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    ICMLA
    2009
    149views Machine Learning» more  ICMLA 2009»
    Text Classification Methodologies Applied to Micro-Text in Military Chat
    13 years 9 months ago
    Text Classification Methodologies Applied to Micro-Text in Military Chat
    Download  www.cs.cmu.edu
    We propose methods to classify lines of military chat, or posts, which contain items of interest. We evaluated several current text categorization and feature selection methodologi...
    Kevin Dela Rosa, Jeffrey Ellen
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    ICMLA
    2009
    208views Machine Learning» more  ICMLA 2009»
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    13 years 9 months ago
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    Download  www.grappa.univ-lille3.fr
    This paper introduces a new algorithm, namely the EquiCorrelation Network (ECON), to perform supervised classification, and regression. ECON is a kernelized LARS-like algorithm, b...
    Manuel Loth, Philippe Preux, Samuel Delepoulle, Ch...
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    ICMLA
    2009
    152views Machine Learning» more  ICMLA 2009»
    Discovering Characterization Rules from Rankings
    13 years 9 months ago
    Discovering Characterization Rules from Rankings
    Download  www1.cs.columbia.edu
    For many ranking applications we would like to understand not only which items are top-ranked, but also why they are top-ranked. However, many of the best ranking algorithms (e.g....
    Ansaf Salleb-Aouissi, Bert C. Huang, David L. Walt...
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    ICMLA
    2009
    184views Machine Learning» more  ICMLA 2009»
    Exact Graph Structure Estimation with Degree Priors
    13 years 9 months ago
    Exact Graph Structure Estimation with Degree Priors
    Download  www1.cs.columbia.edu
    We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
    Bert Huang, Tony Jebara
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    ICML
    2009
    IEEE
    185views Machine Learning» more  ICML 2009»
    Multiple indefinite kernel learning with mixed norm regularization
    13 years 9 months ago
    Multiple indefinite kernel learning with mixed norm regularization
    Download  eprints.pascal-network.org
    We address the problem of learning classifiers using several kernel functions. On the contrary to many contributions in the field of learning from different sources of information...
    Matthieu Kowalski, Marie Szafranski, Liva Ralaivol...
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    ICML
    2009
    IEEE
    156views Machine Learning» more  ICML 2009»
    Accelerated sampling for the Indian Buffet Process
    13 years 9 months ago
    Accelerated sampling for the Indian Buffet Process
    Download  eprints.pascal-network.org
    We often seek to identify co-occurring hidden features in a set of observations. The Indian Buffet Process (IBP) provides a nonparametric prior on the features present in each obs...
    Finale Doshi-Velez, Zoubin Ghahramani
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    ICML
    2009
    IEEE
    121views Machine Learning» more  ICML 2009»
    Learning prediction suffix trees with Winnow
    13 years 9 months ago
    Learning prediction suffix trees with Winnow
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    Nikolaos Karampatziakis, Dexter Kozen
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    ICALT
    2009
    IEEE
    91views Machine Learning» more  ICALT 2009»
    A Semantic Social Network Service for Educating Saudi Breast Cancer Patients
    13 years 9 months ago
    A Semantic Social Network Service for Educating Saudi Breast Cancer Patients
    Download  ipac.kacst.edu.sa
    Social networking services are presented as enablers in health and health care. This paper presents the idea of building Social Network system for educating Breast Cancer Patients...
    Alaa M. Al-Abad, Basma A. Al-Sahail, Batool A. Al-...
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    ICALT
    2009
    IEEE
    118views Machine Learning» more  ICALT 2009»
    Impact of Learning Styles on Student Blogging Behavior
    13 years 9 months ago
    Impact of Learning Styles on Student Blogging Behavior
    Download  sgraf.athabascau.ca
    Michael Derntl, Sabine Graf
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    ICALT
    2009
    IEEE
    103views Machine Learning» more  ICALT 2009»
    Subjective Representations of Educational Design Systems
    13 years 9 months ago
    Subjective Representations of Educational Design Systems
    Download  tecfa.unige.ch
    This paper explores the benefits of repertory grid technique (RGT) for research on educational design systems.
    Daniel K. Schneider, Kalli Benetos, Jean-Philippe ...
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