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    DMIN
    2006
    125views Data Mining» more  DMIN 2006»
    Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data
    13 years 9 months ago
    Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data
    Download  ww1.ucmss.com
    In this paper, we propose a post randomization technique to learn a Bayesian network (BN) from distributed heterogeneous data, in a privacy sensitive fashion. In this case, two or ...
    Jianjie Ma, Krishnamoorthy Sivakumar
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    JMLR
    2010
    103views more  JMLR 2010»
    Learning Nonlinear Dynamic Models from Non-sequenced Data
    13 years 2 months ago
    Learning Nonlinear Dynamic Models from Non-sequenced Data
    Download  www.cs.cmu.edu
    Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...
    Tzu-Kuo Huang, Le Song, Jeff Schneider
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    WWW
    2009
    ACM
    144views Internet Technology» more  WWW 2009»
    Learning consensus opinion: mining data from a labeling game
    14 years 8 months ago
    Learning consensus opinion: mining data from a labeling game
    Download  research.microsoft.com
    We consider the problem of identifying the consensus ranking for the results of a query, given preferences among those results from a set of individual users. Once consensus ranki...
    Paul N. Bennett, David Maxwell Chickering, Anton M...
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    PAKDD
    2010
    ACM
    212views Data Mining» more  PAKDD 2010»
    Fast Perceptron Decision Tree Learning from Evolving Data Streams
    14 years 9 days ago
    Fast Perceptron Decision Tree Learning from Evolving Data Streams
    Download  www.cs.waikato.ac.nz
    Abstract. Mining of data streams must balance three evaluation dimensions: accuracy, time and memory. Excellent accuracy on data streams has been obtained with Naive Bayes Hoeffdi...
    Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer...
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    WWW
    2008
    ACM
    184views Internet Technology» more  WWW 2008»
    Learning transportation mode from raw gps data for geographic applications on the web
    14 years 8 months ago
    Learning transportation mode from raw gps data for geographic applications on the web
    Download  www2008.org
    Geographic information has spawned many novel Web applications where global positioning system (GPS) plays important roles in bridging the applications and end users. Learning kno...
    Yu Zheng, Like Liu, Longhao Wang, Xing Xie
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