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    ESANN
    2006
    262views Neural Networks» more  ESANN 2006»
    Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
    13 years 9 months ago
    Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
    Download  www.dice.ucl.ac.be
    Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
    Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
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    DGO
    2003
    128views Education» more  DGO 2003»
    A Study on Automatic Ontology Mapping of Categorical Information
    13 years 9 months ago
    A Study on Automatic Ontology Mapping of Categorical Information
    Download  www.digitalgovernment.org
    Semantic heterogeneity of information is a major barrier of information and system interoperability. Defining ontology of data and mapping ontologies among heterogeneous informati...
    Naijun Zhou
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    IQ
    2003
    99views Information Technology» more  IQ 2003»
    Data Quality in Genome Databases
    13 years 9 months ago
    Data Quality in Genome Databases
    Download  www.hiqiq.com
    : Genome databases store data about molecular biological entities such as genes, proteins, diseases, etc. The main purpose of creating and maintaining such databases in commercial ...
    Heiko Müller, Felix Naumann
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    NIPS
    2003
    169views Information Technology» more  NIPS 2003»
    A Classification-based Cocktail-party Processor
    13 years 9 months ago
    A Classification-based Cocktail-party Processor
    Download  www.cse.ohio-state.edu
    At a cocktail party, a listener can selectively attend to a single voice and filter out other acoustical interferences. How to simulate this perceptual ability remains a great cha...
    Nicoleta Roman, DeLiang L. Wang, Guy J. Brown
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    BIOINFORMATICS
    2007
    195views more  BIOINFORMATICS 2007»
    Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
    13 years 7 months ago
    Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
    Download  www.stat.ucla.edu
    Motivation: High-throughput expression profiling allows researchers to study gene activities globally. Genes with similar expression profiles are likely to encode proteins that ma...
    Shinsheng Yuan, Ker-Chau Li
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