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    » A Multilevel Approach For Nonnegative Matrix Factorization
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    IJNS
    2007
    68views more  IJNS 2007»
    Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches
    13 years 4 months ago
    Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches
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    Andrzej Cichocki, Rafal Zdunek
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    EMNLP
    2011
    204views Natural Language Processing» more  EMNLP 2011»
    A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels
    12 years 4 months ago
    A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels
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    Chao Shen, Tao Li
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    AAAI
    2010
    201views Intelligent Agents» more  AAAI 2010»
    Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization
    13 years 6 months ago
    Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization
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    Partially Observable Markov Decision Processes (POMDPs) are a well-established and rigorous framework for sequential decision-making under uncertainty. POMDPs are well-known to be...
    Georgios Theocharous, Sridhar Mahadevan
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    IEEEIAS
    2009
    IEEE
    128views Information Technology» more  IEEEIAS 2009»
    Detecting Insider Attacks Using Non-negative Matrix Factorization
    13 years 11 months ago
    Detecting Insider Attacks Using Non-negative Matrix Factorization
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    —It is a fact that vast majority of attention is given to protecting against external threats, which are considered more dangerous. However, some industrial surveys have indicate...
    Jan Platos, Václav Snásel, Pavel Kr&...
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    TNN
    2008
    128views more  TNN 2008»
    Nonnegative Matrix Factorization in Polynomial Feature Space
    13 years 4 months ago
    Nonnegative Matrix Factorization in Polynomial Feature Space
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    Abstract--Plenty of methods have been proposed in order to discover latent variables (features) in data sets. Such approaches include the principal component analysis (PCA), indepe...
    Ioan Buciu, Nikos Nikolaidis, Ioannis Pitas
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