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Christos Faloutsos

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science, Statistics
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"Christos Faloutsos"
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Children

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Polo Chau grad student (Computer Science Tree)
Deepayan Chakrabarti grad student 2005 Carnegie Mellon
Spiros Papadimitriou grad student 2005 Carnegie Mellon
Leejay Wu grad student 2005 Carnegie Mellon
Jia-Yu Pan grad student 2006 Carnegie Mellon
Jimeng Sun grad student 2007 Carnegie Mellon
Jurij Leskovec grad student 2008 Carnegie Mellon
Hanghang Tong grad student 2009 Carnegie Mellon
Mary McGlohon grad student 2010 Carnegie Mellon
Fan Guo grad student 2011 Carnegie Mellon
Duen H. Chau grad student 2012 Carnegie Mellon
U Kang grad student 2012 Carnegie Mellon

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Publications

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Wong SWH, Pastrello C, Kotlyar M, et al. (2023) USNAP: Fast unique dense region detection and its application to lung cancer. Bioinformatics (Oxford, England)
Vajiac C, Chau DH, Olligschlaeger A, et al. (2022) TRAFFICVIS: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking. Ieee Transactions On Visualization and Computer Graphics
Feng W, Liu S, Faloutsos C, et al. (2021) EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection Future Generation Computer Systems. 115: 236-250
Hooi B, Shin K, Lamba H, et al. (2020) TellTail: Fast Scoring and Detection of Dense Subgraphs Proceedings of the Aaai Conference On Artificial Intelligence. 34: 4150-4157
Bhatia S, Hooi B, Yoon M, et al. (2020) Midas: Microcluster-Based Detector of Anomalies in Edge Streams Proceedings of the Aaai Conference On Artificial Intelligence. 34: 3242-3249
Shin K, Oh S, Kim J, et al. (2020) Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams Acm Transactions On Knowledge Discovery From Data. 14: 1-39
Zhang J, Oh J, Shin K, et al. (2020) Fast and memory-efficient algorithms for high-order Tucker decomposition Knowledge and Information Systems. 62: 2765-2794
Lee D, Shin K, Faloutsos C. (2020) Temporal locality-aware sampling for accurate triangle counting in real graph streams The Vldb Journal. 1-25
Liu S, Hooi B, Faloutsos C. (2019) A Contrast Metric for Fraud Detection in Rich Graphs Ieee Transactions On Knowledge and Data Engineering. 31: 2235-2248
Fu X, Huang K, Papalexakis EE, et al. (2019) Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data Ieee Transactions On Knowledge and Data Engineering. 31: 2304-2318
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