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    ACL
    2008
    137views Computational Linguistics» more  ACL 2008»
    Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs
    13 years 10 months ago
    Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs
    Download  www.aclweb.org
    We present a novel approach to weakly supervised semantic class learning from the web, using a single powerful hyponym pattern combined with graph structures, which capture two pr...
    Zornitsa Kozareva, Ellen Riloff, Eduard H. Hovy
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    SDM
    2010
    SIAM
    195views Data Mining» more  SDM 2010»
    Adaptive Informative Sampling for Active Learning
    13 years 10 months ago
    Adaptive Informative Sampling for Active Learning
    Download  www.cems.uvm.edu
    Many approaches to active learning involve periodically training one classifier and choosing data points with the lowest confidence. An alternative approach is to periodically cho...
    Zhenyu Lu, Xindong Wu, Josh Bongard
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    SDM
    2007
    SIAM
    176views Data Mining» more  SDM 2007»
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    13 years 10 months ago
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    Download  siam.org
    We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
    Hichem Frigui, Cheul Hwang
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    NIPS
    2004
    167views Information Technology» more  NIPS 2004»
    Surface Reconstruction using Learned Shape Models
    13 years 10 months ago
    Surface Reconstruction using Learned Shape Models
    Download  books.nips.cc
    We consider the problem of geometrical surface reconstruction from one or several images using learned shape models. While humans can effortlessly retrieve 3D shape information, t...
    Jan Erik Solem, Fredrik Kahl
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    NIPS
    2004
    133views Information Technology» more  NIPS 2004»
    Machine Learning Applied to Perception: Decision Images for Gender Classification
    13 years 10 months ago
    Machine Learning Applied to Perception: Decision Images for Gender Classification
    Download  www.cns.nyu.edu
    We study gender discrimination of human faces using a combination of psychophysical classification and discrimination experiments together with methods from machine learning. We r...
    Felix A. Wichmann, Arnulf B. A. Graf, Eero P. Simo...
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