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    ICANN
    2007
    Springer
    161views Neural Networks» more  ICANN 2007»
    An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees
    13 years 8 months ago
    An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees
    Download  www.tu-ilmenau.de
    Within the taxonomy of feature extraction methods, recently the Wrapper approaches lost some popularity due to the associated computational burden, compared to Embedded or Filter m...
    Erik Schaffernicht, Volker Stephan, Horst-Michael ...
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    IROS
    2008
    IEEE
    141views Robotics» more  IROS 2008»
    Active sensing based dynamical object feature extraction
    13 years 11 months ago
    Active sensing based dynamical object feature extraction
    Download  www.bdc.brain.riken.go.jp
    — This paper presents a method to autonomously extract object features that describe their dynamics from active sensing experiences. The model is composed of a dynamics learning ...
    Shun Nishide, Tetsuya Ogata, Ryunosuke Yokoya, Jun...
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    IDA
    1998
    Springer
    171views Information Technology» more  IDA 1998»
    Self-Organized-Expert Modular Network for Classification of Spatiotemporal Sequences
    13 years 4 months ago
    Self-Organized-Expert Modular Network for Classification of Spatiotemporal Sequences
    Download  www.kddresearch.org
    We investigate a form of modular neural network for classification with (a) pre-separated input vectors entering its specialist (expert) networks, (b) specialist networks which ar...
    Sylvian R. Ray, William H. Hsu
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    NECO
    2007
    127views more  NECO 2007»
    Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning
    13 years 4 months ago
    Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning
    Download  dsp.ucsd.edu
    We present a hierarchical architecture and learning algorithm for visual recognition and other visual inference tasks such as imagination, reconstruction of occluded images, and e...
    Joseph F. Murray, Kenneth Kreutz-Delgado
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