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    SIGKDD
    2010
    128views more  SIGKDD 2010»
    On cross-validation and stacking: building seemingly predictive models on random data
    13 years 6 months ago
    On cross-validation and stacking: building seemingly predictive models on random data
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    A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
    Claudia Perlich, Grzegorz Swirszcz
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    SIGKDD
    2010
    126views more  SIGKDD 2010»
    MultiClust 2010: discovering, summarizing and using multiple clusterings
    13 years 6 months ago
    MultiClust 2010: discovering, summarizing and using multiple clusterings
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    Traditional clustering focuses on finding a single best clustering solution from data. However, given a single data set, one could interpret it in different ways. This is particul...
    Xiaoli Z. Fern, Ian Davidson, Jennifer G. Dy
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    SIGKDD
    2010
    136views more  SIGKDD 2010»
    Tenth international workshop on multimedia data mining
    13 years 6 months ago
    Tenth international workshop on multimedia data mining
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    In this report we provide a summary of the tenth Multimedia Data Mining Workshop that was held in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discov...
    Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek
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    SIGKDD
    2010
    123views more  SIGKDD 2010»
    Fully decentralized computation of aggregates over data streams
    13 years 6 months ago
    Fully decentralized computation of aggregates over data streams
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    Luca Becchetti, Ilaria Bordino, Stefano Leonardi, ...
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    SIGKDD
    2010
    125views more  SIGKDD 2010»
    A framework for mining interesting pattern sets
    13 years 6 months ago
    A framework for mining interesting pattern sets
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    This paper suggests a framework for mining subjectively interesting pattern sets that is based on two components: (1) the encoding of prior information in a model for the data min...
    Tijl De Bie, Kleanthis-Nikolaos Kontonasios, Eirin...
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    SIGKDD
    2010
    87views more  SIGKDD 2010»
    Making pattern mining useful
    13 years 6 months ago
    Making pattern mining useful
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    We provide a summary of the workshop on Useful Patterns (UP'10) held in conjunction with the ACM SIGKDD 2010, on July 25th in Washington, DC, USA. We report in detail on the ...
    Jilles Vreeken
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    SIGKDD
    2010
    154views more  SIGKDD 2010»
    A brief survey on sequence classification
    13 years 6 months ago
    A brief survey on sequence classification
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    Sequence classification has a broad range of applications such as genomic analysis, information retrieval, health informatics, finance, and abnormal detection. Different from the ...
    Zhengzheng Xing, Jian Pei, Eamonn J. Keogh
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    SIGKDD
    2010
    161views more  SIGKDD 2010»
    Survey on social tagging techniques
    13 years 10 months ago
    Survey on social tagging techniques
    Download  www.cs.illinois.edu
    Social tagging on online portals has become a trend now. It has emerged as one of the best ways of associating metadata with web objects. With the increase in the kinds of web obj...
    Manish Gupta, Rui Li, Zhijun Yin, Jiawei Han
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    SIGKDD
    2010
    75views more  SIGKDD 2010»
    Mining interesting subgraphs by output space sampling
    13 years 10 months ago
    Mining interesting subgraphs by output space sampling
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    Mohammad Al Hasan
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    SIGKDD
    2010
    95views more  SIGKDD 2010»
    Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement
    13 years 10 months ago
    Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement
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    George Forman, Martin Scholz
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