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    JMLR
    2006
    104views more  JMLR 2006»
    Learning Image Components for Object Recognition
    13 years 9 months ago
    Learning Image Components for Object Recognition
    Download  cogprints.org
    In order to perform object recognition it is necessary to learn representations of the underlying components of images. Such components correspond to objects, object-parts, or fea...
    Michael W. Spratling
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    JMLR
    2006
    117views more  JMLR 2006»
    On the Complexity of Learning Lexicographic Strategies
    13 years 9 months ago
    On the Complexity of Learning Lexicographic Strategies
    Download  www.ruhr-uni-bochum.de
    Fast and frugal heuristics are well studied models of bounded rationality. Psychological research has proposed the take-the-best heuristic as a successful strategy in decision mak...
    Michael Schmitt, Laura Martignon
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    JMLR
    2006
    96views more  JMLR 2006»
    Rearrangement Clustering: Pitfalls, Remedies, and Applications
    13 years 9 months ago
    Rearrangement Clustering: Pitfalls, Remedies, and Applications
    Download  jmlr.csail.mit.edu
    Given a matrix of values in which the rows correspond to objects and the columns correspond to features of the objects, rearrangement clustering is the problem of rearranging the ...
    Sharlee Climer, Weixiong Zhang
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    JMLR
    2006
    97views more  JMLR 2006»
    Learning Coordinate Covariances via Gradients
    13 years 9 months ago
    Learning Coordinate Covariances via Gradients
    Download  jmlr.csail.mit.edu
    We introduce an algorithm that learns gradients from samples in the supervised learning framework. An error analysis is given for the convergence of the gradient estimated by the ...
    Sayan Mukherjee, Ding-Xuan Zhou
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    JMLR
    2006
    79views more  JMLR 2006»
    Estimation of Gradients and Coordinate Covariation in Classification
    13 years 9 months ago
    Estimation of Gradients and Coordinate Covariation in Classification
    Download  jmlr.csail.mit.edu
    We introduce an algorithm that simultaneously estimates a classification function as well as its gradient in the supervised learning framework. The motivation for the algorithm is...
    Sayan Mukherjee, Qiang Wu
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    JMLR
    2006
    89views more  JMLR 2006»
    Maximum-Gain Working Set Selection for SVMs
    13 years 9 months ago
    Maximum-Gain Working Set Selection for SVMs
    Download  jmlr.csail.mit.edu
    Support vector machines are trained by solving constrained quadratic optimization problems. This is usually done with an iterative decomposition algorithm operating on a small wor...
    Tobias Glasmachers, Christian Igel
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    JMLR
    2006
    115views more  JMLR 2006»
    Structured Prediction, Dual Extragradient and Bregman Projections
    13 years 9 months ago
    Structured Prediction, Dual Extragradient and Bregman Projections
    Download  www.stat.berkeley.edu
    We present a simple and scalable algorithm for maximum-margin estimation of structured output models, including an important class of Markov networks and combinatorial models. We ...
    Benjamin Taskar, Simon Lacoste-Julien, Michael I. ...
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    JIPS
    2006
    129views more  JIPS 2006»
    ASVMRT: Materialized View Selection Algorithm in Data Warehouse
    13 years 9 months ago
    ASVMRT: Materialized View Selection Algorithm in Data Warehouse
    Download  jips-k.org
    : In order to acquire a precise and quick response to an analytical query, proper selection of the views to materialize in the data warehouse is crucial. In traditional view select...
    Jin-Hyuk Yang, In-Jeong Chung
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    JIIS
    2006
    124views more  JIIS 2006»
    An efficient approach to mining indirect associations
    13 years 9 months ago
    An efficient approach to mining indirect associations
    Download  www.cse.yorku.ca
    Discovering association rules is one of the important tasks in data mining. While most of the existing algorithms are developed for efficient mining of frequent patterns, it has be...
    Qian Wan, Aijun An
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    JIB
    2006
    102views more  JIB 2006»
    3D image and graph based Computation of Protein Surface
    13 years 9 months ago
    3D image and graph based Computation of Protein Surface
    Download  journal.imbio.de
    The accessible surface of a macromolecule is a significant determinant of its action. The interaction between biomolecules or protein-ligand is dependent on their surfaces rather ...
    A. Ranganath, K. C. Shet, N. Vidyavathi
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