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    DMIN
    2007
    186views Data Mining» more  DMIN 2007»
    Cost-Sensitive Learning vs. Sampling: Which is Best for Handling Unbalanced Classes with Unequal Error Costs?
    13 years 6 months ago
    Cost-Sensitive Learning vs. Sampling: Which is Best for Handling Unbalanced Classes with Unequal Error Costs?
    Download  storm.cis.fordham.edu
    - The classifier built from a data set with a highly skewed class distribution generally predicts the more frequently occurring classes much more often than the infrequently occurr...
    Gary M. Weiss, Kate McCarthy, Bibi Zabar
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    DMIN
    2007
    76views Data Mining» more  DMIN 2007»
    Towards Average Case Analysis of Itemset Mining
    13 years 6 months ago
    Towards Average Case Analysis of Itemset Mining
    Download  mavdisk.mnsu.edu
    —We perform a statistical analysis and describe the asymptotic behavior of the frequency and size distribution of δoccurrent, minimal δ-occurrent, and maximal δ-occurrent item...
    Dan Singer, David J. Haglin, Anna M. Manning
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    DMIN
    2006
    124views Data Mining» more  DMIN 2006»
    Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault Detection
    13 years 6 months ago
    Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault Detection
    Download  ww1.ucmss.com
    Process monitoring refers to the task of detecting abnormal process operations resulting from the shift in the mean and/or the variance of one or more process variables. To success...
    Mouloud Amazouz, Radu Pantea
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    DMIN
    2006
    126views Data Mining» more  DMIN 2006»
    Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization
    13 years 6 months ago
    Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization
    Download  ww1.ucmss.com
    Mutation-based Evolutionary Algorithms, also known as Evolutionary Programming (EP) are commonly applied to Artificial Neural Networks (ANN) parameters optimization. This paper pre...
    Kristina Davoian, Alexander Reichel, Wolfram-Manfr...
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    DMIN
    2006
    111views Data Mining» more  DMIN 2006»
    Profiling and Clustering Internet Hosts
    13 years 6 months ago
    Profiling and Clustering Internet Hosts
    Download  www.cis.udel.edu
    Identifying groups of Internet hosts with a similar behavior is very useful for many applications of Internet security control, such as DDoS defense, worm and virus detection, dete...
    Songjie Wei, Jelena Mirkovic, Ezra Kissel
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