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    UAI
    2000
    148views Artificial Intelligence» more  UAI 2000»
    Bayesian Classification and Feature Selection from Finite Data Sets
    13 years 6 months ago
    Bayesian Classification and Feature Selection from Finite Data Sets
    Download  www.doc.ic.ac.uk
    Frans Coetzee, Steve Lawrence, C. Lee Giles
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    AAAI
    2004
    206views Intelligent Agents» more  AAAI 2004»
    Bayesian Network Classifiers Versus k-NN Classifier Using Sequential Feature Selection
    13 years 6 months ago
    Bayesian Network Classifiers Versus k-NN Classifier Using Sequential Feature Selection
    Download  www.aaai.org
    The aim of this paper is to compare Bayesian network classifiers to the k-NN classifier based on a subset of features. This subset is established by means of sequential feature se...
    Franz Pernkopf
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    KDD
    1998
    ACM
    442views Data Mining» more  KDD 1998»
    BAYDA: Software for Bayesian Classification and Feature Selection
    13 years 9 months ago
    BAYDA: Software for Bayesian Classification and Feature Selection
    Download  www.aaai.org
    BAYDA is a software package for flexible data analysis in predictive data mining tasks. The mathematical model underlying the program is based on a simple Bayesian network, the Na...
    Petri Kontkanen, Petri Myllymäki, Tomi Siland...
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    AAAI
    2008
    132views Intelligent Agents» more  AAAI 2008»
    Markov Blanket Feature Selection for Support Vector Machines
    13 years 7 months ago
    Markov Blanket Feature Selection for Support Vector Machines
    Download  www.aaai.org
    Based on Information Theory, optimal feature selection should be carried out by searching Markov blankets. In this paper, we formally analyze the current Markov blanket discovery ...
    Jianqiang Shen, Lida Li, Weng-Keen Wong
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    AUSAI
    2007
    Springer
    176views Artificial Intelligence» more  AUSAI 2007»
    Building Classification Models from Microarray Data with Tree-Based Classification Algorithms
    13 years 9 months ago
    Building Classification Models from Microarray Data with Tree-Based Classification Algorithms
    Download  www.csse.monash.edu.au
    Building classification models plays an important role in DNA mircroarray data analyses. An essential feature of DNA microarray data sets is that the number of input variables (gen...
    Peter J. Tan, David L. Dowe, Trevor I. Dix
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