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    » On string classification in data streams
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    191
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    KDD
    2007
    ACM
    152views Data Mining» more  KDD 2007»
    A framework for classification and segmentation of massive audio data streams
    16 years 6 months ago
    A framework for classification and segmentation of massive audio data streams
    Download  www.charuaggarwal.net
    In recent years, the proliferation of VOIP data has created a number of applications in which it is desirable to perform quick online classification and recognition of massive voi...
    Charu C. Aggarwal
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    156
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    ICTAI
    2008
    IEEE
    120views Artificial Intelligence» more  ICTAI 2008»
    Real-Time Classification of Streaming Sensor Data
    16 years 23 days ago
    Real-Time Classification of Streaming Sensor Data
    Download  www.cs.virginia.edu
    The last decade has seen a huge interest in classification of time series. Most of this work assumes that the data resides in main memory and is processed offline. However, recent...
    Shashwati Kasetty, Candice Stafford, Gregory P. Wa...
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    129
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    KDD
    2001
    ACM
    152views Data Mining» more  KDD 2001»
    A streaming ensemble algorithm (SEA) for large-scale classification
    16 years 6 months ago
    A streaming ensemble algorithm (SEA) for large-scale classification
    Download  dollar.biz.uiowa.edu
    W. Nick Street, YongSeog Kim
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    159
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    CIDM
    2007
    IEEE
    75views Artificial Intelligence» more  CIDM 2007»
    A Prototype-driven Framework for Change Detection in Data Stream Classification
    16 years 21 days 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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    90
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    EDBT
    2009
    ACM
    92views Database» more  EDBT 2009»
    Indexing density models for incremental learning and anytime classification on data streams
    15 years 11 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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