04606},
year = {2015},
url = {http://arxiv.org/abs/1506.04606},
eprinttype = {arXiv},
eprint = {1506.04606},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RodriguesTFT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahBHAGMKF15,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
title = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
journal = {CoRR},
volume = {abs/1510.05544},
year = {2015},
url = {http://arxiv.org/abs/1510.05544},
eprinttype = {arXiv},
eprint = {1510.05544},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ShahBHAGMKF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FigueiredoRAF15,
author = {Flavio V. D. de Figueiredo and
Bruno Ribeiro and
Jussara M. Almeida and
Christos Faloutsos},
title = {TribeFlow: Mining {\&} Predicting User Trajectories},
journal = {CoRR},
volume = {abs/1511.01032},
year = {2015},
url = {http://arxiv.org/abs/1511.01032},
eprinttype = {arXiv},
eprint = {1511.01032},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FigueiredoRAF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HooiSBGAKMF15,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
journal = {CoRR},
volume = {abs/1511.06030},
year = {2015},
url = {http://arxiv.org/abs/1511.06030},
eprinttype = {arXiv},
eprint = {1511.06030},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HooiSBGAKMF15.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/isci/CordeiroGHHHKRCSTTF14,
author = {Robson L. F. Cordeiro and
Fan Guo and
Donna S. Haverkamp and
James H. Horne and
Ellen K. Hughes and
Gunhee Kim and
Luciana A. S. Romani and
Priscila P. Coltri and
Tamires T. Souza and
Agma J. M. Traina and
Caetano Traina Jr. and
Christos Faloutsos},
title = {QuMinS: Fast and scalable querying, mining and summarizing multi-modal
databases},
journal = {Inf. Sci.},
volume = {264},
pages = {211--229},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.11.013},
doi = {10.1016/J.INS.2013.11.013},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CordeiroGHHHKRCSTTF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/JangKFP14,
author = {Min{-}Hee Jang and
Sang{-}Wook Kim and
Christos Faloutsos and
Sunju Park},
title = {Accurate Approximation of the Earth Mover's Distance in Linear Time},
journal = {J. Comput. Sci. Technol.},
volume = {29},
number = {1},
pages = {142--154},
year = {2014},
url = {https://doi.org/10.1007/s11390-014-1417-x},
doi = {10.1007/S11390-014-1417-X},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/JangKFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PrakashVF14,
author = {B. Aditya Prakash and
Jilles Vreeken and
Christos Faloutsos},
title = {Efficiently spotting the starting points of an epidemic in a large
graph},
journal = {Knowl. Inf. Syst.},
volume = {38},
number = {1},
pages = {35--59},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0671-5},
doi = {10.1007/S10115-013-0671-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PrakashVF14.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/tcyb/BaeHKF14,
author = {Duck{-}Ho Bae and
Se{-}Mi Hwang and
Sang{-}Wook Kim and
Christos Faloutsos},
title = {On Constructing Seminal Paper Genealogy},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {1},
pages = {54--65},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2246565},
doi = {10.1109/TCYB.2013.2246565},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/BaeHKF14.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}
}
@article{DBLP:journals/tkde/LimKF14,
author = {Yongsub Lim and
U Kang and
Christos Faloutsos},
title = {SlashBurn: Graph Compression and Mining beyond Caveman Communities},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {12},
pages = {3077--3089},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2014.2320716},
doi = {10.1109/TKDE.2014.2320716},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LimKF14.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/icde/ChristodoulakisFM14,
author = {Christina Christodoulakis and
Christos Faloutsos and
Ren{\'{e}}e J. Miller},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {VoidWiz: Resolving incompleteness using network effects},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {1230--1233},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816748},
doi = {10.1109/ICDE.2014.6816748},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ChristodoulakisFM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahBGF14,
author = {Neil Shah and
Alex Beutel and
Brian Gallagher and
Christos Faloutsos},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {959--964},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.36},
doi = {10.1109/ICDM.2014.36},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahBGF14.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/kdd/MatsubaraSPF14,
author = {Yasuko Matsubara and
Yasushi Sakurai and
Willem G. van Panhuis and
Christos Faloutsos},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {{FUNNEL:} automatic mining of spatially coevolving epidemics},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {105--114},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623624},
doi = {10.1145/2623330.2623624},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MatsubaraSPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GunnemannGF14,
author = {Stephan G{\"{u}}nnemann and
Nikou G{\"{u}}nnemann and
Christos Faloutsos},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Detecting anomalies in dynamic rating data: a robust probabilistic
model for rating evolution},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {841--850},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623721},
doi = {10.1145/2623330.2623721},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GunnemannGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiangCBFY14,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {CatchSync: catching synchronized behavior in large directed graphs},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {941--950},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623632},
doi = {10.1145/2623330.2623632},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/JiangCBFY14.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/JiangCBFY14,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Inferring Strange Behavior from Connectivity Pattern in Social Networks},
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 = {126--138},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_11},
doi = {10.1007/978-3-319-06608-0\_11},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/JiangCBFY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JuanLPMF14,
author = {Da{-}Cheng Juan and
Lei Li and
Huan{-}Kai Peng and
Diana Marculescu and
Christos Faloutsos},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter},
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 = {198--209},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_17},
doi = {10.1007/978-3-319-06605-9\_17},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/JuanLPMF14.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/pakdd/KangLKF14,
author = {U Kang and
Jay Yoon Lee and
Danai Koutra and
Christos Faloutsos},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Net-Ray: Visualizing and Mining Billion-Scale Graphs},
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 = {348--361},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_29},
doi = {10.1007/978-3-319-06608-0\_29},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KangLKF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LinRLKRF14,
author = {Yibin Lin and
Agha Ali Raza and
Jay Yoon Lee and
Danai Koutra and
Roni Rosenfeld and
Christos Faloutsos},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Influence Propagation: Patterns, Model and a Case Study},
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 = {386--397},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_32},
doi = {10.1007/978-3-319-06608-0\_32},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LinRLKRF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KotterGBF14,
author = {Tobias K{\"{o}}tter and
Stephan G{\"{u}}nnemann and
Michael R. Berthold and
Christos Faloutsos},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Fault-Tolerant Concept Detection in Information Networks},
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 = {410--421},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_34},
doi = {10.1007/978-3-319-06608-0\_34},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KotterGBF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AraujoGMF14,
author = {Miguel Araujo and
Stephan G{\"{u}}nnemann and
Gonzalo Mateos and
Christos Faloutsos},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Beyond Blocks: Hyperbolic Community Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8724},
pages = {50--65},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44848-9\_4},
doi = {10.1007/978-3-662-44848-9\_4},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AraujoGMF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WengFI14,
author = {Yang Weng and
Christos Faloutsos and
Marija D. Ilic},
editor = {Wei Lee Woon and
Zeyar Aung and
Stuart E. Madnick},
title = {PowerScope: Early Event Detection and Identification in Electric Power
Systems},
booktitle = {Data Analytics for Renewable Energy Integration - Second {ECML} {PKDD}
Workshop, {DARE} 2014, Nancy, France, September 19, 2014, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8817},
pages = {67--80},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13290-7\_6},
doi = {10.1007/978-3-319-13290-7\_6},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WengFI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FigueiredoAMRF14,
author = {Flavio V. D. de Figueiredo and
Jussara M. Almeida and
Yasuko Matsubara and
Bruno Ribeiro and
Christos Faloutsos},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8724},
pages = {386--401},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44848-9\_25},
doi = {10.1007/978-3-662-44848-9\_25},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FigueiredoAMRF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QuLJZF14,
author = {Qiang Qu and
Siyuan Liu and
Christian S. Jensen and
Feida Zhu and
Christos Faloutsos},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Interestingness-Driven Diffusion Process Summarization in Dynamic
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {597--613},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_38},
doi = {10.1007/978-3-662-44851-9\_38},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/QuLJZF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KoutraKVF14,
author = {Danai Koutra and
U Kang and
Jilles Vreeken and
Christos Faloutsos},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {{VOG:} Summarizing and Understanding Large Graphs},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {91--99},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.11},
doi = {10.1137/1.9781611973440.11},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KoutraKVF14.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 = {Sun, 25 Oct 2020 01:00:00 +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/sigmod/MatsubaraSF14,
author = {Yasuko Matsubara and
Yasushi Sakurai and
Christos Faloutsos},
editor = {Curtis E. Dyreson and
Feifei Li and
M. Tamer {\"{O}}zsu},
title = {AutoPlait: automatic mining of co-evolving time sequences},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {193--204},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2588555.2588556},
doi = {10.1145/2588555.2588556},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/MatsubaraSF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/WengFI14,
author = {Yang Weng and
Christos Faloutsos and
Marija D. Ilic},
title = {Data-driven topology estimation},
booktitle = {2014 {IEEE} International Conference on Smart Grid Communications,
SmartGridComm 2014, Venice, Italy, November 3-6, 2014},
pages = {560--565},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SmartGridComm.2014.7007706},
doi = {10.1109/SMARTGRIDCOMM.2014.7007706},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/smartgridcomm/WengFI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Faloutsos14,
author = {Christos Faloutsos},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Large graph mining: patterns, cascades, fraud detection, and algorithms},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {1--2},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2576889},
doi = {10.1145/2566486.2576889},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Faloutsos14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BeutelMFS14,
author = {Alex Beutel and
Kenton Murray and
Christos Faloutsos and
Alexander J. Smola},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {CoBaFi: collaborative bayesian filtering},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {97--108},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2568040},
doi = {10.1145/2566486.2568040},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BeutelMFS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JangFK14,
author = {Min{-}Hee Jang and
Christos Faloutsos and
Sang{-}Wook Kim},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Trust prediction using positive, implicit, and negative information},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {303--304},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577288},
doi = {10.1145/2567948.2577288},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JangFK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JiangCBFY14,
author = {Meng Jiang and
Peng Cui and
Alex Beutel and
Christos Faloutsos and
Shiqiang Yang},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Detecting suspicious following behavior in multimillion-node social
networks},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {305--306},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577306},
doi = {10.1145/2567948.2577306},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JiangCBFY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GunnemannGF14,
author = {Nikou G{\"{u}}nnemann and
Stephan G{\"{u}}nnemann and
Christos Faloutsos},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Robust multivariate autoregression for anomaly detection in dynamic
product ratings},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {361--372},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2568008},
doi = {10.1145/2566486.2568008},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GunnemannGF14.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:books/sp/14/KangF14,
author = {U Kang and
Christos Faloutsos},
editor = {Aris Gkoulalas{-}Divanis and
Abderrahim Labbi},
title = {Mining Tera-Scale Graphs with "Pegasus": Algorithms and
Discoveries},
booktitle = {Large-Scale Data Analytics},
pages = {75--99},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-9242-9\_3},
doi = {10.1007/978-1-4614-9242-9\_3},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/14/KangF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroF14,
author = {Bruno Ribeiro and
Christos Faloutsos},
title = {Modeling Website Popularity Competition in the Attention-Activity
Marketplace},
journal = {CoRR},
volume = {abs/1403.0600},
year = {2014},
url = {http://arxiv.org/abs/1403.0600},
eprinttype = {arXiv},
eprint = {1403.0600},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RibeiroF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MeloFAAL14,
author = {Pedro O. S. Vaz de Melo and
Christos Faloutsos and
Renato M. Assun{\c{c}}{\~{a}}o and
Rodrigo Alves and
Antonio A. F. Loureiro},
title = {Universal and Distinct Properties of Communication Dynamics: How to
Generate Realistic Inter-event Times},
journal = {CoRR},
volume = {abs/1403.4997},
year = {2014},
url = {http://arxiv.org/abs/1403.4997},
eprinttype = {arXiv},
eprint = {1403.4997},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MeloFAAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FigueiredoAMRF14,
author = {Flavio V. D. de Figueiredo and
Jussara M. Almeida and
Yasuko Matsubara and
Bruno Ribeiro and
Christos Faloutsos},
title = {Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries},
journal = {CoRR},
volume = {abs/1405.1459},
year = {2014},
url = {http://arxiv.org/abs/1405.1459},
eprinttype = {arXiv},
eprint = {1405.1459},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FigueiredoAMRF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KoutraKVF14,
author = {Danai Koutra and
U Kang and
Jilles Vreeken and
Christos Faloutsos},
title = {VoG: Summarizing and Understanding Large Graphs},
journal = {CoRR},
volume = {abs/1406.3411},
year = {2014},
url = {http://arxiv.org/abs/1406.3411},
eprinttype = {arXiv},
eprint = {1406.3411},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KoutraKVF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GatterbauerGKF14,
author = {Wolfgang Gatterbauer and
Stephan G{\"{u}}nnemann and
Danai Koutra and
Christos Faloutsos},
title = {Linearized and Turbo Belief Propagation},
journal = {CoRR},
volume = {abs/1406.7288},
year = {2014},
url = {http://arxiv.org/abs/1406.7288},
eprinttype = {arXiv},
eprint = {1406.7288},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GatterbauerGKF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MattsonBBBDFFGGHKLLPPRSWY14,
author = {Tim Mattson and
David A. Bader and
Jonathan W. Berry and
Aydin Bulu{\c{c}} and
Jack J. Dongarra and
Christos Faloutsos and
John Feo and
John R. Gilbert and
Joseph Gonzalez and
Bruce Hendrickson and
Jeremy Kepner and
Charles E. Leiserson and
Andrew Lumsdaine and
David A. Padua and
Stephen W. Poole and
Steven P. Reinhardt and
Mike Stonebraker and
Steve Wallach and
Andrew Yoo},
title = {Standards for Graph Algorithm Primitives},
journal = {CoRR},
volume = {abs/1408.0393},
year = {2014},
url = {http://arxiv.org/abs/1408.0393},
eprinttype = {arXiv},
eprint = {1408.0393},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MattsonBBBDFFGGHKLLPPRSWY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahBGF14,
author = {Neil Shah and
Alex Beutel and
Brian Gallagher and
Christos Faloutsos},
title = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},
journal = {CoRR},
volume = {abs/1410.3915},
year = {2014},
url = {http://arxiv.org/abs/1410.3915},
eprinttype = {arXiv},
eprint = {1410.3915},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahBGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0031134,
author = {Robson L. F. Cordeiro and
Christos Faloutsos and
Caetano Traina Jr.},
title = {Data Mining in Large Sets of Complex Data},
series = {Springer Briefs in Computer Science},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4471-4890-6},
doi = {10.1007/978-1-4471-4890-6},
isbn = {978-1-4471-4889-0},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0031134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/KimFY13,
author = {Sun{-}Hee Kim and
Christos Faloutsos and
Hyung{-}Jeong Yang},
title = {Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy
{EEG}},
journal = {Comput. Math. Methods Medicine},
volume = {2013},
pages = {545613:1--545613:12},
year = {2013},
url = {https://doi.org/10.1155/2013/545613},
doi = {10.1155/2013/545613},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/KimFY13.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/jsac/WeiVPNFF13,
author = {Xuetao Wei and
Nicholas Valler and
B. Aditya Prakash and
Iulian Neamtiu and
Michalis Faloutsos and
Christos Faloutsos},
title = {Competing Memes Propagation on Networks: {A} Network Science Perspective},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {31},
number = {6},
pages = {1049--1060},
year = {2013},
url = {https://doi.org/10.1109/JSAC.2013.130607},
doi = {10.1109/JSAC.2013.130607},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsac/WeiVPNFF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RodriguesTPTTF13,
author = {Jos{\'{e}} Fernando Rodrigues Jr. and
Hanghang Tong and
Jia{-}Yu Pan and
Agma J. M. Traina and
Caetano Traina Jr. and
Christos Faloutsos},
title = {Large Graph Analysis in the GMine System},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {1},
pages = {106--118},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2011.199},
doi = {10.1109/TKDE.2011.199},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/RodriguesTPTTF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CordeiroTFT13,
author = {Robson Leonardo Ferreira Cordeiro and
Agma J. M. Traina and
Christos Faloutsos and
Caetano Traina Jr.},
title = {Halite: Fast and Scalable Multiresolution Local-Correlation Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {2},
pages = {387--401},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2011.176},
doi = {10.1109/TKDE.2011.176},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CordeiroTFT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adkdd/ChenPFP13,
author = {Jieying Chen and
Jia{-}Yu Pan and
Christos Faloutsos and
Spiros Papadimitriou},
editor = {Esin Saka and
Dou Shen and
Bin Gao and
Jun Yan and
Ying Li},
title = {TSum: fast, principled table summarization},
booktitle = {Proceedings of the Seventh International Workshop on Data Mining for
Online Advertising, {ADKDD} '13, Chicago, Illinois, USA, August 11,
2013},
pages = {2:1--2:9},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501040.2501981},
doi = {10.1145/2501040.2501981},
timestamp = {Wed, 20 Dec 2023 14:32:26 +0100},
biburl = {https://dblp.org/rec/conf/adkdd/ChenPFP13.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/asunam/Movshovitz-AttiasMSF13,
author = {Dana Movshovitz{-}Attias and
Yair Movshovitz{-}Attias and
Peter Steenkiste and
Christos Faloutsos},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Analysis of the reputation system and user contributions on a question
answering website: StackOverflow},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {886--893},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500242},
doi = {10.1145/2492517.2500242},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/Movshovitz-AttiasMSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BerlingerioKEF13,
author = {Michele Berlingerio and
Danai Koutra and
Tina Eliassi{-}Rad and
Christos Faloutsos},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Network similarity via multiple social theories},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {1439--1440},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492582},
doi = {10.1145/2492517.2492582},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/BerlingerioKEF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cmmr/XiaHMDF13,
author = {Guangyu Xia and
Tongbo Huang and
Yifei Ma and
Roger B. Dannenberg and
Christos Faloutsos},
editor = {Mitsuko Aramaki and
Olivier Derrien and
Richard Kronland{-}Martinet and
S{\o}lvi Ystad},
title = {MidiFind: Similarity Search and Popularity Mining in Large {MIDI}
Databases},
booktitle = {Sound, Music, and Motion - 10th International Symposium, {CMMR} 2013,
Marseille, France, October 15-18, 2013. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8905},
pages = {259--276},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-12976-1\_17},
doi = {10.1007/978-3-319-12976-1\_17},
timestamp = {Mon, 15 Jun 2020 17:05:40 +0200},
biburl = {https://dblp.org/rec/conf/cmmr/XiaHMDF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/MattsonBBBDFFGGHKLLPPRSWY13,
author = {Tim Mattson and
David A. Bader and
Jonathan W. Berry and
Aydin Bulu{\c{c}} and
Jack J. Dongarra and
Christos Faloutsos and
John Feo and
John R. Gilbert and
Joseph Gonzalez and
Bruce Hendrickson and
Jeremy Kepner and
Charles E. Leiserson and
Andrew Lumsdaine and
David A. Padua and
Stephen Poole and
Steven P. Reinhardt and
Mike Stonebraker and
Steve Wallach and
Andrew Yoo},
title = {Standards for graph algorithm primitives},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2013,
Waltham, MA, USA, September 10-12, 2013},
pages = {1--2},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/HPEC.2013.6670338},
doi = {10.1109/HPEC.2013.6670338},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/MattsonBBBDFFGGHKLLPPRSWY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GunnemannF13,
author = {Stephan G{\"{u}}nnemann and
Christos Faloutsos},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Mixed Membership Subspace Clustering},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {221--230},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.109},
doi = {10.1109/ICDM.2013.109},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GunnemannF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/AkogluCF13,
author = {Leman Akoglu and
Rishi Chandy and
Christos Faloutsos},
editor = {Emre Kiciman and
Nicole B. Ellison and
Bernie Hogan and
Paul Resnick and
Ian Soboroff},
title = {Opinion Fraud Detection in Online Reviews by Network Effects},
booktitle = {Proceedings of the Seventh International Conference on Weblogs and
Social Media, {ICWSM} 2013, Cambridge, Massachusetts, USA, July 8-11,
2013},
publisher = {The {AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/5981},
timestamp = {Fri, 05 Feb 2021 11:07:18 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/AkogluCF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FuLLFHS13,
author = {Bin Fu and
Jialiu Lin and
Lei Li and
Christos Faloutsos and
Jason I. Hong and
Norman M. Sadeh},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Why people hate your app: making sense of user feedback in a mobile
app store},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1276--1284},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2488202},
doi = {10.1145/2487575.2488202},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FuLLFHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SenatorGMYRPHRBCEJBCGKZBMMWDFWDEILKFCFGJ13,
author = {Ted E. Senator and
Henry G. Goldberg and
Alex Memory and
William T. Young and
Brad Rees and
Robert Pierce and
Daniel Huang and
Matthew Reardon and
David A. Bader and
Edmond Chow and
Irfan A. Essa and
Joshua Jones and
Vinay Bettadapura and
Duen Horng Chau and
Oded Green and
Oguz Kaya and
Anita Zakrzewska and
Erica Briscoe and
Rudolph L. Mappus IV and
Robert McColl and
Lora Weiss and
Thomas G. Dietterich and
Alan Fern and
Weng{-}Keen Wong and
Shubhomoy Das and
Andrew Emmott and
Jed Irvine and
Jay Yoon Lee and
Danai Koutra and
Christos Faloutsos and
Daniel D. Corkill and
Lisa Friedland and
Amanda Gentzel and
David D. Jensen},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Detecting insider threats in a real corporate database of computer
usage activity},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1393--1401},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2488213},
doi = {10.1145/2487575.2488213},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SenatorGMYRPHRBCEJBCGKZBMMWDFWDEILKFCFGJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsw/WeiVFNPF13,
author = {Xuetao Wei and
Nicholas Valler and
Michalis Faloutsos and
Iulian Neamtiu and
B. Aditya Prakash and
Christos Faloutsos},
title = {Smartphone viruses propagation on heterogeneous composite networks},
booktitle = {Proceedings of the 2nd {IEEE} Network Science Workshop, {NSW} 2013,
April 29 - May 1, 2013, Thayer Hotel, West Point, NY, {USA}},
pages = {106--109},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/NSW.2013.6609203},
doi = {10.1109/NSW.2013.6609203},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nsw/WeiVFNPF13.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 = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MatsubaraLPLSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KimFY13,
author = {Sun{-}Hee Kim and
Christos Faloutsos and
Hyung{-}Jeong Yang},
editor = {Jiuyong Li and
Longbing Cao and
Can Wang and
Kay Chen Tan and
Bo Liu and
Jian Pei and
Vincent S. Tseng},
title = {{EEG-MINE:} Mining and Understanding Epilepsy Data},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD,
Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7867},
pages = {155--167},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40319-4\_14},
doi = {10.1007/978-3-642-40319-4\_14},
timestamp = {Sun, 25 Oct 2020 23:14:10 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/KimFY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KoutraKPF13,
author = {Danai Koutra and
Vasileios Koutras and
B. Aditya Prakash and
Christos Faloutsos},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Patterns amongst Competing Task Frequencies: Super-Linearities, and
the Almond-DG Model},
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 = {201--212},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_17},
doi = {10.1007/978-3-642-37453-1\_17},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KoutraKPF13.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}
}
@inproceedings{DBLP:conf/sdm/AkogluCFTTV13,
author = {Leman Akoglu and
Duen Horng Chau and
Christos Faloutsos and
Nikolaj Tatti and
Hanghang Tong and
Jilles Vreeken},
title = {Mining Connection Pathways for Marked Nodes in Large Graphs},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {37--45},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.5},
doi = {10.1137/1.9781611972832.5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AkogluCFTTV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FaloutsosKV13,
author = {Christos Faloutsos and
Danai Koutra and
Joshua T. Vogelstein},
title = {{DELTACON:} {A} Principled Massive-Graph Similarity Function},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {162--170},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.18},
doi = {10.1137/1.9781611972832.18},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FaloutsosKV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AdamicFIPT13,
author = {Lada A. Adamic and
Christos Faloutsos and
Theodore J. Iwashyna and
B. Aditya Prakash and
Hanghang Tong},
title = {Fractional Immunization in Networks},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {659--667},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.73},
doi = {10.1137/1.9781611972832.73},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AdamicFIPT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AkogluF13,
author = {Leman Akoglu and
Christos Faloutsos},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Anomaly, event, and fraud detection in large network datasets},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {773--774},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433496},
doi = {10.1145/2433396.2433496},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/AkogluF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BeutelXGPF13,
author = {Alex Beutel and
Wanhong Xu and
Venkatesan Guruswami and
Christopher Palow and
Christos Faloutsos},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {CopyCatch: stopping group attacks by spotting lockstep behavior in
social networks},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {119--130},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488400},
doi = {10.1145/2488388.2488400},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/BeutelXGPF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeeKKF13,
author = {Jay Yoon Lee and
U Kang and
Danai Koutra and
Christos Faloutsos},
editor = {Leslie Carr and
Alberto H. F. Laender and
Bernadette Farias L{\'{o}}scio and
Irwin King and
Marcus Fontoura and
Denny Vrandecic and
Lora Aroyo and
Jos{\'{e}} Palazzo M. de Oliveira and
Fernanda Lima and
Erik Wilde},
title = {Fast anomaly detection despite the duplicates},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013, Companion Volume},
pages = {195--196},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487788.2487886},
doi = {10.1145/2487788.2487886},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LeeKKF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MeloFAL13,
author = {Pedro Olmo Stancioli Vaz de Melo and
Christos Faloutsos and
Renato M. Assun{\c{c}}{\~{a}}o and
Antonio Alfredo Ferreira Loureiro},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {The self-feeding process: a unifying model for communication dynamics
in the web},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {1319--1330},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488503},
doi = {10.1145/2488388.2488503},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/MeloFAL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mmsd13/PapadimitriouSFY13,
author = {Spiros Papadimitriou and
Jimeng Sun and
Christos Faloutsos and
Philip S. Yu},
editor = {Charu C. Aggarwal},
title = {Dimensionality Reduction and Filtering on Time Series Sensor Streams},
booktitle = {Managing and Mining Sensor Data},
pages = {103--141},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-6309-2\_5},
doi = {10.1007/978-1-4614-6309-2\_5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/mmsd13/PapadimitriouSFY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/asunam/2013,
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517},
doi = {10.1145/2492517},
isbn = {978-1-4503-2240-9},
timestamp = {Thu, 11 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2013idea,
editor = {Duen Horng Chau and
Jilles Vreeken and
Matthijs van Leeuwen and
Christos Faloutsos},
title = {Proceedings of the {ACM} {SIGKDD} Workshop on Interactive Data Exploration
and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501511},
doi = {10.1145/2501511},
isbn = {978-1-4503-2329-1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2013idea.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}
}
@article{DBLP:journals/corr/abs-1304-4657,
author = {Danai Koutra and
Joshua T. Vogelstein and
Christos Faloutsos},
title = {{DELTACON:} {A} Principled Massive-Graph Similarity Function},
journal = {CoRR},
volume = {abs/1304.4657},
year = {2013},
url = {http://arxiv.org/abs/1304.4657},
eprinttype = {arXiv},
eprint = {1304.4657},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-4657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2012Chakrabarti,
author = {Deepayan Chakrabarti and
Christos Faloutsos},
title = {Graph Mining: Laws, Tools, and Case Studies},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2012},
url = {https://doi.org/10.2200/S00449ED1V01Y201209DMK006},
doi = {10.2200/S00449ED1V01Y201209DMK006},
isbn = {978-3-031-00775-0},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2012Chakrabarti.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccr/WeiVPNFF12,
author = {Xuetao Wei and
Nicholas Valler and
B. Aditya Prakash and
Iulian Neamtiu and
Michalis Faloutsos and
Christos Faloutsos},
title = {Competing memes propagation on networks: a case study of composite
networks},
journal = {Comput. Commun. Rev.},
volume = {42},
number = {5},
pages = {5--12},
year = {2012},
url = {https://doi.org/10.1145/2378956.2378958},
doi = {10.1145/2378956.2378958},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ccr/WeiVPNFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12,
author = {Gabor Melli and
Xindong Wu and
Paul Beinat and
Francesco Bonchi and
Longbing Cao and
Rong Duan and
Christos Faloutsos and
Rayid Ghani and
Brendan Kitts and
Bart Goethals and
Geoffrey J. McLachlan and
Jian Pei and
Ashok Srivastava and
Osmar R. Za{\"{\i}}ane},
title = {Top-10 Data Mining Case Studies},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {11},
number = {2},
pages = {389--400},
year = {2012},
url = {https://doi.org/10.1142/S021962201240007X},
doi = {10.1142/S021962201240007X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwet/MaruhashiGF12,
author = {Koji Maruhashi and
Fan Guo and
Christos Faloutsos},
title = {MultiAspectForensics: mining large heterogeneous networks using tensor},
journal = {Int. J. Web Eng. Technol.},
volume = {7},
number = {4},
pages = {302--322},
year = {2012},
url = {https://doi.org/10.1504/IJWET.2012.050958},
doi = {10.1504/IJWET.2012.050958},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwet/MaruhashiGF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/TongPFYE12,
author = {Hanghang Tong and
Spiros Papadimitriou and
Christos Faloutsos and
Philip S. Yu and
Tina Eliassi{-}Rad},
title = {Gateway finder in large graphs: problem definitions and fast solutions},
journal = {Inf. Retr.},
volume = {15},
number = {3-4},
pages = {391--411},
year = {2012},
url = {https://doi.org/10.1007/s10791-012-9190-3},
doi = {10.1007/S10791-012-9190-3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/TongPFYE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/PaoMLCF12,
author = {Hsing{-}Kuo Pao and
Ching{-}Hao Mao and
Hahn{-}Ming Lee and
Chi{-}Dong Chen and
Christos Faloutsos},
title = {An Intrinsic Graphical Signature Based on Alert Correlation Analysis
for Intrusion Detection},
journal = {J. Inf. Sci. Eng.},
volume = {28},
number = {2},
pages = {243--262},
year = {2012},
url = {http://www.iis.sinica.edu.tw/page/jise/2012/201203\_02},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jise/PaoMLCF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PrakashCVFF12,
author = {B. Aditya Prakash and
Deepayan Chakrabarti and
Nicholas Valler and
Michalis Faloutsos and
Christos Faloutsos},
title = {Threshold conditions for arbitrary cascade models on arbitrary networks},
journal = {Knowl. Inf. Syst.},
volume = {33},
number = {3},
pages = {549--575},
year = {2012},
url = {https://doi.org/10.1007/s10115-012-0520-y},
doi = {10.1007/S10115-012-0520-Y},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PrakashCVFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/MetwallyF12,
author = {Ahmed Metwally and
Christos Faloutsos},
title = {V-SMART-Join: {A} Scalable MapReduce Framework for All-Pair Similarity
Joins of Multisets and Vectors},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {8},
pages = {704--715},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p704\_ahmedmetwally\_vldb2012.pdf},
doi = {10.14778/2212351.2212353},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/MetwallyF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/PrakashF12,
author = {B. Aditya Prakash and
Christos Faloutsos},
title = {Understanding and Managing Cascades on Large Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {12},
pages = {2024--2025},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p2024\_badityaprakash\_vldb2012.pdf},
doi = {10.14778/2367502.2367567},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/PrakashF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/KangF12,
author = {U Kang and
Christos Faloutsos},
title = {Big graph mining: algorithms and discoveries},
journal = {{SIGKDD} Explor.},
volume = {14},
number = {2},
pages = {29--36},
year = {2012},
url = {https://doi.org/10.1145/2481244.2481249},
doi = {10.1145/2481244.2481249},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/KangF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MeloALF12,
author = {Pedro O. S. Vaz de Melo and
Virg{\'{\i}}lio A. F. Almeida and
Antonio Alfredo Ferreira Loureiro and
Christos Faloutsos},
title = {Forecasting in the {NBA} and other team sports: Network effects in
action},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {6},
number = {3},
pages = {13:1--13:27},
year = {2012},
url = {https://doi.org/10.1145/2362383.2362387},
doi = {10.1145/2362383.2362387},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/MeloALF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/KangTSLF12,
author = {U Kang and
Hanghang Tong and
Jimeng Sun and
Ching{-}Yung Lin and
Christos Faloutsos},
title = {gbase: an efficient analysis platform for large graphs},
journal = {{VLDB} J.},
volume = {21},
number = {5},
pages = {637--650},
year = {2012},
url = {https://doi.org/10.1007/s00778-012-0283-9},
doi = {10.1007/S00778-012-0283-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/KangTSLF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ChauAVTF12,
author = {Duen Horng Chau and
Leman Akoglu and
Jilles Vreeken and
Hanghang Tong and
Christos Faloutsos},
title = {Interactively and Visually Exploring Tours of Marked Nodes in Large
Graphs},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {696--698},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.115},
doi = {10.1109/ASONAM.2012.115},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/ChauAVTF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TongPEFF12,
author = {Hanghang Tong and
B. Aditya Prakash and
Tina Eliassi{-}Rad and
Michalis Faloutsos and
Christos Faloutsos},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Gelling, and melting, large graphs by edge manipulation},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {245--254},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396795},
doi = {10.1145/2396761.2396795},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TongPEFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AkogluTVF12,
author = {Leman Akoglu and
Hanghang Tong and
Jilles Vreeken and
Christos Faloutsos},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Fast and reliable anomaly detection in categorical data},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {415--424},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396816},
doi = {10.1145/2396761.2396816},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AkogluTVF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HaKKFP12,
author = {Jiwoon Ha and
Soon{-}Hyoung Kwon and
Sang{-}Wook Kim and
Christos Faloutsos and
Sunju Park},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Top-N recommendation through belief propagation},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {2343--2346},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398636},
doi = {10.1145/2396761.2398636},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HaKKFP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KangCF12,
author = {U Kang and
Duen Horng Chau and
Christos Faloutsos},
title = {Pegasus: Mining billion-scale graphs in the cloud},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {5341--5344},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6289127},
doi = {10.1109/ICASSP.2012.6289127},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KangCF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PrakashVF12,
author = {B. Aditya Prakash and
Jilles Vreeken and
Christos Faloutsos},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Spotting Culprits in Epidemics: How Many and Which Ones?},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {11--20},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.136},
doi = {10.1109/ICDM.2012.136},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PrakashVF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaruhashiSYF12,
author = {Koji Maruhashi and
Junichi Shigezumi and
Nobuhiro Yugami and
Christos Faloutsos},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {EigenSP: {A} More Accurate Shortest Path Distance Estimation on Large-Scale
Networks},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {234--241},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.110},
doi = {10.1109/ICDMW.2012.110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaruhashiSYF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MatsubaraSPLF12,
author = {Yasuko Matsubara and
Yasushi Sakurai and
B. Aditya Prakash and
Lei Li and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Rise and fall patterns of information diffusion: model and implications},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {6--14},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339537},
doi = {10.1145/2339530.2339537},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MatsubaraSPLF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MatsubaraSFIY12,
author = {Yasuko Matsubara and
Yasushi Sakurai and
Christos Faloutsos and
Tomoharu Iwata and
Masatoshi Yoshikawa},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Fast mining and forecasting of complex time-stamped events},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {271--279},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339577},
doi = {10.1145/2339530.2339577},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MatsubaraSFIY12.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/kdd/BeutelPRF12,
author = {Alex Beutel and
B. Aditya Prakash and
Roni Rosenfeld and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Interacting viruses in networks: can both survive?},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {426--434},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339601},
doi = {10.1145/2339530.2339601},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BeutelPRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShaferRBAGF12,
author = {Ilari Shafer and
Kai Ren and
Vishnu Naresh Boddeti and
Yoshihisa Abe and
Gregory R. Ganger and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {RainMon: an integrated approach to mining bursty timeseries monitoring
data},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1158--1166},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339711},
doi = {10.1145/2339530.2339711},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShaferRBAGF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HendersonGETBAKFL12,
author = {Keith Henderson and
Brian Gallagher and
Tina Eliassi{-}Rad and
Hanghang Tong and
Sugato Basu and
Leman Akoglu and
Danai Koutra and
Christos Faloutsos and
Lei Li},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {RolX: structural role extraction {\&} mining in large graphs},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1231--1239},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339723},
doi = {10.1145/2339530.2339723},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HendersonGETBAKFL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChauAVTF12,
author = {Duen Horng Chau and
Leman Akoglu and
Jilles Vreeken and
Hanghang Tong and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {TourViz: interactive visualization of connection pathways in large
graphs},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1516--1519},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339769},
doi = {10.1145/2339530.2339769},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChauAVTF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AkogluMF12,
author = {Leman Akoglu and
Pedro O. S. Vaz de Melo and
Christos Faloutsos},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Quantifying Reciprocity in Large Weighted Communication Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29 - June 1,
2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7302},
pages = {85--96},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30220-6\_8},
doi = {10.1007/978-3-642-30220-6\_8},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AkogluMF12.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/sdm/AkogluTMF12,
author = {Leman Akoglu and
Hanghang Tong and
Brendan Meeder and
Christos Faloutsos},
title = {{PICS:} Parameter-free Identification of Cohesive Subgroups in Large
Attributed Graphs},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {439--450},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.38},
doi = {10.1137/1.9781611972825.38},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AkogluTMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MalliarosMF12,
author = {Fragkiskos D. Malliaros and
Vasileios Megalooikonomou and
Christos Faloutsos},
title = {Fast Robustness Estimation in Large Social Graphs: Communities and
Anomaly Detection},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {942--953},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.81},
doi = {10.1137/1.9781611972825.81},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MalliarosMF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FaloutsosK12,
author = {Christos Faloutsos and
U Kang},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {Managing and mining large graphs: patterns and algorithms},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {585--588},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213906},
doi = {10.1145/2213836.2213906},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FaloutsosK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AkogluCKKF12,
author = {Leman Akoglu and
Duen Horng Chau and
U Kang and
Danai Koutra and
Christos Faloutsos},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {OPAvion: mining and visualization in large graphs},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {717--720},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213941},
doi = {10.1145/2213836.2213941},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/AkogluCKKF12.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/www/PrakashBRF12,
author = {B. Aditya Prakash and
Alex Beutel and
Roni Rosenfeld and
Christos Faloutsos},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Winner takes all: competing viruses or ideas on fair-play networks},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {1037--1046},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187975},
doi = {10.1145/2187836.2187975},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PrakashBRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-6077,
author = {Ahmed Metwally and
Christos Faloutsos},
title = {V-SMART-Join: {A} Scalable MapReduce Framework for All-Pair Similarity
Joins of Multisets and Vectors},
journal = {CoRR},
volume = {abs/1204.6077},
year = {2012},
url = {http://arxiv.org/abs/1204.6077},
eprinttype = {arXiv},
eprint = {1204.6077},
timestamp = {Fri, 24 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-6077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-2684,
author = {Michele Berlingerio and
Danai Koutra and
Tina Eliassi{-}Rad and
Christos Faloutsos},
title = {NetSimile: {A} Scalable Approach to Size-Independent Network Similarity},
journal = {CoRR},
volume = {abs/1209.2684},
year = {2012},
url = {http://arxiv.org/abs/1209.2684},
eprinttype = {arXiv},
eprint = {1209.2684},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-2684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/ZhuKPF11,
author = {Cui Zhu and
Hiroyuki Kitagawa and
Spiros Papadimitriou and
Christos Faloutsos},
title = {Outlier detection by example},
journal = {J. Intell. Inf. Syst.},
volume = {36},
number = {2},
pages = {217--247},
year = {2011},
url = {https://doi.org/10.1007/s10844-010-0128-1},
doi = {10.1007/S10844-010-0128-1},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/ZhuKPF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KangTF11,
author = {U Kang and
Charalampos E. Tsourakakis and
Christos Faloutsos},
title = {{PEGASUS:} mining peta-scale graphs},
journal = {Knowl. Inf. Syst.},
volume = {27},
number = {2},
pages = {303--325},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0305-0},
doi = {10.1007/S10115-010-0305-0},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KangTF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/BarnathanMFFM11,
author = {Michael Barnathan and
Vasileios Megalooikonomou and
Christos Faloutsos and
Scott Faro and
Feroze B. Mohamed},
title = {TWave: High-order analysis of functional {MRI}},
journal = {NeuroImage},
volume = {58},
number = {2},
pages = {537--548},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2011.06.043},
doi = {10.1016/J.NEUROIMAGE.2011.06.043},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/BarnathanMFFM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/TsourakakisDMKF11,
author = {Charalampos E. Tsourakakis and
Petros Drineas and
Eirinaios Michelakis and
Ioannis Koutis and
Christos Faloutsos},
title = {Spectral counting of triangles via element-wise sparsification and
triangle-based link recommendation},
journal = {Soc. Netw. Anal. Min.},
volume = {1},
number = {2},
pages = {75--81},
year = {2011},
url = {https://doi.org/10.1007/s13278-010-0001-9},
doi = {10.1007/S13278-010-0001-9},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/TsourakakisDMKF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KangTAFL11,
author = {U Kang and
Charalampos E. Tsourakakis and
Ana Paula Appel and
Christos Faloutsos and
Jure Leskovec},
title = {{HADI:} Mining Radii of Large Graphs},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {2},
pages = {8:1--8:24},
year = {2011},
url = {https://doi.org/10.1145/1921632.1921634},
doi = {10.1145/1921632.1921634},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/KangTAFL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/MaruhashiGF11,
author = {Koji Maruhashi and
Fan Guo and
Christos Faloutsos},
title = {MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous
Networks with Tensor Analysis},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},
pages = {203--210},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASONAM.2011.80},
doi = {10.1109/ASONAM.2011.80},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/MaruhashiGF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChauKHF11,
author = {Duen Horng Chau and
Aniket Kittur and
Jason I. Hong and
Christos Faloutsos},
editor = {Desney S. Tan and
Saleema Amershi and
Bo Begole and
Wendy A. Kellogg and
Manas Tungare},
title = {Apolo: making sense of large network data by combining rich user interaction
and machine learning},
booktitle = {Proceedings of the International Conference on Human Factors in Computing
Systems, {CHI} 2011, Vancouver, BC, Canada, May 7-12, 2011},
pages = {167--176},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1978942.1978967},
doi = {10.1145/1978942.1978967},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ChauKHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JangKFP11,
author = {Min{-}Hee Jang and
Sang{-}Wook Kim and
Christos Faloutsos and
Sunju Park},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {A linear-time approximation of the earth mover's distance},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {505--514},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063652},
doi = {10.1145/2063576.2063652},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JangKFP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BaeHKF11,
author = {Duck{-}Ho Bae and
Se{-}Mi Hwang and
Sang{-}Wook Kim and
Christos Faloutsos},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Constructing seminal paper genealogy},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2101--2104},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063900},
doi = {10.1145/2063576.2063900},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BaeHKF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KimKFL11,
author = {Sang{-}Wook Kim and
Ki{-}Nam Kim and
Christos Faloutsos and
Joon Ho Lee},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Spectral analysis of a blogosphere},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2145--2148},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063912},
doi = {10.1145/2063576.2063912},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KimKFL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KangCF11,
author = {U Kang and
Duen Horng Chau and
Christos Faloutsos},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {Mining large graphs: Algorithms, inference, and discoveries},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {243--254},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767883},
doi = {10.1109/ICDE.2011.5767883},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/KangCF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KangF11,
author = {U Kang and
Christos Faloutsos},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression
and Mining},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {300--309},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.26},
doi = {10.1109/ICDM.2011.26},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KangF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuLFN11,
author = {Siyuan Liu and
Lei Li and
Christos Faloutsos and
Lionel M. Ni},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Mobile Phone Graph Evolution: Findings, Model and Interpretation},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {323--330},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.123},
doi = {10.1109/ICDMW.2011.123},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuLFN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PrakashCFVF11,
author = {B. Aditya Prakash and
Deepayan Chakrabarti and
Michalis Faloutsos and
Nicholas Valler and
Christos Faloutsos},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {537--546},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.145},
doi = {10.1109/ICDM.2011.145},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PrakashCFVF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HendersonGLAETF11,
author = {Keith Henderson and
Brian Gallagher and
Lei Li and
Leman Akoglu and
Tina Eliassi{-}Rad and
Hanghang Tong and
Christos Faloutsos},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {It's who you know: graph mining using recursive structural features},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {663--671},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020512},
doi = {10.1145/2020408.2020512},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HendersonGLAETF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CordeiroTTLKF11,
author = {Robson Leonardo Ferreira Cordeiro and
Caetano Traina Jr. and
Agma Juci Machado Traina and
Julio C{\'{e}}sar L{\'{o}}pez{-}Hern{\'{a}}ndez and
U Kang and
Christos Faloutsos},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Clustering very large multi-dimensional datasets with MapReduce},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {690--698},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020516},
doi = {10.1145/2020408.2020516},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CordeiroTTLKF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChauKHF11,
author = {Duen Horng Chau and
Aniket Kittur and
Jason I. Hong and
Christos Faloutsos},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Apolo: interactive large graph sensemaking by combining machine learning
and visualization},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {739--742},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020524},
doi = {10.1145/2020408.2020524},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChauKHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KangTSLF11,
author = {U Kang and
Hanghang Tong and
Jimeng Sun and
Ching{-}Yung Lin and
Christos Faloutsos},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {{GBASE:} a scalable and general graph management system},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1091--1099},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020580},
doi = {10.1145/2020408.2020580},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KangTSLF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiLLNTF11,
author = {Lei Li and
Chieh{-}Jan Mike Liang and
Jie Liu and
Suman Nath and
Andreas Terzis and
Christos Faloutsos},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {ThermoCast: a cyber-physical forecasting model for datacenters},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1370--1378},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020611},
doi = {10.1145/2020408.2020611},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiLLNTF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/networking/VallerPTFF11,
author = {Nicholas Valler and
B. Aditya Prakash and
Hanghang Tong and
Michalis Faloutsos and
Christos Faloutsos},
editor = {Jordi Domingo{-}Pascual and
Pietro Manzoni and
Sergio Palazzo and
Ana Pont and
Caterina M. Scoglio},
title = {Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping
Point},
booktitle = {{NETWORKING} 2011 - 10th International {IFIP} {TC} 6 Networking Conference,
Valencia, Spain, May 9-13, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6640},
pages = {266--280},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20757-0\_21},
doi = {10.1007/978-3-642-20757-0\_21},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/networking/VallerPTFF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KangMF11,
author = {U Kang and
Brendan Meeder and
Christos Faloutsos},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6635},
pages = {13--25},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8\_2},
doi = {10.1007/978-3-642-20847-8\_2},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KangMF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KoutraKKCPF11,
author = {Danai Koutra and
Tai{-}You Ke and
U Kang and
Duen Horng Chau and
Hsing{-}Kuo Kenneth Pao and
Christos Faloutsos},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {245--260},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_16},
doi = {10.1007/978-3-642-23783-6\_16},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KoutraKKCPF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChauNWWF11,
author = {Duen Horng Chau and
Carey Nachenberg and
Jeffrey Wilhelm and
Adam Wright and
Christos Faloutsos},
title = {Large Scale Graph Mining and Inference for Malware Detection},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {131--142},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.12},
doi = {10.1137/1.9781611972818.12},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChauNWWF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SakuraiLMF11,
author = {Yasushi Sakurai and
Lei Li and
Yasuko Matsubara and
Christos Faloutsos},
title = {WindMine: Fast and Effective Mining of Web-click Sequences},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {759--770},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.65},
doi = {10.1137/1.9781611972818.65},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SakuraiLMF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MeloFL11,
author = {Pedro Olmo Stancioli Vaz de Melo and
Christos Faloutsos and
Antonio Alfredo Ferreira Loureiro},
title = {Human Dynamics in Large Communication Networks},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {968--979},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.83},
doi = {10.1137/1.9781611972818.83},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MeloFL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/KimFH11,
author = {Sang{-}Wook Kim and
Christos Faloutsos and
Jiwoon Ha},
editor = {Wei{-}Ying Ma and
Jian{-}Yun Nie and
Ricardo Baeza{-}Yates and
Tat{-}Seng Chua and
W. Bruce Croft},
title = {BlogCast effect on information diffusion in a blogosphere},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {1149--1150},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2009916.2010093},
doi = {10.1145/2009916.2010093},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/sigir/KimFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcre/SurianLLTLF11,
author = {Didi Surian and
Nian Liu and
David Lo and
Hanghang Tong and
Ee{-}Peng Lim and
Christos Faloutsos},
editor = {Martin Pinzger and
Denys Poshyvanyk and
Jim Buckley},
title = {Recommending People in Developers' Collaboration Network},
booktitle = {18th Working Conference on Reverse Engineering, {WCRE} 2011, Limerick,
Ireland, October 17-20, 2011},
pages = {379--388},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WCRE.2011.53},
doi = {10.1109/WCRE.2011.53},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wcre/SurianLLTLF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Faloutsos11,
author = {Christos Faloutsos},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Mining billion-node graphs: patterns, generators and tools},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {13--14},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935837},
doi = {10.1145/1935826.1935837},
timestamp = {Sat, 09 Apr 2022 12:34:55 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/Faloutsos11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/Sakr11/AppelFT11,
author = {Ana Paula Appel and
Christos Faloutsos and
Caetano Traina Jr.},
editor = {Sherif Sakr and
Eric Pardede},
title = {Graph Mining Techniques: Focusing on discriminating between real and
synthetic graphs},
booktitle = {Graph Data Management: Techniques and Applications},
pages = {239--259},
publisher = {{IGI} Global},
year = {2011},
url = {https://doi.org/10.4018/978-1-61350-053-8.ch010},
doi = {10.4018/978-1-61350-053-8.CH010},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/igi/Sakr11/AppelFT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/siam/11/KepnerBBBFHGR11,
author = {Jeremy Kepner and
David A. Bader and
Robert Bond and
Nadya T. Bliss and
Christos Faloutsos and
Bruce Hendrickson and
John R. Gilbert and
Eric Robinson},
editor = {Jeremy Kepner and
John R. Gilbert},
title = {Fundamental Questions in the Analysis of Large Graphs},
booktitle = {Graph Algorithms in the Language of Linear Algebra},
series = {Software, environments, tools},
volume = {22},
pages = {353--357},
publisher = {{SIAM}},
year = {2011},
url = {https://doi.org/10.1137/1.9780898719918.ch16},
doi = {10.1137/1.9780898719918.CH16},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/siam/11/KepnerBBBFHGR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/social2011/McGlohonAF11,
author = {Mary McGlohon and
Leman Akoglu and
Christos Faloutsos},
editor = {Charu C. Aggarwal},
title = {Statistical Properties of Social Networks},
booktitle = {Social Network Data Analytics},
pages = {17--42},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4419-8462-3\_2},
doi = {10.1007/978-1-4419-8462-3\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/social2011/McGlohonAF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PuniyaniFX10,
author = {Kriti Puniyani and
Christos Faloutsos and
Eric P. Xing},
title = {SPEX\({}^{\mbox{2}}\): automated concise extraction of spatial gene
expression patterns from Fly embryo {ISH} images},
journal = {Bioinform.},
volume = {26},
number = {12},
pages = {47--56},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq172},
doi = {10.1093/BIOINFORMATICS/BTQ172},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/PuniyaniFX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/LiFF10,
author = {Lei Li and
Bin Fu and
Christos Faloutsos},
title = {Efficient Parallel Learning of Hidden Markov Chain Models on SMPs},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {6},
pages = {1330--1342},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.1330},
doi = {10.1587/TRANSINF.E93.D.1330},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/LiFF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/WangMF10,
author = {Qiang Wang and
Vasileios Megalooikonomou and
Christos Faloutsos},
title = {Time series analysis with multiple resolutions},
journal = {Inf. Syst.},
volume = {35},
number = {1},
pages = {56--74},
year = {2010},
url = {https://doi.org/10.1016/j.is.2009.03.006},
doi = {10.1016/J.IS.2009.03.006},
timestamp = {Fri, 18 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/WangMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/TrainaTWF10,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Leejay Wu and
Christos Faloutsos},
title = {Fast feature selection using fractal dimension},
journal = {J. Inf. Data Manag.},
volume = {1},
number = {1},
pages = {3--16},
year = {2010},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/936},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/TrainaTWF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/TrainaTF10,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Christos Faloutsos},
title = {Fast Feature Selection using Fractal Dimension - Ten Years Later},
journal = {J. Inf. Data Manag.},
volume = {1},
number = {1},
pages = {17--20},
year = {2010},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/937},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/TrainaTF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeskovecCKFG10,
author = {Jure Leskovec and
Deepayan Chakrabarti and
Jon M. Kleinberg and
Christos Faloutsos and
Zoubin Ghahramani},
title = {Kronecker Graphs: An Approach to Modeling Networks},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {985--1042},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756039},
doi = {10.5555/1756006.1756039},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LeskovecCKFG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiPF10,
author = {Lei Li and
B. Aditya Prakash and
Christos Faloutsos},
title = {Parsimonious Linear Fingerprinting for Time Series},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {385--396},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R34.pdf},
doi = {10.14778/1920841.1920893},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiPF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuGF10,
author = {Chao Liu and
Fan Guo and
Christos Faloutsos},
title = {Bayesian Browsing Model: Exact Inference of Document Relevance from
Petabyte-Scale Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {4},
number = {4},
pages = {19:1--19:26},
year = {2010},
url = {https://doi.org/10.1145/1857947.1857951},
doi = {10.1145/1857947.1857951},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuGF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SakuraiFP10,
author = {Yasushi Sakurai and
Christos Faloutsos and
Spiros Papadimitriou},
title = {Fast Discovery of Group Lag Correlations in Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {1},
pages = {5:1--5:43},
year = {2010},
url = {https://doi.org/10.1145/1870096.1870101},
doi = {10.1145/1870096.1870101},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SakuraiFP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/TsengPF10,
author = {John Chien{-}Han Tseng and
Hsing{-}Kuo Kenneth Pao and
Christos Faloutsos},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {The Typhoon Track Classification using Tri-plots and Markov Chain},
booktitle = {{KDIR} 2010 - Proceedings of the International Conference on Knowledge
Discovery and Information Retrieval, Valencia, Spain, October 25-28,
2010},
pages = {364--369},
publisher = {SciTePress},
year = {2010},
timestamp = {Thu, 27 Oct 2011 12:18:42 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/TsengPF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiF10,
author = {Lei Li and
Christos Faloutsos},
title = {Fast algorithms for time series mining},
booktitle = {Workshops Proceedings of the 26th International Conference on Data
Engineering, {ICDE} 2010, March 1-6, 2010, Long Beach, California,
{USA}},
pages = {341--344},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDEW.2010.5452719},
doi = {10.1109/ICDEW.2010.5452719},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CordeiroTFT10,
author = {Robson Leonardo Ferreira Cordeiro and
Agma J. M. Traina and
Christos Faloutsos and
Caetano Traina Jr.},
editor = {Feifei Li and
Mirella M. Moro and
Shahram Ghandeharizadeh and
Jayant R. Haritsa and
Gerhard Weikum and
Michael J. Carey and
Fabio Casati and
Edward Y. Chang and
Ioana Manolescu and
Sharad Mehrotra and
Umeshwar Dayal and
Vassilis J. Tsotras},
title = {Finding Clusters in subspaces of very large, multi-dimensional datasets},
booktitle = {Proceedings of the 26th International Conference on Data Engineering,
{ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
pages = {625--636},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDE.2010.5447924},
doi = {10.1109/ICDE.2010.5447924},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/CordeiroTFT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Faloutsos10,
author = {Christos Faloutsos},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Mining Billion-node Graphs: Patterns, Generators and Tools},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {5},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.170},
doi = {10.1109/ICDM.2010.170},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Faloutsos10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CordeiroGHHHKTTF10,
author = {Robson Leonardo Ferreira Cordeiro and
Fan Guo and
Donna S. Haverkamp and
James H. Horne and
Ellen K. Hughes and
Gunhee Kim and
Agma J. M. Traina and
Caetano Traina Jr. and
Christos Faloutsos},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{QMAS:} Querying, Mining and Summarization of Multi-modal Databases},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {785--790},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.150},
doi = {10.1109/ICDM.2010.150},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/CordeiroGHHHKTTF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KangMAF10,
author = {U Kang and
Mary McGlohon and
Leman Akoglu and
Christos Faloutsos},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Patterns on the Connected Components of Terabyte-Scale Graphs},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {875--880},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.121},
doi = {10.1109/ICDM.2010.121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KangMAF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TongPTEFC10,
author = {Hanghang Tong and
B. Aditya Prakash and
Charalampos E. Tsourakakis and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Duen Horng Chau},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {On the Vulnerability of Large Graphs},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1091--1096},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.54},
doi = {10.1109/ICDM.2010.54},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TongPTEFC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AkogluF10,
author = {Leman Akoglu and
Christos Faloutsos},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {ValuePick: Towards a Value-Oriented Dual-Goal Recommender System},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {1151--1158},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.68},
doi = {10.1109/ICDMW.2010.68},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AkogluF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaruhashiF10,
author = {Koji Maruhashi and
Christos Faloutsos},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {EigenDiagnostics: Spotting Connection Patterns and Outliers in Large
Graphs},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {1328--1337},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.203},
doi = {10.1109/ICDMW.2010.203},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaruhashiF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BarnathanMFMF10,
author = {Michael Barnathan and
Vasileios Megalooikonomou and
Christos Faloutsos and
Feroze B. Mohamed and
Scott Faro},
title = {High-order concept discovery in functional brain imaging},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {664--667},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490087},
doi = {10.1109/ISBI.2010.5490087},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BarnathanMFMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HendersonEFALMPT10,
author = {Keith Henderson and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Leman Akoglu and
Lei Li and
Koji Maruhashi and
B. Aditya Prakash and
Hanghang Tong},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Metric forensics: a multi-level approach for mining volatile graphs},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {163--172},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835828},
doi = {10.1145/1835804.1835828},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HendersonEFALMPT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/BarnathanMFMF10,
author = {Michael Barnathan and
Vasileios Megalooikonomou and
Christos Faloutsos and
Feroze B. Mohamed and
Scott Faro},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {TWave: High-Order Analysis of Spatiotemporal Data},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6118},
pages = {246--253},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13657-3\_28},
doi = {10.1007/978-3-642-13657-3\_28},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/BarnathanMFMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AkogluMF10,
author = {Leman Akoglu and
Mary McGlohon and
Christos Faloutsos},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {oddball: Spotting Anomalies in Weighted Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {410--421},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_40},
doi = {10.1007/978-3-642-13672-6\_40},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/AkogluMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PrakashSSMF10,
author = {B. Aditya Prakash and
Ashwin Sridharan and
Mukund Seshadri and
Sridhar Machiraju and
Christos Faloutsos},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {EigenSpokes: Surprising Patterns and Scalable Community Chipping in
Large Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {435--448},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_42},
doi = {10.1007/978-3-642-13672-6\_42},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/PrakashSSMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/TongPFYE10,
author = {Hanghang Tong and
Spiros Papadimitriou and
Christos Faloutsos and
Philip S. Yu and
Tina Eliassi{-}Rad},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {{BASSET:} Scalable Gateway Finder in Large Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {449--463},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_43},
doi = {10.1007/978-3-642-13672-6\_43},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/TongPFYE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Faloutsos10,
author = {Christos Faloutsos},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Mining Billion-Node Graphs: Patterns, Generators and Tools},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6321},
pages = {1},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15880-3\_1},
doi = {10.1007/978-3-642-15880-3\_1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Faloutsos10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaoPFL10,
author = {Ching{-}Hao Mao and
Hsing{-}Kuo Pao and
Christos Faloutsos and
Hahn{-}Ming Lee},
editor = {Christos Dimitrakakis and
Aris Gkoulalas{-}Divanis and
Aikaterini Mitrokotsa and
Vassilios S. Verykios and
Y{\"{u}}cel Saygin},
title = {{SBAD:} Sequence Based Attack Detection via Sequence Comparison},
booktitle = {Privacy and Security Issues in Data Mining and Machine Learning -
International {ECML/PKDD} Workshop, {PSDML} 2010, Barcelona, Spain,
September 24, 2010. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6549},
pages = {78--91},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-19896-0\_7},
doi = {10.1007/978-3-642-19896-0\_7},
timestamp = {Sun, 02 Jun 2019 21:18:15 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaoPFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PrakashTVFF10,
author = {B. Aditya Prakash and
Hanghang Tong and
Nicholas Valler and
Michalis Faloutsos and
Christos Faloutsos},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Virus Propagation on Time-Varying Networks: Theory and Immunization
Algorithms},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {99--114},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_7},
doi = {10.1007/978-3-642-15939-8\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PrakashTVFF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MeloAFL10,
author = {Pedro O. S. Vaz de Melo and
Leman Akoglu and
Christos Faloutsos and
Antonio Alfredo Ferreira Loureiro},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Surprising Patterns for the Call Duration Distribution of Mobile Phone
Users},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {354--369},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_23},
doi = {10.1007/978-3-642-15939-8\_23},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MeloAFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuWF10,
author = {Nan Du and
Hao Wang and
Christos Faloutsos},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Analysis of Large Multi-modal Social Networks: Patterns and a Generator},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6321},
pages = {393--408},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15880-3\_31},
doi = {10.1007/978-3-642-15880-3\_31},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuWF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sca/LiMPF10,
author = {Lei Li and
James McCann and
Nancy S. Pollard and
Christos Faloutsos},
editor = {Zoran Popovic and
Miguel A. Otaduy},
title = {BoLeRO: {A} Principled Technique for Including Bone Length Constraints
in Motion Capture Occlusion Filling},
booktitle = {Proceedings of the 2010 Eurographics/ACM {SIGGRAPH} Symposium on Computer
Animation, {SCA} 2010, Madrid, Spain, 2010},
pages = {179--188},
publisher = {Eurographics Association},
year = {2010},
url = {https://doi.org/10.2312/SCA/SCA10/179-188},
doi = {10.2312/SCA/SCA10/179-188},
timestamp = {Wed, 06 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sca/LiMPF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KangTAFL10,
author = {U Kang and
Charalampos E. Tsourakakis and
Ana Paula Appel and
Christos Faloutsos and
Jure Leskovec},
title = {Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns,
and Observations},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {548--558},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.48},
doi = {10.1137/1.9781611972801.48},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KangTAFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HendersonEPF10,
author = {Keith Henderson and
Tina Eliassi{-}Rad and
Spiros Papadimitriou and
Christos Faloutsos},
title = {{HCDF:} {A} Hybrid Community Discovery Framework},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {754--765},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.66},
doi = {10.1137/1.9781611972801.66},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HendersonEPF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/SunPYF10,
author = {Jimeng Sun and
Spiros Papadimitriou and
Philip S. Yu and
Christos Faloutsos},
editor = {Philip S. Yu and
Jiawei Han and
Christos Faloutsos},
title = {Community Evolution and Change Point Detection in Time-Evolving Graphs},
booktitle = {Link Mining: Models, Algorithms, and Applications},
pages = {73--104},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6515-8\_3},
doi = {10.1007/978-1-4419-6515-8\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/10/SunPYF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/TongPYF10,
author = {Hanghang Tong and
Spiros Papadimitriou and
Philip S. Yu and
Christos Faloutsos},
editor = {Philip S. Yu and
Jiawei Han and
Christos Faloutsos},
title = {Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions
and Fast Solutions},
booktitle = {Link Mining: Models, Algorithms, and Applications},
pages = {211--236},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6515-8\_8},
doi = {10.1007/978-1-4419-6515-8\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/10/TongPYF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/ChakrabartiFM10,
author = {Deepayan Chakrabarti and
Christos Faloutsos and
Mary McGlohon},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {Graph Mining: Laws and Generators},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {69--123},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_3},
doi = {10.1007/978-1-4419-6045-0\_3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/ChakrabartiFM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/10/YHF2010,
editor = {Philip S. Yu and
Jiawei Han and
Christos Faloutsos},
title = {Link Mining: Models, Algorithms, and Applications},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6515-8},
doi = {10.1007/978-1-4419-6515-8},
isbn = {978-1-4419-6514-1},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/10/YHF2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AkogluF09,
author = {Leman Akoglu and
Christos Faloutsos},
title = {{RTG:} a recursive realistic graph generator using random typing},
journal = {Data Min. Knowl. Discov.},
volume = {19},
number = {2},
pages = {194--209},
year = {2009},
url = {https://doi.org/10.1007/s10618-009-0140-7},
doi = {10.1007/S10618-009-0140-7},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AkogluF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TsourakakisDMKF09,
author = {Charalampos E. Tsourakakis and
Petros Drineas and
Eirinaios Michelakis and
Ioannis Koutis and
Christos Faloutsos},
editor = {Nasrullah Memon and
Reda Alhajj},
title = {Spectral Counting of Triangles in Power-Law Networks via Element-Wise
Sparsification},
booktitle = {2009 International Conference on Advances in Social Network Analysis
and Mining, {ASONAM} 2009, 20-22 July 2009, Athens, Greece},
pages = {66--71},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ASONAM.2009.32},
doi = {10.1109/ASONAM.2009.32},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/TsourakakisDMKF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChauKFH09,
author = {Duen Horng Chau and
Aniket Kittur and
Christos Faloutsos and
Jason I. Hong},
editor = {Dan R. Olsen Jr. and
Richard B. Arthur and
Ken Hinckley and
Meredith Ringel Morris and
Scott E. Hudson and
Saul Greenberg},
title = {{SHIFTR:} a user-directed, link-based system for ad hoc sensemaking
of large heterogeneous data collections},
booktitle = {Proceedings of the 27th International Conference on Human Factors
in Computing Systems, {CHI} 2009, Extended Abstracts Volume, Boston,
MA, USA, April 4-9, 2009},
pages = {3535--3536},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1520340.1520529},
doi = {10.1145/1520340.1520529},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/ChauKFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TongQJF09,
author = {Hanghang Tong and
Huiming Qu and
Hani Jamjoom and
Christos Faloutsos},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {iPoG: fast interactive proximity querying on graphs},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1673--1676},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646201},
doi = {10.1145/1645953.1646201},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TongQJF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpm/Faloutsos09,
author = {Christos Faloutsos},
editor = {Gregory Kucherov and
Esko Ukkonen},
title = {Graph Mining: Patterns, Generators and Tools},
booktitle = {Combinatorial Pattern Matching, 20th Annual Symposium, {CPM} 2009,
Lille, France, June 22-24, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5577},
pages = {274},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02441-2\_24},
doi = {10.1007/978-3-642-02441-2\_24},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpm/Faloutsos09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KangTF09,
author = {U Kang and
Charalampos E. Tsourakakis and
Christos Faloutsos},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {{PEGASUS:} {A} Peta-Scale Graph Mining System},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {229--238},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.14},
doi = {10.1109/ICDM.2009.14},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KangTF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PrakashSSMF09,
author = {B. Aditya Prakash and
Mukund Seshadri and
Ashwin Sridharan and
Sridhar Machiraju and
Christos Faloutsos},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {EigenSpokes: Surprising Patterns and Scalable Community Chipping in
Large Graphs},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {290--295},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.103},
doi = {10.1109/ICDMW.2009.103},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PrakashSSMF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/GoetzLMF09,
author = {Michaela Goetz and
Jure Leskovec and
Mary McGlohon and
Christos Faloutsos},
editor = {Eytan Adar and
Matthew Hurst and
Tim Finin and
Natalie S. Glance and
Nicolas Nicolov and
Belle L. Tseng},
title = {Modeling Blog Dynamics},
booktitle = {Proceedings of the Third International Conference on Weblogs and Social
Media, {ICWSM} 2009, San Jose, California, USA, May 17-20, 2009},
publisher = {The {AAAI} Press},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICWSM/09/paper/view/152},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/GoetzLMF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuFWA09,
author = {Nan Du and
Christos Faloutsos and
Bai Wang and
Leman Akoglu},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Large human communication networks: patterns and a utility-driven
generator},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {269--278},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557054},
doi = {10.1145/1557019.1557054},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DuFWA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiMPF09,
author = {Lei Li and
James McCann and
Nancy S. Pollard and
Christos Faloutsos},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {DynaMMo: mining and summarization of coevolving sequences with missing
values},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {507--516},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557078},
doi = {10.1145/1557019.1557078},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiMPF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuGF09,
author = {Chao Liu and
Fan Guo and
Christos Faloutsos},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {{BBM:} bayesian browsing model from petabyte-scale data},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {537--546},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557081},
doi = {10.1145/1557019.1557081},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuGF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OnumaTF09,
author = {Kensuke Onuma and
Hanghang Tong and
Christos Faloutsos},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {{TANGENT:} a novel, 'Surprise me', recommendation algorithm},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {657--666},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557093},
doi = {10.1145/1557019.1557093},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/OnumaTF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TsourakakisKMF09,
author = {Charalampos E. Tsourakakis and
U Kang and
Gary L. Miller and
Christos Faloutsos},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {{DOULION:} counting triangles in massive graphs with a coin},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {837--846},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557111},
doi = {10.1145/1557019.1557111},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TsourakakisKMF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/McGlohonBASF09,
author = {Mary McGlohon and
Stephen Bay and
Markus G. Anderle and
David M. Steier and
Christos Faloutsos},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {{SNARE:} a link analytic system for graph labeling and risk detection},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {1265--1274},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557155},
doi = {10.1145/1557019.1557155},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/McGlohonBASF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PrakashVAFF09,
author = {B. Aditya Prakash and
Nicholas Valler and
David G. Andersen and
Michalis Faloutsos and
Christos Faloutsos},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {BGP-lens: patterns and anomalies in internet routing updates},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {1315--1324},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557160},
doi = {10.1145/1557019.1557160},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PrakashVAFF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AkogluF09,
author = {Leman Akoglu and
Christos Faloutsos},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {{RTG:} {A} Recursive Realistic Graph Generator Using Random Typing},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
pages = {13--28},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8\_13},
doi = {10.1007/978-3-642-04180-8\_13},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AkogluF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AppelCFKLT09,
author = {Ana Paula Appel and
Deepayan Chakrabarti and
Christos Faloutsos and
Ravi Kumar and
Jure Leskovec and
Andrew Tomkins},
title = {ShatterPlots: Fast Tools for Mining Large Graphs},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {802--813},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.69},
doi = {10.1137/1.9781611972795.69},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AppelCFKLT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/GuoLF09,
author = {Fan Guo and
Lei Li and
Christos Faloutsos},
editor = {Nick Craswell and
Rosie Jones and
Georges Dupret and
Evelyne Viegas},
title = {Tailoring click models to user goals},
booktitle = {Proceedings of the 2009 workshop on Web Search Click Data, WSCD@WSDM
2009, Barcelona, Spain, February 9, 2009},
pages = {88--92},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1507509.1507523},
doi = {10.1145/1507509.1507523},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/GuoLF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GuoLKMTWF09,
author = {Fan Guo and
Chao Liu and
Anitha Kannan and
Tom Minka and
Michael J. Taylor and
Yi Min Wang and
Christos Faloutsos},
editor = {Juan Quemada and
Gonzalo Le{\'{o}}n and
Yo{\"{e}}lle S. Maarek and
Wolfgang Nejdl},
title = {Click chain model in web search},
booktitle = {Proceedings of the 18th International Conference on World Wide Web,
{WWW} 2009, Madrid, Spain, April 20-24, 2009},
pages = {11--20},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1526709.1526712},
doi = {10.1145/1526709.1526712},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GuoLKMTWF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/09/0001FT09,
author = {Dimitris Margaritis and
Christos Faloutsos and
Sebastian Thrun},
editor = {Terence A. Halpin},
title = {NetCube},
booktitle = {Selected Readings on Database Technologies and Applications},
pages = {471--489},
publisher = {{IGI}},
year = {2009},
url = {https://doi.org/10.4018/978-1-60566-098-1.ch023},
doi = {10.4018/978-1-60566-098-1.CH023},
timestamp = {Tue, 23 Jul 2019 13:13:38 +0200},
biburl = {https://dblp.org/rec/books/igi/09/0001FT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/Erickson09/MargaritisFT09,
author = {Dimitris Margaritis and
Christos Faloutsos and
Sebastian Thrun},
editor = {John Erickson},
title = {NetCube},
booktitle = {Database Technologies: Concepts, Methodologies, Tools, and Applications
{(4} Volumes)},
pages = {2011--2036},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=8017},
timestamp = {Sun, 31 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/igi/Erickson09/MargaritisFT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/TongKF09,
author = {Hanghang Tong and
Yehuda Koren and
Christos Faloutsos},
editor = {John Wang},
title = {Direction-Aware Proximity on Graphs},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
pages = {646--653},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10889},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/dataware/TongKF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SunTHFE08,
author = {Jimeng Sun and
Charalampos E. Tsourakakis and
Evan Hoke and
Christos Faloutsos and
Tina Eliassi{-}Rad},
title = {Two heads better than one: pattern discovery in time-evolving multi-aspect
data},
journal = {Data Min. Knowl. Discov.},
volume = {17},
number = {1},
pages = {111--128},
year = {2008},
url = {https://doi.org/10.1007/s10618-008-0112-3},
doi = {10.1007/S10618-008-0112-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SunTHFE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TongFP08,
author = {Hanghang Tong and
Christos Faloutsos and
Jia{-}Yu Pan},
title = {Random walk with restart: fast solutions and applications},
journal = {Knowl. Inf. Syst.},
volume = {14},
number = {3},
pages = {327--346},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0094-2},
doi = {10.1007/S10115-007-0094-2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TongFP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GuoLFX08,
author = {Fan Guo and
Lei Li and
Christos Faloutsos and
Eric P. Xing},
title = {{C-DEM:} a multi-modal query system for Drosophila Embryo databases},
journal = {Proc. {VLDB} Endow.},
volume = {1},
number = {2},
pages = {1508--1511},
year = {2008},
url = {http://www.vldb.org/pvldb/vol1/1454214.pdf},
doi = {10.14778/1454159.1454214},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GuoLFX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SunXZF08,
author = {Jimeng Sun and
Yinglian Xie and
Hui Zhang and
Christos Faloutsos},
title = {Less is More: Sparse Graph Mining with Compact Matrix Decomposition},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {6--22},
year = {2008},
url = {https://doi.org/10.1002/sam.102},
doi = {10.1002/SAM.102},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SunXZF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TongPYF08,
author = {Hanghang Tong and
Spiros Papadimitriou and
Philip S. Yu and
Christos Faloutsos},
title = {Fast Monitoring Proximity and Centrality on Time-evolving Bipartite
Graphs},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {142--156},
year = {2008},
url = {https://doi.org/10.1002/sam.10014},
doi = {10.1002/SAM.10014},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TongPYF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/TaoSLSSWFM08,
author = {Dacheng Tao and
Mingli Song and
Xuelong Li and
Jialie Shen and
Jimeng Sun and
Xindong Wu and
Christos Faloutsos and
Stephen J. Maybank},
title = {Bayesian Tensor Approach for 3-D Face Modeling},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {18},
number = {10},
pages = {1397--1410},
year = {2008},
url = {https://doi.org/10.1109/TCSVT.2008.2002825},
doi = {10.1109/TCSVT.2008.2002825},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/TaoSLSSWFM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tissec/ChakrabartiWWLF08,
author = {Deepayan Chakrabarti and
Yang Wang and
Chenxi Wang and
Jure Leskovec and
Christos Faloutsos},
title = {Epidemic thresholds in real networks},
journal = {{ACM} Trans. Inf. Syst. Secur.},
volume = {10},
number = {4},
pages = {1:1--1:26},
year = {2008},
url = {https://doi.org/10.1145/1284680.1284681},
doi = {10.1145/1284680.1284681},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tissec/ChakrabartiWWLF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SunTPYF08,
author = {Jimeng Sun and
Dacheng Tao and
Spiros Papadimitriou and
Philip S. Yu and
Christos Faloutsos},
title = {Incremental tensor analysis: Theory and applications},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {2},
number = {3},
pages = {11:1--11:37},
year = {2008},
url = {https://doi.org/10.1145/1409620.1409621},
doi = {10.1145/1409620.1409621},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SunTPYF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Faloutsos08,
author = {Christos Faloutsos},
editor = {Katsumi Tanaka and
Takashi Matsuyama and
Ee{-}Peng Lim and
Adam Jatowt},
title = {Graph mining and influence propagation},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Information Credibility on
the Web, {WICOW} 2008, Napa Valley, California, USA, October 30, 2008},
pages = {1--2},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458527.1458529},
doi = {10.1145/1458527.1458529},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Faloutsos08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RazenteBTFT08,
author = {Humberto Luiz Razente and
Maria Camila Nardini Barioni and
Agma J. M. Traina and
Christos Faloutsos and
Caetano Traina Jr.},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {A novel optimization approach to efficiently process aggregate similarity
queries in metric access methods},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {193--202},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458110},
doi = {10.1145/1458082.1458110},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RazenteBTFT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TongSEF08,
author = {Hanghang Tong and
Yasushi Sakurai and
Tina Eliassi{-}Rad and
Christos Faloutsos},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Fast mining of complex time-stamped events},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {759--768},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458184},
doi = {10.1145/1458082.1458184},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TongSEF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KimFH08,
author = {Gunhee Kim and
Christos Faloutsos and
Martial Hebert},
title = {Unsupervised modeling of object categories using link analysis techniques},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587502},
doi = {10.1109/CVPR.2008.4587502},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KimFH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurographics/OnumaFH08,
author = {Kensuke Onuma and
Christos Faloutsos and
Jessica K. Hodgins},
editor = {Katerina Mania and
Eric R. Reinhard},
title = {FMDistance: {A} Fast and Effective Distance Function for Motion Capture
Data},
booktitle = {29th Annual Conference of the European Association for Computer Graphics,
Eurographics 2008 - Short Papers, Hersonissos, Crete, Greece, April
14-18, 2008},
pages = {83--86},
publisher = {Eurographics Association},
year = {2008},
url = {https://doi.org/10.2312/egs.20081027},
doi = {10.2312/EGS.20081027},
timestamp = {Thu, 02 Jul 2020 14:52:18 +0200},
biburl = {https://dblp.org/rec/conf/eurographics/OnumaFH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurographics/LiMFP08,
author = {Lei Li and
James McCann and
Christos Faloutsos and
Nancy S. Pollard},
editor = {Katerina Mania and
Eric R. Reinhard},
title = {Laziness is a Virtue: Motion Stitching Using Effort Minimization},
booktitle = {29th Annual Conference of the European Association for Computer Graphics,
Eurographics 2008 - Short Papers, Hersonissos, Crete, Greece, April
14-18, 2008},
pages = {87--90},
publisher = {Eurographics Association},
year = {2008},
url = {https://doi.org/10.2312/egs.20081028},
doi = {10.2312/EGS.20081028},
timestamp = {Wed, 06 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurographics/LiMFP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fast/StrunkTFG08,
author = {John D. Strunk and
Eno Thereska and
Christos Faloutsos and
Gregory R. Ganger},
editor = {Mary Baker and
Erik Riedel},
title = {Using Utility to Provision Storage Systems},
booktitle = {6th {USENIX} Conference on File and Storage Technologies, {FAST} 2008,
February 26-29, 2008, San Jose, CA, {USA}},
pages = {313--328},
publisher = {{USENIX}},
year = {2008},
url = {http://www.usenix.org/events/fast08/tech/strunk.html},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fast/StrunkTFG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/ZhangZF08,
author = {Bin Zhang and
Yi Zhou and
Christos Faloutsos},
title = {Toward a Comprehensive Model in Internet Auction Fraud Detection},
booktitle = {41st Hawaii International International Conference on Systems Science
{(HICSS-41} 2008), Proceedings, 7-10 January 2008, Waikoloa, Big Island,
HI, {USA}},
pages = {79},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HICSS.2008.455},
doi = {10.1109/HICSS.2008.455},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/ZhangZF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BryanEF08,
author = {Brent Bryan and
Frederick Eberhardt and
Christos Faloutsos},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {Compact Similarity Joins},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {346--355},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497443},
doi = {10.1109/ICDE.2008.4497443},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/BryanEF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/FerlezFLMG08,
author = {Jure Ferlez and
Christos Faloutsos and
Jure Leskovec and
Dunja Mladenic and
Marko Grobelnik},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {Monitoring Network Evolution using {MDL}},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {1328--1330},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497545},
doi = {10.1109/ICDE.2008.4497545},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/FerlezFLMG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AkogluMF08,
author = {Leman Akoglu and
Mary McGlohon and
Christos Faloutsos},
title = {{RTM:} Laws and a Recursive Generator for Weighted Time-Evolving Graphs},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {701--706},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.123},
doi = {10.1109/ICDM.2008.123},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AkogluMF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChauFTHGE08,
author = {Duen Horng Chau and
Christos Faloutsos and
Hanghang Tong and
Jason I. Hong and
Brian Gallagher and
Tina Eliassi{-}Rad},
title = {{GRAPHITE:} {A} Visual Query System for Large Graphs},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {963--966},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.99},
doi = {10.1109/ICDMW.2008.99},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChauFTHGE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TaoSSWLMF08,
author = {Dacheng Tao and
Jimeng Sun and
Jialie Shen and
Xindong Wu and
Xuelong Li and
Stephen J. Maybank and
Christos Faloutsos},
title = {Bayesian tensor analysis},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {1402--1409},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633981},
doi = {10.1109/IJCNN.2008.4633981},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TaoSSWLMF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imc/Faloutsos08,
author = {Christos Faloutsos},
editor = {Konstantina Papagiannaki and
Zhi{-}Li Zhang},
title = {Graph mining: laws, generators and tools},
booktitle = {Proceedings of the 8th {ACM} {SIGCOMM} Internet Measurement Conference,
{IMC} 2008, Vouliagmeni, Greece, October 20-22, 2008},
pages = {1},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1452520.1452521},
doi = {10.1145/1452520.1452521},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/imc/Faloutsos08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/QiBFKB08,
author = {Yanjun Qi and
Fernanda Balem and
Christos Faloutsos and
Judith Klein{-}Seetharaman and
Ziv Bar{-}Joseph},
title = {Protein complex identification by supervised graph local clustering},
booktitle = {Proceedings 16th International Conference on Intelligent Systems for
Molecular Biology (ISMB), Toronto, Canada, July 19-23, 2008},
pages = {250--268},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn164},
doi = {10.1093/BIOINFORMATICS/BTN164},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismb/QiBFKB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GallagherTEF08,
author = {Brian Gallagher and
Hanghang Tong and
Tina Eliassi{-}Rad and
Christos Faloutsos},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Using ghost edges for classification in sparsely labeled networks},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {256--264},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401925},
doi = {10.1145/1401890.1401925},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GallagherTEF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiFGMF08,
author = {Lei Li and
Wenjie Fu and
Fan Guo and
Todd C. Mowry and
Christos Faloutsos},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Cut-and-stitch: efficient parallel learning of linear dynamical systems
on smps},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {471--479},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401949},
doi = {10.1145/1401890.1401949},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiFGMF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/McGlohonAF08,
author = {Mary McGlohon and
Leman Akoglu and
Christos Faloutsos},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Weighted graphs and disconnected components: patterns and a generator},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {524--532},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401955},
doi = {10.1145/1401890.1401955},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/McGlohonAF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SeshadriMSBFL08,
author = {Mukund Seshadri and
Sridhar Machiraju and
Ashwin Sridharan and
Jean Bolot and
Christos Faloutsos and
Jure Leskovec},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Mobile call graphs: beyond power-law and lognormal distributions},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {596--604},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401963},
doi = {10.1145/1401890.1401963},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SeshadriMSBFL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TongPSYF08,
author = {Hanghang Tong and
Spiros Papadimitriou and
Jimeng Sun and
Philip S. Yu and
Christos Faloutsos},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Colibri: fast mining of large static and dynamic graphs},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {686--694},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401973},
doi = {10.1145/1401890.1401973},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TongPSYF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarTFJKLT08,
author = {Ravi Kumar and
Alexander Tuzhilin and
Christos Faloutsos and
David D. Jensen and
Gueorgi Kossinets and
Jure Leskovec and
Andrew Tomkins},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Social networks: looking ahead},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {1060},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1402017},
doi = {10.1145/1401890.1402017},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KumarTFJKLT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/KimFH08,
author = {Gunhee Kim and
Christos Faloutsos and
Martial Hebert},
editor = {Michael S. Lew and
Alberto Del Bimbo and
Erwin M. Bakker},
title = {Unsupervised modeling and recognition of object categories with combination
of visual contents and geometric similarity links},
booktitle = {Proceedings of the 1st {ACM} {SIGMM} International Conference on Multimedia
Information Retrieval, {MIR} 2008, Vancouver, British Columbia, Canada,
October 30-31, 2008},
pages = {419--426},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1460096.1460164},
doi = {10.1145/1460096.1460164},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mir/KimFH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Faloutsos08,
author = {Christos Faloutsos},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Graph Mining: Laws, Generators and Tools},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {1},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_1},
doi = {10.1007/978-3-540-68125-0\_1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Faloutsos08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunTHFE08,
author = {Jimeng Sun and
Charalampos E. Tsourakakis and
Evan Hoke and
Christos Faloutsos and
Tina Eliassi{-}Rad},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect
Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {22},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_19},
doi = {10.1007/978-3-540-87479-9\_19},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SunTHFE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PapadimitriouSFY08,
author = {Spiros Papadimitriou and
Jimeng Sun and
Christos Faloutsos and
Philip S. Yu},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Hierarchical, Parameter-Free Community Discovery},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {170--187},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_12},
doi = {10.1007/978-3-540-87481-2\_12},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PapadimitriouSFY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoZXF08,
author = {Zhen Guo and
Zhongfei (Mark) Zhang and
Eric P. Xing and
Christos Faloutsos},
title = {Semi-Supervised Learning Based on Semiparametric Regularization},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {132--142},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.12},
doi = {10.1137/1.9781611972788.12},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuoZXF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SakuraiC08,
author = {Yasushi Sakurai and
Rosalynn Chong and
Lei Li and
Christos Faloutsos},
title = {Efficient Distribution Mining and Classification},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {632--643},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.58},
doi = {10.1137/1.9781611972788.58},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SakuraiC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TongPYF08,
author = {Hanghang Tong and
Spiros Papadimitriou and
Philip S. Yu and
Christos Faloutsos},
title = {Proximity Tracking on Time-Evolving Bipartite Graphs},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {704--715},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.64},
doi = {10.1137/1.9781611972788.64},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TongPYF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BohmFP08,
author = {Christian B{\"{o}}hm and
Christos Faloutsos and
Claudia Plant},
editor = {Jason Tsong{-}Li Wang},
title = {Outlier-robust clustering using independent components},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {185--198},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1376616.1376638},
doi = {10.1145/1376616.1376638},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/BohmFP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wosn/2008,
editor = {Christos Faloutsos and
Thomas Karagiannis and
Pablo Rodriguez},
title = {Proceedings of the first Workshop on Online Social Networks, {WOSN}
2008, Seattle, WA, USA, August 17-22, 2008},
publisher = {{ACM}},
year = {2008},
url = {http://dl.acm.org/citation.cfm?id=1397735},
isbn = {978-1-60558-182-8},
timestamp = {Wed, 12 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wosn/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeskovecCKFG08,
author = {Jure Leskovec and
Deepayan Chakrabarti and
Jon M. Kleinberg and
Christos Faloutsos and
Zoubin Ghahramani},
title = {Kronecker Graphs: An Approach to Modeling Networks},
journal = {CoRR},
volume = {abs/0812.4905},
year = {2008},
url = {http://arxiv.org/abs/0812.4905},
eprinttype = {arXiv},
eprint = {0812.4905},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeskovecCKFG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SousaTTWF07,
author = {Elaine P. M. de Sousa and
Caetano Traina Jr. and
Agma J. M. Traina and
Leejay Wu and
Christos Faloutsos},
title = {A fast and effective method to find correlations among attributes
in databases},
journal = {Data Min. Knowl. Discov.},
volume = {14},
number = {3},
pages = {367--407},
year = {2007},
url = {https://doi.org/10.1007/s10618-006-0056-4},
doi = {10.1007/S10618-006-0056-4},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SousaTTWF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FaloutsosM07,
author = {Christos Faloutsos and
Vasileios Megalooikonomou},
title = {On data mining, compression, and Kolmogorov complexity},
journal = {Data Min. Knowl. Discov.},
volume = {15},
number = {1},
pages = {3--20},
year = {2007},
url = {https://doi.org/10.1007/s10618-006-0057-3},
doi = {10.1007/S10618-006-0057-3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/FaloutsosM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/ChakrabartiFZ07,
author = {Deepayan Chakrabarti and
Christos Faloutsos and
Yiping Zhan},
title = {Visualization of large networks with min-cut plots, A-plots and {R-MAT}},
journal = {Int. J. Hum. Comput. Stud.},
volume = {65},
number = {5},
pages = {434--445},
year = {2007},
url = {https://doi.org/10.1016/j.ijhcs.2006.11.002},
doi = {10.1016/J.IJHCS.2006.11.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmms/ChakrabartiFZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeskovecKF07,
author = {Jure Leskovec and
Jon M. Kleinberg and
Christos Faloutsos},
title = {Graph evolution: Densification and shrinking diameters},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {1},
number = {1},
pages = {2},
year = {2007},
url = {https://doi.org/10.1145/1217299.1217301},
doi = {10.1145/1217299.1217301},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LeskovecKF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/BohmFPP07,
author = {Christian B{\"{o}}hm and
Christos Faloutsos and
Jia{-}Yu Pan and
Claudia Plant},
title = {{RIC:} Parameter-free noise-robust clustering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {1},
number = {3},
pages = {10},
year = {2007},
url = {https://doi.org/10.1145/1297332.1297334},
doi = {10.1145/1297332.1297334},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/BohmFPP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/TrainaFTVF07,
author = {Caetano Traina Jr. and
Roberto F. Santos Filho and
Agma J. M. Traina and
Marcos R. Vieira and
Christos Faloutsos},
title = {The Omni-family of all-purpose access methods: a simple and effective
way to make similarity search more efficient},
journal = {{VLDB} J.},
volume = {16},
number = {4},
pages = {483--505},
year = {2007},
url = {https://doi.org/10.1007/s00778-005-0178-0},
doi = {10.1007/S00778-005-0178-0},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/TrainaFTVF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SakuraiFY07,
author = {Yasushi Sakurai and
Christos Faloutsos and
Masashi Yamamuro},
editor = {Rada Chirkova and
Asuman Dogac and
M. Tamer {\"{O}}zsu and
Timos K. Sellis},
title = {Stream Monitoring under the Time Warping Distance},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering,
{ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
pages = {1046--1055},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDE.2007.368963},
doi = {10.1109/ICDE.2007.368963},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/SakuraiFY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/GuoZXF07,
author = {Zhen Guo and
Zhongfei Zhang and
Eric P. Xing and
Christos Faloutsos},
title = {A Max Margin Framework on Image Annotation and Multimodal Image Retrieval},
booktitle = {Proceedings of the 2007 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2007, July 2-5, 2007, Beijing, China},
pages = {504--507},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICME.2007.4284697},
doi = {10.1109/ICME.2007.4284697},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/GuoZXF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeskovecF07,
author = {Jure Leskovec and
Christos Faloutsos},
editor = {Zoubin Ghahramani},
title = {Scalable modeling of real graphs using Kronecker multiplication},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {497--504},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273559},
doi = {10.1145/1273496.1273559},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeskovecF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/TaoSWLSMF07,
author = {Dacheng Tao and
Jimeng Sun and
Xindong Wu and
Xuelong Li and
Jialie Shen and
Stephen J. Maybank and
Christos Faloutsos},
editor = {Masumi Ishikawa and
Kenji Doya and
Hiroyuki Miyamoto and
Takeshi Yamakawa},
title = {Probabilistic Tensor Analysis with Akaike and Bayesian Information
Criteria},
booktitle = {Neural Information Processing, 14th International Conference, {ICONIP}
2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4984},
pages = {791--801},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69158-7\_82},
doi = {10.1007/978-3-540-69158-7\_82},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/TaoSWLSMF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/McGlohonLFHG07,
author = {Mary McGlohon and
Jure Leskovec and
Christos Faloutsos and
Matthew Hurst and
Natalie S. Glance},
editor = {Natalie S. Glance and
Nicolas Nicolov and
Eytan Adar and
Matthew Hurst and
Mark Liberman and
Franco Salvetti},
title = {Finding patterns in blog shapes and blog evolution},
booktitle = {Proceedings of the First International Conference on Weblogs and Social
Media, {ICWSM} 2007, Boulder, Colorado, USA, March 26-28, 2007},
year = {2007},
url = {http://www.icwsm.org/papers/paper18.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/McGlohonLFHG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ChakrabartiLFMGF07,
author = {Deepayan Chakrabarti and
Jure Leskovec and
Christos Faloutsos and
Samuel Madden and
Carlos Guestrin and
Michalis Faloutsos},
title = {Information Survival Threshold in Sensor and {P2P} Networks},
booktitle = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
6-12 May 2007, Anchorage, Alaska, {USA}},
pages = {1316--1324},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/INFCOM.2007.156},
doi = {10.1109/INFCOM.2007.156},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ChakrabartiLFMGF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoZXF07,
author = {Zhen Guo and
Zhongfei Zhang and
Eric P. Xing and
Christos Faloutsos},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Enhanced max margin learning on multimodal data mining in a multimedia
database},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {340--349},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281231},
doi = {10.1145/1281192.1281231},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GuoZXF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecKGFVG07,
author = {Jure Leskovec and
Andreas Krause and
Carlos Guestrin and
Christos Faloutsos and
Jeanne M. VanBriesen and
Natalie S. Glance},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Cost-effective outbreak detection in networks},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {420--429},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281239},
doi = {10.1145/1281192.1281239},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecKGFVG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunFPY07,
author = {Jimeng Sun and
Christos Faloutsos and
Spiros Papadimitriou and
Philip S. Yu},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {GraphScope: parameter-free mining of large time-evolving graphs},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {687--696},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281266},
doi = {10.1145/1281192.1281266},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunFPY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TongFGE07,
author = {Hanghang Tong and
Christos Faloutsos and
Brian Gallagher and
Tina Eliassi{-}Rad},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Fast best-effort pattern matching in large attributed graphs},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {737--746},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281271},
doi = {10.1145/1281192.1281271},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TongFGE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TongFK07,
author = {Hanghang Tong and
Christos Faloutsos and
Yehuda Koren},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Fast direction-aware proximity for graph mining},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {747--756},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281272},
doi = {10.1145/1281192.1281272},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TongFK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunXZF07,
author = {Jimeng Sun and
Yinglian Xie and
Hui Zhang and
Christos Faloutsos},
title = {Less is More: Compact Matrix Decomposition for Large Sparse Graphs},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {366--377},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.33},
doi = {10.1137/1.9781611972771.33},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SunXZF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeskovecMFGH07,
author = {Jure Leskovec and
Mary McGlohon and
Christos Faloutsos and
Natalie S. Glance and
Matthew Hurst},
title = {Patterns of Cascading Behavior in Large Blog Graphs},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {551--556},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.60},
doi = {10.1137/1.9781611972771.60},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeskovecMFGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/FaloutsosHP07,
author = {Christos Faloutsos and
Jessica K. Hodgins and
Nancy S. Pollard},
editor = {Sara McMains and
Peter{-}Pike Sloan},
title = {Database techniques with motion capture},
booktitle = {International Conference on Computer Graphics and Interactive Techniques,
{SIGGRAPH} 2007, San Diego, California, USA, August 5-9, 2007, Courses},
pages = {1},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281500.1281636},
doi = {10.1145/1281500.1281636},
timestamp = {Fri, 12 Mar 2021 11:05:08 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/FaloutsosHP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FaloutsosKS07,
author = {Christos Faloutsos and
Tamara G. Kolda and
Jimeng Sun},
editor = {Chee Yong Chan and
Beng Chin Ooi and
Aoying Zhou},
title = {Mining large graphs and streams using matrix and tensor tools},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Beijing, China, June 12-14, 2007},
pages = {1174},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1247480.1247647},
doi = {10.1145/1247480.1247647},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FaloutsosKS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/VieiraTTAF07,
author = {Marcos R. Vieira and
Caetano Traina Jr. and
Agma J. M. Traina and
Adriano S. Arantes and
Christos Faloutsos},
title = {Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii},
booktitle = {19th International Conference on Scientific and Statistical Database
Management, {SSDBM} 2007, 9-11 July 2007, Banff, Canada, Proceedings},
pages = {10},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/SSDBM.2007.5},
doi = {10.1109/SSDBM.2007.5},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssdbm/VieiraTTAF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/Faloutsos07,
author = {Christos Faloutsos},
editor = {Guozhu Dong and
Xuemin Lin and
Wei Wang and
Yun Yang and
Jeffrey Xu Yu},
title = {Data Mining Using Fractals and Power Laws},
booktitle = {Advances in Data and Web Management, Joint 9th Asia-Pacific Web Conference,
APWeb 2007, and 8th International Conference, on Web-Age Information
Management, {WAIM} 2007, Huang Shan, China, June 16-18, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4505},
pages = {1},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72524-4\_1},
doi = {10.1007/978-3-540-72524-4\_1},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
biburl = {https://dblp.org/rec/conf/waim/Faloutsos07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PanditCWF07,
author = {Shashank Pandit and
Duen Horng Chau and
Samuel Wang and
Christos Faloutsos},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Netprobe: a fast and scalable system for fraud detection in online
auction networks},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {201--210},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242600},
doi = {10.1145/1242572.1242600},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PanditCWF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChauPWF07,
author = {Duen Horng Chau and
Shashank Pandit and
Samuel Wang and
Christos Faloutsos},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Parallel crawling for online social networks},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {1283--1284},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242809},
doi = {10.1145/1242572.1242809},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChauPWF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/PapadimitriouSF07,
author = {Spiros Papadimitriou and
Jimeng Sun and
Christos Faloutsos},
editor = {Charu C. Aggarwal},
title = {Dimensionality Reduction and Forecasting on Streams},
booktitle = {Data Streams - Models and Algorithms},
series = {Advances in Database Systems},
volume = {31},
pages = {261--288},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-47534-9\_12},
doi = {10.1007/978-0-387-47534-9\_12},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/PapadimitriouSF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CliftonWF07,
author = {Christopher W. Clifton and
Xindong Wu and
Christos Faloutsos},
title = {{TKDE} Guidelines for Survey Papers},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {11},
pages = {1449},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.190685},
doi = {10.1109/TKDE.2007.190685},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CliftonWF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/ChakrabartiF06,
author = {Deepayan Chakrabarti and
Christos Faloutsos},
title = {Graph mining: Laws, generators, and algorithms},
journal = {{ACM} Comput. Surv.},
volume = {38},
number = {1},
pages = {2},
year = {2006},
url = {https://doi.org/10.1145/1132952.1132954},
doi = {10.1145/1132952.1132954},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/ChakrabartiF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/TaoFP06,
author = {Yufei Tao and
Christos Faloutsos and
Dimitris Papadias},
title = {Spatial Query Estimation without the Local Uniformity Assumption},
journal = {GeoInformatica},
volume = {10},
number = {3},
pages = {261--293},
year = {2006},
url = {https://doi.org/10.1007/s10707-006-9828-7},
doi = {10.1007/S10707-006-9828-7},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/TaoFP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/SousaTTF06,
author = {Elaine P. M. de Sousa and
Agma J. M. Traina and
Caetano Traina Jr. and
Christos Faloutsos},
title = {Efficient Discovery of Unusual Patterns in Time Series},
journal = {New Gener. Comput.},
volume = {25},
number = {1},
pages = {33--60},
year = {2006},
url = {https://doi.org/10.1007/s00354-006-0003-3},
doi = {10.1007/S00354-006-0003-3},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/SousaTTF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigops/HokeSSGF06,
author = {Evan Hoke and
Jimeng Sun and
John D. Strunk and
Gregory R. Ganger and
Christos Faloutsos},
title = {InteMon: continuous mining of sensor data in large-scale self-infrastructures},
journal = {{ACM} {SIGOPS} Oper. Syst. Rev.},
volume = {40},
number = {3},
pages = {38--44},
year = {2006},
url = {https://doi.org/10.1145/1151374.1151384},
doi = {10.1145/1151374.1151384},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigops/HokeSSGF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TrainaTVAF06,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Marcos R. Vieira and
Adriano S. Arantes and
Christos Faloutsos},
editor = {Philip S. Yu and
Vassilis J. Tsotras and
Edward A. Fox and
Bing Liu},
title = {Efficient processing of complex similarity queries in {RDBMS} through
query rewriting},
booktitle = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Arlington, Virginia, USA, November 6-11,
2006},
pages = {4--13},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1183614.1183620},
doi = {10.1145/1183614.1183620},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TrainaTVAF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmsn/SunHSGF06,
author = {Jimeng Sun and
Evan Hoke and
John D. Strunk and
Gregory R. Ganger and
Christos Faloutsos},
editor = {Alexandros Labrinidis and
Samuel Madden},
title = {Intelligent system monitoring on large clusters},
booktitle = {Proceedings of the 3rd Workshop on Data Management for Sensor Networks,
in conjunction with VLDB, {DMSN} 2006, Seoul, Korea, September 11,
2006},
series = {{ACM} International Conference Proceeding Series},
pages = {47--52},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1315903.1315914},
doi = {10.1145/1315903.1315914},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmsn/SunHSGF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TongFP06,
author = {Hanghang Tong and
Christos Faloutsos and
Jia{-}Yu Pan},
title = {Fast Random Walk with Restart and Its Applications},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {613--622},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.70},
doi = {10.1109/ICDM.2006.70},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TongFP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ism/RodriguesTFT06,
author = {Jos{\'{e}} Fernando Rodrigues Jr. and
Agma J. M. Traina and
Christos Faloutsos and
Caetano Traina Jr.},
title = {SuperGraph Visualization},
booktitle = {Eigth {IEEE} International Symposium on Multimedia {(ISM} 2006), 11-13
December 2006, San Diego, CA, {USA}},
pages = {227--234},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ISM.2006.143},
doi = {10.1109/ISM.2006.143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ism/RodriguesTFT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BohmFPP06,
author = {Christian B{\"{o}}hm and
Christos Faloutsos and
Jia{-}Yu Pan and
Claudia Plant},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Robust information-theoretic clustering},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {65--75},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150414},
doi = {10.1145/1150402.1150414},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BohmFPP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SunTF06,
author = {Jimeng Sun and
Dacheng Tao and
Christos Faloutsos},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Beyond streams and graphs: dynamic tensor analysis},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {374--383},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150445},
doi = {10.1145/1150402.1150445},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SunTF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TongF06,
author = {Hanghang Tong and
Christos Faloutsos},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Center-piece subgraphs: problem definition and fast solutions},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {404--413},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150448},
doi = {10.1145/1150402.1150448},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TongF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecF06,
author = {Jure Leskovec and
Christos Faloutsos},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Sampling from large graphs},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {631--636},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150479},
doi = {10.1145/1150402.1150479},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PanGBXTF06,
author = {Jia{-}Yu Pan and
Andr{\'{e}} G. R. Balan and
Eric P. Xing and
Agma J. M. Traina and
Christos Faloutsos},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Automatic mining of fruit fly embryo images},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {693--698},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150489},
doi = {10.1145/1150402.1150489},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PanGBXTF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SunPF06,
author = {Jimeng Sun and
Spiros Papadimitriou and
Christos Faloutsos},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Distributed Pattern Discovery in Multiple Streams},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {713--718},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_82},
doi = {10.1007/11731139\_82},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/SunPF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/HoSSF06,
author = {Wenyao Ho and
Asim Smailagic and
Daniel P. Siewiorek and
Christos Faloutsos},
title = {An Adaptive Two-Phase Approach to WiFi Location Sensing},
booktitle = {4th {IEEE} Conference on Pervasive Computing and Communications Workshops
(PerCom 2006 Workshops), 13-17 March 2006, Pisa, Italy},
pages = {452--456},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/PERCOMW.2006.18},
doi = {10.1109/PERCOMW.2006.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/HoSSF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChauPF06,
author = {Duen Horng Chau and
Shashank Pandit and
Christos Faloutsos},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Detecting Fraudulent Personalities in Networks of Online Auctioneers},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {103--114},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_14},
doi = {10.1007/11871637\_14},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChauPF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SousaTTF06,
author = {Elaine P. M. de Sousa and
Agma J. M. Traina and
Caetano Traina Jr. and
Christos Faloutsos},
editor = {Hisham Haddad},
title = {Evaluating the intrinsic dimension of evolving data streams},
booktitle = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
Dijon, France, April 23-27, 2006},
pages = {643--648},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1141277.1141426},
doi = {10.1145/1141277.1141426},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/SousaTTF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/Faloutsos06,
author = {Christos Faloutsos},
editor = {Grigoris Antoniou and
George Potamias and
Costas Spyropoulos and
Dimitris Plexousakis},
title = {Data Mining Using Fractals and Power Laws},
booktitle = {Advances in Artificial Intelligence, 4th Helenic Conference on AI,
{SETN} 2006, Heraklion, Crete, Greece, May 18-20, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3955},
pages = {2},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11752912\_2},
doi = {10.1007/11752912\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/setn/Faloutsos06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/RodriguesTTFL06,
author = {Jos{\'{e}} Fernando Rodrigues Jr. and
Hanghang Tong and
Agma J. M. Traina and
Christos Faloutsos and
Jure Leskovec},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {GMine: {A} System for Scalable, Interactive Graph Visualization and
Mining},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {1195--1198},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164242},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/RodriguesTTFL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/HokeSF06,
author = {Evan Hoke and
Jimeng Sun and
Christos Faloutsos},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {InteMon: Intelligent System Monitoring on Large Clusters},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {1239--1242},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164253},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/HokeSF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/WongWGF05,
author = {Angeline Wong and
Leejay Wu and
Phillip B. Gibbons and
Christos Faloutsos},
title = {Fast estimation of fractal dimension and correlation integral on stream
data},
journal = {Inf. Process. Lett.},
volume = {93},
number = {2},
pages = {91--97},
year = {2005},
url = {https://doi.org/10.1016/j.ipl.2004.09.018},
doi = {10.1016/J.IPL.2004.09.018},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/WongWGF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SunQCF05,
author = {Jimeng Sun and
Huiming Qu and
Deepayan Chakrabarti and
Christos Faloutsos},
title = {Relevance search and anomaly detection in bipartite graphs},
journal = {{SIGKDD} Explor.},
volume = {7},
number = {2},
pages = {48--55},
year = {2005},
url = {https://doi.org/10.1145/1117454.1117461},
doi = {10.1145/1117454.1117461},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/SunQCF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fast/SchlosserSPSAFG05,
author = {Steven W. Schlosser and
Jiri Schindler and
Stratos Papadomanolakis and
Minglong Shao and
Anastassia Ailamaki and
Christos Faloutsos and
Gregory R. Ganger},
editor = {Garth Gibson},
title = {On Multidimensional Data and Modern Disks},
booktitle = {Proceedings of the {FAST} '05 Conference on File and Storage Technologies,
December 13-16, 2005, San Francisco, California, {USA}},
publisher = {{USENIX}},
year = {2005},
url = {http://www.usenix.org/events/fast05/tech/schlosser.html},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fast/SchlosserSPSAFG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SakuraiPF05,
author = {Yasushi Sakurai and
Spiros Papadimitriou and
Christos Faloutsos},
editor = {Karl Aberer and
Michael J. Franklin and
Shojiro Nishio},
title = {AutoLag: Automatic Discovery of Lag Correlations in Stream Data},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {159--160},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDE.2005.24},
doi = {10.1109/ICDE.2005.24},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/SakuraiPF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/MegalooikonomouWLF05,
author = {Vasileios Megalooikonomou and
Qiang Wang and
Guo Li and
Christos Faloutsos},
editor = {Karl Aberer and
Michael J. Franklin and
Shojiro Nishio},
title = {A Multiresolution Symbolic Representation of Time Series},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {668--679},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDE.2005.10},
doi = {10.1109/ICDE.2005.10},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/MegalooikonomouWLF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SunPF05,
author = {Jimeng Sun and
Spiros Papadimitriou and
Christos Faloutsos},
editor = {Karl Aberer and
Michael J. Franklin and
Shojiro Nishio},
title = {Online Latent Variable Detection in Sensor Networks},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {1126--1127},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDE.2005.100},
doi = {10.1109/ICDE.2005.100},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/SunPF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BhattacharyaLPVYFS05,
author = {Arnab Bhattacharya and
Vebjorn Ljosa and
Jia{-}Yu Pan and
Mark R. Verardo and
Hyung{-}Jeong Yang and
Christos Faloutsos and
Ambuj K. Singh},
title = {ViVo: Visual Vocabulary Construction for Mining Biomedical Images},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {50--57},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.151},
doi = {10.1109/ICDM.2005.151},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BhattacharyaLPVYFS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PapadimitriouGTVMF05,
author = {Spiros Papadimitriou and
Aristides Gionis and
Panayiotis Tsaparas and
Risto A. V{\"{a}}is{\"{a}}nen and
Heikki Mannila and
Christos Faloutsos},
title = {Parameter-Free Spatial Data Mining Using {MDL}},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {346--353},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.117},
doi = {10.1109/ICDM.2005.117},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PapadimitriouGTVMF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunQCF05,
author = {Jimeng Sun and
Huiming Qu and
Deepayan Chakrabarti and
Christos Faloutsos},
title = {Neighborhood Formation and Anomaly Detection in Bipartite Graphs},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {418--425},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.103},
doi = {10.1109/ICDM.2005.103},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/SunQCF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuKF05,
author = {Cui Zhu and
Hiroyuki Kitagawa and
Christos Faloutsos},
title = {Example-Based Robust Outlier Detection in High Dimensional Datasets},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {829--832},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.59},
doi = {10.1109/ICDM.2005.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuKF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecKF05,
author = {Jure Leskovec and
Jon M. Kleinberg and
Christos Faloutsos},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Graphs over time: densification laws, shrinking diameters and possible
explanations},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {177--187},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081893},
doi = {10.1145/1081870.1081893},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecKF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeskovecCKF05,
author = {Jure Leskovec and
Deepayan Chakrabarti and
Jon M. Kleinberg and
Christos Faloutsos},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Realistic, Mathematically Tractable Graph Generation and Evolution,
Using Kronecker Multiplication},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {133--145},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_17},
doi = {10.1007/11564126\_17},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LeskovecCKF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/SakuraiYF05,
author = {Yasushi Sakurai and
Masatoshi Yoshikawa and
Christos Faloutsos},
editor = {Chen Li},
title = {{FTW:} fast similarity search under the time warping distance},
booktitle = {Proceedings of the Twenty-fourth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 13-15, 2005, Baltimore, Maryland,
{USA}},
pages = {326--337},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1065167.1065210},
doi = {10.1145/1065167.1065210},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pods/SakuraiYF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/Faloutsos05,
author = {Christos Faloutsos},
editor = {Carlos A. Heuser},
title = {Mining Time Series Data},
booktitle = {20{\textdegree} Simp{\'{o}}sio Brasileiro de Bancos de Dados,
3-7 de Outubro, 2005, Uberl{\^{a}}ndia, MG, Brazil, Anais/Proceedings},
pages = {4--5},
publisher = {{UFU}},
year = {2005},
timestamp = {Thu, 17 Nov 2005 08:53:39 +0100},
biburl = {https://dblp.org/rec/conf/sbbd/Faloutsos05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/SakuraiPF05,
author = {Yasushi Sakurai and
Spiros Papadimitriou and
Christos Faloutsos},
editor = {Fatma {\"{O}}zcan},
title = {{BRAID:} Stream Mining through Group Lag Correlations},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Baltimore, Maryland, USA, June 14-16, 2005},
pages = {599--610},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1066157.1066226},
doi = {10.1145/1066157.1066226},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/SakuraiPF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/MurphyF05,
author = {Robert F. Murphy and
Christos Faloutsos},
editor = {Fatma {\"{O}}zcan},
title = {Research issues in protein location image databases},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Baltimore, Maryland, USA, June 14-16, 2005},
pages = {966--967},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1066157.1066307},
doi = {10.1145/1066157.1066307},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/MurphyF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/PapadimitriouSF05,
author = {Spiros Papadimitriou and
Jimeng Sun and
Christos Faloutsos},
editor = {Klemens B{\"{o}}hm and
Christian S. Jensen and
Laura M. Haas and
Martin L. Kersten and
Per{-}{\AA}ke Larson and
Beng Chin Ooi},
title = {Streaming Pattern Discovery in Multiple Time-Series},
booktitle = {Proceedings of the 31st International Conference on Very Large Data
Bases, Trondheim, Norway, August 30 - September 2, 2005},
pages = {697--708},
publisher = {{ACM}},
year = {2005},
url = {http://www.vldb.org/archives/website/2005/program/paper/thu/p697-papadimitriou.pdf},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/PapadimitriouSF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiri/HamamotoKPF05,
author = {Masafumi Hamamoto and
Hiroyuki Kitagawa and
Jia{-}Yu Pan and
Christos Faloutsos},
title = {A Comparative Study of Feature Vector-Based Topic Detection Schemes
{A} Comparative Study of Feature Vector-Based Topic Detection Schemes},
booktitle = {2005 International Workshop on Challenges in Web Information Retrieval
and Integration {(WIRI} 2005), 8-9 April 2005, Tokyo, Japan},
pages = {122--127},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/WIRI.2005.1},
doi = {10.1109/WIRI.2005.1},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wiri/HamamotoKPF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuF05,
author = {Xindong Wu and
Christos Faloutsos},
title = {Editorial: {TKDE} Topic Area Revisions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {6},
pages = {731--733},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.94},
doi = {10.1109/TKDE.2005.94},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/KumaraswamyMF04,
author = {Krishna Kumaraswamy and
Vasileios Megalooikonomou and
Christos Faloutsos},
title = {Fractal dimension and vector quantization},
journal = {Inf. Process. Lett.},
volume = {91},
number = {3},
pages = {107--113},
year = {2004},
url = {https://doi.org/10.1016/j.ipl.2004.04.005},
doi = {10.1016/J.IPL.2004.04.005},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/KumaraswamyMF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/PapadimitriouBF04,
author = {Spiros Papadimitriou and
Anthony Brockwell and
Christos Faloutsos},
title = {Adaptive, unsupervised stream mining},
journal = {{VLDB} J.},
volume = {13},
number = {3},
pages = {222--239},
year = {2004},
url = {https://doi.org/10.1007/s00778-004-0130-8},
doi = {10.1007/S00778-004-0130-8},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/PapadimitriouBF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PanYFD04,
author = {Jia{-}Yu Pan and
Hyung{-}Jeong Yang and
Christos Faloutsos and
Pinar Duygulu},
editor = {Sadiye Guler and
Alexander G. Hauptmann and
Andreas Henrich},
title = {GCap: Graph-Based Automatic Image Captioning},
booktitle = {Proceedings {MDDE} '04, 4th International Workshop on Multimedia Data
and Document Engineering, Washington, DC, USA, July 2nd 2004},
publisher = {{IEEE} Computer Society},
year = {2004},
timestamp = {Fri, 23 Jul 2004 15:21:31 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/PanYFD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PanYFD04a,
author = {Jia{-}Yu Pan and
Hyung{-}Jeong Yang and
Christos Faloutsos and
Pinar Duygulu},
title = {GCap: Graph-based Automatic Image Captioning},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004},
pages = {146},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CVPR.2004.353},
doi = {10.1109/CVPR.2004.353},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PanYFD04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/KumaraswamyFSM04,
author = {Krishna Kumaraswamy and
Christos Faloutsos and
Guoqiang Shan and
Vasileios Megalooikonomou},
title = {Relation between Fractal Dimension and Performance of Vector Quantization},
booktitle = {2004 Data Compression Conference {(DCC} 2004), 23-25 March 2004, Snowbird,
UT, {USA}},
pages = {547},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/DCC.2004.1281523},
doi = {10.1109/DCC.2004.1281523},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/KumaraswamyFSM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/graphicsinterface/BarbicSPFHP04,
author = {Jernej Barbic and
Alla Safonova and
Jia{-}Yu Pan and
Christos Faloutsos and
Jessica K. Hodgins and
Nancy S. Pollard},
editor = {Wolfgang Heidrich and
Ravin Balakrishnan},
title = {Segmenting Motion Capture Data into Distinct Behaviors},
booktitle = {Proceedings of the Graphics Interface 2004 Conference, May 17-19,
2004, London, Ontario, Canada},
series = {{ACM} International Conference Proceeding Series},
volume = {62},
pages = {185--194},
publisher = {Canadian Human-Computer Communications Society},
year = {2004},
timestamp = {Fri, 18 Apr 2008 12:46:23 +0200},
biburl = {https://dblp.org/rec/conf/graphicsinterface/BarbicSPFHP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TaoPF04,
author = {Yufei Tao and
Dimitris Papadias and
Christos Faloutsos},
editor = {Z. Meral {\"{O}}zsoyoglu and
Stanley B. Zdonik},
title = {Approximate Temporal Aggregation},
booktitle = {Proceedings of the 20th International Conference on Data Engineering,
{ICDE} 2004, 30 March - 2 April 2004, Boston, MA, {USA}},
pages = {190--201},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDE.2004.1319996},
doi = {10.1109/ICDE.2004.1319996},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/TaoPF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PanYF04,
author = {Jia{-}Yu Pan and
Hyung{-}Jeong Yang and
Christos Faloutsos},
title = {{MMSS:} Multi-Modal Story-Oriented Video Summarization},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {491--494},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10033},
doi = {10.1109/ICDM.2004.10033},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PanYF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/PanYDF04,
author = {Jia{-}Yu Pan and
Hyung{-}Jeong Yang and
Pinar Duygulu and
Christos Faloutsos},
title = {Automatic image captioning},
booktitle = {Proceedings of the 2004 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2004, 27-30 June 2004, Taipei, Taiwan},
pages = {1987--1990},
publisher = {{IEEE} Computer Society},
year = {2004},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/PanYDF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AiroldiF04,
author = {Edoardo M. Airoldi and
Christos Faloutsos},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Recovering latent time-series from their observed sums: network tomography
with particle filters},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {30--39},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014059},
doi = {10.1145/1014052.1014059},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AiroldiF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChakrabartiPMF04,
author = {Deepayan Chakrabarti and
Spiros Papadimitriou and
Dharmendra S. Modha and
Christos Faloutsos},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Fully automatic cross-associations},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {79--88},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014064},
doi = {10.1145/1014052.1014064},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChakrabartiPMF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FaloutsosMT04,
author = {Christos Faloutsos and
Kevin S. McCurley and
Andrew Tomkins},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Fast discovery of connection subgraphs},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {118--127},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014068},
doi = {10.1145/1014052.1014068},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FaloutsosMT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PanYFD04,
author = {Jia{-}Yu Pan and
Hyung{-}Jeong Yang and
Christos Faloutsos and
Pinar Duygulu},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Automatic multimedia cross-modal correlation discovery},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {653--658},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014135},
doi = {10.1145/1014052.1014135},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PanYFD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mascots/WangAABFG04,
author = {Mengzhi Wang and
Kinman Au and
Anastassia Ailamaki and
Anthony Brockwell and
Christos Faloutsos and
Gregory R. Ganger},
editor = {Doug DeGroot and
Peter G. Harrison and
Harry A. G. Wijshoff and
Zary Segall},
title = {Storage Device Performance Prediction with {CART} Models},
booktitle = {12th International Workshop on Modeling, Analysis, and Simulation
of Computer and Telecommunication Systems {(MASCOTS} 2004), 4-8 October
2004, Vollendam, The Netherlands},
pages = {588--595},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/MASCOT.2004.1348316},
doi = {10.1109/MASCOT.2004.1348316},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mascots/WangAABFG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhuKPF04,
author = {Cui Zhu and
Hiroyuki Kitagawa and
Spiros Papadimitriou and
Christos Faloutsos},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {{OBE:} Outlier by Example},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {222--234},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_29},
doi = {10.1007/978-3-540-24775-3\_29},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhuKPF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PanKFH04,
author = {Jia{-}Yu Pan and
Hiroyuki Kitagawa and
Christos Faloutsos and
Masafumi Hamamoto},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream
and Multimedia Databases},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {519--528},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_62},
doi = {10.1007/978-3-540-24775-3\_62},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/PanKFH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChakrabartiZF04,
author = {Deepayan Chakrabarti and
Yiping Zhan and
Christos Faloutsos},
editor = {Michael W. Berry and
Umeshwar Dayal and
Chandrika Kamath and
David B. Skillicorn},
title = {{R-MAT:} {A} Recursive Model for Graph Mining},
booktitle = {Proceedings of the Fourth {SIAM} International Conference on Data
Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
pages = {442--446},
publisher = {{SIAM}},
year = {2004},
url = {https://doi.org/10.1137/1.9781611972740.43},
doi = {10.1137/1.9781611972740.43},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChakrabartiZF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/RazBSKF04,
author = {Orna Raz and
Rebecca B. Buchheit and
Mary Shaw and
Philip Koopman and
Christos Faloutsos},
editor = {Frank Maurer and
G{\"{u}}nther Ruhe},
title = {Automated Assistance for Eliciting User Expectations},
booktitle = {Proceedings of the Sixteenth International Conference on Software
Engineering {\&} Knowledge Engineering (SEKE'2004), Banff, Alberta,
Canada, June 20-24, 2004},
pages = {80--85},
year = {2004},
timestamp = {Thu, 12 Mar 2020 11:30:50 +0100},
biburl = {https://dblp.org/rec/conf/seke/RazBSKF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/WangAABFG04,
author = {Mengzhi Wang and
Kinman Au and
Anastassia Ailamaki and
Anthony Brockwell and
Christos Faloutsos and
Gregory R. Ganger},
editor = {Edward G. Coffman Jr. and
Zhen Liu and
Arif Merchant},
title = {Storage device performance prediction with {CART} models},
booktitle = {Proceedings of the International Conference on Measurements and Modeling
of Computer Systems, {SIGMETRICS} 2004, June 10-14, 2004, New York,
NY, {USA}},
pages = {412--413},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1005686.1005743},
doi = {10.1145/1005686.1005743},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/WangAABFG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TaoFPL04,
author = {Yufei Tao and
Christos Faloutsos and
Dimitris Papadias and
Bin Liu},
editor = {Gerhard Weikum and
Arnd Christian K{\"{o}}nig and
Stefan De{\ss}loch},
title = {Prediction and Indexing of Moving Objects with Unknown Motion Patterns},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Paris, France, June 13-18, 2004},
pages = {611--622},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1007568.1007637},
doi = {10.1145/1007568.1007637},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TaoFPL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Faloutsos04,
author = {Christos Faloutsos},
editor = {Gerhard Weikum and
Arnd Christian K{\"{o}}nig and
Stefan De{\ss}loch},
title = {Indexing and Mining Streams},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Paris, France, June 13-18, 2004},
pages = {969},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1007568.1007728},
doi = {10.1145/1007568.1007728},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Faloutsos04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/AgrawalBFKRS04,
author = {Rakesh Agrawal and
Roberto J. Bayardo Jr. and
Christos Faloutsos and
Jerry Kiernan and
Ralf Rantzau and
Ramakrishnan Srikant},
editor = {Mario A. Nascimento and
M. Tamer {\"{O}}zsu and
Donald Kossmann and
Ren{\'{e}}e J. Miller and
Jos{\'{e}} A. Blakeley and
K. Bernhard Schiefer},
title = {Auditing Compliance with a Hippocratic Database},
booktitle = {(e)Proceedings of the Thirtieth International Conference on Very Large
Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
2004},
pages = {516--527},
publisher = {Morgan Kaufmann},
year = {2004},
url = {http://www.vldb.org/conf/2004/RS13P2.PDF},
doi = {10.1016/B978-012088469-8.50047-4},
timestamp = {Fri, 07 Jun 2019 12:44:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/AgrawalBFKRS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/AilamakiFFSV03,
author = {Anastassia Ailamaki and
Christos Faloutsos and
Paul S. Fischbeck and
Mitchell J. Small and
Jeanne M. VanBriesen},
title = {An environmental sensor network to determine drinking water quality
and security},
journal = {{SIGMOD} Rec.},
volume = {32},
number = {4},
pages = {47--52},
year = {2003},
url = {https://doi.org/10.1145/959060.959069},
doi = {10.1145/959060.959069},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/AilamakiFFSV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/SiganosFFF03,
author = {Georgos Siganos and
Michalis Faloutsos and
Petros Faloutsos and
Christos Faloutsos},
title = {Power laws and the AS-level internet topology},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {11},
number = {4},
pages = {514--524},
year = {2003},
url = {https://doi.org/10.1109/TNET.2003.815300},
doi = {10.1109/TNET.2003.815300},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/SiganosFFF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TaoFP03,
author = {Yufei Tao and
Christos Faloutsos and
Dimitris Papadias},
title = {The power-method: a comprehensive estimation technique for multi-dimensional
queries},
booktitle = {Proceedings of the 2003 {ACM} {CIKM} International Conference on Information
and Knowledge Management, New Orleans, Louisiana, USA, November 2-8,
2003},
pages = {83--90},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956863.956881},
doi = {10.1145/956863.956881},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TaoFP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Faloutsos03,
author = {Christos Faloutsos},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Next Generation Data Mining Tools: Power Laws and Self-similarity
for Graphs, Streams and Traditional Data},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {10--15},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_3},
doi = {10.1007/978-3-540-39857-8\_3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Faloutsos03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PapadimitriouKGF03,
author = {Spiros Papadimitriou and
Hiroyuki Kitagawa and
Phillip B. Gibbons and
Christos Faloutsos},
editor = {Umeshwar Dayal and
Krithi Ramamritham and
T. M. Vijayaraman},
title = {{LOCI:} Fast Outlier Detection Using the Local Correlation Integral},
booktitle = {Proceedings of the 19th International Conference on Data Engineering,
March 5-8, 2003, Bangalore, India},
pages = {315--326},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDE.2003.1260802},
doi = {10.1109/ICDE.2003.1260802},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PapadimitriouKGF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PalmerF03,
author = {Christopher R. Palmer and
Christos Faloutsos},
editor = {Kyu{-}Young Whang and
Jongwoo Jeon and
Kyuseok Shim and
Jaideep Srivastava},
title = {Electricity Based External Similarity of Categorical Attributes},
booktitle = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia
Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2637},
pages = {486--500},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36175-8\_49},
doi = {10.1007/3-540-36175-8\_49},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/PalmerF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Faloutsos03,
author = {Christos Faloutsos},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {Next Generation Data Mining Tools: Power Laws and Self-similarity
for Graphs, Streams and Traditional Data},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {10--15},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_3},
doi = {10.1007/978-3-540-39804-2\_3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Faloutsos03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/WangCWF03,
author = {Yang Wang and
Deepayan Chakrabarti and
Chenxi Wang and
Christos Faloutsos},
title = {Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint},
booktitle = {22nd Symposium on Reliable Distributed Systems {(SRDS} 2003), 6-8
October 2003, Florence, Italy},
pages = {25--34},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/RELDIS.2003.1238052},
doi = {10.1109/RELDIS.2003.1238052},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/srds/WangCWF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/PapadimitriouF03,
author = {Spiros Papadimitriou and
Christos Faloutsos},
editor = {Thanasis Hadzilacos and
Yannis Manolopoulos and
John F. Roddick and
Yannis Theodoridis},
title = {Cross-Outlier Detection},
booktitle = {Advances in Spatial and Temporal Databases, 8th International Symposium,
{SSTD} 2003, Santorini Island, Greece, July 24-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2750},
pages = {199--213},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45072-6\_12},
doi = {10.1007/978-3-540-45072-6\_12},
timestamp = {Sun, 25 Oct 2020 22:55:02 +0100},
biburl = {https://dblp.org/rec/conf/ssd/PapadimitriouF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/PapadimitriouBF03,
author = {Spiros Papadimitriou and
Anthony Brockwell and
Christos Faloutsos},
editor = {Johann Christoph Freytag and
Peter C. Lockemann and
Serge Abiteboul and
Michael J. Carey and
Patricia G. Selinger and
Andreas Heuer},
title = {Adaptive, Hands-Off Stream Mining},
booktitle = {Proceedings of 29th International Conference on Very Large Data Bases,
{VLDB} 2003, Berlin, Germany, September 9-12, 2003},
pages = {560--571},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://www.vldb.org/conf/2003/papers/S17P03.pdf},
doi = {10.1016/B978-012722442-8/50056-2},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/PapadimitriouBF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2003,
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
publisher = {{ACM}},
year = {2003},
isbn = {1-58113-737-0},
timestamp = {Thu, 07 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/SmythPF02,
author = {Padhraic Smyth and
Daryl Pregibon and
Christos Faloutsos},
title = {Data-driven evolution of data mining algorithms},
journal = {Commun. {ACM}},
volume = {45},
number = {8},
pages = {33--37},
year = {2002},
url = {https://doi.org/10.1145/545151.545175},
doi = {10.1145/545151.545175},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/SmythPF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/GeorgiadisTF02,
author = {Costas Georgiadis and
Peter Triantafillou and
Christos Faloutsos},
title = {Fundamentals of Scheduling and Performance of Video Tape Libraries},
journal = {Multim. Tools Appl.},
volume = {18},
number = {2},
pages = {137--158},
year = {2002},
url = {https://doi.org/10.1023/A:1016207026242},
doi = {10.1023/A:1016207026242},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/GeorgiadisTF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/WangAF02,
author = {Mengzhi Wang and
Anastassia Ailamaki and
Christos Faloutsos},
title = {Capturing the spatio-temporal behavior of real traffic data},
journal = {Perform. Evaluation},
volume = {49},
number = {1/4},
pages = {147--163},
year = {2002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/WangAF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AdibiF02,
author = {Jafar Adibi and
Christos Faloutsos},
title = {{KDD-2002} Workshop Report Fractals and Self-similarity in Data Mining:
Issues and Approaches},
journal = {{SIGKDD} Explor.},
volume = {4},
number = {2},
pages = {115--117},
year = {2002},
url = {https://doi.org/10.1145/772862.772885},
doi = {10.1145/772862.772885},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AdibiF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TrainaTFS02,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Christos Faloutsos and
Bernhard Seeger},
title = {Fast Indexing and Visualization of Metric Data Sets using Slim-Trees},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {14},
number = {2},
pages = {244--260},
year = {2002},
url = {https://doi.org/10.1109/69.991715},
doi = {10.1109/69.991715},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TrainaTFS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PetrakisFL02,
author = {Euripides G. M. Petrakis and
Christos Faloutsos and
King{-}Ip Lin},
title = {ImageMap: An Image Indexing Method Based on Spatial Similarity},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {14},
number = {5},
pages = {979--987},
year = {2002},
url = {https://doi.org/10.1109/TKDE.2002.1033768},
doi = {10.1109/TKDE.2002.1033768},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PetrakisFL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChakrabartiF02,
author = {Deepayan Chakrabarti and
Christos Faloutsos},
title = {{F4:} large-scale automated forecasting using fractals},
booktitle = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
pages = {2--9},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/584792.584797},
doi = {10.1145/584792.584797},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChakrabartiF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Faloutsos02,
author = {Christos Faloutsos},
title = {Future directions in data mining: streams, networks, self-similarity
and power laws},
booktitle = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
pages = {93},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/584792.584794},
doi = {10.1145/584792.584794},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Faloutsos02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TrainaTFF02,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Roberto F. Santos Filho and
Christos Faloutsos},
title = {How to improve the pruning ability of dynamic metric access methods},
booktitle = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
pages = {219--226},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/584792.584831},
doi = {10.1145/584792.584831},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TrainaTFF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PanF02,
author = {Jia{-}Yu Pan and
Christos Faloutsos},
title = {"GeoPlot": spatial data mining on video libraries},
booktitle = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
pages = {405--412},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/584792.584859},
doi = {10.1145/584792.584859},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/PanF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/KangFLS02,
author = {Myoung{-}Ah Kang and
Christos Faloutsos and
Robert Laurini and
Sylvie Servigne},
editor = {Christian S. Jensen and
Keith G. Jeffery and
Jaroslav Pokorn{\'{y}} and
Simonas Saltenis and
Elisa Bertino and
Klemens B{\"{o}}hm and
Matthias Jarke},
title = {Indexing Values in Continuous Field Databases},
booktitle = {Advances in Database Technology - {EDBT} 2002, 8th International Conference
on Extending Database Technology, Prague, Czech Republic, March 25-27,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2287},
pages = {197--214},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45876-X\_14},
doi = {10.1007/3-540-45876-X\_14},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/KangFLS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/PanSF02,
author = {Jia{-}Yu Pan and
Srinivasan Seshan and
Christos Faloutsos},
title = {FastCARS: fast, correlation-aware sampling for network data mining},
booktitle = {Proceedings of the Global Telecommunications Conference, 2002. {GLOBECOM}
'02, Taipei, Taiwan, 17-21 November, 2002},
pages = {2155--2159},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/GLOCOM.2002.1189013},
doi = {10.1109/GLOCOM.2002.1189013},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/PanSF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icadl/PanF02,
author = {Jia{-}Yu Pan and
Christos Faloutsos},
editor = {Ee{-}Peng Lim and
Schubert Foo and
Christopher S. G. Khoo and
Hsinchun Chen and
Edward A. Fox and
Shalini R. Urs and
Costantino Thanos},
title = {VideoCube: {A} Novel Tool for Video Mining and Classification},
booktitle = {Digital Libraries: People, Knowledge, and Technology, 5th International
Conference on Asian Digital Libraries, {ICADL} 2002 Singapore, December
11-14, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2555},
pages = {194--205},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36227-4\_20},
doi = {10.1007/3-540-36227-4\_20},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icadl/PanF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangCPFM02,
author = {Mengzhi Wang and
Ngai Hang Chan and
Spiros Papadimitriou and
Christos Faloutsos and
Tara M. Madhyastha},
editor = {Rakesh Agrawal and
Klaus R. Dittrich},
title = {Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling
Bursty Traffic},
booktitle = {Proceedings of the 18th International Conference on Data Engineering,
San Jose, CA, USA, February 26 - March 1, 2002},
pages = {507--516},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDE.2002.994770},
doi = {10.1109/ICDE.2002.994770},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/WangCPFM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isdb/BarioniBFRMT02,
author = {Maria Camila Nardini Barioni and
Elis{\^{a}}ngela Botelho and
Christos Faloutsos and
Humberto Luiz Razente and
Agma J. M. Traina and
Caetano Traina Jr.},
editor = {Yasushi Kiyoki and
Masatoshi Yoshikawa and
Katsumi Tanaka},
title = {Data Visualization in {RDBMS}},
booktitle = {Information Systems and Databases {(ISDB} 2002), Proceedings of the
{IASTED} International Conference, September 25-27, 2002, Tokyo, Japan},
pages = {264--269},
publisher = {Acta Press},
year = {2002},
timestamp = {Fri, 15 Oct 2004 14:44:08 +0200},
biburl = {https://dblp.org/rec/conf/isdb/BarioniBFRMT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PalmerGF02,
author = {Christopher R. Palmer and
Phillip B. Gibbons and
Christos Faloutsos},
title = {{ANF:} a fast and scalable tool for data mining in massive graphs},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {81--90},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775059},
doi = {10.1145/775047.775059},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PalmerGF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuF02,
author = {Leejay Wu and
Christos Faloutsos},
title = {Making every bit count: fast nonlinear axis scaling},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {664--669},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775146},
doi = {10.1145/775047.775146},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/Faloutsos02,
author = {Christos Faloutsos},
title = {Sensor Data Mining: Similarity Search and Pattern Analysis},
booktitle = {Proceedings of 28th International Conference on Very Large Data Bases,
{VLDB} 2002, Hong Kong, August 20-23, 2002},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Thu, 06 Jun 2019 13:25:09 +0200},
biburl = {https://dblp.org/rec/conf/vldb/Faloutsos02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/RiedelFGN01,
author = {Erik Riedel and
Christos Faloutsos and
Garth A. Gibson and
David Nagle},
title = {Active Disks for Large-Scale Data Processing},
journal = {Computer},
volume = {34},
number = {6},
pages = {68--74},
year = {2001},
url = {https://doi.org/10.1109/2.928624},
doi = {10.1109/2.928624},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/RiedelFGN01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/MontgomeryF01,
author = {Alan L. Montgomery and
Christos Faloutsos},
title = {Identifying Web Browsing Trends and Patterns},
journal = {Computer},
volume = {34},
number = {7},
pages = {94--95},
year = {2001},
url = {https://doi.org/10.1109/2.933515},
doi = {10.1109/2.933515},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/MontgomeryF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/WuFSP01,
author = {Leejay Wu and
Christos Faloutsos and
Katia P. Sycara and
Terry R. Payne},
title = {Multimedia Queries by Example and Relevance Feedback},
journal = {{IEEE} Data Eng. Bull.},
volume = {24},
number = {3},
pages = {14--21},
year = {2001},
url = {http://sites.computer.org/debull/A01SEP-CD.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/WuFSP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KornPF01,
author = {Flip Korn and
Bernd{-}Uwe Pagel and
Christos Faloutsos},
title = {On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {13},
number = {1},
pages = {96--111},
year = {2001},
url = {https://doi.org/10.1109/69.908983},
doi = {10.1109/69.908983},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KornPF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MoonJFS01,
author = {Bongki Moon and
H. V. Jagadish and
Christos Faloutsos and
Joel H. Saltz},
title = {Analysis of the Clustering Properties of the Hilbert Space-Filling
Curve},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {13},
number = {1},
pages = {124--141},
year = {2001},
url = {https://doi.org/10.1109/69.908985},
doi = {10.1109/69.908985},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/MoonJFS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ProiettiF01,
author = {Guido Proietti and
Christos Faloutsos},
title = {Accurate Modeling of Region Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {13},
number = {6},
pages = {874--883},
year = {2001},
url = {https://doi.org/10.1109/69.971184},
doi = {10.1109/69.971184},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ProiettiF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/FilhoTTF01,
author = {Roberto F. Santos Filho and
Agma J. M. Traina and
Caetano Traina Jr. and
Christos Faloutsos},
editor = {Dimitrios Georgakopoulos and
Alexander Buchmann},
title = {Similarity Search without Tears: The {OMNI} Family of All-purpose
Access Methods},
booktitle = {Proceedings of the 17th International Conference on Data Engineering,
April 2-6, 2001, Heidelberg, Germany},
pages = {623--630},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDE.2001.914877},
doi = {10.1109/ICDE.2001.914877},
timestamp = {Fri, 15 Mar 2024 12:30:44 +0100},
biburl = {https://dblp.org/rec/conf/icde/FilhoTTF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/PanFV01,
author = {Jia{-}Yu Pan and
Christos Faloutsos},
title = {VideoGraph: a new tool for video mining and classification},
booktitle = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2001, Roanoke,
Virginia, USA, June 24-28, 2001, Proceedings},
pages = {116--117},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/379437.379462},
doi = {10.1145/379437.379462},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/PanFV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BiFK01,
author = {Zhiqiang Bi and
Christos Faloutsos and
Flip Korn},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {The "DGX" distribution for mining massive, skewed data},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {17--26},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502521},
doi = {10.1145/502512.502521},
timestamp = {Tue, 01 Jun 2021 15:21:34 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BiFK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TrainaTPF01,
author = {Agma J. M. Traina and
Caetano Traina Jr. and
Spiros Papadimitriou and
Christos Faloutsos},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {Tri-plots: scalable tools for multidimensional data mining},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {184--193},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502538},
doi = {10.1145/502512.502538},
timestamp = {Mon, 22 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TrainaTPF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/MargaritisFT01,
author = {Dimitris Margaritis and
Christos Faloutsos and
Sebastian Thrun},
editor = {Peter M. G. Apers and
Paolo Atzeni and
Stefano Ceri and
Stefano Paraboschi and
Kotagiri Ramamohanarao and
Richard T. Snodgrass},
title = {NetCube: {A} Scalable Tool for Fast Data Mining and Compression},
booktitle = {{VLDB} 2001, Proceedings of 27th International Conference on Very
Large Data Bases, September 11-14, 2001, Roma, Italy},
pages = {311--320},
publisher = {Morgan Kaufmann},
year = {2001},
url = {http://www.vldb.org/conf/2001/P311.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/MargaritisFT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/RossFLOSSVW00,
author = {Kenneth A. Ross and
Christos Faloutsos and
Alon Y. Levy and
Patrick E. O'Neil and
Eric Simon and
Divesh Srivastava and
Victor Vianu and
Gerhard Weikum},
title = {Reminiscences on Influential Papers},
journal = {{SIGMOD} Rec.},
volume = {29},
number = {1},
pages = {52--65},
year = {2000},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/RossFLOSSVW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ProiettiF00,
author = {Guido Proietti and
Christos Faloutsos},
title = {Analysis of Range Queries and Self-Spatial Join Queries on Real Region
Datasets Stored Using an R-Tree},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {12},
number = {5},
pages = {751--762},
year = {2000},
url = {https://doi.org/10.1109/69.877506},
doi = {10.1109/69.877506},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ProiettiF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/KornLKF00,
author = {Flip Korn and
Alexandros Labrinidis and
Yannis Kotidis and
Christos Faloutsos},
title = {Quantifiable Data Mining Using Ratio Rules},
journal = {{VLDB} J.},
volume = {8},
number = {3-4},
pages = {254--266},
year = {2000},
url = {https://doi.org/10.1007/s007780050007},
doi = {10.1007/S007780050007},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/KornLKF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/TrainaTSF00,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Bernhard Seeger and
Christos Faloutsos},
editor = {Carlo Zaniolo and
Peter C. Lockemann and
Marc H. Scholl and
Torsten Grust},
title = {Slim-Trees: High Performance Metric Trees Minimizing Overlap Between
Nodes},
booktitle = {Advances in Database Technology - {EDBT} 2000, 7th International Conference
on Extending Database Technology, Konstanz, Germany, March 27-31,
2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1777},
pages = {51--65},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-46439-5\_4},
doi = {10.1007/3-540-46439-5\_4},
timestamp = {Thu, 23 Jun 2022 19:56:44 +0200},
biburl = {https://dblp.org/rec/conf/edbt/TrainaTSF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YiSJJFB00,
author = {Byoung{-}Kee Yi and
Nikolaos D. Sidiropoulos and
Theodore Johnson and
H. V. Jagadish and
Christos Faloutsos and
Alexandros Biliris},
editor = {David B. Lomet and
Gerhard Weikum},
title = {Online Data Mining for Co-Evolving Time Sequences},
booktitle = {Proceedings of the 16th International Conference on Data Engineering,
San Diego, California, USA, February 28 - March 3, 2000},
pages = {13--22},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICDE.2000.839383},
doi = {10.1109/ICDE.2000.839383},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YiSJJFB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TrainaTF00,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Christos Faloutsos},
editor = {David B. Lomet and
Gerhard Weikum},
title = {Distance Exponent: {A} New Concept for Selectivity Estimation in Metric
Trees},
booktitle = {Proceedings of the 16th International Conference on Data Engineering,
San Diego, California, USA, February 28 - March 3, 2000},
pages = {195},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICDE.2000.839409},
doi = {10.1109/ICDE.2000.839409},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/TrainaTF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PagelKF00,
author = {Bernd{-}Uwe Pagel and
Flip Korn and
Christos Faloutsos},
editor = {David B. Lomet and
Gerhard Weikum},
title = {Deflating the Dimensionality Curse Using Multiple Fractal Dimensions},
booktitle = {Proceedings of the 16th International Conference on Data Engineering,
San Diego, California, USA, February 28 - March 3, 2000},
pages = {589--598},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICDE.2000.839457},
doi = {10.1109/ICDE.2000.839457},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PagelKF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/TrainaTWF00,
author = {Caetano Traina Jr. and
Agma J. M. Traina and
Leejay Wu and
Christos Faloutsos},
editor = {Karin Becker and
Adriano Augusto de Souza and
Damires Yluska de Souza Fernandes and
Daniela Coelho Freire Batista},
title = {Fast Feature Selection Using Fractal Dimension},
booktitle = {{XV} Simp{\'{o}}sio Brasileiro de Banco de Dados, 2-4 Outubro
2000, Jo{\~{a}}o Pessoa, Para{\'{\i}}ba, Brasil, Anais},
pages = {158--171},
publisher = {{CEFET-PB}},
year = {2000},
timestamp = {Mon, 06 Oct 2003 10:47:11 +0200},
biburl = {https://dblp.org/rec/conf/sbbd/TrainaTWF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/RiedelFGN00,
author = {Erik Riedel and
Christos Faloutsos and
Gregory R. Ganger and
David Nagle},
editor = {Weidong Chen and
Jeffrey F. Naughton and
Philip A. Bernstein},
title = {Data Mining on an {OLTP} System (Nearly) for Free},
booktitle = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on
Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},
pages = {13--21},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/342009.335375},
doi = {10.1145/342009.335375},
timestamp = {Fri, 12 Mar 2021 14:14:34 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/RiedelFGN00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/PalmerF00,
author = {Christopher R. Palmer and
Christos Faloutsos},
editor = {Weidong Chen and
Jeffrey F. Naughton and
Philip A. Bernstein},
title = {Density Biased Sampling: An Improved Method for Data Mining and Clustering},
booktitle = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on
Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},
pages = {82--92},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/342009.335384},
doi = {10.1145/342009.335384},
timestamp = {Fri, 12 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/PalmerF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FaloutsosSTT00,
author = {Christos Faloutsos and
Bernhard Seeger and
Agma J. M. Traina and
Caetano Traina Jr.},
editor = {Weidong Chen and
Jeffrey F. Naughton and
Philip A. Bernstein},
title = {Spatial Join Selectivity Using Power Laws},
booktitle = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on
Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},
pages = {177--188},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/342009.335412},
doi = {10.1145/342009.335412},
timestamp = {Fri, 12 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/FaloutsosSTT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vdb/Faloutsos00,
author = {Christos Faloutsos},
editor = {Hiroshi Arisawa and
Tiziana Catarci},
title = {Searching, Data Mining and Visualization of Multimedia Data},
booktitle = {Advances in Visual Information Management, proceedings of the Fifth
Working Conference on Visual Database Systems (VDB5), Fukuoka, Japan,
May 10-12, 2000},
series = {{IFIP} Conference Proceedings},
volume = {168},
pages = {141},
publisher = {Kluwer},
year = {2000},
timestamp = {Wed, 17 Jul 2002 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vdb/Faloutsos00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/WuFSP00,
author = {Leejay Wu and
Christos Faloutsos and
Katia P. Sycara and
Terry R. Payne},
editor = {Amr El Abbadi and
Michael L. Brodie and
Sharma Chakravarthy and
Umeshwar Dayal and
Nabil Kamel and
Gunter Schlageter and
Kyu{-}Young Whang},
title = {{FALCON:} Feedback Adaptive Loop for Content-Based Retrieval},
booktitle = {{VLDB} 2000, Proceedings of 26th International Conference on Very
Large Data Bases, September 10-14, 2000, Cairo, Egypt},
pages = {297--306},
publisher = {Morgan Kaufmann},
year = {2000},
url = {http://www.vldb.org/conf/2000/P297.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/WuFSP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/YiF00,
author = {Byoung{-}Kee Yi and
Christos Faloutsos},
editor = {Amr El Abbadi and
Michael L. Brodie and
Sharma Chakravarthy and
Umeshwar Dayal and
Nabil Kamel and
Gunter Schlageter and
Kyu{-}Young Whang},
title = {Fast Time Sequence Indexing for Arbitrary Lp Norms},
booktitle = {{VLDB} 2000, Proceedings of 26th International Conference on Very
Large Data Bases, September 10-14, 2000, Cairo, Egypt},
pages = {385--394},
publisher = {Morgan Kaufmann},
year = {2000},
url = {http://www.vldb.org/conf/2000/P385.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/YiF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/ThrunFMW99,
author = {Sebastian Thrun and
Christos Faloutsos and
Tom M. Mitchell and
Larry A. Wasserman},
title = {Automated Learning and Discovery State-of-the-Art and Research Topics
in a Rapidly Growing Field},
journal = {{AI} Mag.},
volume = {20},
number = {3},
pages = {78--82},
year = {1999},
url = {https://doi.org/10.1609/aimag.v20i3.1468},
doi = {10.1609/AIMAG.V20I3.1468},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/ThrunFMW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ProiettiF99,
author = {Guido Proietti and
Christos Faloutsos},
editor = {Masaru Kitsuregawa and
Michael P. Papazoglou and
Calton Pu},
title = {{I/O} Complexity for Range Queries on Region Data Stored Using an
R-tree},
booktitle = {Proceedings of the 15th International Conference on Data Engineering,
Sydney, Australia, March 23-26, 1999},
pages = {628--635},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICDE.1999.754979},
doi = {10.1109/ICDE.1999.754979},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ProiettiF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MadhyasthaGF99,
author = {Tara M. Madhyastha and
Garth A. Gibson and
Christos Faloutsos},
title = {Informed Prefetching of Collective Input/Output Requests},
booktitle = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1999,
November 13-19, 1999, Portland, Oregon, {USA}},
pages = {13},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/331532.331545},
doi = {10.1145/331532.331545},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/MadhyasthaGF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/FaloutsosFF99,
author = {Michalis Faloutsos and
Petros Faloutsos and
Christos Faloutsos},
editor = {Lyman Chapin and
James P. G. Sterbenz and
Guru M. Parulkar and
Jonathan S. Turner},
title = {On Power-law Relationships of the Internet Topology},
booktitle = {Proceedings of the {ACM} {SIGCOMM} 1999 Conference on Applications,
Technologies, Architectures, and Protocols for Computer Communication,
August 30 - September 3, 1999, Cambridge, Massachusetts, {USA}},
pages = {251--262},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/316188.316229},
doi = {10.1145/316188.316229},
timestamp = {Wed, 21 Jul 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/FaloutsosFF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/99,
editor = {Alex Delis and
Christos Faloutsos and
Shahram Ghandeharizadeh},
title = {{SIGMOD} 1999, Proceedings {ACM} {SIGMOD} International Conference
on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania,
{USA}},
publisher = {{ACM} Press},
year = {1999},
url = {https://doi.org/10.1145/304182},
doi = {10.1145/304182},
isbn = {1-58113-084-8},
timestamp = {Fri, 12 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/TriantafillouF98,
author = {Peter Triantafillou and
Christos Faloutsos},
title = {Overlay Striping and Optimal Parallel {I/O} for Modern Applications},
journal = {Parallel Comput.},
volume = {24},
number = {1},
pages = {21--43},
year = {1998},
url = {https://doi.org/10.1016/S0167-8191(97)00115-4},
doi = {10.1016/S0167-8191(97)00115-4},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pc/TriantafillouF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KumarTF98,
author = {Anil Kumar and
Vassilis J. Tsotras and
Christos Faloutsos},
title = {Designing Access Methods for Bitemporal Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {10},
number = {1},
pages = {1--20},
year = {1998},
url = {https://doi.org/10.1109/69.667079},
doi = {10.1109/69.667079},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KumarTF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KornSFSP98,
author = {Flip Korn and
Nikolaos D. Sidiropoulos and
Christos Faloutsos and
Eliot L. Siegel and
Zenon Protopapas},
title = {Fast and Effective Retrieval of Medical Tumor Shapes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {10},
number = {6},
pages = {889--904},
year = {1998},
url = {https://doi.org/10.1109/69.738356},
doi = {10.1109/69.738356},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/KornSFSP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/BelussiF98,
author = {Alberto Belussi and
Christos Faloutsos},
title = {Self-Spacial Join Selectivity Estimation Using Fractal Concepts},
journal = {{ACM} Trans. Inf. Syst.},
volume = {16},
number = {2},
pages = {161--201},
year = {1998},
url = {https://doi.org/10.1145/279339.279342},
doi = {10.1145/279339.279342},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/BelussiF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ProviettiF98,
author = {Guido Proietti and
Christos Faloutsos},
editor = {Georges Gardarin and
James C. French and
Niki Pissinou and
Kia Makki and
Luc Bouganim},
title = {Selectivity Estimation of Window Queries},
booktitle = {Proceedings of the 1998 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Bethesda, Maryland, USA, November 3-7, 1998},
pages = {340--347},
publisher = {{ACM}},
year = {1998},
url = {https://doi.org/10.1145/288627.288675},
doi = {10.1145/288627.288675},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ProviettiF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GongPF98,
author = {Yihong Gong and
Guido Proietti and
Christos Faloutsos},
title = {Image Indexing and Retrieval Based on Human Perceptual Color Clustering},
booktitle = {1998 Conference on Computer Vision and Pattern Recognition {(CVPR}
'98), June 23-25, 1998, Santa Barbara, CA, {USA}},
pages = {578--583},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/CVPR.1998.698664},
doi = {10.1109/CVPR.1998.698664},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GongPF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YiJF98,
author = {Byoung{-}Kee Yi and
H. V. Jagadish and
Christos Faloutsos},
editor = {Susan Darling Urban and
Elisa Bertino},
title = {Efficient Retrieval of Similar Time Sequences Under Time Warping},
booktitle = {Proceedings of the Fourteenth International Conference on Data Engineering,
Orlando, Florida, USA, February 23-27, 1998},
pages = {201--208},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICDE.1998.655778},
doi = {10.1109/ICDE.1998.655778},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YiJF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieSR/KoblaDF98,
author = {Vikrant Kobla and
David S. Doermann and
Christos Faloutsos},
editor = {Ishwar K. Sethi and
Ramesh C. Jain},
title = {Developing High-Level Representations of Video Clips using VideoTrails},
booktitle = {Storage and Retrieval for Image and Video Databases VI, San Jose,
CA, USA, January 28-30, 1998},
series = {{SPIE} Proceedings},
volume = {3312},
pages = {81--92},
publisher = {{SPIE}},
year = {1998},
url = {https://doi.org/10.1117/12.298472},
doi = {10.1117/12.298472},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spieSR/KoblaDF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/RiedelGF98,
author = {Erik Riedel and
Garth A. Gibson and
Christos Faloutsos},
editor = {Ashish Gupta and
Oded Shmueli and
Jennifer Widom},
title = {Active Storage for Large-Scale Data Mining and Multimedia},
booktitle = {VLDB'98, Proceedings of 24rd International Conference on Very Large
Data Bases, August 24-27, 1998, New York City, New York, {USA}},
pages = {62--73},
publisher = {Morgan Kaufmann},
year = {1998},
url = {http://www.vldb.org/conf/1998/p062.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/RiedelGF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/IshikawaSF98,
author = {Yoshiharu Ishikawa and
Ravishankar Subramanya and
Christos Faloutsos},
editor = {Ashish Gupta and
Oded Shmueli and
Jennifer Widom},
title = {MindReader: Querying Databases Through Multiple Examples},
booktitle = {VLDB'98, Proceedings of 24rd International Conference on Very Large
Data Bases, August 24-27, 1998, New York City, New York, {USA}},
pages = {218--227},
publisher = {Morgan Kaufmann},
year = {1998},
url = {http://www.vldb.org/conf/1998/p218.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/IshikawaSF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/KornLKF98,
author = {Flip Korn and
Alexandros Labrinidis and
Yannis Kotidis and
Christos Faloutsos},
editor = {Ashish Gupta and
Oded Shmueli and
Jennifer Widom},
title = {Ratio Rules: {A} New Paradigm for Fast, Quantifiable Data Mining},
booktitle = {VLDB'98, Proceedings of 24rd International Conference on Very Large
Data Bases, August 24-27, 1998, New York City, New York, {USA}},
pages = {582--593},
publisher = {Morgan Kaufmann},
year = {1998},
timestamp = {Wed, 29 Mar 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/KornLKF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/mk/ZanioloCFSSZ97,
author = {Carlo Zaniolo and
Stefano Ceri and
Christos Faloutsos and
Richard T. Snodgrass and
V. S. Subrahmanian and
Roberto V. Zicari},
title = {Advanced Database Systems},
publisher = {Morgan Kaufmann},
year = {1997},
isbn = {1-55860-443-X},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/mk/ZanioloCFSSZ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/BarbaraDFHHIJJNPRS97,
author = {Daniel Barbar{\'{a}} and
William DuMouchel and
Christos Faloutsos and
Peter J. Haas and
Joseph M. Hellerstein and
Yannis E. Ioannidis and
H. V. Jagadish and
Theodore Johnson and
Raymond T. Ng and
Viswanath Poosala and
Kenneth A. Ross and
Kenneth C. Sevcik},
title = {The New Jersey Data Reduction Report},
journal = {{IEEE} Data Eng. Bull.},
volume = {20},
number = {4},
pages = {3--45},
year = {1997},
url = {http://sites.computer.org/debull/97DEC-CD.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/BarbaraDFHHIJJNPRS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/FaloutsosK97,
author = {Christos Faloutsos and
Ibrahim Kamel},
title = {Relaxing the Uniformity and Independence Assumptions Using the Concept
of Fractal Dimension},
journal = {J. Comput. Syst. Sci.},
volume = {55},
number = {2},
pages = {229--240},
year = {1997},
url = {https://doi.org/10.1006/jcss.1997.1522},
doi = {10.1006/JCSS.1997.1522},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/FaloutsosK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FaloutsosJM97,
author = {Christos Faloutsos and
H. V. Jagadish and
Yannis Manolopoulos},
title = {Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary
Hyperectangles},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {9},
number = {3},
pages = {373--383},
year = {1997},
url = {https://doi.org/10.1109/69.599927},
doi = {10.1109/69.599927},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FaloutsosJM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PetrakisF97,
author = {Euripides G. M. Petrakis and
Christos Faloutsos},
title = {Similarity Searching in Medical Image Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {9},
number = {3},
pages = {435--447},
year = {1997},
url = {https://doi.org/10.1109/69.599932},
doi = {10.1109/69.599932},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PetrakisF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/KoblaDF97,
author = {Vikrant Kobla and
David S. Doermann and
Christos Faloutsos},
editor = {Ephraim P. Glinert and
Mark Scott Johnson and
Jim Foley and
Jim Hollan},
title = {\emph{VideoTrails}: Representing and Visualizing Structure in Video
Sequences},
booktitle = {Proceedings of the Fifth {ACM} International Conference on Multimedia
'97, Seattle, WA, USA, November 9-13, 1997},
pages = {335--346},
publisher = {{ACM} Press},
year = {1997},
url = {https://doi.org/10.1145/266180.266384},
doi = {10.1145/266180.266384},
timestamp = {Wed, 21 Jul 2021 12:11:06 +0200},
biburl = {https://dblp.org/rec/conf/mm/KoblaDF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sequences/FaloutsosJMM97,
author = {Christos Faloutsos and
H. V. Jagadish and
Alberto O. Mendelzon and
Tova Milo},
editor = {Bruno Carpentieri and
Alfredo De Santis and
Ugo Vaccaro and
James A. Storer},
title = {A signature technique for similarity-based queries},
booktitle = {Compression and Complexity of {SEQUENCES} 1997, Positano, Amalfitan
Coast, Salerno, Italy, June 11-13, 1997, Proceedings},
pages = {2--20},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/SEQUEN.1997.666899},
doi = {10.1109/SEQUEN.1997.666899},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/sequences/FaloutsosJMM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KornJF97,
author = {Flip Korn and
H. V. Jagadish and
Christos Faloutsos},
editor = {Joan Peckham},
title = {Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences},
booktitle = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference
on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},
pages = {289--300},
publisher = {{ACM} Press},
year = {1997},
url = {https://doi.org/10.1145/253260.253332},
doi = {10.1145/253260.253332},
timestamp = {Mon, 14 Jun 2021 15:39:36 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KornJF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieSR/AgnewFWWX97,
author = {Brent Agnew and
Christos Faloutsos and
Zhengyu Wang and
Donald J. Welch and
Xiaogang Xue},
editor = {Ishwar K. Sethi and
Ramesh C. Jain},
title = {Multimedia Indexing over the Web},
booktitle = {Storage and Retrieval for Image and Video Databases V, San Jose, CA,
USA, February 8-14, 1997},
series = {{SPIE} Proceedings},
volume = {3022},
pages = {72--83},
publisher = {{SPIE}},
year = {1997},
url = {https://doi.org/10.1117/12.263445},
doi = {10.1117/12.263445},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spieSR/AgnewFWWX97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieSR/KoblaDLF97,
author = {Vikrant Kobla and
David S. Doermann and
King{-}Ip Lin and
Christos Faloutsos},
editor = {Ishwar K. Sethi and
Ramesh C. Jain},
title = {Compressed-Domain Video Indexing Techniques Using {DCT} and Motion
Vector Information in {MPEG} Video},
booktitle = {Storage and Retrieval for Image and Video Databases V, San Jose, CA,
USA, February 8-14, 1997},
series = {{SPIE} Proceedings},
volume = {3022},
pages = {200--211},
publisher = {{SPIE}},
year = {1997},
url = {https://doi.org/10.1117/12.263408},
doi = {10.1117/12.263408},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spieSR/KoblaDLF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/SellisRF97,
author = {Timos K. Sellis and
Nick Roussopoulos and
Christos Faloutsos},
editor = {Matthias Jarke and
Michael J. Carey and
Klaus R. Dittrich and
Frederick H. Lochovsky and
Pericles Loucopoulos and
Manfred A. Jeusfeld},
title = {Multidimensional Access Methods: Trees Have Grown Everywhere},
booktitle = {VLDB'97, Proceedings of 23rd International Conference on Very Large
Data Bases, August 25-29, 1997, Athens, Greece},
pages = {13--14},
publisher = {Morgan Kaufmann},
year = {1997},
url = {http://www.vldb.org/conf/1997/P013.PDF},
timestamp = {Tue, 07 Nov 2017 06:51:45 +0100},
biburl = {https://dblp.org/rec/conf/vldb/SellisRF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/FaloutsosJS97,
author = {Christos Faloutsos and
H. V. Jagadish and
Nikolaos D. Sidiropoulos},
editor = {Matthias Jarke and
Michael J. Carey and
Klaus R. Dittrich and
Frederick H. Lochovsky and
Pericles Loucopoulos and
Manfred A. Jeusfeld},
title = {Recovering Information from Summary Data},
booktitle = {VLDB'97, Proceedings of 23rd International Conference on Very Large
Data Bases, August 25-29, 1997, Athens, Greece},
pages = {36--45},
publisher = {Morgan Kaufmann},
year = {1997},
url = {http://www.vldb.org/conf/1997/P036.PDF},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/FaloutsosJS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/apersbh97/Faloutsos97,
author = {Christos Faloutsos},
editor = {Peter M. G. Apers and
Henk M. Blanken and
Maurice A. W. Houtsma},
title = {Indexing of Multimedia Data},
booktitle = {Multimedia Databases in Perspective},
pages = {219--245},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/978-1-4471-0957-0\_10},
doi = {10.1007/978-1-4471-0957-0\_10},
timestamp = {Sat, 03 Aug 2019 22:40:46 +0200},
biburl = {https://dblp.org/rec/books/sp/apersbh97/Faloutsos97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/ads/Faloutsos96,
author = {Christos Faloutsos},
title = {Searching Multimedia Databases by Content},
series = {Advances in Database Systems},
volume = {3},
publisher = {Kluwer},
year = {1996},
isbn = {978-0-7923-9777-9},
timestamp = {Sat, 27 Aug 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ads/Faloutsos96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ManolopoulosF96,
author = {Yannis Manolopoulos and
Christos Faloutsos},
title = {Experimenting with Pattern-Matching Algorithms},
journal = {Inf. Sci.},
volume = {90},
number = {1-4},
pages = {75--89},
year = {1996},
url = {https://doi.org/10.1016/0020-0255(95)00280-4},
doi = {10.1016/0020-0255(95)00280-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ManolopoulosF96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/KoudasFK96,
author = {Nick Koudas and
Christos Faloutsos and
Ibrahim Kamel},
editor = {Peter M. G. Apers and
Mokrane Bouzeghoub and
Georges Gardarin},
title = {Declustering Spatial Databases on a Multi-Computer Architecture},
booktitle = {Advances in Database Technology - EDBT'96, 5th International Conference
on Extending Database Technology, Avignon, France, March 25-29, 1996,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1057},
pages = {592--614},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/BFb0014180},
doi = {10.1007/BFB0014180},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/KoudasFK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/FaloutsosG96,
author = {Christos Faloutsos and
Volker Gaede},
editor = {T. M. Vijayaraman and
Alejandro P. Buchmann and
C. Mohan and
Nandlal L. Sarda},
title = {Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension},
booktitle = {VLDB'96, Proceedings of 22th International Conference on Very Large
Data Bases, September 3-6, 1996, Mumbai (Bombay), India},
pages = {40--50},
publisher = {Morgan Kaufmann},
year = {1996},
url = {http://www.vldb.org/conf/1996/P040.PDF},
timestamp = {Wed, 29 Mar 2017 16:45:22 +0200},
biburl = {https://dblp.org/rec/conf/vldb/FaloutsosG96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/KornSFSP96,
author = {Flip Korn and
Nikolaos D. Sidiropoulos and
Christos Faloutsos and
Eliot L. Siegel and
Zenon Protopapas},
editor = {T. M. Vijayaraman and
Alejandro P. Buchmann and
C. Mohan and
Nandlal L. Sarda},
title = {Fast Nearest Neighbor Search in Medical Image Databases},
booktitle = {VLDB'96, Proceedings of 22th International Conference on Very Large
Data Bases, September 3-6, 1996, Mumbai (Bombay), India},
pages = {215--226},
publisher = {Morgan Kaufmann},
year = {1996},
url = {http://www.vldb.org/conf/1996/P215.PDF},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/KornSFSP96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/FaloutsosMS96,
author = {Christos Faloutsos and
Yossi Matias and
Abraham Silberschatz},
editor = {T. M. Vijayaraman and
Alejandro P. Buchmann and
C. Mohan and
Nandlal L. Sarda},
title = {Modeling Skewed Distribution Using Multifractals and the '80-20' Law},
booktitle = {VLDB'96, Proceedings of 22th International Conference on Very Large
Data Bases, September 3-6, 1996, Mumbai (Bombay), India},
pages = {307--317},
publisher = {Morgan Kaufmann},
year = {1996},
url = {http://www.vldb.org/conf/1996/P307.PDF},
timestamp = {Thu, 30 Mar 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/FaloutsosMS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/subrahmanianJ96/AryaCFRT96,
author = {Manish Arya and
William F. Cody and
Christos Faloutsos and
Joel E. Richardson and
Arthur Toya},
editor = {V. S. Subrahmanian and
Sushil Jajodia},
title = {Design and Implementation of QBISM, a 3D Medical Image Database System},
booktitle = {Multimedia Database System: Issues and Research Direction},
pages = {79--100},
publisher = {Springer},
year = {1996},
timestamp = {Tue, 06 Aug 2019 09:54:56 +0200},
biburl = {https://dblp.org/rec/books/sp/subrahmanianJ96/AryaCFRT96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/Faloutsos95,
author = {Christos Faloutsos},
title = {Fast Searching by Content in Multimedia Databases},
journal = {{IEEE} Data Eng. Bull.},
volume = {18},
number = {4},
pages = {31--40},
year = {1995},
url = {http://sites.computer.org/debull/95DEC-CD.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/Faloutsos95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/FaloutsosNS95,
author = {Christos Faloutsos and
Raymond T. Ng and
Timos K. Sellis},
title = {Flexible and Adaptable Buffer Management Techniques for Database Management
Systems},
journal = {{IEEE} Trans. Computers},
volume = {44},
number = {4},
pages = {546--560},
year = {1995},
url = {https://doi.org/10.1109/12.376169},
doi = {10.1109/12.376169},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/FaloutsosNS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FaloutsosL95,
author = {Christos Faloutsos and
King{-}Ip Lin},
editor = {Michael J. Carey and
Donovan A. Schneider},
title = {FastMap: {A} Fast Algorithm for Indexing, Data-Mining and Visualization
of Traditional and Multimedia Datasets},
booktitle = {Proceedings of the 1995 {ACM} {SIGMOD} International Conference on
Management of Data, San Jose, California, USA, May 22-25, 1995},
pages = {163--174},
publisher = {{ACM} Press},
year = {1995},
url = {https://doi.org/10.1145/223784.223812},
doi = {10.1145/223784.223812},
timestamp = {Tue, 16 Aug 2022 23:04:20 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FaloutsosL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Faloutsos95,
author = {Christos Faloutsos},
editor = {Michael J. Carey and
Donovan A. Schneider},
title = {Indexing Multimedia Databases (Tutorial)},
booktitle = {Proceedings of the 1995 {ACM} {SIGMOD} International Conference on
Management of Data, San Jose, California, USA, May 22-25, 1995},
pages = {467},
publisher = {{ACM} Press},
year = {1995},
url = {https://doi.org/10.1145/223784.223879},
doi = {10.1145/223784.223879},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Faloutsos95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tdb/KumarTF95,
author = {Anil Kumar and
Vassilis J. Tsotras and
Christos Faloutsos},
editor = {James Clifford and
Alexander Tuzhilin},
title = {Access Methods for Bi-Temporal Databases},
booktitle = {Recent Advances in Temporal Databases, Proceedings of the International
Workshop on Temporal Databases, Z{\"{u}}rich, Switzerland, 17-18
September 1995},
series = {Workshops in Computing},
pages = {235--254},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/978-1-4471-3033-8\_13},
doi = {10.1007/978-1-4471-3033-8\_13},
timestamp = {Mon, 24 Jun 2019 15:47:45 +0200},
biburl = {https://dblp.org/rec/conf/tdb/KumarTF95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/BelussiF95,
author = {Alberto Belussi and
Christos Faloutsos},
editor = {Umeshwar Dayal and
Peter M. D. Gray and
Shojiro Nishio},
title = {Estimating the Selectivity of Spatial Queries Using the 'Correlation'
Fractal Dimension},
booktitle = {VLDB'95, Proceedings of 21th International Conference on Very Large
Data Bases, September 11-15, 1995, Zurich, Switzerland},
pages = {299--310},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://www.vldb.org/conf/1995/P299.PDF},
timestamp = {Tue, 20 Feb 2018 15:19:44 +0100},
biburl = {https://dblp.org/rec/conf/vldb/BelussiF95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/FaloutsosBFHNPE94,
author = {Christos Faloutsos and
Ron Barber and
Myron Flickner and
Jim Hafner and
Wayne Niblack and
Dragutin Petkovic and
William Equitz},
title = {Efficient and Effective Querying by Image Content},
journal = {J. Intell. Inf. Syst.},
volume = {3},
number = {3/4},
pages = {231--262},
year = {1994},
url = {https://doi.org/10.1007/BF00962238},
doi = {10.1007/BF00962238},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/FaloutsosBFHNPE94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LinJF94,
author = {King{-}Ip Lin and
H. V. Jagadish and
Christos Faloutsos},
title = {The TV-Tree: An Index Structure for High-Dimensional Data},
journal = {{VLDB} J.},
volume = {3},
number = {4},
pages = {517--542},
year = {1994},
url = {http://www.vldb.org/journal/VLDBJ3/P517.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/LinJF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/PanagopoulosF94,
author = {George Panagopoulos and
Christos Faloutsos},
editor = {Matthias Jarke and
Janis A. Bubenko Jr. and
Keith G. Jeffery},
title = {Bit-Sliced Signature Files for Very Large Text Databases an a Parallel
Machine Architecture},
booktitle = {Advances in Database Technology - EDBT'94. 4th International Conference
on Extending Database Technology, Cambridge, United Kingdom, March
28-31, 1994, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {779},
pages = {379--392},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-57818-8\_65},
doi = {10.1007/3-540-57818-8\_65},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/PanagopoulosF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AryaCFRT94,
author = {Manish Arya and
William F. Cody and
Christos Faloutsos and
Joel E. Richardson and
Arthur Toya},
title = {{QBISM:} Extending a {DBMS} to Support 3D Medical Images},
booktitle = {Proceedings of the Tenth International Conference on Data Engineering,
February 14-18, 1994, Houston, Texas, {USA}},
pages = {314--325},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICDE.1994.283046},
doi = {10.1109/ICDE.1994.283046},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AryaCFRT94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/FaloutsosK94,
author = {Christos Faloutsos and
Ibrahim Kamel},
editor = {Victor Vianu},
title = {Beyond Uniformity and Independence: Analysis of R-trees Using the
Concept of Fractal Dimension},
booktitle = {Proceedings of the Thirteenth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, May 24-26, 1994, Minneapolis, Minnesota,
{USA}},
pages = {4--13},
publisher = {{ACM} Press},
year = {1994},
url = {https://doi.org/10.1145/182591.182593},
doi = {10.1145/182591.182593},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pods/FaloutsosK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FaloutsosRM94,
author = {Christos Faloutsos and
M. Ranganathan and
Yannis Manolopoulos},
editor = {Richard T. Snodgrass and
Marianne Winslett},
title = {Fast Subsequence Matching in Time-Series Databases},
booktitle = {Proceedings of the 1994 {ACM} {SIGMOD} International Conference on
Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994},
pages = {419--429},
publisher = {{ACM} Press},
year = {1994},
url = {https://doi.org/10.1145/191839.191925},
doi = {10.1145/191839.191925},
timestamp = {Tue, 16 Aug 2022 23:04:20 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FaloutsosRM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AgrawalCFGHIIMMSS94,
author = {Rakesh Agrawal and
Michael J. Carey and
Christos Faloutsos and
Sakti P. Ghosh and
Maurice A. W. Houtsma and
Tomasz Imielinski and
Balakrishna R. Iyer and
A. Mahboob and
H. Miranda and
Ramakrishnan Srikant and
Arun N. Swami},
editor = {Richard T. Snodgrass and
Marianne Winslett},
title = {Quest: {A} Project on Database Mining},
booktitle = {Proceedings of the 1994 {ACM} {SIGMOD} International Conference on
Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994},
pages = {514},
publisher = {{ACM} Press},
year = {1994},
url = {https://doi.org/10.1145/191839.191972},
doi = {10.1145/191839.191972},
timestamp = {Mon, 22 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/AgrawalCFGHIIMMSS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/KamelF94,
author = {Ibrahim Kamel and
Christos Faloutsos},
editor = {Jorge B. Bocca and
Matthias Jarke and
Carlo Zaniolo},
title = {Hilbert R-tree: An Improved R-tree using Fractals},
booktitle = {VLDB'94, Proceedings of 20th International Conference on Very Large
Data Bases, September 12-15, 1994, Santiago de Chile, Chile},
pages = {500--509},
publisher = {Morgan Kaufmann},
year = {1994},
url = {http://www.vldb.org/conf/1994/P500.PDF},
timestamp = {Wed, 29 Mar 2017 16:45:24 +0200},
biburl = {https://dblp.org/rec/conf/vldb/KamelF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/AryaCFRT93,
author = {Manish Arya and
William F. Cody and
Christos Faloutsos and
Joel E. Richardson and
Arthur Toya},
title = {{QBISM:} {A} Prototype 3-D Medical Image Database System},
journal = {{IEEE} Data Eng. Bull.},
volume = {16},
number = {1},
pages = {38--42},
year = {1993},
url = {http://sites.computer.org/debull/93MAR-CD.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/AryaCFRT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/FaloutsosK93,
author = {Christos Faloutsos and
Ibrahim Kamel},
title = {High Performance R-trees},
journal = {{IEEE} Data Eng. Bull.},
volume = {16},
number = {3},
pages = {28--33},
year = {1993},
url = {http://sites.computer.org/debull/93SEP-CD.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/FaloutsosK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KamelF93,
author = {Ibrahim Kamel and
Christos Faloutsos},
editor = {Bharat K. Bhargava and
Timothy W. Finin and
Yelena Yesha},
title = {On Packing R-trees},
booktitle = {{CIKM} 93, Proceedings of the Second International Conference on Information
and Knowledge Management, Washington, DC, USA, November 1-5, 1993},
pages = {490--499},
publisher = {{ACM}},
year = {1993},
url = {https://doi.org/10.1145/170088.170403},
doi = {10.1145/170088.170403},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KamelF93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fodo/AgrawalFS93,
author = {Rakesh Agrawal and
Christos Faloutsos and
Arun N. Swami},
editor = {David B. Lomet},
title = {Efficient Similarity Search In Sequence Databases},
booktitle = {Foundations of Data Organization and Algorithms, 4th International
Conference, FODO'93, Chicago, Illinois, USA, October 13-15, 1993,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {730},
pages = {69--84},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-57301-1\_5},
doi = {10.1007/3-540-57301-1\_5},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fodo/AgrawalFS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdis/FaloutsosB93,
author = {Christos Faloutsos and
Pravin Bhagwat},
title = {Declustering Using Fractals},
booktitle = {Proceedings of the 2nd International Conference on Parallel and Distributed
Information Systems {(PDIS} 1993), Issues, Architectures, and Algorithms,
San Diego, CA, USA, January 20-23, 1993},
pages = {18--25},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.org/10.1109/PDIS.1993.253077},
doi = {10.1109/PDIS.1993.253077},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pdis/FaloutsosB93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieSR/NiblackBEFGPYFT93,
author = {Wayne Niblack and
Ron Barber and
William Equitz and
Myron Flickner and
Eduardo H. Glasman and
Dragutin Petkovic and
Peter Yanker and
Christos Faloutsos and
Gabriel Taubin},
editor = {Carlton W. Niblack},
title = {The {QBIC} Project: Querying Images by Content, Using Color, Texture,
and Shape},
booktitle = {Storage and Retrieval for Image and Video Databases, San Jose, CA,
USA, January 31 - February 5, 1993},
series = {{SPIE} Proceedings},
volume = {1908},
pages = {173--187},
publisher = {{SPIE}},
year = {1993},
url = {https://doi.org/10.1117/12.143648},
doi = {10.1117/12.143648},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spieSR/NiblackBEFGPYFT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Faloutsos92,
author = {Christos Faloutsos},
title = {Analytical results on the quadtree decomposition of arbitrary rectangles},
journal = {Pattern Recognit. Lett.},
volume = {13},
number = {1},
pages = {31--40},
year = {1992},
url = {https://doi.org/10.1016/0167-8655(92)90112-D},
doi = {10.1016/0167-8655(92)90112-D},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Faloutsos92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LinF92,
author = {Zheng Lin and
Christos Faloutsos},
title = {Frame-Sliced Signature Files},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {4},
number = {3},
pages = {281--289},
year = {1992},
url = {https://doi.org/10.1109/69.142018},
doi = {10.1109/69.142018},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LinF92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/FaloutsosJ92,
author = {Christos Faloutsos and
H. V. Jagadish},
editor = {Alain Pirotte and
Claude Delobel and
Georg Gottlob},
title = {Hybrid Index Organizations for Text Databases},
booktitle = {Advances in Database Technology - EDBT'92, 3rd International Conference
on Extending Database Technology, Vienna, Austria, March 23-27, 1992,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {580},
pages = {310--327},
publisher = {Springer},
year = {1992},
url = {https://doi.org/10.1007/BFb0032439},
doi = {10.1007/BFB0032439},
timestamp = {Fri, 17 Jul 2020 16:12:46 +0200},
biburl = {https://dblp.org/rec/conf/edbt/FaloutsosJ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KamelF92,
author = {Ibrahim Kamel and
Christos Faloutsos},
editor = {Michael Stonebraker},
title = {Parallel R-trees},
booktitle = {Proceedings of the 1992 {ACM} {SIGMOD} International Conference on
Management of Data, San Diego, California, USA, June 2-5, 1992},
pages = {195--204},
publisher = {{ACM} Press},
year = {1992},
url = {https://doi.org/10.1145/130283.130315},
doi = {10.1145/130283.130315},
timestamp = {Mon, 21 Jun 2021 16:00:48 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KamelF92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/FaloutsosJ92,
author = {Christos Faloutsos and
H. V. Jagadish},
editor = {Li{-}Yan Yuan},
title = {On B-Tree Indices for Skewed Distributions},
booktitle = {18th International Conference on Very Large Data Bases, August 23-27,
1992, Vancouver, Canada, Proceedings},
pages = {363--374},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://www.vldb.org/conf/1992/P363.PDF},
timestamp = {Wed, 29 Mar 2017 16:45:23 +0200},
biburl = {https://dblp.org/rec/conf/vldb/FaloutsosJ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ph/frakesB92/Faloutsos92,
author = {Christos Faloutsos},
editor = {William B. Frakes and
Ricardo A. Baeza{-}Yates},
title = {Signature Files},
booktitle = {Information Retrieval: Data Structures {\&} Algorithms},
pages = {44--65},
publisher = {Prentice-Hall},
year = {1992},
timestamp = {Tue, 06 Aug 2019 09:18:16 +0200},
biburl = {https://dblp.org/rec/books/ph/frakesB92/Faloutsos92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/FaloutsosM91,
author = {Christos Faloutsos and
Dimitris N. Metaxas},
title = {Disk Allocation Methods Using Error Correcting Codes},
journal = {{IEEE} Trans. Computers},
volume = {40},
number = {8},
pages = {907--914},
year = {1991},
url = {https://doi.org/10.1109/12.83636},
doi = {10.1109/12.83636},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/FaloutsosM91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/RoussopoulosMSF91,
author = {Nick Roussopoulos and
Leo Mark and
Timos K. Sellis and
Christos Faloutsos},
title = {An Architecture for High Performance Engineering Information Systems},
journal = {{IEEE} Trans. Software Eng.},
volume = {17},
number = {1},
pages = {22--33},
year = {1991},
url = {https://doi.org/10.1109/32.67576},
doi = {10.1109/32.67576},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/RoussopoulosMSF91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/FaloutsosR91,
author = {Christos Faloutsos and
Yi Rong},
title = {{DOT:} {A} Spatial Access Method Using Fractals},
booktitle = {Proceedings of the Seventh International Conference on Data Engineering,
April 8-12, 1991, Kobe, Japan},
pages = {152--159},
publisher = {{IEEE} Computer Society},
year = {1991},
url = {http://www.cs.cmu.edu/\%7Echristos/PUBLICATIONS.OLDER/icde91.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/FaloutsosR91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/NgFS91,
author = {Raymond T. Ng and
Christos Faloutsos and
Timos K. Sellis},
editor = {James Clifford and
Roger King},
title = {Flexible Buffer Allocation Based on Marginal Gains},
booktitle = {Proceedings of the 1991 {ACM} {SIGMOD} International Conference on
Management of Data, Denver, Colorado, USA, May 29-31, 1991},
pages = {387--396},
publisher = {{ACM} Press},
year = {1991},
url = {https://doi.org/10.1145/115790.115857},
doi = {10.1145/115790.115857},
timestamp = {Mon, 21 Jun 2021 16:00:48 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/NgFS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/FaloutsosNS91,
author = {Christos Faloutsos and
Raymond T. Ng and
Timos K. Sellis},
editor = {Guy M. Lohman and
Am{\'{\i}}lcar Sernadas and
Rafael Camps},
title = {Predictive Load Control for Flexible Buffer Allocation},
booktitle = {17th International Conference on Very Large Data Bases, September
3-6, 1991, Barcelona, Catalonia, Spain, Proceedings},
pages = {265--274},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://www.vldb.org/conf/1991/P265.PDF},
timestamp = {Wed, 29 Mar 2017 16:45:22 +0200},
biburl = {https://dblp.org/rec/conf/vldb/FaloutsosNS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bit/ManolopoulosF90,
author = {Yannis Manolopoulos and
Christos Faloutsos},
title = {Analysis for the End of Block Wasted Space},
journal = {{BIT}},
volume = {30},
number = {4},
pages = {620--630},
year = {1990},
url = {https://doi.org/10.1007/BF01933210},
doi = {10.1007/BF01933210},
timestamp = {Tue, 22 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bit/ManolopoulosF90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/Faloutsos90,
author = {Christos Faloutsos},
title = {Signature-Based Text Retrieval Methods: {A} Survey},
journal = {{IEEE} Data Eng. Bull.},
volume = {13},
number = {1},
pages = {25--32},
year = {1990},
url = {http://sites.computer.org/debull/90MAR-CD.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/Faloutsos90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hm/FaloutsosLPS90,
author = {Christos Faloutsos and
Raymond Y. N. Lee and
Catherine Plaisant and
Ben Shneiderman},
title = {Incorporating String Search in a Hypertext System: User Interface
and Signature File Design Issues},
journal = {Hypermedia},
volume = {2},
number = {3},
pages = {183--200},
year = {1990},
url = {https://doi.org/10.1080/09558543.1990.12031182},
doi = {10.1080/09558543.1990.12031182},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/hm/FaloutsosLPS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/LinMSF89,
author = {Chih{-}Chen Lin and
Leo Mark and
Timos K. Sellis and
Christos Faloutsos},
title = {Performance Issues in the Binary Relationship Model},
journal = {Data Knowl. Eng.},
volume = {4},
pages = {195--221},
year = {1989},
url = {https://doi.org/10.1016/0169-023X(89)90020-7},
doi = {10.1016/0169-023X(89)90020-7},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/LinMSF89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/FaloutsosR89,
author = {Christos Faloutsos and
Winston Rego},
title = {Tri-cell-a data structure for spatial objects},
journal = {Inf. Syst.},
volume = {14},
number = {2},
pages = {131--139},
year = {1989},
url = {https://doi.org/10.1016/0306-4379(89)90041-0},
doi = {10.1016/0306-4379(89)90041-0},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/FaloutsosR89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/FaloutsosR89,
author = {Christos Faloutsos and
Shari Roseman},
editor = {Avi Silberschatz},
title = {Fractals for Secondary Key Retrieval},
booktitle = {Proceedings of the Eighth {ACM} {SIGACT-SIGMOD-SIGART} Symposium on
Principles of Database Systems, March 29-31, 1989, Philadelphia, Pennsylvania,
{USA}},
pages = {247--252},
publisher = {{ACM} Press},
year = {1989},
url = {https://doi.org/10.1145/73721.73746},
doi = {10.1145/73721.73746},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pods/FaloutsosR89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/FaloutsosM89,
author = {Christos Faloutsos and
Dimitris N. Metaxas},
editor = {Avi Silberschatz},
title = {Declustering Using Error Correcting Codes},
booktitle = {Proceedings of the Eighth {ACM} {SIGACT-SIGMOD-SIGART} Symposium on
Principles of Database Systems, March 29-31, 1989, Philadelphia, Pennsylvania,
{USA}},
pages = {253--258},
publisher = {{ACM} Press},
year = {1989},
url = {https://doi.org/10.1145/73721.73747},
doi = {10.1145/73721.73747},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pods/FaloutsosM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bit/Faloutsos88,
author = {Christos Faloutsos},
title = {Signature Files: An Integrated Access Method for Text and Attributes,
Sluitable for Optical Disk Storage},
journal = {{BIT}},
volume = {28},
number = {4},
pages = {736--754},
year = {1988},
url = {https://doi.org/10.1007/BF01954894},
doi = {10.1007/BF01954894},
timestamp = {Tue, 22 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bit/Faloutsos88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/SellisRMF88,
author = {Timos K. Sellis and
Nick Roussopoulos and
Leo Mark and
Christos Faloutsos},
title = {Expert Database Systems: Efficient Support for Engineering Environments},
journal = {Data Knowl. Eng.},
volume = {3},
pages = {71--85},
year = {1988},
url = {https://doi.org/10.1016/0169-023X(88)90007-9},
doi = {10.1016/0169-023X(88)90007-9},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/SellisRMF88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/RoussopoulosFS88,
author = {Nick Roussopoulos and
Christos Faloutsos and
Timos K. Sellis},
title = {An Efficient Pictorial Database System for {PSQL}},
journal = {{IEEE} Trans. Software Eng.},
volume = {14},
number = {5},
pages = {639--650},
year = {1988},
url = {https://doi.org/10.1109/32.6141},
doi = {10.1109/32.6141},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/RoussopoulosFS88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/Faloutsos88,
author = {Christos Faloutsos},
title = {Gray Codes for Partial Match and Range Queries},
journal = {{IEEE} Trans. Software Eng.},
volume = {14},
number = {10},
pages = {1381--1393},
year = {1988},
url = {https://doi.org/10.1109/32.6184},
doi = {10.1109/32.6184},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/Faloutsos88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/FaloutsosC88,
author = {Christos Faloutsos and
Raphael Chan},
editor = {Fran{\c{c}}ois Bancilhon and
David J. DeWitt},
title = {Fast Text Access Methods for Optical and Large Magnetic Disks: Designs
and Performance Comparison},
booktitle = {Fourteenth International Conference on Very Large Data Bases, August
29 - September 1, 1988, Los Angeles, California, USA, Proceedings},
pages = {280--293},
publisher = {Morgan Kaufmann},
year = {1988},
url = {http://www.vldb.org/conf/1988/P280.PDF},
timestamp = {Wed, 29 Mar 2017 16:45:24 +0200},
biburl = {https://dblp.org/rec/conf/vldb/FaloutsosC88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Faloutsos87,
author = {Christos Faloutsos},
title = {Signature files: an access method for textual messages},
school = {University of Toronto, Canada},
year = {1987},
url = {https://librarysearch.library.utoronto.ca/permalink/01UTORONTO\_INST/14bjeso/alma991106585149706196},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Faloutsos87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/FaloutsosC87,
author = {Christos Faloutsos and
Stavros Christodoulakis},
title = {Optimal Signature Extraction and Information Loss},
journal = {{ACM} Trans. Database Syst.},
volume = {12},
number = {3},
pages = {395--428},
year = {1987},
url = {https://doi.org/10.1145/27629.214285},
doi = {10.1145/27629.214285},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/FaloutsosC87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/FaloutsosC87,
author = {Christos Faloutsos and
Stavros Christodoulakis},
title = {Description and Performance Analysis of Signature File Methods for
Office Filing},
journal = {{ACM} Trans. Inf. Syst.},
volume = {5},
number = {3},
pages = {237--257},
year = {1987},
url = {https://doi.org/10.1145/27641.28057},
doi = {10.1145/27641.28057},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/FaloutsosC87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FaloutsosSR87,
author = {Christos Faloutsos and
Timos K. Sellis and
Nick Roussopoulos},
editor = {Umeshwar Dayal and
Irving L. Traiger},
title = {Analysis of Object Oriented Spatial Access Methods},
booktitle = {Proceedings of the Association for Computing Machinery Special Interest
Group on Management of Data 1987 Annual Conference, San Francisco,
CA, USA, May 27-29, 1987},
pages = {426--439},
publisher = {{ACM} Press},
year = {1987},
url = {https://doi.org/10.1145/38713.38758},
doi = {10.1145/38713.38758},
timestamp = {Mon, 21 Jun 2021 16:00:48 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FaloutsosSR87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/SellisRF87,
author = {Timos K. Sellis and
Nick Roussopoulos and
Christos Faloutsos},
editor = {Peter M. Stocker and
William Kent and
Peter Hammersley},
title = {The R+-Tree: {A} Dynamic Index for Multi-Dimensional Objects},
booktitle = {VLDB'87, Proceedings of 13th International Conference on Very Large
Data Bases, September 1-4, 1987, Brighton, England},
pages = {507--518},
publisher = {Morgan Kaufmann},
year = {1987},
url = {http://www.vldb.org/conf/1987/P507.PDF},
timestamp = {Wed, 29 Mar 2017 16:45:24 +0200},
biburl = {https://dblp.org/rec/conf/vldb/SellisRF87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/ChristodoulakisF86,
author = {Stavros Christodoulakis and
Christos Faloutsos},
title = {Design and Performance Considerations for an Optical Disk-Based Multimedia
Object Server},
journal = {Computer},
volume = {19},
number = {12},
pages = {45--56},
year = {1986},
url = {https://doi.org/10.1109/MC.1986.1663127},
doi = {10.1109/MC.1986.1663127},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/ChristodoulakisF86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Faloutsos86,
author = {Christos Faloutsos},
editor = {Carlo Zaniolo},
title = {Multiattribute Hashing Using Gray Codes},
booktitle = {Proceedings of the 1986 {ACM} {SIGMOD} International Conference on
Management of Data, Washington, DC, USA, May 28-30, 1986},
pages = {227--238},
publisher = {{ACM} Press},
year = {1986},
url = {https://doi.org/10.1145/16894.16877},
doi = {10.1145/16894.16877},
timestamp = {Mon, 21 Jun 2021 16:00:48 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Faloutsos86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/Faloutsos85,
author = {Christos Faloutsos},
title = {Access Methods for Text},
journal = {{ACM} Comput. Surv.},
volume = {17},
number = {1},
pages = {49--74},
year = {1985},
url = {https://doi.org/10.1145/4078.4080},
doi = {10.1145/4078.4080},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/Faloutsos85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Faloutsos85,
author = {Christos Faloutsos},
editor = {Shamkant B. Navathe},
title = {Signature files: Design and Performance Comparison of Some Signature
Extraction Methods},
booktitle = {Proceedings of the 1985 {ACM} {SIGMOD} International Conference on
Management of Data, Austin, Texas, USA, May 28-31, 1985},
pages = {63--82},
publisher = {{ACM} Press},
year = {1985},
url = {https://doi.org/10.1145/318898.318903},
doi = {10.1145/318898.318903},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Faloutsos85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/FaloutsosC85,
author = {Christos Faloutsos and
Stavros Christodoulakis},
editor = {Alain Pirotte and
Yannis Vassiliou},
title = {Design of a Signature File Method that Accounts for Non-Uniform Occurrence
and Query Frequencies},
booktitle = {VLDB'85, Proceedings of 11th International Conference on Very Large
Data Bases, August 21-23, 1985, Stockholm, Sweden},
pages = {165--170},
publisher = {Morgan Kaufmann},
year = {1985},
url = {http://www.vldb.org/conf/1985/P165.PDF},
timestamp = {Sat, 30 Dec 2017 02:38:03 +0100},
biburl = {https://dblp.org/rec/conf/vldb/FaloutsosC85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/FaloutsosC84,
author = {Christos Faloutsos and
Stavros Christodoulakis},
title = {Signature Files: An Access Method for Documents and Its Analytical
Performance Evaluation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {2},
number = {4},
pages = {267--288},
year = {1984},
url = {https://doi.org/10.1145/2275.357411},
doi = {10.1145/2275.357411},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/FaloutsosC84.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/ChristodoulakisF84,
author = {Stavros Christodoulakis and
Christos Faloutsos},
title = {Design Considerations for a Message File Server},
journal = {{IEEE} Trans. Software Eng.},
volume = {10},
number = {2},
pages = {201--210},
year = {1984},
url = {https://doi.org/10.1109/TSE.1984.5010223},
doi = {10.1109/TSE.1984.5010223},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/ChristodoulakisF84.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/TsichritzisCEFLLVW83,
author = {Dennis Tsichritzis and
Stavros Christodoulakis and
P. Economopoulos and
Christos Faloutsos and
Alison Lee and
D. Lee and
J. Vandenbroeck and
Carson C. Woo},
editor = {Mario Schkolnick and
Costantino Thanos},
title = {A Multimedia Office Filing System},
booktitle = {9th International Conference on Very Large Data Bases, October 31
- November 2, 1983, Florence, Italy, Proceedings},
pages = {2--7},
publisher = {Morgan Kaufmann},
year = {1983},
url = {http://www.vldb.org/conf/1983/P002.PDF},
timestamp = {Thu, 24 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/TsichritzisCEFLLVW83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cmg/ChristodoulakisF82,
author = {Stavros Christodoulakis and
Christos Faloutsos},
editor = {Mel Boksenbaum and
George W. Dodson and
Tom Moran and
Connie U. Smith and
H. Pat Artis},
title = {Performance Considerations in Message Files},
booktitle = {Eigth International Computer Measurement Group Conference, San Diego,
CA, USA, December 13-17, 1982, Proceedings},
pages = {262--268},
publisher = {Computer Measurement Group},
year = {1982},
url = {http://www.cmg.org/?s2member\_file\_download=/proceedings/1982/82INT033.pdf},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cmg/ChristodoulakisF82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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