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    Adaptive Concept Drift Detection.
    15 years 6 months ago
    Adaptive Concept Drift Detection.
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    An established method to detect concept drift in data streams is to perform statistical hypothesis testing on the multivariate data in the stream. Statistical decision theory off...
    Anton Dries, Ulrich Rückert
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    SDM
    2009
    SIAM
    125views Data Mining» more  SDM 2009»
    Providing Privacy through Plausibly Deniable Search.
    15 years 6 months ago
    Providing Privacy through Plausibly Deniable Search.
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    Query-based web search is an integral part of many people’s daily activities. Most do not realize that their search history can be used to identify them (and their interests). I...
    Chris Clifton, Mummoorthy Murugesan
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    Detecting Communities in Social Networks Using Max-Min Modularity.
    15 years 6 months ago
    Detecting Communities in Social Networks Using Max-Min Modularity.
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    Many datasets can be described in the form of graphs or networks where nodes in the graph represent entities and edges represent relationships between pairs of entities. A common ...
    Jiyang Chen, Osmar R. Zaïane, Randy Goebel
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    SDM
    2009
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    161views Data Mining» more  SDM 2009»
    Feature Weighted SVMs Using Receiver Operating Characteristics.
    15 years 6 months ago
    Feature Weighted SVMs Using Receiver Operating Characteristics.
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    Support Vector Machines (SVMs) are a leading tool in classification and pattern recognition and the kernel function is one of its most important components. This function is used...
    Shaoyi Zhang, M. Maruf Hossain, Md. Rafiul Hassan,...
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    GAD: General Activity Detection for Fast Clustering on Large Data.
    15 years 6 months ago
    GAD: General Activity Detection for Fast Clustering on Large Data.
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    In this paper, we propose GAD (General Activity Detection) for fast clustering on large scale data. Within this framework we design a set of algorithms for different scenarios: (...
    Jiawei Han, Liangliang Cao, Sangkyum Kim, Xin Jin,...
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