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    ACL
    2009
    138views Computational Linguistics» more  ACL 2009»
    Generalizing over Lexical Features: Selectional Preferences for Semantic Role Classification
    13 years 2 months ago
    Generalizing over Lexical Features: Selectional Preferences for Semantic Role Classification
    Download  www.aclweb.org
    This paper explores methods to alleviate the effect of lexical sparseness in the classification of verbal arguments. We show how automatically generated selectional preferences ar...
    Beñat Zapirain, Eneko Agirre, Lluís ...
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    BMCBI
    2011
    222views Artificial Intelligence» more  BMCBI 2011»
    Biomarker Discovery and Redundancy Reduction towards Classification using a Multi-factorial MALDI-TOF MS T2DM Mouse Model Datase
    12 years 8 months ago
    Biomarker Discovery and Redundancy Reduction towards Classification using a Multi-factorial MALDI-TOF MS T2DM Mouse Model Datase
    Download  www.biomedcentral.com
    Background: Diabetes like many diseases and biological processes is not mono-causal. On the one hand multifactorial studies with complex experimental design are required for its c...
    Chris Bauer, Frank Kleinjung, Celia J. Smith, Mark...
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    BMCBI
    2008
    114views more  BMCBI 2008»
    Visualization of large influenza virus sequence datasets using adaptively aggregated trees with sampling-based subscale represen
    13 years 4 months ago
    Visualization of large influenza virus sequence datasets using adaptively aggregated trees with sampling-based subscale represen
    Download  www.biomedcentral.com
    Background: With the amount of influenza genome sequence data growing rapidly, researchers need machine assistance in selecting datasets and exploring the data. Enhanced visualiza...
    Leonid Zaslavsky, Yiming Bao, Tatiana A. Tatusova
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    NIPS
    2008
    138views Information Technology» more  NIPS 2008»
    Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
    13 years 6 months ago
    Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
    Download  eprints.pascal-network.org
    For supervised and unsupervised learning, positive definite kernels allow to use large and potentially infinite dimensional feature spaces with a computational cost that only depe...
    Francis Bach
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    BMCBI
    2006
    126views more  BMCBI 2006»
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    13 years 4 months ago
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    Download  www.biomedcentral.com
    Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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