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    TKDE
    2012
    226views Formal Methods» more  TKDE 2012»
    DDD: A New Ensemble Approach for Dealing with Concept Drift
    12 years 20 days ago
    DDD: A New Ensemble Approach for Dealing with Concept Drift
    Download  www.cs.bham.ac.uk
    —Online learning algorithms often have to operate in the presence of concept drifts. A recent study revealed that different diversity levels in an ensemble of learning machines a...
    Leandro L. Minku, Xin Yao
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    TKDE
    2012
    245views Formal Methods» more  TKDE 2012»
    Semi-Supervised Maximum Margin Clustering with Pairwise Constraints
    12 years 20 days ago
    Semi-Supervised Maximum Margin Clustering with Pairwise Constraints
    Download  www.comp.hkbu.edu.hk
    —The pairwise constraints specifying whether a pair of samples should be grouped together or not have been successfully incorporated into the conventional clustering methods such...
    Hong Zeng, Yiu-ming Cheung
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    TOCL
    2012
    235views Formal Methods» more  TOCL 2012»
    Topological and Simplicial Models of Identity Types
    12 years 20 days ago
    Topological and Simplicial Models of Identity Types
    Download  tocl.acm.org
    racting these leads us to introduce the notion of a path object category. This is a relatively simple axiomatic framework, which is nonetheless sufficiently strong to allow the con...
    Benno van den Berg, Richard Garner
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    SDM
    2012
    SIAM
    224views Data Mining» more  SDM 2012»
    Nearest-Neighbor Search on a Time Budget via Max-Margin Trees
    12 years 20 days ago
    Nearest-Neighbor Search on a Time Budget via Max-Margin Trees
    Download  www.cc.gatech.edu
    Many high-profile applications pose high-dimensional nearest-neighbor search problems. Yet, it still remains difficult to achieve fast query times for state-of-the-art approache...
    Parikshit Ram, Dongryeol Lee, Alexander G. Gray
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    SDM
    2012
    SIAM
    233views Data Mining» more  SDM 2012»
    On Finding Joint Subspace Boolean Matrix Factorizations
    12 years 20 days ago
    On Finding Joint Subspace Boolean Matrix Factorizations
    Download  www.mpi-inf.mpg.de
    Finding latent factors of the data using matrix factorizations is a tried-and-tested approach in data mining. But finding shared factors over multiple matrices is more novel prob...
    Pauli Miettinen
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