External Links

    Journal: Data Min. Knowl. Discov.

    Volume 7, Issue 4

    347 -- 348David J. Hand, Daniel A. Keim, Raymond T. Ng. Guest Editorial
    349 -- 371Eamonn J. Keogh, Shruti Kasetty. On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration
    373 -- 397Jon M. Kleinberg. Bursty and Hierarchical Structure in Streams
    399 -- 424Igor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White. Model-Based Clustering and Visualization of Navigation Patterns on a Web Site

    Volume 7, Issue 3

    239 -- 240David J. Hand, Daniel A. Keim, Raymond T. Ng. Guest Editorial
    241 -- 272Cristian Bucila, Johannes Gehrke, Daniel Kifer, Walker M. White. DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints
    273 -- 299Darya Chudova, Padhraic Smyth. Analysis of Pattern Discovery in Sequences Using a Bayes Error Framework
    301 -- 319Greg Ridgeway, David Madigan. A Sequential Monte Carlo Method for Bayesian Analysis of Massive Datasets
    321 -- 339Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik. Customer Lifetime Value Models for Decision Support

    Volume 7, Issue 2

    123 -- 152Daniel Barbará, Ping Chen. Using Self-Similarity to Cluster Large Data Sets
    153 -- 185Brock Barber, Howard J. Hamilton. Extracting Share Frequent Itemsets with Infrequent Subsets
    187 -- 214Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastogi, Kyuseok Shim. Building Decision Trees with Constraints
    215 -- 232David M. Rocke, Jian J. Dai. Sampling and Subsampling for Cluster Analysis in Data Mining: With Applications to Sky Survey Data

    Volume 7, Issue 1

    5 -- 22Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti. Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries
    23 -- 56Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim. XTRACT: Learning Document Type Descriptors from XML Document Collections
    57 -- 79Jeremy Kepner, Rita Kim. Cluster Detection in Databases: The Adaptive Matched Filter Algorithm and Implementation
    81 -- 99Won Y. Kim, Byoung-Ju Choi, Eui Kyeong Hong, Soo-Kyung Kim, Doheon Lee. A Taxonomy of Dirty Data
    101 -- 113Art B. Owen. Data Squashing by Empirical Likelihood
    runs on