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    CANDC
    2002
    ACM
    147views Emerging Technology» more  CANDC 2002»
    Drug Design by Machine Learning: Support Vector Machines for Pharmaceutical Data Analysis
    13 years 4 months ago
    Drug Design by Machine Learning: Support Vector Machines for Pharmaceutical Data Analysis
    Download  www.svms.org
    We show that the support vector machine (SVM) classification algorithm, a recent development from the machine learning community, proves its potential for structure
    Robert Burbidge, Matthew W. B. Trotter, Bernard F....
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    JMLR
    2006
    131views more  JMLR 2006»
    Incremental Support Vector Learning: Analysis, Implementation and Applications
    13 years 4 months ago
    Incremental Support Vector Learning: Analysis, Implementation and Applications
    Download  jmlr.csail.mit.edu
    Incremental Support Vector Machines (SVM) are instrumental in practical applications of online learning. This work focuses on the design and analysis of efficient incremental SVM ...
    Pavel Laskov, Christian Gehl, Stefan Krüger, ...
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    KDD
    2004
    ACM
    139views Data Mining» more  KDD 2004»
    Learning a complex metabolomic dataset using random forests and support vector machines
    14 years 4 months ago
    Learning a complex metabolomic dataset using random forests and support vector machines
    Download  math.uc.edu
    Metabolomics is the omics science of biochemistry. The associated data include the quantitative measurements of all small molecule metabolites in a biological sample. These datase...
    Young Truong, Xiaodong Lin, Chris Beecher
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    BIOINFORMATICS
    2006
    105views more  BIOINFORMATICS 2006»
    Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure
    13 years 4 months ago
    Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure
    Download  noble.gs.washington.edu
    Darrin P. Lewis, Tony Jebara, William Stafford Nob...
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    ESANN
    2007
    103views Neural Networks» more  ESANN 2007»
    Interval discriminant analysis using support vector machines
    13 years 6 months ago
    Interval discriminant analysis using support vector machines
    Download  www.dice.ucl.ac.be
    Imprecision, incompleteness, prior knowledge or improved learning speed can motivate interval–represented data. Most approaches for SVM learning of interval data use local kernel...
    Cecilio Angulo, Davide Anguita, Luis Gonzál...
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