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    » On demand classification of data streams
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    CIDM
    2007
    IEEE
    75views Artificial Intelligence» more  CIDM 2007»
    A Prototype-driven Framework for Change Detection in Data Stream Classification
    14 years 4 months ago
    A Prototype-driven Framework for Change Detection in Data Stream Classification
    Download  www.cse.msu.edu
    This paper presents a prototype-driven framework for classifying evolving data streams. Our framework uses cluster prototypes to summarize the data and to determine whether the cur...
    Hamed Valizadegan, Pang-Ning Tan
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    KAIS
    2006
    44views more  KAIS 2006»
    Effective classification of noisy data streams with attribute-oriented dynamic classifier selection
    13 years 9 months ago
    Effective classification of noisy data streams with attribute-oriented dynamic classifier selection
    Download  www.cs.uvm.edu
    Xingquan Zhu, Xindong Wu, Ying Yang
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    EDBT
    2009
    ACM
    92views Database» more  EDBT 2009»
    Indexing density models for incremental learning and anytime classification on data streams
    14 years 2 months ago
    Indexing density models for incremental learning and anytime classification on data streams
    Download  www.edbt.org
    Thomas Seidl, Ira Assent, Philipp Kranen, Ralph Kr...
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    MTA
    2007
    79views more  MTA 2007»
    Segmentation and recognition of motion capture data stream by classification
    13 years 9 months ago
    Segmentation and recognition of motion capture data stream by classification
    Download  multimedia.utdallas.edu
    Chuanjun Li, Punit R. Kulkarni, B. Prabhakaran
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    AUSAI
    2006
    Springer
    105views Artificial Intelligence» more  AUSAI 2006»
    Voting Massive Collections of Bayesian Network Classifiers for Data Streams
    14 years 1 months ago
    Voting Massive Collections of Bayesian Network Classifiers for Data Streams
    Download  www.cs.waikato.ac.nz
    Abstract. We present a new method for voting exponential (in the number of attributes) size sets of Bayesian classifiers in polynomial time with polynomial memory requirements. Tra...
    Remco R. Bouckaert
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