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    SDM
    2009
    SIAM
    114views Data Mining» more  SDM 2009»
    On the Comparison of Relative Clustering Validity Criteria.
    14 years 8 months ago
    On the Comparison of Relative Clustering Validity Criteria.
    Download  www.siam.org
    Many different relative clustering validity criteria exist that are very useful in practice as quantitative measures for evaluating the quality of data partitions, and new criter...
    Lucas Vendramin, Ricardo J. G. B. Campello, Eduard...
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    SDM
    2009
    SIAM
    179views Data Mining» more  SDM 2009»
    Parallel Large Scale Feature Selection for Logistic Regression.
    14 years 8 months ago
    Parallel Large Scale Feature Selection for Logistic Regression.
    Download  www.cs.umass.edu
    Daria Sorokina, Jeremy Kubica, Sameer Singh, Scott...
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    SDM
    2009
    SIAM
    196views Data Mining» more  SDM 2009»
    MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
    14 years 8 months ago
    MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
    Download  www.siam.org
    With the explosion of social media, scalability becomes a key challenge. There are two main aspects of the problems that arise: 1) data volume: how to manage and analyze huge data...
    Ching-Yung Lin, Jimeng Sun, Nan Cao, Shixia Liu, S...
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    SDM
    2009
    SIAM
    152views Data Mining» more  SDM 2009»
    Multiple Kernel Clustering.
    14 years 8 months ago
    Multiple Kernel Clustering.
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    Maximum margin clustering (MMC) has recently attracted considerable interests in both the data mining and machine learning communities. It first projects data samples to a kernel...
    Bin Zhao, James T. Kwok, Changshui Zhang
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    SDM
    2009
    SIAM
    144views Data Mining» more  SDM 2009»
    CORE: Nonparametric Clustering of Large Numeric Databases.
    14 years 8 months ago
    CORE: Nonparametric Clustering of Large Numeric Databases.
    Download  www.siam.org
    Current clustering techniques are able to identify arbitrarily shaped clusters in the presence of noise, but depend on carefully chosen model parameters. The choice of model param...
    Andrej Taliun, Arturas Mazeika, Michael H. Bö...
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    SDM
    2009
    SIAM
    175views Data Mining» more  SDM 2009»
    Low-Entropy Set Selection.
    14 years 8 months ago
    Low-Entropy Set Selection.
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    Most pattern discovery algorithms easily generate very large numbers of patterns, making the results impossible to understand and hard to use. Recently, the problem of instead sel...
    Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, H...
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    SDM
    2009
    SIAM
    149views Data Mining» more  SDM 2009»
    Near-optimal Supervised Feature Selection among Frequent Subgraphs.
    14 years 8 months ago
    Near-optimal Supervised Feature Selection among Frequent Subgraphs.
    Download  www.siam.org
    Graph classification is an increasingly important step in numerous application domains, such as function prediction of molecules and proteins, computerised scene analysis, and an...
    Alexander J. Smola, Arthur Gretton, Hans-Peter Kri...
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    SDM
    2009
    SIAM
    173views Data Mining» more  SDM 2009»
    Discretized Spatio-Temporal Scan Window.
    14 years 8 months ago
    Discretized Spatio-Temporal Scan Window.
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    The focus of this paper is the discovery of anomalous spatio-temporal windows. We propose a Discretized SpatioTemporal Scan Window approach to address the question of how we can t...
    Aryya Gangopadhyay, Seyed H. Mohammadi, Vandana Pu...
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    SDM
    2009
    SIAM
    138views Data Mining» more  SDM 2009»
    ShatterPlots: Fast Tools for Mining Large Graphs.
    14 years 8 months ago
    ShatterPlots: Fast Tools for Mining Large Graphs.
    Download  www.siam.org
    Graphs appear in several settings, like social networks, recommendation systems, computer communication networks, gene/protein biological networks, among others. A deep, recurring...
    Ana Paula Appel, Andrew Tomkins, Christos Faloutso...
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    SDM
    2009
    SIAM
    123views Data Mining» more  SDM 2009»
    Measuring Discrimination in Socially-Sensitive Decision Records.
    14 years 8 months ago
    Measuring Discrimination in Socially-Sensitive Decision Records.
    Download  www.di.unipi.it
    Discrimination in social sense (e.g., against minorities and disadvantaged groups) is the subject of many laws worldwide, and it has been extensively studied in the social and eco...
    Dino Pedreschi, Franco Turini, Salvatore Ruggieri
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