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marymcglo's Faloutsos [190 articles]

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  • Graph mining: Laws, generators, and algorithms
    ACM Comput. Surv., Vol. 38, No. 1. (2006)
    by Deepayan Chakrabarti, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:57 as **
  • Epidemic Thresholds in Real Networks
    ACM Transactions on Information and System Security (ACM TISSEC), Vol. 10, No. 4. (2007)
    by Deepayan Chakrabarti, Yang Wang, Chenxi Wang, Jure Leskovec, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • GraphScope: Parameter-Free Mining of Large Time-Evolving Graphs
    KDD (August 2007)
    by Jimeng Sun, Spiros Papadimitriou, Philip S Yu, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Finding patterns in blog shapes and blog evolution
    (March 2007)
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • A User-Friendly Self-Similarity Analysis Tool.
    Special Section on Tools and Technologies for Networking Research and Education, ACM SIGCOMM Computer Communication Review, (2003)
    by Thomas Karagiannis, Michalis Faloutsos, Mart Molle
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Less is More: Compact Matrix Decomposition for Large Sparse Graphs
    SDM 2007 (April 2007)
    by Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • BRAID: Stream Mining through Group Lag Correlations
    (2005), pp. 599-610.
    by Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • GMine: a system for scalable, interactive graph visualization and mining
    VLDB (2006)
    by Jose F Rodrigues, Hanghang Tong, Agma JM Traina, Christos Faloutsos, Jure Leskovec
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Detecting Fraudulent Personalities in Networks of Online Auctioneers
    PKDD (2006), pp. 103-114.
    by Duen H Chau, Shashank Pandit, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Distributed Pattern Discovery in Multiple Streams
    PAKDD (2006), pp. 713-718.
    by Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Automatic mining of fruit fly embryo images
    KDD (2006), pp. 693-698.
    by Jia Y Pan, Andre, Eric P Xing, Agma JM Traina, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Robust information-theoretic clustering
    KDD (2006), pp. 65-75.
    by Christian Boehm, Christos Faloutsos, Jia Y Pan, Claudia Plant
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Sampling from large graphs
    KDD (2006), pp. 631-636.
    by Jure Leskovec, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Center-piece subgraphs: problem definition and fast solutions
    KDD (2006), pp. 404-413.
    by Hanghang Tong, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:55 as **
  • Beyond streams and graphs: dynamic tensor analysis
    KDD (2006), pp. 374-383.
    by Jimeng Sun, Dacheng Tao, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:54 as **
  • Neighborhood Formation and Anomaly Detection in Bipartite Graph
    ICDM (November FebruaryJuly-March0 2005)
    by Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:53 as **
  • Fast Discovery of 'Connection Subgraphs'
    KDD (August 2004)
    by Christos Faloutsos, Andrew Tomkins, Kevin Mccurley
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:53 as **
  • Graphs over time: densification laws, shrinking diameters and possible explanations
    (2005), pp. 177-187.
    by Jure Leskovec, Jon Kleinberg, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:53 as **
  • Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication
    PKDD (2005), pp. 133-145.
    by Jure Leskovec, Deepayan Chakrabarti, Jon M Kleinberg, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:53 as **
  • Streaming Pattern Discovery in Multiple Time-Series
    VLDB (2005)
    by Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:53 as **
  • An environmental sensor network to determine drinking water quality and security
    SIGMOD Record, Vol. 32, No. 4. (2003), pp. 47-52.
    by Anastassia Ailamaki, Christos Faloutsos, Paul S Fischbeck, Mitchell J Small, Jeanne Vanbriesen
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:53 as **
  • Fully automatic cross-associations
    (2004), pp. 79-88.
    by Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra S Modha, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:52 as **
  • Prediction and Indexing of Moving Objects with Unknown Motion Patterns
    (2004), pp. 611-622.
    by Yufei Tao, Christos Faloutsos, Dimitris Papadias, Bin Liu
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:52 as **
  • notes ViVos: Visual Vocabulary Construction for Mining Biomedical Images
    (2005)
    by Arnab Bhattacharya, Vebjorn Ljosa, Jia Y Pan, Mark R Verardo, Hyungjeong Yang, Christos Faloutsos, Ambuj K Singh
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:52 as **
  • Automatic Multimedia Cross-modal Correlation Discovery
    ACM SIGKDD (August 2004)
    by Jia Y Pan, Hyung J Yang, Christos Faloutsos, Pinar Duygulu
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:52 as **
  • Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint
    SRDS (2003)
    by Yang Wang, Deepayan Chakrabarti, Chenxi Wang, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:52 as **
  • notes AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases.
    (May FebruaryJune-FebruaryAugust 2004)
    by Jia Y Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:51 as **
  • R-MAT: A Recursive Model for Graph Mining
    SIAM Int. Conf. on Data Mining (April 2004)
    by Deepayan Chakrabarti, Yiping Zhan, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:49 as **
  • Making every bit count: Fast nonlinear axis scaling
    KDD (July 2002)
    by Leejay Wu, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • Identifying Web Browsing Trends and Patterns
    IEEE Computer, Vol. 34, No. 7. (July 2001), pp. 94-95.
    by Alan L Montgomery, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • Adaptive, Hands-Off Stream Mining
    VLDB (September 2003)
    by Spiros Papadimitriou, Anthony Brockwell, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • Power-Laws and the AS-level Internet Topology
    IEEE/ACM Transactions on Networking, Vol. 11, No. 4. (2003), pp. 514-524.
    by Georgos Siganos, Michalis Faloutsos, Petros Faloutsos, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • Electricity Based External Similarity of Categorical Attributes
    PAKDD 2003 (April-May 2003)
    by Christopher R Palmer, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • LOCI: Fast Outlier Detection Using the Local Correlation Integral
    ICDE 2003 (March May - March August 2003)
    by Spiros Papadimitriou, Hiroyuki Kitagawa, Phil Gibbons, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • FastCARS: Fast, Correlation-Aware Sampling for Network Data Mining
    GlobeCom 2002 (Nov. JanuaryJuly-FebruaryJanuary 2002)
    by Jia, Srinivasan Seshan, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • VideoCubes: A Novel Tool for Video Mining and Classification
    ICADL 2002 (Dec. November-JanuaryApril 2002)
    by Jia, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • F4: Large-Scale Automated Forecasting using Fractals
    CIKM 2002 (November 2002)
    by Deepay Chakrabarti, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • GeoPlot: Spatial Data Mining on Video Libraries
    CIKM 2002 (November 2002)
    by Jia, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • notes Capturing the spatio-temporal behavior of real traffic data
    Performance 2002 (IFIP Int. Symp. on Computer Performance Modeling, Measurement and Evaluation), (September 2002)
    by Mengzhi Wang, Anastassia Ailamaki, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • LOCI: Fast Outlier Detection Using the Local Correlation Integral
    ICDE (March February00March May - March August 2003)
    by Spiros Papadimitriou, Hiroyuki Kitagawa, Phil Gibbons, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:48 as **
  • Accurate Modeling of Region Data
    IEEE TKDE, Vol. 13, No. 6. (November 2001), pp. 874-883.
    by Guido Proietti, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • Multimedia IR: Indexing and Searching,
    (1999)
    by Christos Faloutsos
    edited by Ricardo B Yates, Berthier
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic
    ICDE (February 2002)
    by Mengzhi Wang, Tara Madhyastha, Ngai H Chang, Spiros Papadimitriou, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • NetCube: A Scalable Tool for Fast Data Mining and Compression
    VLDB (September 2001)
    by Dimitris Margaritis, Christos Faloutsos, Sebastian Thrun
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • Meta-scoring: Automatically Evaluating Term Weighting Schemas in IR without Precision-Recall
    SIGIR (Sept. September-JanuaryMarch 2001)
    by Rong Jin, Christos Faloutsos, Alex G Hauptmann
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • notes The "DGX" Distribution for Mining Massive, Skewed Data
    KDD (August 2001)
    by Zhiqiang Bi, Christos Faloutsos, Flip Korn
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • Tri-Plots: Scalable Tools for Multidimensional Data Mining
    KDD (August 2001)
    by Agma Traina, Caetano Traina, Spiros Papadimitriou, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • The connectivity and fault-tolerance of the Internet topology
    (May FebruaryMay 2001)
    by Chris Palmer, Georgios Siganos, Michalis Faloutsos, Christos Faloutsos, Phil Gibbons
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • FALCON: Feedback Adaptive Loop for Content-Based Retrieval
    VLDB (Sept. October-JanuaryApril 2000)
    by Leejay Wu, Christos Faloutsos, Katia Sycara, Terry Payne
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
  • Fast Time Sequence Indexing for Arbitrary Lp Norms
    VLDB (Sept. October-JanuaryApril 2000)
    by Byoung K Yi, Christos Faloutsos
    posted to file-import-08-04-25 by marymcglo on 2008-04-25 02:51:47 as **
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