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C

Christos Faloutsos

Google Incorporated

132H-index
966Paper Count
8.2WCitation Count
Published Papers 63
Publication Date
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OmniMatch: Joinability Discovery in Data Products
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-07-01
err0
PREAI
errKoutras, Christos; Zhang, Jiani; Qin, Xiao; Lei, Chuan; Ioannidis, Vasileios; Faloutsos, Christos; Karypis, George; Katsifodimos, Asterios
errShare
errSave
A Flexible Forecasting Stack
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2024-11-08
err0
PREAI
errJanuschowski, Tim; Wang, Yuyang; Gasthaus, Jan; Rangapuram, Syama; Turkmen, Caner; Zscheigner, Jasper; Stella, Lorenzo; Bohlke-Schneider, Michael; Maddix, Danielle; Benidis, Konstantinos; Alexandrov, Alexander; Faloutsos, Christos; Schelter, Sebastian
errShare
errSave
DeltaShield: Information Theory for Human- Trafficking Detection
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-03-30
err0
errOAAI
errVajiac, Catalina; Lee, Meng-Chieh; Kulshrestha, Aayushi; Levy, Sacha; Park, Namyong; Olligschlaeger, Andreas; Jones, Cara; Rabbany, Reihaneh; Faloutsos, Christos
errShare
errSave
DeepFixCX: Explainable privacy-preserving image compression for medical image analysis
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2023-03-11
err9
errOAAI
errGaudio, Alex; Smailagic, Asim; Faloutsos, Christos; Mohan, Shreshta; Johnson, Elvin; Liu, Yuhao; Costa, Pedro; Campilho, Aurelio
errShare
errSave
Benefit-aware early prediction of health outcomes on multivariate EEG time series
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-03-01
err4
errOAAI
errShekhar, Shubhranshu; Eswaran, Dhivya; Hooi, Bryan; Elmer, Jonathan; Faloutsos, Christos; Akoglu, Leman
errShare
errSave
ExplainFix: Explainable spatially fixed deep networks
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2022-11-25
err2
errOAAI
errGaudio, Alex; Faloutsos, Christos; Smailagic, Asim; Costa, Pedro; Campilho, Aurelio
errShare
errSave
Dynamic Graph-Based Anomaly Detection in the Electrical Grid
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2022-09-01
err15
errOAAI
errLi, Shimiao; Pandey, Amritanshu; Hooi, Bryan; Faloutsos, Christos; Pileggi, Larry
errShare
errSave
Real-Time Anomaly Detection in Edge Streams
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2022-01-08
err9
errOAAI
errBhatia, Siddharth; Liu, Rui; Hooi, Bryan; Yoon, Minji; Shin, Kijung; Faloutsos, Christos
errShare
errSave
CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2021-04-21
err6
errOAAI
errShin, Kijung; Lee, Euiwoong; Oh, Jinoh; Hammoud, Mohammad; Faloutsos, Christos
errShare
errSave
EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2021-02-01
err6
PREAI
errFeng, Wenjie; Liu, Shenghua; Faloutsos, Christos; Hooi, Bryan; Shen, Huawei; Cheng, Xueqi
errShare
errSave
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2020-02-09
err26
errOAAI
errShin, Kijung; Oh, Sejoon; Kim, Jisu; Hooi, Bryan; Faloutsos, Christos
errShare
errSave
A Contrast Metric for Fraud Detection in Rich Graphs
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2019-12-01
err18
errOAAI
errLiu, Shenghua; Hooi, Bryan; Faloutsos, Christos
errShare
errSave
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2019-12-01
err16
PREAI
errFu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Song, Hyun Ah; Talukdar, Partha; Sidiropoulos, Nicholas D.; Faloutsos, Christos; Mitchell, Tom
errShare
errSave
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2019-01-23
err0
PREAI
errvan Leeuwen, Matthijs; Chau, Polo; Vreeken, Jilles; Shahaf, Dafna; Faloutsos, Christos
errShare
errSave
WebHound: a data-driven intrusion detection from real-world web access logs
errSOFT COMPUTING
IF2.5
err2019-01-18
err2
PREAI
errWei, Te-En; Lee, Hahn-Ming; Jeng, Albert B.; Lamba, Hemank; Faloutsos, Christos
errShare
errSave
On Power Law Growth of Social Networks
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2018-09-01
err18
PREAI
errZang, Chengxi; Cu, Peng; Faloutsos, Christos; Zhu, Wenwu
errShare
errSave
Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2018-01-23
err14
PREAI
errShin, Kijung; Hooi, Bryan; Faloutsos, Christos
errShare
errSave
Modeling tumor progression via the comparison of stage-specific graphs
errMETHODS
IF4.3
err2018-01-01
err6
errOAAI
errWong, Serene W. H.; Pastrello, Chiara; Kotlyar, Max; Faloutsos, Christos; Jurisica, Igor
errShare
errSave
COMENGO: A Dynamic Model for Social Group Evolution
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2017-07-27
err3
PREAI
errZhang, Tianyang; Cui, Peng; Faloutsos, Christos; Lu, Yunfei; Ye, Hao; Zhu, Wenwu; Yang, Shiqiang
errShare
errSave
Modeling Temporal Activity to Detect Anomalous Behavior in Social Media
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2017-07-14
err12
errOAAI
errCosta, Alceu Ferraz; Yamaguchi, Yuto; Machado Traina, Agma Juci; Traina, Caetano, Jr.; Faloutsos, Christos
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Arthur W. Toga
H-index: 173 · Papers: 1.4K
J
Jure Leskovec
H-index: 136 · Papers: 625
E
Eric P. Xing
H-index: 96 · Papers: 911
G
George Karypis
H-index: 93 · Papers: 724
T
Tom M. Mitchell
H-index: 81 · Papers: 348
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