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    TSMC
    2002
    135views more  TSMC 2002»
    Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation
    13 years 11 months ago
    Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation
    Download  www.isical.ac.in
    A fuzzy knowledge-based network is developed based on the linguistic rules extracted from a fuzzy decision tree. A scheme for automatic linguistic discretization of continuous attr...
    Sushmita Mitra, Kishori M. Konwar, Sankar K. Pal
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    PAMI
    1998
    127views more  PAMI 1998»
    The Random Subspace Method for Constructing Decision Forests
    13 years 11 months ago
    The Random Subspace Method for Constructing Decision Forests
    Download  machine-learning.martinsewell.com
    —Much of previous attention on decision trees focuses on the splitting criteria and optimization of tree sizes. The dilemma between overfitting and achieving maximum accuracy is ...
    Tin Kam Ho
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    KBS
    2002
    141views more  KBS 2002»
    Using J-pruning to reduce overfitting in classification trees
    13 years 11 months ago
    Using J-pruning to reduce overfitting in classification trees
    Download  www.maxbramer.org.uk
    The automatic induction of classification rules from examples in the form of a decision tree is an important technique used in data mining. One of the problems encountered is the o...
    Max Bramer
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    JMLR
    2002
    102views more  JMLR 2002»
    Efficient Algorithms for Decision Tree Cross-validation
    13 years 11 months ago
    Efficient Algorithms for Decision Tree Cross-validation
    Download  jmlr.csail.mit.edu
    Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...
    Hendrik Blockeel, Jan Struyf
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    INFORMATICALT
    2002
    150views more  INFORMATICALT 2002»
    Application of Data Mining Technique for Diagnosis of Posterior Uveal Melanoma
    13 years 11 months ago
    Application of Data Mining Technique for Diagnosis of Posterior Uveal Melanoma
    Download  www.mii.lt
    Application of knowledge discovery in databases (data mining) for medical decision support is discussed in this work. The aim of the study was to use decision support algorithm for...
    Darius Jegelevicius, Arunas Lukosevicius, Alvydas ...
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    DATAMINE
    1998
    249views more  DATAMINE 1998»
    Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
    13 years 11 months ago
    Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
    Download  www.liaad.up.pt
    Decision trees have proved to be valuable tools for the description, classi cation and generalizationof data. Work on constructingdecisiontrees from data exists in multiplediscipli...
    Sreerama K. Murthy
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    SIGKDD
    2000
    96views more  SIGKDD 2000»
    The MP13 Approach to the KDD'99 Classifier Learning Contest
    13 years 11 months ago
    The MP13 Approach to the KDD'99 Classifier Learning Contest
    Download  www.sigkdd.org
    The MP13 method is best summarized as recognition based on voting decision trees using "pipes" in potential space. Keywords Voting; Decision Tree; Potential Space
    Vladimir Miheev, Alexei Vopilov, Ivan Shabalin
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    TITB
    2008
    178views more  TITB 2008»
    Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling
    13 years 11 months ago
    Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling
    Download  medlab.cs.uoi.gr
    A fuzzy rule-based decision support system (DSS) is presented for the diagnosis of coronary artery disease (CAD). The system is automatically generated from an initial annotated da...
    Markos G. Tsipouras, Themis P. Exarchos, Dimitrios...
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    IJAR
    2007
    87views more  IJAR 2007»
    Pruning belief decision tree methods in averaging and conjunctive approaches
    13 years 11 months ago
    Pruning belief decision tree methods in averaging and conjunctive approaches
    Download  www.cse.buffalo.edu
    The belief decision tree (BDT) approach is a decision tree in an uncertain environment where the uncertainty is represented through the Transferable Belief Model (TBM), one interp...
    Salsabil Trabelsi, Zied Elouedi, Khaled Mellouli
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    PAAPP
    2006
    85views more  PAAPP 2006»
    A new metric splitting criterion for decision trees
    13 years 11 months ago
    A new metric splitting criterion for decision trees
    Download  www.cs.umb.edu
    Abstract: We examine a new approach to building decision tree by introducing a geometric splitting criterion, based on the properties of a family of metrics on the space of partiti...
    Dan A. Simovici, Szymon Jaroszewicz
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