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    DATAMINE
    2008
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    A dynamic bibliometric model for identifying online communities
    13 years 10 months ago
    A dynamic bibliometric model for identifying online communities
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    Predictive modelling of online dynamic user-interaction recordings and community identifi cation from such data b ecomes more and more imp ortant w ith th e w idesp read use of on...
    Xin Wang, Ata Kabán
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    DATAMINE
    2008
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    Mining functional dependencies from data
    13 years 10 months ago
    Mining functional dependencies from data
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    Hong Yao, Howard J. Hamilton
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    DATAMINE
    2008
    112views more  DATAMINE 2008»
    PRIE: a system for generating rulelists to maximize ROC performance
    13 years 11 months ago
    PRIE: a system for generating rulelists to maximize ROC performance
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    Rules are commonly used for classification because they are modular, intelligible and easy to learn. Existing work in classification rule learning assumes the goal is to produce ca...
    Tom Fawcett
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    DATAMINE
    2008
    110views more  DATAMINE 2008»
    Guest Editors' Introduction: Special issue of Selected Papers from ECML PKDD 2008
    13 years 11 months ago
    Guest Editors' Introduction: Special issue of Selected Papers from ECML PKDD 2008
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    Walter Daelemans, Bart Goethals, Katharina Morik
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    DATAMINE
    2008
    137views more  DATAMINE 2008»
    Two heads better than one: pattern discovery in time-evolving multi-aspect data
    13 years 11 months ago
    Two heads better than one: pattern discovery in time-evolving multi-aspect data
    Download  eliassi.org
    Abstract. Data stream values are often associated with multiple aspects. For example, each value observed at a given time-stamp from environmental sensors may have an associated ty...
    Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke,...
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    DATAMINE
    2008
    89views more  DATAMINE 2008»
    Mining conjunctive sequential patterns
    13 years 11 months ago
    Mining conjunctive sequential patterns
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    Abstract. In this paper we aim at extending the non-derivable condensed representation in frequent itemset mining to sequential pattern mining. We start by showing a negative examp...
    Chedy Raïssi, Toon Calders, Pascal Poncelet
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    DATAMINE
    2008
    143views more  DATAMINE 2008»
    Automatically countering imbalance and its empirical relationship to cost
    13 years 11 months ago
    Automatically countering imbalance and its empirical relationship to cost
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    Learning from imbalanced datasets presents a convoluted problem both from the modeling and cost standpoints. In particular, when a class is of great interest but occurs relatively...
    Nitesh V. Chawla, David A. Cieslak, Lawrence O. Ha...
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    DATAMINE
    2008
    65views more  DATAMINE 2008»
    Maximizing classifier utility when there are data acquisition and modeling costs
    13 years 11 months ago
    Maximizing classifier utility when there are data acquisition and modeling costs
    Download  storm.cis.fordham.edu
    Gary M. Weiss, Ye Tian
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    DATAMINE
    2008
    219views more  DATAMINE 2008»
    Correlating burst events on streaming stock market data
    13 years 11 months ago
    Correlating burst events on streaming stock market data
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    Abstract We address the problem of monitoring and identification of correlated burst patterns in multi-stream time series databases. We follow a two-step methodology: first we iden...
    Michail Vlachos, Kun-Lung Wu, Shyh-Kwei Chen, Phil...
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    DATAMINE
    2008
    91views more  DATAMINE 2008»
    Web usage mining: extracting unexpected periods from web logs
    13 years 11 months ago
    Web usage mining: extracting unexpected periods from web logs
    Download  dblab.mgt.ncu.edu.tw
    Florent Masseglia, Pascal Poncelet, Maguelonne Tei...
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