2022

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TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs
Ilias Dimitriadis | Marinos Poiitis | Christos Faloutsos | Athena Vakali
2022 Volume 25 Issue 6

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EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
Namyong Park | Fuchen Liu | Purvanshi Mehta | Dana Cristofor | Christos Faloutsos | Yuxiao Dong
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Coarse-to-Fine Sparse Sequential Recommendation
Jiacheng Li | Tong Zhao | Jin Li | Jim Chan | Christos Faloutsos | George Karypis | Soo-Min Pantel | Julian J. McAuley
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision
Xinyang Zhang | Chenwei Zhang | Xian Li | Xin Luna Dong | Jingbo Shang | Christos Faloutsos | Jiawei Han
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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CGC: Contrastive Graph Clustering forCommunity Detection and Tracking
Namyong Park | Ryan A. Rossi | Eunyee Koh | Iftikhar Ahamath Burhanuddin | Sungchul Kim | Fan Du | Nesreen K. Ahmed | Christos Faloutsos
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking
Pratheeksha Nair | Yifei Li | Catalina Vajiac | Andreas M. Olligschlaeger | Meng-Chieh Lee | Namyong Park | Duen Horng Chau | Christos Faloutsos | Reihaneh Rabbany
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2020

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AutoBlock: A Hands-off Blocking Framework for Entity Matching
Wei Zhang | Hao Wei | Bunyamin Sisman | Xin Luna Dong | Christos Faloutsos | David Page
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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P-Companion: A Principled Framework for Diversified Complementary Product Recommendation
Junheng Hao | Tong Zhao | Jin Li | Xin Luna Dong | Christos Faloutsos | Yizhou Sun | Wei Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Forecasting Big Time Series: Theory and Practice
Christos Faloutsos | Valentin Flunkert | Jan Gasthaus | Tim Januschowski | Yuyang Wang
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Higher-Order Label Homogeneity and Spreading in Graphs
Dhivya Eswaran | Srijan Kumar | Christos Faloutsos
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Collective Multi-type Entity Alignment Between Knowledge Graphs
Qi Zhu | Hao Wei | Bunyamin Sisman | Da Zheng | Christos Faloutsos | Xin Luna Dong | Jiawei Han
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2018

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Did We Get It Right? Predicting Query Performance in e-Commerce Search
Rohan Kumar | Mohit Kumar | Neil Shah | Christos Faloutsos
The SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, USA, July 12, 2018

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REV2: Fraudulent User Prediction in Rating Platforms
Srijan Kumar | Bryan Hooi | Disha Makhija | Mohit Kumar | Christos Faloutsos | V. S. Subrahmanian
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Disk-based Matrix Completion for Memory Limited Devices
Dongha Lee | Jinoh Oh | Christos Faloutsos | Byungju Kim | Hwanjo Yu
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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ChangeDAR: Online Localized Change Detection for Sensor Data on a Graph
Bryan Hooi | Leman Akoglu | Dhivya Eswaran | Amritanshu Pandey | Marko Jereminov | Larry T. Pileggi | Christos Faloutsos
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

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Individual and Collective Graph Mining: Principles, Algorithms, and Applications
Danai Koutra | Christos Faloutsos
2017

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Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities
Yasuko Matsubara | Yasushi Sakurai | Christos Faloutsos
2017 Volume 20 Issue 3

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Nonlinear Dynamics of Information Diffusion in Social Networks
Yasuko Matsubara | Yasushi Sakurai | B. Aditya Prakash | Lei Li | Christos Faloutsos
2017 Volume 11 Issue 2

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Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms
Evangelos E. Papalexakis | Christos Faloutsos | Nicholas D. Sidiropoulos
2017 Volume 8 Issue 2

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S-HOT: Scalable High-Order Tucker Decomposition
Jinoh Oh | Kijung Shin | Evangelos E. Papalexakis | Christos Faloutsos | Hwanjo Yu
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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D-Cube: Dense-Block Detection in Terabyte-Scale Tensors
Kijung Shin | Bryan Hooi | Jisu Kim | Christos Faloutsos
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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HoloScope: Topology-and-Spike Aware Fraud Detection
Shenghua Liu | Bryan Hooi | Christos Faloutsos
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization
Tsubasa Takahashi | Bryan Hooi | Christos Faloutsos
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

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Quantifying Structural Patterns of Information Cascades
Chengxi Zang | Peng Cui | Chaoming Song | Christos Faloutsos | Wenwu Zhu
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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On Detecting Frauds in Comparison-Shopping Services
Sang-Chul Lee | Christos Faloutsos | Dong-Kyu Chae | Sang-Wook Kim
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Mining Online Music Listening Trajectories
Flavio V. D. de Figueiredo | Bruno Ribeiro | Christos Faloutsos | Nazareno Andrade | Jussara M. Almeida
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information
Min-Hee Jang | Christos Faloutsos | Sang-Wook Kim | U Kang | Jiwoon Ha
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Mining Big Time-series Data on the Web
Yasushi Sakurai | Yasuko Matsubara | Christos Faloutsos
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

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Non-Linear Mining of Competing Local Activities
Yasuko Matsubara | Yasushi Sakurai | Christos Faloutsos
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

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TribeFlow: Mining & Predicting User Trajectories
Flavio V. D. de Figueiredo | Bruno Ribeiro | Jussara M. Almeida | Christos Faloutsos
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Modeling Website Popularity Competition in the Attention-Activity Marketplace
Bruno Ribeiro | Christos Faloutsos
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

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The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities
Yasuko Matsubara | Yasushi Sakurai | Christos Faloutsos
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015

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Why Do You Follow Him?: Multilinear Analysis on Twitter
Yuto Yamaguchi | Mitsuo Yoshida | Christos Faloutsos | Hiroyuki Kitagawa
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

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Extracting Taxonomies from Bipartite Graphs
Tobias Kötter | Stephan Günnemann | Christos Faloutsos | Michael R. Berthold
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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Robust multivariate autoregression for anomaly detection in dynamic product ratings
Nikou Günnemann | Stephan Günnemann | Christos Faloutsos
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

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CoBaFi: collaborative bayesian filtering
Alex Beutel | Kenton Murray | Christos Faloutsos | Alexander J. Smola
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

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Large graph mining: patterns, cascades, fraud detection, and algorithms
Christos Faloutsos
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

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Spotting misbehaviors in location-based social networks using tensors
Evangelos E. Papalexakis | Konstantinos Pelechrinis | Christos Faloutsos
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

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Detecting suspicious following behavior in multimillion-node social networks
Meng Jiang | Peng Cui | Alex Beutel | Christos Faloutsos | Shiqiang Yang
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

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Trust prediction using positive, implicit, and negative information
Min-Hee Jang | Christos Faloutsos | Sang-Wook Kim
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

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Anomaly, event, and fraud detection in large network datasets
Leman Akoglu | Christos Faloutsos
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

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Fast anomaly detection despite the duplicates
Jay Yoon Lee | U Kang | Danai Koutra | Christos Faloutsos
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume

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The self-feeding process: a unifying model for communication dynamics in the web
Pedro Olmo Stancioli Vaz de Melo | Christos Faloutsos | Renato M. Assunção | Antonio Alfredo Ferreira Loureiro
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

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CopyCatch: stopping group attacks by spotting lockstep behavior in social networks
Alex Beutel | Wanhong Xu | Venkatesan Guruswami | Christopher Palow | Christos Faloutsos
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

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Graph Mining: Laws, Tools, and Case Studies
Deepayan Chakrabarti | Christos Faloutsos
2012

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Gateway finder in large graphs: problem definitions and fast solutions
Hanghang Tong | Spiros Papadimitriou | Christos Faloutsos | Philip S. Yu | Tina Eliassi-Rad
2012 Volume 15 Issue 3-4

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Top-N recommendation through belief propagation
Jiwoon Ha | Soon-Hyoung Kwon | Sang-Wook Kim | Christos Faloutsos | Sunju Park
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Fast and reliable anomaly detection in categorical data
Leman Akoglu | Hanghang Tong | Jilles Vreeken | Christos Faloutsos
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Gelling, and melting, large graphs by edge manipulation
Hanghang Tong | B. Aditya Prakash | Tina Eliassi-Rad | Michalis Faloutsos | Christos Faloutsos
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Winner takes all: competing viruses or ideas on fair-play networks
B. Aditya Prakash | Alex Beutel | Roni Rosenfeld | Christos Faloutsos
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012

2011

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Mining billion-node graphs: patterns, generators and tools
Christos Faloutsos
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

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BlogCast effect on information diffusion in a blogosphere
Sang-Wook Kim | Christos Faloutsos | Jiwoon Ha
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Spectral analysis of a blogosphere
Sang-Wook Kim | Ki-Nam Kim | Christos Faloutsos | Joon Ho Lee
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Constructing seminal paper genealogy
Duck-Ho Bae | Se-Mi Hwang | Sang-Wook Kim | Christos Faloutsos
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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A linear-time approximation of the earth mover's distance
Min-Hee Jang | Sang-Wook Kim | Christos Faloutsos | Sunju Park
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2009

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Tailoring click models to user goals
Fan Guo | Lei Li | Christos Faloutsos
Proceedings of the 2009 workshop on Web Search Click Data, WSCD@WSDM 2009, Barcelona, Spain, February 9, 2009

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iPoG: fast interactive proximity querying on graphs
Hanghang Tong | Huiming Qu | Hani Jamjoom | Christos Faloutsos
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

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Click chain model in web search
Fan Guo | Chao Liu | Anitha Kannan | Tom Minka | Michael J. Taylor | Yi Min Wang | Christos Faloutsos
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009

2008

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Graph mining and influence propagation
Christos Faloutsos
Proceedings of the 2nd ACM Workshop on Information Credibility on the Web, WICOW 2008, Napa Valley, California, USA, October 30, 2008

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Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links
Gunhee Kim | Christos Faloutsos | Martial Hebert
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2008, Vancouver, British Columbia, Canada, October 30-31, 2008

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Fast mining of complex time-stamped events
Hanghang Tong | Yasushi Sakurai | Tina Eliassi-Rad | Christos Faloutsos
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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A novel optimization approach to efficiently process aggregate similarity queries in metric access methods
Humberto Luiz Razente | Maria Camila Nardini Barioni | Agma J. M. Traina | Christos Faloutsos | Caetano Traina Jr.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2007

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Parallel crawling for online social networks
Duen Horng Chau | Shashank Pandit | Samuel Wang | Christos Faloutsos
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

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Netprobe: a fast and scalable system for fraud detection in online auction networks
Shashank Pandit | Duen Horng Chau | Samuel Wang | Christos Faloutsos
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

2006

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Efficient processing of complex similarity queries in RDBMS through query rewriting
Caetano Traina Jr. | Agma J. M. Traina | Marcos R. Vieira | Adriano S. Arantes | Christos Faloutsos
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006

2003

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The power-method: a comprehensive estimation technique for multi-dimensional queries
Yufei Tao | Christos Faloutsos | Dimitris Papadias
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003

2002

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"GeoPlot": spatial data mining on video libraries
Jia-Yu Pan | Christos Faloutsos
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

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How to improve the pruning ability of dynamic metric access methods
Caetano Traina Jr. | Agma J. M. Traina | Roberto F. Santos Filho | Christos Faloutsos
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

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Future directions in data mining: streams, networks, self-similarity and power laws
Christos Faloutsos
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

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F4: large-scale automated forecasting using fractals
Deepayan Chakrabarti | Christos Faloutsos
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

1998

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Self-Spacial Join Selectivity Estimation Using Fractal Concepts
Alberto Belussi | Christos Faloutsos
1998 Volume 16 Issue 2

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Selectivity Estimation of Window Queries
Guido Proietti | Christos Faloutsos
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, Bethesda, Maryland, USA, November 3-7, 1998

1993

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On Packing R-trees
Ibrahim Kamel | Christos Faloutsos
CIKM 93, Proceedings of the Second International Conference on Information and Knowledge Management, Washington, DC, USA, November 1-5, 1993

1987

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Description and Performance Analysis of Signature File Methods for Office Filing
Christos Faloutsos | Stavros Christodoulakis
1987 Volume 5 Issue 3

1984

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Signature Files: An Access Method for Documents and Its Analytical Performance Evaluation
Christos Faloutsos | Stavros Christodoulakis
1984 Volume 2 Issue 4