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    KDD
    2006
    ACM
    213views Data Mining» more  KDD 2006»
    Learning sparse metrics via linear programming
    14 years 9 months ago
    Learning sparse metrics via linear programming
    Download  people.csail.mit.edu
    Calculation of object similarity, for example through a distance function, is a common part of data mining and machine learning algorithms. This calculation is crucial for efficie...
    Glenn Fung, Rómer Rosales
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    ACCV
    2009
    Springer
    276views Computer Vision» more  ACCV 2009»
    Head Pose Estimation Based on Manifold Embedding and Distance Metric Learning
    14 years 7 days ago
    Head Pose Estimation Based on Manifold Embedding and Distance Metric Learning
    Download  nlpr-web.ia.ac.cn
    In this paper, we propose an embedding method to seek an optimal low-dimensional manifold describing the intrinsical pose variations and to provide an identity-independent head pos...
    Xiangyang Liu, Hongtao Lu, Daqiang Zhang
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    TKDE
    2008
    148views more  TKDE 2008»
    Semisupervised Clustering with Metric Learning using Relative Comparisons
    13 years 8 months ago
    Semisupervised Clustering with Metric Learning using Relative Comparisons
    Download  dblab.mgt.ncu.edu.tw
    Semisupervised clustering algorithms partition a given data set using limited supervision from the user. The success of these algorithms depends on the type of supervision and also...
    Nimit Kumar, Krishna Kummamuru
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    KDD
    2009
    ACM
    157views Data Mining» more  KDD 2009»
    Accuracy of distance metric learning algorithms
    14 years 3 months ago
    Accuracy of distance metric learning algorithms
    Download  www.informationgeometry.org
    Frank Nielsen, Aurélien Sérandour
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    ROCAI
    2004
    Springer
    233views Artificial Intelligence» more  ROCAI 2004»
    Data Mining in Metric Space: An Empirical Analysis of Supervised Learning Performance Criteria
    14 years 2 months ago
    Data Mining in Metric Space: An Empirical Analysis of Supervised Learning Performance Criteria
    Download  www.cs.cornell.edu
    Rich Caruana, Alexandru Niculescu-Mizil
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