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ORCIDBibTeX records: Leman Akoglu
@proceedings{DBLP:conf/wsdm/2024,
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s {Mu{\~{n}}oz Medina} and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855},
doi = {10.1145/3616855},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03687,
author = {Lingxiao Zhao and
Xueying Ding and
Leman Akoglu},
title = {Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation},
journal = {CoRR},
volume = {abs/2402.03687},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03687},
doi = {10.48550/ARXIV.2402.03687},
eprinttype = {arXiv},
eprint = {2402.03687},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03701,
author = {Lingxiao Zhao and
Xueying Ding and
Lijun Yu and
Leman Akoglu},
title = {Improving and Unifying Discrete{\&}Continuous-time Discrete Denoising
Diffusion},
journal = {CoRR},
volume = {abs/2402.03701},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03701},
doi = {10.48550/ARXIV.2402.03701},
eprinttype = {arXiv},
eprint = {2402.03701},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06087,
author = {Meng{-}Chieh Lee and
Lingxiao Zhao and
Leman Akoglu},
title = {Descriptive Kernel Convolution Network with Improved Random Walk Kernel},
journal = {CoRR},
volume = {abs/2402.06087},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06087},
doi = {10.48550/ARXIV.2402.06087},
eprinttype = {arXiv},
eprint = {2402.06087},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07860,
author = {Steven Jecmen and
Nihar B. Shah and
Fei Fang and
Leman Akoglu},
title = {On the Detection of Reviewer-Author Collusion Rings From Paper Bidding},
journal = {CoRR},
volume = {abs/2402.07860},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07860},
doi = {10.48550/ARXIV.2402.07860},
eprinttype = {arXiv},
eprint = {2402.07860},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/ZhaoA23,
author = {Lingxiao Zhao and
Leman Akoglu},
title = {On Using Classification Datasets to Evaluate Graph Outlier Detection:
Peculiar Observations and New Insights},
journal = {Big Data},
volume = {11},
number = {3},
pages = {151--180},
year = {2023},
url = {https://doi.org/10.1089/big.2021.0069},
doi = {10.1089/BIG.2021.0069},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/ZhaoA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/ZhuYHZAK23,
author = {Jiong Zhu and
Yujun Yan and
Mark Heimann and
Lingxiao Zhao and
Leman Akoglu and
Danai Koutra},
title = {Heterophily and Graph Neural Networks: Past, Present and Future},
journal = {{IEEE} Data Eng. Bull.},
volume = {46},
number = {2},
pages = {12--34},
year = {2023},
url = {http://sites.computer.org/debull/A23june/p12.pdf},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/ZhuYHZAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/XiaAAL23,
author = {Feng Xia and
Leman Akoglu and
Charu Aggarwal and
Huan Liu},
title = {Deep Anomaly Analytics: Advancing the Frontier of Anomaly Detection},
journal = {{IEEE} Intell. Syst.},
volume = {38},
number = {2},
pages = {32--35},
year = {2023},
url = {https://doi.org/10.1109/MIS.2023.3255590},
doi = {10.1109/MIS.2023.3255590},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/XiaAAL23.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/kais/ZhaoSA23,
author = {Lingxiao Zhao and
Saurabh Sawlani and
Leman Akoglu},
title = {Density of states for fast embedding node-attributed graphs},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {6},
pages = {2455--2483},
year = {2023},
url = {https://doi.org/10.1007/s10115-023-01836-3},
doi = {10.1007/S10115-023-01836-3},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhaoSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Ma0ZA23,
author = {Martin Q. Ma and
Yue Zhao and
Xiaorong Zhang and
Leman Akoglu},
title = {The Need for Unsupervised Outlier Model Selection: {A} Review and
Evaluation of Internal Evaluation Strategies},
journal = {{SIGKDD} Explor.},
volume = {25},
number = {1},
pages = {19--35},
year = {2023},
url = {https://doi.org/10.1145/3606274.3606277},
doi = {10.1145/3606274.3606277},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Ma0ZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NguyenLA23,
author = {Hung T. Nguyen and
Pierre J. Liang and
Leman Akoglu},
title = {Detecting Anomalous Graphs in Labeled Multi-Graph Databases},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {2},
pages = {16:1--16:25},
year = {2023},
url = {https://doi.org/10.1145/3533770},
doi = {10.1145/3533770},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/NguyenLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MaWXYZSXA23,
author = {Xiaoxiao Ma and
Jia Wu and
Shan Xue and
Jian Yang and
Chuan Zhou and
Quan Z. Sheng and
Hui Xiong and
Leman Akoglu},
title = {A Comprehensive Survey on Graph Anomaly Detection With Deep Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {12012--12038},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3118815},
doi = {10.1109/TKDE.2021.3118815},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/MaWXYZSXA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SotiropoulosZLA23,
author = {Konstantinos Sotiropoulos and
Lingxiao Zhao and
Pierre Jinghong Liang and
Leman Akoglu},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {{ADAMM:} Anomaly Detection of Attributed Multi-graphs with Metadata:
{A} Unified Neural Network Approach},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {865--874},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386245},
doi = {10.1109/BIGDATA59044.2023.10386245},
timestamp = {Fri, 02 Feb 2024 12:00:39 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/SotiropoulosZLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AkogluY23,
author = {Leman Akoglu and
Jaemin Yoo},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Self-Supervision for Tackling Unsupervised Anomaly Detection: Pitfalls
and Opportunities},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1047--1051},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386202},
doi = {10.1109/BIGDATA59044.2023.10386202},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/AkogluY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/DingSKBA23,
author = {Xueying Ding and
Nikita Seleznev and
Senthil Kumar and
C. Bayan Bruss and
Leman Akoglu},
title = {From Detection to Action: a Human-in-the-loop Toolkit for Anomaly
Reasoning and Management},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {279--287},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626872},
doi = {10.1145/3604237.3626872},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/DingSKBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AkogluCKNDNF23,
author = {Leman Akoglu and
Nitesh V. Chawla and
Senthil Kumar and
Saurabh Nagrecha and
Mahashweta Das and
Vidyut M. Naware and
Tanveer A. Faruquie},
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 = {{KDD} Workshop on Machine Learning in Finance},
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 = {5863--5864},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599223},
doi = {10.1145/3580305.3599223},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AkogluCKNDNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShahFZFA23,
author = {Neil Shah and
Shobeir Fakhraei and
Da Zheng and
Bahare Fatemi and
Leman Akoglu},
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 = {19th International Workshop on Mining and Learning with Graphs {(MLG)}},
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 = {5882--5883},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599232},
doi = {10.1145/3580305.3599232},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShahFZFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YooZZA23,
author = {Jaemin Yoo and
Yue Zhao and
Lingxiao Zhao and
Leman Akoglu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{DSV:} An Alignment Validation Loss for Self-supervised Outlier Model
Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {254--269},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_15},
doi = {10.1007/978-3-031-43412-9\_15},
timestamp = {Wed, 20 Sep 2023 23:28:45 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YooZZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2023,
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 = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305},
doi = {10.1145/3580305},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03368,
author = {Xueying Ding and
Nikita Seleznev and
Senthil Kumar and
C. Bayan Bruss and
Leman Akoglu},
title = {From Explanation to Action: An End-to-End Human-in-the-loop Framework
for Anomaly Reasoning and Management},
journal = {CoRR},
volume = {abs/2304.03368},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03368},
doi = {10.48550/ARXIV.2304.03368},
eprinttype = {arXiv},
eprint = {2304.03368},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12033,
author = {Jaemin Yoo and
Lingxiao Zhao and
Leman Akoglu},
title = {End-to-End Augmentation Hyperparameter Tuning for Self-Supervised
Anomaly Detection},
journal = {CoRR},
volume = {abs/2306.12033},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12033},
doi = {10.48550/ARXIV.2306.12033},
eprinttype = {arXiv},
eprint = {2306.12033},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-06534,
author = {Jaemin Yoo and
Yue Zhao and
Lingxiao Zhao and
Leman Akoglu},
title = {{DSV:} An Alignment Validation Loss for Self-supervised Outlier Model
Selection},
journal = {CoRR},
volume = {abs/2307.06534},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.06534},
doi = {10.48550/ARXIV.2307.06534},
eprinttype = {arXiv},
eprint = {2307.06534},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-06534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10529,
author = {Xueying Ding and
Yue Zhao and
Leman Akoglu},
title = {Fast Unsupervised Deep Outlier Model Selection with Hypernetworks},
journal = {CoRR},
volume = {abs/2307.10529},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10529},
doi = {10.48550/ARXIV.2307.10529},
eprinttype = {arXiv},
eprint = {2307.10529},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14380,
author = {Leman Akoglu and
Jaemin Yoo},
title = {Self-Supervision for Tackling Unsupervised Anomaly Detection: Pitfalls
and Opportunities},
journal = {CoRR},
volume = {abs/2308.14380},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14380},
doi = {10.48550/ARXIV.2308.14380},
eprinttype = {arXiv},
eprint = {2308.14380},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07355,
author = {Konstantinos Sotiropoulos and
Lingxiao Zhao and
Pierre Jinghong Liang and
Leman Akoglu},
title = {{ADAMM:} Anomaly Detection of Attributed Multi-graphs with Metadata:
{A} Unified Neural Network Approach},
journal = {CoRR},
volume = {abs/2311.07355},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07355},
doi = {10.48550/ARXIV.2311.07355},
eprinttype = {arXiv},
eprint = {2311.07355},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigweb/CandanLADTT22,
author = {K. Sel{\c{c}}uk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang and
Andrew Tomkins},
title = {{ACM} {WSDM} 2022 report},
journal = {{SIGWEB} Newsl.},
volume = {2022},
number = {Summer},
pages = {1:1--1:6},
year = {2022},
url = {https://doi.org/10.1145/3545196.3545197},
doi = {10.1145/3545196.3545197},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigweb/CandanLADTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0016ZA22,
author = {Yue Zhao and
Sean Zhang and
Leman Akoglu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Toward Unsupervised Outlier Model Selection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {773--782},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00088},
doi = {10.1109/ICDM54844.2022.00088},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0016ZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JiangCA22,
author = {Shuli Jiang and
Robson L. F. Cordeiro and
Leman Akoglu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{D.MCA:} Outlier Detection with Explicit Micro-Cluster Assignments},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {987--992},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00119},
doi = {10.1109/ICDM54844.2022.00119},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JiangCA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoJAS22,
author = {Lingxiao Zhao and
Wei Jin and
Leman Akoglu and
Neil Shah},
title = {From Stars to Subgraphs: Uplifting Any {GNN} with Local Structure
Awareness},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Mspk\_WYKoEH},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoJAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangUA22,
author = {Sean Zhang and
Varun Ursekar and
Leman Akoglu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Sparx: Distributed Outlier Detection at Scale},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4530--4540},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539076},
doi = {10.1145/3534678.3539076},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangUA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarACNNFM22,
author = {Senthil Kumar and
Leman Akoglu and
Nitesh V. Chawla and
Saurabh Nagrecha and
Vidyut M. Naware and
Tanveer A. Faruquie and
Hays McCormick},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{KDD} Workshop on Machine Learning in Finance},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4882--4883},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542908},
doi = {10.1145/3534678.3542908},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KumarACNNFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DingZA22,
author = {Xueying Ding and
Lingxiao Zhao and
Leman Akoglu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and
a Scalable Hyper-Ensemble Solution},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/3e9113e2bc2e700baa7d765470f140e1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DingZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangYWYXPSZSAA22,
author = {Ge Zhang and
Zhenyu Yang and
Jia Wu and
Jian Yang and
Shan Xue and
Hao Peng and
Jianlin Su and
Chuan Zhou and
Quan Z. Sheng and
Leman Akoglu and
Charu C. Aggarwal},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Dual-discriminative Graph Neural Network for Imbalanced Graph-level
Anomaly Detection},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/98a625423070cfc6ae3d82d4b59408a0-Abstract-Conference.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangYWYXPSZSAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoSA22,
author = {Lingxiao Zhao and
Neil Shah and
Leman Akoglu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Practical, Progressively-Expressive {GNN}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/dc89a0709f213fd0ac4b1172719b2c38-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhaoSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BerberidisLA22,
author = {Dimitris Berberidis and
Pierre J. Liang and
Leman Akoglu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Summarizing Labeled Multi-graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {53--68},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_4},
doi = {10.1007/978-3-031-26390-3\_4},
timestamp = {Mon, 20 Mar 2023 16:00:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BerberidisLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsdm/2022,
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560},
doi = {10.1145/3488560},
isbn = {978-1-4503-9132-0},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01281,
author = {Sean Zhang and
Varun Ursekar and
Leman Akoglu},
title = {Sparx: Distributed Outlier Detection at Scale},
journal = {CoRR},
volume = {abs/2206.01281},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01281},
doi = {10.48550/ARXIV.2206.01281},
eprinttype = {arXiv},
eprint = {2206.01281},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07647,
author = {Xueying Ding and
Lingxiao Zhao and
Leman Akoglu},
title = {Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and
a Scalable Hyper-Ensemble Solution},
journal = {CoRR},
volume = {abs/2206.07647},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07647},
doi = {10.48550/ARXIV.2206.07647},
eprinttype = {arXiv},
eprint = {2206.07647},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07674,
author = {Dimitris Berberidis and
Pierre J. Liang and
Leman Akoglu},
title = {Summarizing Labeled Multi-Graphs},
journal = {CoRR},
volume = {abs/2206.07674},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07674},
doi = {10.48550/ARXIV.2206.07674},
eprinttype = {arXiv},
eprint = {2206.07674},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07734,
author = {Jaemin Yoo and
Tiancheng Zhao and
Leman Akoglu},
title = {Understanding the Effect of Data Augmentation in Self-supervised Anomaly
Detection},
journal = {CoRR},
volume = {abs/2208.07734},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07734},
doi = {10.48550/ARXIV.2208.07734},
eprinttype = {arXiv},
eprint = {2208.07734},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11727,
author = {Yue Zhao and
Leman Akoglu},
title = {Towards Unsupervised {HPO} for Outlier Detection},
journal = {CoRR},
volume = {abs/2208.11727},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11727},
doi = {10.48550/ARXIV.2208.11727},
eprinttype = {arXiv},
eprint = {2208.11727},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08212,
author = {Shuli Jiang and
Robson Leonardo Ferreira Cordeiro and
Leman Akoglu},
title = {{D.MCA:} Outlier Detection with Explicit Micro-Cluster Assignments},
journal = {CoRR},
volume = {abs/2210.08212},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08212},
doi = {10.48550/ARXIV.2210.08212},
eprinttype = {arXiv},
eprint = {2210.08212},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09521,
author = {Lingxiao Zhao and
Louis H{\"{a}}rtel and
Neil Shah and
Leman Akoglu},
title = {A Practical, Progressively-Expressive {GNN}},
journal = {CoRR},
volume = {abs/2210.09521},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09521},
doi = {10.48550/ARXIV.2210.09521},
eprinttype = {arXiv},
eprint = {2210.09521},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09535,
author = {Lingxiao Zhao and
Saurabh Sawlani and
Arvind Srinivasan and
Leman Akoglu},
title = {Graph Anomaly Detection with Unsupervised GNNs},
journal = {CoRR},
volume = {abs/2210.09535},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09535},
doi = {10.48550/ARXIV.2210.09535},
eprinttype = {arXiv},
eprint = {2210.09535},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01834,
author = {Yue Zhao and
Sean Zhang and
Leman Akoglu},
title = {Toward Unsupervised Outlier Model Selection},
journal = {CoRR},
volume = {abs/2211.01834},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01834},
doi = {10.48550/ARXIV.2211.01834},
eprinttype = {arXiv},
eprint = {2211.01834},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02927,
author = {Shubhranshu Shekhar and
Jetson Leder{-}Luis and
Leman Akoglu},
title = {Unsupervised Machine Learning for Explainable Medicare Fraud Detection},
journal = {CoRR},
volume = {abs/2211.02927},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02927},
doi = {10.48550/ARXIV.2211.02927},
eprinttype = {arXiv},
eprint = {2211.02927},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/ShekharSA21,
author = {Shubhranshu Shekhar and
Neil Shah and
Leman Akoglu},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {FairOD: Fairness-aware Outlier Detection},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {210--220},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462517},
doi = {10.1145/3461702.3462517},
timestamp = {Mon, 02 Aug 2021 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/ShekharSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Lee0BTA21,
author = {Meng{-}Chieh Lee and
Hung T. Nguyen and
Dimitris Berberidis and
Vincent S. Tseng and
Leman Akoglu},
editor = {Michele Coscia and
Alfredo Cuzzocrea and
Kai Shu and
Ralf Klamma and
Sharyn O'Halloran and
Jon G. Rokne},
title = {{GAWD:} graph anomaly detection in weighted directed graph databases},
booktitle = {{ASONAM} '21: International Conference on Advances in Social Networks
Analysis and Mining, Virtual Event, The Netherlands, November 8 -
11, 2021},
pages = {143--150},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3487351.3488325},
doi = {10.1145/3487351.3488325},
timestamp = {Mon, 24 Jan 2022 09:34:23 +0100},
biburl = {https://dblp.org/rec/conf/asunam/Lee0BTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Akoglu21,
author = {Leman Akoglu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Anomaly Mining: Past, Present and Future},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1--2},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482495},
doi = {10.1145/3459637.3482495},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Akoglu21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SawlaniZA21,
author = {Saurabh Sawlani and
Lingxiao Zhao and
Leman Akoglu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Fast Attributed Graph Embedding via Density of States},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {559--568},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00067},
doi = {10.1109/ICDM51629.2021.00067},
timestamp = {Mon, 31 Jan 2022 08:58:55 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SawlaniZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Akoglu21,
author = {Leman Akoglu},
editor = {Zhi{-}Hua Zhou},
title = {Anomaly Mining - Past, Present and Future},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4932--4936},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/697},
doi = {10.24963/IJCAI.2021/697},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Akoglu21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001HACJG21,
author = {Siddharth Bhatia and
Bryan Hooi and
Leman Akoglu and
Sourav Chatterjee and
Xiaodong Jiang and
Manish Gupta},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{ODD:} Outlier Detection and Description},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4108--4109},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469483},
doi = {10.1145/3447548.3469483},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001HACJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarACRFN21,
author = {Senthil Kumar and
Leman Akoglu and
Nitesh V. Chawla and
Jos{\'{e}} A. Rodr{\'{\i}}guez{-}Serrano and
Tanveer A. Faruquie and
Saurabh Nagrecha},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Machine Learning in Finance},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4139--4140},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469456},
doi = {10.1145/3447548.3469456},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KumarACRFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/0016H0WWWYBLXW021,
author = {Yue Zhao and
Xiyang Hu and
Cheng Cheng and
Cong Wang and
Changlin Wan and
Wen Wang and
Jianing Yang and
Haoping Bai and
Zheng Li and
Cao Xiao and
Yunlong Wang and
Zhi Qiao and
Jimeng Sun and
Leman Akoglu},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {{SUOD:} Accelerating Large-Scale Unsupervised Heterogeneous Outlier
Detection},
booktitle = {Proceedings of Machine Learning and Systems 2021, MLSys 2021, virtual,
April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper/2021/hash/98dce83da57b0395e163467c9dae521b-Abstract.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/0016H0WWWYBLXW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoRA21,
author = {Yue Zhao and
Ryan A. Rossi and
Leman Akoglu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Automatic Unsupervised Outlier Model Selection},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4489--4502},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/23c894276a2c5a16470e6a31f4618d73-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaoRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01422,
author = {Martin Q. Ma and
Yue Zhao and
Xiaorong Zhang and
Leman Akoglu},
title = {A Large-scale Study on Unsupervised Outlier Model Selection: Do Internal
Strategies Suffice?},
journal = {CoRR},
volume = {abs/2104.01422},
year = {2021},
url = {https://arxiv.org/abs/2104.01422},
eprinttype = {arXiv},
eprint = {2104.01422},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10077,
author = {Leman Akoglu},
title = {Anomaly Mining - Past, Present and Future},
journal = {CoRR},
volume = {abs/2105.10077},
year = {2021},
url = {https://arxiv.org/abs/2105.10077},
eprinttype = {arXiv},
eprint = {2105.10077},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15352,
author = {Geli Fei and
Shuai Wang and
Bing Liu and
Leman Akoglu},
title = {Detecting Changed-Hands Online Review Accounts},
journal = {CoRR},
volume = {abs/2106.15352},
year = {2021},
url = {https://arxiv.org/abs/2106.15352},
eprinttype = {arXiv},
eprint = {2106.15352},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03753,
author = {Lingxiao Zhao and
Wei Jin and
Leman Akoglu and
Neil Shah},
title = {From Stars to Subgraphs: Uplifting Any {GNN} with Local Structure
Awareness},
journal = {CoRR},
volume = {abs/2110.03753},
year = {2021},
url = {https://arxiv.org/abs/2110.03753},
eprinttype = {arXiv},
eprint = {2110.03753},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05228,
author = {Saurabh Sawlani and
Lingxiao Zhao and
Leman Akoglu},
title = {Fast Attributed Graph Embedding via Density of States},
journal = {CoRR},
volume = {abs/2110.05228},
year = {2021},
url = {https://arxiv.org/abs/2110.05228},
eprinttype = {arXiv},
eprint = {2110.05228},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-05228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08257,
author = {Guilherme D. F. Silva and
Leman Akoglu and
Robson L. F. Cordeiro},
title = {C-AllOut: Catching {\&} Calling Outliers by Type},
journal = {CoRR},
volume = {abs/2110.08257},
year = {2021},
url = {https://arxiv.org/abs/2110.08257},
eprinttype = {arXiv},
eprint = {2110.08257},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08257.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/tkdd/NguyenWA20,
author = {Hung T. Nguyen and
Xuejian Wang and
Leman Akoglu},
title = {End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {5},
pages = {61:1--61:28},
year = {2020},
url = {https://doi.org/10.1145/3399660},
doi = {10.1145/3399660},
timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/NguyenWA20.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/iclr/ZhaoA20,
author = {Lingxiao Zhao and
Leman Akoglu},
title = {PairNorm: Tackling Oversmoothing in GNNs},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rkecl1rtwB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuYZHAK20,
author = {Jiong Zhu and
Yujun Yan and
Lingxiao Zhao and
Mark Heimann and
Leman Akoglu and
Danai Koutra},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Beyond Homophily in Graph Neural Networks: Current Limitations and
Effective Designs},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/58ae23d878a47004366189884c2f8440-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuYZHAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05731,
author = {Yue Zhao and
Xiyang Hu and
Cheng Cheng and
Cong Wang and
Cao Xiao and
Yunlong Wang and
Jimeng Sun and
Leman Akoglu},
title = {{SUOD:} {A} Scalable Unsupervised Outlier Detection Framework},
journal = {CoRR},
volume = {abs/2003.05731},
year = {2020},
url = {https://arxiv.org/abs/2003.05731},
eprinttype = {arXiv},
eprint = {2003.05731},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-05731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11468,
author = {Jiong Zhu and
Yujun Yan and
Lingxiao Zhao and
Mark Heimann and
Leman Akoglu and
Danai Koutra},
title = {Generalizing Graph Neural Networks Beyond Homophily},
journal = {CoRR},
volume = {abs/2006.11468},
year = {2020},
url = {https://arxiv.org/abs/2006.11468},
eprinttype = {arXiv},
eprint = {2006.11468},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12294,
author = {Lingxiao Zhao and
Leman Akoglu},
title = {Connecting Graph Convolutional Networks and Graph-Regularized {PCA}},
journal = {CoRR},
volume = {abs/2006.12294},
year = {2020},
url = {https://arxiv.org/abs/2006.12294},
eprinttype = {arXiv},
eprint = {2006.12294},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10606,
author = {Yue Zhao and
Ryan A. Rossi and
Leman Akoglu},
title = {Automating Outlier Detection via Meta-Learning},
journal = {CoRR},
volume = {abs/2009.10606},
year = {2020},
url = {https://arxiv.org/abs/2009.10606},
eprinttype = {arXiv},
eprint = {2009.10606},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03600,
author = {Hung T. Nguyen and
Pierre J. Liang and
Leman Akoglu},
title = {Anomaly Detection in Large Labeled Multi-Graph Databases},
journal = {CoRR},
volume = {abs/2010.03600},
year = {2020},
url = {https://arxiv.org/abs/2010.03600},
eprinttype = {arXiv},
eprint = {2010.03600},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03600.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-2012-03063,
author = {Shubhranshu Shekhar and
Neil Shah and
Leman Akoglu},
title = {{FAIROD:} Fairness-aware Outlier Detection},
journal = {CoRR},
volume = {abs/2012.03063},
year = {2020},
url = {https://arxiv.org/abs/2012.03063},
eprinttype = {arXiv},
eprint = {2012.03063},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12931,
author = {Lingxiao Zhao and
Leman Akoglu},
title = {On Using Classification Datasets to Evaluate Graph Outlier Detection:
Peculiar Observations and New Insights},
journal = {CoRR},
volume = {abs/2012.12931},
year = {2020},
url = {https://arxiv.org/abs/2012.12931},
eprinttype = {arXiv},
eprint = {2012.12931},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobisys/MeegahapolaKJAX19,
author = {Lakmal Meegahapola and
Thivya Kandappu and
Kasthuri Jayarajah and
Leman Akoglu and
Shili Xiang and
Archan Misra},
editor = {Junehwa Song and
Minkyong Kim and
Nicholas D. Lane and
Rajesh Krishna Balan and
Fahim Kawsar and
Yunxin Liu},
title = {BuScope: Fusing Individual {\&} Aggregated Mobility Behavior for},
booktitle = {Proceedings of the 17th Annual International Conference on Mobile
Systems, Applications, and Services, MobiSys 2019, Seoul, Republic
of Korea, June 17-21, 2019},
pages = {41--53},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307334.3326091},
doi = {10.1145/3307334.3326091},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobisys/MeegahapolaKJAX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuAR19,
author = {Xiaoyi Gu and
Leman Akoglu and
Alessandro Rinaldo},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10921--10931},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/805163a0f0f128e473726ccda5f91bac-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuAR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenWA19,
author = {Hung T. Nguyen and
Xuejian Wang and
Leman Akoglu},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Continual Rare-Class Recognition with Emerging Novel Subclasses},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {20--36},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_2},
doi = {10.1007/978-3-030-46147-8\_2},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenWA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/NazerDKAK019,
author = {Tahora H. Nazer and
Matthew Davis and
Mansooreh Karami and
Leman Akoglu and
David Koelle and
Huan Liu},
editor = {Robert Thomson and
Halil Bisgin and
Christopher L. Dancy and
Ayaz Hyder},
title = {Bot Detection: Will Focusing on Recall Cause Overall Performance Deterioration?},
booktitle = {Social, Cultural, and Behavioral Modeling - 12th International Conference,
SBP-BRiMS 2019, Washington, DC, USA, July 9-12, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11549},
pages = {39--49},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21741-9\_5},
doi = {10.1007/978-3-030-21741-9\_5},
timestamp = {Tue, 18 Jun 2019 12:19:24 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/NazerDKAK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LambaA19,
author = {Hemank Lamba and
Leman Akoglu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Learning On-the-Job to Re-rank Anomalies from Top-1 Feedback},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {612--620},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.69},
doi = {10.1137/1.9781611975673.69},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LambaA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeA19,
author = {Tuan M. V. Le and
Leman Akoglu},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {ContraVis: Contrastive and Visual Topic Modeling for Comparing Document
Collections},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {928--938},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313617},
doi = {10.1145/3308558.3313617},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LeA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-12218,
author = {Hung T. Nguyen and
Xuejian Wang and
Leman Akoglu},
title = {Continual Rare-Class Recognition with Emerging Novel Subclasses},
journal = {CoRR},
volume = {abs/1906.12218},
year = {2019},
url = {http://arxiv.org/abs/1906.12218},
eprinttype = {arXiv},
eprint = {1906.12218},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-12218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03813,
author = {Xiaoyi Gu and
Leman Akoglu and
Alessandro Rinaldo},
title = {Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection},
journal = {CoRR},
volume = {abs/1907.03813},
year = {2019},
url = {http://arxiv.org/abs/1907.03813},
eprinttype = {arXiv},
eprint = {1907.03813},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12223,
author = {Lingxiao Zhao and
Leman Akoglu},
title = {PairNorm: Tackling Oversmoothing in GNNs},
journal = {CoRR},
volume = {abs/1909.12223},
year = {2019},
url = {http://arxiv.org/abs/1909.12223},
eprinttype = {arXiv},
eprint = {1909.12223},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12385,
author = {Xuan Wu and
Lingxiao Zhao and
Leman Akoglu},
title = {A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised
Classification},
journal = {CoRR},
volume = {abs/1909.12385},
year = {2019},
url = {http://arxiv.org/abs/1909.12385},
eprinttype = {arXiv},
eprint = {1909.12385},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02617,
author = {Yue Wu and
Leman Akoglu and
Ian Davidson},
title = {Coverage-based Outlier Explanation},
journal = {CoRR},
volume = {abs/1911.02617},
year = {2019},
url = {http://arxiv.org/abs/1911.02617},
eprinttype = {arXiv},
eprint = {1911.02617},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MachaA18,
author = {Meghanath Macha and
Leman Akoglu},
title = {Explaining anomalies in groups with characterizing subspace rules},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {5},
pages = {1444--1480},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0585-7},
doi = {10.1007/S10618-018-0585-7},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MachaA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PerozziA18,
author = {Bryan Perozzi and
Leman Akoglu},
title = {Discovering Communities and Anomalies in Attributed Graphs: Interactive
Visual Exploration and Summarization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {2},
pages = {24:1--24:40},
year = {2018},
url = {https://doi.org/10.1145/3139241},
doi = {10.1145/3139241},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/PerozziA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/MauryaAKB18,
author = {Abhinav Maurya and
Leman Akoglu and
Ramayya Krishnan and
Daniel Bay},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {A Lens into Employee Peer Reviews Via Sentiment-Aspect Modeling},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {670--677},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508512},
doi = {10.1109/ASONAM.2018.8508512},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/MauryaAKB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuZA18,
author = {Xuan Wu and
Lingxiao Zhao and
Leman Akoglu},
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 = {A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised
Classification},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {87--96},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271692},
doi = {10.1145/3269206.3271692},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WuZA18.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/kdd/ManzoorLA18,
author = {Emaad A. Manzoor and
Hemank Lamba and
Leman Akoglu},
editor = {Yike Guo and
Faisal Farooq},
title = {xStream: Outlier Detection in Feature-Evolving Data Streams},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1963--1972},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220107},
doi = {10.1145/3219819.3220107},
timestamp = {Fri, 19 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ManzoorLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YeA18,
author = {Junting Ye and
Leman Akoglu},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Robust Semi-Supervised Learning on Multiple Networks with Noise},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
pages = {196--208},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3\_16},
doi = {10.1007/978-3-319-93034-3\_16},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YeA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShekharA18,
author = {Shubhranshu Shekhar and
Leman Akoglu},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Incorporating Privileged Information to Unsupervised Anomaly Detection},
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 = {87--104},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_6},
doi = {10.1007/978-3-030-10925-7\_6},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShekharA18.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/MeghanathPA18,
author = {Meghanath Macha Meghanath and
Deepak Pai and
Leman Akoglu},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {ConOut: Contextual Outlier Detection with Multiple Contexts: Application
to Ad Fraud},
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 = {139--156},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_9},
doi = {10.1007/978-3-030-10925-7\_9},
timestamp = {Fri, 18 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MeghanathPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02269,
author = {Shubhranshu Shekhar and
Leman Akoglu},
title = {Incorporating Privileged Information to Unsupervised Anomaly Detection},
journal = {CoRR},
volume = {abs/1805.02269},
year = {2018},
url = {http://arxiv.org/abs/1805.02269},
eprinttype = {arXiv},
eprint = {1805.02269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-02269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/VidrosKKA17,
author = {Sokratis Vidros and
Constantinos Kolias and
Georgios Kambourakis and
Leman Akoglu},
title = {Automatic Detection of Online Recruitment Frauds: Characteristics,
Methods, and a Public Dataset},
journal = {Future Internet},
volume = {9},
number = {1},
pages = {6},
year = {2017},
url = {https://doi.org/10.3390/fi9010006},
doi = {10.3390/FI9010006},
timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fi/VidrosKKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/VlasselaerEASB17,
author = {V{\'{e}}ronique Van Vlasselaer and
Tina Eliassi{-}Rad and
Leman Akoglu and
Monique Snoeck and
Bart Baesens},
title = {GOTCHA! Network-Based Fraud Detection for Social Security Fraud},
journal = {Manag. Sci.},
volume = {63},
number = {9},
pages = {3090--3110},
year = {2017},
url = {https://doi.org/10.1287/mnsc.2016.2489},
doi = {10.1287/MNSC.2016.2489},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/VlasselaerEASB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Akoglu17,
author = {Leman Akoglu},
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 = {Online Detection of Anomalous Heterogeneous Graphs with Streaming
Edges},
booktitle = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
pages = {968},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDMW.2017.133},
doi = {10.1109/ICDMW.2017.133},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Akoglu17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ManzoorA17,
author = {Emaad A. Manzoor and
Leman Akoglu},
title = {RUSH!: Targeted Time-limited Coupons via Purchase Forecasts},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1923--1931},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098104},
doi = {10.1145/3097983.3098104},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ManzoorA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KwonBA17,
author = {Heeyoung Kwon and
Mirza Basim Baig and
Leman Akoglu},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {A Domain-Agnostic Approach to Spam-URL Detection via Redirects},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
pages = {220--232},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2\_18},
doi = {10.1007/978-3-319-57529-2\_18},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/KwonBA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MishraA17,
author = {Abhinav Mishra and
Leman Akoglu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Ranking in Heterogeneous Networks with Geo-Location Information},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {408--416},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.46},
doi = {10.1137/1.9781611974973.46},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MishraA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RezaeiPA17,
author = {Aria Rezaei and
Bryan Perozzi and
Leman Akoglu},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Ties That Bind: Characterizing Classes by Attributes and Social Ties},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {973--981},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3055138},
doi = {10.1145/3041021.3055138},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/RezaeiPA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RezaeiPA17,
author = {Aria Rezaei and
Bryan Perozzi and
Leman Akoglu},
title = {Ties That Bind - Characterizing Classes by Attributes and Social Ties},
journal = {CoRR},
volume = {abs/1701.09039},
year = {2017},
url = {http://arxiv.org/abs/1701.09039},
eprinttype = {arXiv},
eprint = {1701.09039},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RezaeiPA17.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/abs-1708-05929,
author = {Meghanath Macha and
Leman Akoglu},
title = {{X-PACS:} eXPlaining Anomalies by Characterizing Subspaces},
journal = {CoRR},
volume = {abs/1708.05929},
year = {2017},
url = {http://arxiv.org/abs/1708.05929},
eprinttype = {arXiv},
eprint = {1708.05929},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05929.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/datamine/ChanA16,
author = {Hau Chan and
Leman Akoglu},
title = {Optimizing network robustness by edge rewiring: a general framework},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {5},
pages = {1395--1425},
year = {2016},
url = {https://doi.org/10.1007/s10618-015-0447-5},
doi = {10.1007/S10618-015-0447-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ChanA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/RayanaA16,
author = {Shebuti Rayana and
Leman Akoglu},
title = {Less is More: Building Selective Anomaly Ensembles},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {42:1--42:33},
year = {2016},
url = {https://doi.org/10.1145/2890508},
doi = {10.1145/2890508},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/RayanaA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PeiALLLMOPPCWW016,
author = {Jian Pei and
Leman Akoglu and
Hongrae Lee and
Justin J. Levandoski and
Xuelong Li and
Rosa Meo and
Carlos Ordonez and
Jeff M. Phillips and
Barbara Poblete and
K. Sel{\c{c}}uk Candan and
Meng Wang and
Ji{-}Rong Wen and
Li Xiong and
Wenjie Zhang},
title = {{EIC} Editorial},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {10},
pages = {2535--2537},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2592658},
doi = {10.1109/TKDE.2016.2592658},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PeiALLLMOPPCWW016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShiTWA16,
author = {Lei Shi and
Hanghang Tong and
Chaoli Wang and
Leman Akoglu},
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 = {{ACM} DAVA'16: 2nd International Workshop on DAta mining meets Visual
Analytics at Big Data Era},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2509},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2988539},
doi = {10.1145/2983323.2988539},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShiTWA16.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/RayanaZA16,
author = {Shebuti Rayana and
Wen Zhong and
Leman Akoglu},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Sequential Ensemble Learning for Outlier Detection: {A} Bias-Variance
Perspective},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1167--1172},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0154},
doi = {10.1109/ICDM.2016.0154},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RayanaZA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/YeKA16,
author = {Junting Ye and
Santhosh Kumar and
Leman Akoglu},
title = {Temporal Opinion Spam Detection by Multivariate Indicative Signals},
booktitle = {Proceedings of the Tenth International Conference on Web and Social
Media, Cologne, Germany, May 17-20, 2016},
pages = {743--746},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13127},
timestamp = {Fri, 05 Feb 2021 11:07:46 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/YeKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ManzoorMA16,
author = {Emaad A. Manzoor and
Sadegh M. Milajerdi and
Leman Akoglu},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous
Graphs},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1035--1044},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939783},
doi = {10.1145/2939672.2939783},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ManzoorMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PerozziA16,
author = {Bryan Perozzi and
Leman Akoglu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Scalable Anomaly Ranking of Attributed Neighborhoods},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {207--215},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.24},
doi = {10.1137/1.9781611974348.24},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PerozziA16.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/RayanaA16,
author = {Shebuti Rayana and
Leman Akoglu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Collective Opinion Spam Detection using Active Inference},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {630--638},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.71},
doi = {10.1137/1.9781611974348.71},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RayanaA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/SinghKMMGA16,
author = {Rachee Singh and
Hyungjoon Koo and
Najmehalsadat Miramirkhani and
Fahimeh Mirhaj and
Phillipa Gill and
Leman Akoglu},
editor = {Amir Houmansadr and
Prateek Mittal},
title = {The Politics of Routing: Investigating the Relationship between {AS}
Connectivity and Internet Freedom},
booktitle = {6th {USENIX} Workshop on Free and Open Communications on the Internet,
{FOCI} '16, Austin, TX, USA, August 8, 2016},
publisher = {{USENIX} Association},
year = {2016},
url = {https://www.usenix.org/conference/foci16/workshop-program/presentation/singh},
timestamp = {Mon, 01 Feb 2021 08:43:16 +0100},
biburl = {https://dblp.org/rec/conf/uss/SinghKMMGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerozziA16,
author = {Bryan Perozzi and
Leman Akoglu},
title = {Scalable Anomaly Ranking of Attributed Neighborhoods},
journal = {CoRR},
volume = {abs/1601.06711},
year = {2016},
url = {http://arxiv.org/abs/1601.06711},
eprinttype = {arXiv},
eprint = {1601.06711},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerozziA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ManzoorMVA16,
author = {Emaad A. Manzoor and
Sadegh Momeni and
Venkat N. Venkatakrishnan and
Leman Akoglu},
title = {Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous
Graphs},
journal = {CoRR},
volume = {abs/1602.04844},
year = {2016},
url = {http://arxiv.org/abs/1602.04844},
eprinttype = {arXiv},
eprint = {1602.04844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ManzoorMVA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YeKA16,
author = {Junting Ye and
Santhosh Kumar and
Leman Akoglu},
title = {Temporal Opinion Spam Detection by Multivariate Indicative Signals},
journal = {CoRR},
volume = {abs/1603.01929},
year = {2016},
url = {http://arxiv.org/abs/1603.01929},
eprinttype = {arXiv},
eprint = {1603.01929},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YeKA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinghKMMAG16,
author = {Rachee Singh and
Hyungjoon Koo and
Najmehalsadat Miramirkhani and
Fahimeh Mirhaj and
Leman Akoglu and
Phillipa Gill},
title = {The Politics of Routing: Investigating the Relationship Between {AS}
Connectivity and Internet Freedom},
journal = {CoRR},
volume = {abs/1606.02230},
year = {2016},
url = {http://arxiv.org/abs/1606.02230},
eprinttype = {arXiv},
eprint = {1606.02230},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinghKMMAG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RayanaZA16,
author = {Shebuti Rayana and
Wen Zhong and
Leman Akoglu},
title = {Sequential Ensemble Learning for Outlier Detection: {A} Bias-Variance
Perspective},
journal = {CoRR},
volume = {abs/1609.05528},
year = {2016},
url = {http://arxiv.org/abs/1609.05528},
eprinttype = {arXiv},
eprint = {1609.05528},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RayanaZA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AkogluTK15,
author = {Leman Akoglu and
Hanghang Tong and
Danai Koutra},
title = {Graph based anomaly detection and description: a survey},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {3},
pages = {626--688},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0365-y},
doi = {10.1007/S10618-014-0365-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AkogluTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/VlasselaerBCEAS15,
author = {V{\'{e}}ronique Van Vlasselaer and
Cristi{\'{a}}n Bravo and
Olivier Caelen and
Tina Eliassi{-}Rad and
Leman Akoglu and
Monique Snoeck and
Bart Baesens},
title = {{APATE:} {A} novel approach for automated credit card transaction
fraud detection using network-based extensions},
journal = {Decis. Support Syst.},
volume = {75},
pages = {38--48},
year = {2015},
url = {https://doi.org/10.1016/j.dss.2015.04.013},
doi = {10.1016/J.DSS.2015.04.013},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/VlasselaerBCEAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YaoTXAXL15,
author = {Yuan Yao and
Hanghang Tong and
Tao Xie and
Leman Akoglu and
Feng Xu and
Jian Lu},
title = {Detecting high-quality posts in community question answering sites},
journal = {Inf. Sci.},
volume = {302},
pages = {70--82},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.12.038},
doi = {10.1016/J.INS.2014.12.038},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YaoTXAXL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/BhatGJPA15,
author = {Vasudev Bhat and
Adheesh Gokhale and
Ravi Jadhav and
Jagat Sastry Pudipeddi and
Leman Akoglu},
title = {Effects of tag usage on question response time - Analysis and prediction
in StackOverflow},
journal = {Soc. Netw. Anal. Min.},
volume = {5},
number = {1},
pages = {24:1--24:13},
year = {2015},
url = {https://doi.org/10.1007/s13278-015-0263-3},
doi = {10.1007/S13278-015-0263-3},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/BhatGJPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/VlasselaerEASB15,
author = {V{\'{e}}ronique Van Vlasselaer and
Tina Eliassi{-}Rad and
Leman Akoglu and
Monique Snoeck and
Bart Baesens},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {{AFRAID:} Fraud Detection via Active Inference in Time-evolving Social
Networks},
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 = {659--666},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2810058},
doi = {10.1145/2808797.2810058},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/VlasselaerEASB15.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/cosn/YeA15,
author = {Junting Ye and
Leman Akoglu},
editor = {Aneesh Sharma and
Rakesh Agrawal and
Matthias Grossglauser},
title = {Discovering Opinion Spammer Groups by Network Footprints},
booktitle = {Proceedings of the 2015 {ACM} on Conference on Online Social Networks,
{COSN} 2015, Palo Alto, California, USA, November 2-3, 2015},
pages = {97},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2817946.2820606},
doi = {10.1145/2817946.2820606},
timestamp = {Tue, 06 Nov 2018 16:58:13 +0100},
biburl = {https://dblp.org/rec/conf/cosn/YeA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/VlasselaerAESB15,
author = {V{\'{e}}ronique Van Vlasselaer and
Leman Akoglu and
Tina Eliassi{-}Rad and
Monique Snoeck and
Bart Baesens},
editor = {Tung X. Bui and
Ralph H. Sprague Jr.},
title = {Guilt-by-Constellation: Fraud Detection by Suspicious Clique Memberships},
booktitle = {48th Hawaii International Conference on System Sciences, {HICSS} 2015,
Kauai, Hawaii, USA, January 5-8, 2015},
pages = {918--927},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/HICSS.2015.114},
doi = {10.1109/HICSS.2015.114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/VlasselaerAESB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RayanaA15,
author = {Shebuti Rayana and
Leman Akoglu},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Collective Opinion Spam Detection: Bridging Review Networks and Metadata},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {985--994},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783370},
doi = {10.1145/2783258.2783370},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RayanaA15.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/pkdd/YeA15,
author = {Junting Ye and
Leman Akoglu},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Discovering Opinion Spammer Groups by Network Footprints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {267--282},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_17},
doi = {10.1007/978-3-319-23528-8\_17},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YeA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChanHA15,
author = {Hau Chan and
Shuchu Han and
Leman Akoglu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Where Graph Topology Matters: The Robust Subgraph Problem},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {10--18},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.2},
doi = {10.1137/1.9781611974010.2},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChanHA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RayanaA15,
author = {Shebuti Rayana and
Leman Akoglu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Less is More: Building Selective Anomaly Ensembles with Application
to Event Detection in Temporal Graphs},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {622--630},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.70},
doi = {10.1137/1.9781611974010.70},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RayanaA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BaigA15,
author = {Mirza Basim Baig and
Leman Akoglu},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Correlation of Node Importance Measures: An Empirical Study through
Graph Robustness},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {275--281},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2743055},
doi = {10.1145/2740908.2743055},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/BaigA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RayanaA15,
author = {Shebuti Rayana and
Leman Akoglu},
title = {Less is More: Building Selective Anomaly Ensembles},
journal = {CoRR},
volume = {abs/1501.01924},
year = {2015},
url = {http://arxiv.org/abs/1501.01924},
eprinttype = {arXiv},
eprint = {1501.01924},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RayanaA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChanHA15,
author = {Hau Chan and
Shuchu Han and
Leman Akoglu},
title = {Where Graph Topology Matters: The Robust Subgraph Problem},
journal = {CoRR},
volume = {abs/1501.01939},
year = {2015},
url = {http://arxiv.org/abs/1501.01939},
eprinttype = {arXiv},
eprint = {1501.01939},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChanHA15.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/YeA15,
author = {Junting Ye and
Leman Akoglu},
title = {Robust Semi-Supervised Classification for Multi-Relational Graphs},
journal = {CoRR},
volume = {abs/1510.06024},
year = {2015},
url = {http://arxiv.org/abs/1510.06024},
eprinttype = {arXiv},
eprint = {1510.06024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YeA15.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}
}
@inproceedings{DBLP:conf/acl/KangFAC14,
author = {Jun Seok Kang and
Song Feng and
Leman Akoglu and
Yejin Choi},
title = {ConnotationWordNet: Learning Connotation over the Word+Sense Network},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {1544--1554},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1145},
doi = {10.3115/V1/P14-1145},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KangFAC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/GaoA14,
author = {Tiantian Gao and
Leman Akoglu},
editor = {Hua Wang and
Mohamed A. Sharaf},
title = {Fast Information-Theoretic Agglomerative Co-clustering},
booktitle = {Databases Theory and Applications - 25th Australasian Database Conference,
{ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8506},
pages = {147--159},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08608-8\_13},
doi = {10.1007/978-3-319-08608-8\_13},
timestamp = {Tue, 26 Mar 2024 13:06:25 +0100},
biburl = {https://dblp.org/rec/conf/adc/GaoA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BhatGJPA14,
author = {Vasudev Bhat and
Adheesh Gokhale and
Ravi Jadhav and
Jagat Sastry Pudipeddi and
Leman Akoglu},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {Min(e)d your tags: Analysis of Question response time in StackOverflow},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {328--335},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921605},
doi = {10.1109/ASONAM.2014.6921605},
timestamp = {Thu, 02 May 2024 20:50:55 +0200},
biburl = {https://dblp.org/rec/conf/asunam/BhatGJPA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/YaoTXAXL14,
author = {Yuan Yao and
Hanghang Tong and
Tao Xie and
Leman Akoglu and
Feng Xu and
Jian Lu},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {Joint voting prediction for questions and answers in {CQA}},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {340--343},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921607},
doi = {10.1109/ASONAM.2014.6921607},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/YaoTXAXL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/Akoglu14,
author = {Leman Akoglu},
editor = {Eytan Adar and
Paul Resnick and
Munmun De Choudhury and
Bernie Hogan and
Alice Oh},
title = {Quantifying Political Polarity Based on Bipartite Opinion Networks},
booktitle = {Proceedings of the Eighth International Conference on Weblogs and
Social Media, {ICWSM} 2014, Ann Arbor, Michigan, USA, June 1-4, 2014},
publisher = {The {AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/view/8073},
timestamp = {Tue, 26 Apr 2022 13:37:31 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/Akoglu14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PerozziASM14,
author = {Bryan Perozzi and
Leman Akoglu and
Patricia Iglesias S{\'{a}}nchez and
Emmanuel M{\"{u}}ller},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Focused clustering and outlier detection in large attributed 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 = {1346--1355},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623682},
doi = {10.1145/2623330.2623682},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PerozziASM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AkogluKKPRW14,
author = {Leman Akoglu and
Rohit Khandekar and
Vibhore Kumar and
Srinivasan Parthasarathy and
Deepak Rajan and
Kun{-}Lung Wu},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Fast Nearest Neighbor Search on Large Time-Evolving Graphs},
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 = {17--33},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44848-9\_2},
doi = {10.1007/978-3-662-44848-9\_2},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AkogluKKPRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChanAT14,
author = {Hau Chan and
Leman Akoglu and
Hanghang Tong},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Make It or Break It: Manipulating Robustness in Large Networks},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {325--333},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.37},
doi = {10.1137/1.9781611973440.37},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChanAT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KangAC14,
author = {U Kang and
Leman Akoglu and
Duen Horng Chau},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Big graph mining for the web and social media: algorithms, anomaly
detection, and applications},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {677--678},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556198},
doi = {10.1145/2556195.2556198},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KangAC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PudipeddiAT14,
author = {Jagat Sastry Pudipeddi and
Leman Akoglu and
Hanghang Tong},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {User churn in focused question answering sites: characterizations
and prediction},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {469--474},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2576965},
doi = {10.1145/2567948.2576965},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PudipeddiAT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AkogluTK14,
author = {Leman Akoglu and
Hanghang Tong and
Danai Koutra},
title = {Graph-based Anomaly Detection and Description: {A} Survey},
journal = {CoRR},
volume = {abs/1404.4679},
year = {2014},
url = {http://arxiv.org/abs/1404.4679},
eprinttype = {arXiv},
eprint = {1404.4679},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AkogluTK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/KulkarniPAVVRJ13,
author = {Vivek Kulkarni and
Jagat Sastry Pudipeddi and
Leman Akoglu and
Joshua T. Vogelstein and
R. Jacob Vogelstein and
Sephira Ryman and
Rex E. Jung},
editor = {Kazuyuki Imamura and
Shiro Usui and
Tomoaki Shirao and
Takuji Kasamatsu and
Lars Schwabe and
Ning Zhong},
title = {Sex Differences in the Human Connectome},
booktitle = {Brain and Health Informatics - International Conference, {BHI} 2013,
Maebashi, Japan, October 29-31, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8211},
pages = {82--91},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02753-1\_9},
doi = {10.1007/978-3-319-02753-1\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brain/KulkarniPAVVRJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/PapalexakisAI13,
author = {Evangelos E. Papalexakis and
Leman Akoglu and
Dino Ienco},
title = {Do more views of a graph help? Community detection and clustering
in multi-graphs},
booktitle = {Proceedings of the 16th International Conference on Information Fusion,
{FUSION} 2013, Istanbul, Turkey, July 9-12, 2013},
pages = {899--905},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6641090/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/PapalexakisAI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChanA13,
author = {Hau Chan and
Leman Akoglu},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {External Evaluation of Topic Models: {A} Graph Mining Approach},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {973--978},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.112},
doi = {10.1109/ICDM.2013.112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChanA13.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/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/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}
}
@article{DBLP:journals/corr/YaoTXAXL13,
author = {Yuan Yao and
Hanghang Tong and
Tao Xie and
Leman Akoglu and
Feng Xu and
Jian Lu},
title = {Want a Good Answer? Ask a Good Question First!},
journal = {CoRR},
volume = {abs/1311.6876},
year = {2013},
url = {http://arxiv.org/abs/1311.6876},
eprinttype = {arXiv},
eprint = {1311.6876},
timestamp = {Thu, 30 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoTXAXL13.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/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/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/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/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/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}
}
@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}
}
@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/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/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/mlg/AkogluD10,
author = {Leman Akoglu and
Bhavana Dalvi},
editor = {Ulf Brefeld and
Lise Getoor and
Sofus A. Macskassy},
title = {Structure, tie persistence and event detection in large phone and
{SMS} networks},
booktitle = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
{MLG} '10, Washington, D.C., USA, July 24-25, 2010},
pages = {10--17},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830252.1830254},
doi = {10.1145/1830252.1830254},
timestamp = {Tue, 06 Nov 2018 16:58:01 +0100},
biburl = {https://dblp.org/rec/conf/mlg/AkogluD10.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/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 = {Fri, 25 Dec 2020 01:15:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MeloAFL10.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/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/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/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/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}
}
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