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    ICML
    2009
    IEEE
    122views Machine Learning» more  ICML 2009»
    Block-wise construction of acyclic relational features with monotone irreducibility and relevancy properties
    14 years 8 months ago
    Block-wise construction of acyclic relational features with monotone irreducibility and relevancy properties
    Download  ida.felk.cvut.cz
    We describe an algorithm for constructing a set of acyclic conjunctive relational features by combining smaller conjunctive blocks. Unlike traditional level-wise approaches which ...
    Filip Zelezný, Ondrej Kuzelka
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    IJCAI
    2003
    171views Artificial Intelligence» more  IJCAI 2003»
    Constructing Diverse Classifier Ensembles using Artificial Training Examples
    13 years 9 months ago
    Constructing Diverse Classifier Ensembles using Artificial Training Examples
    Download  dli.iiit.ac.in
    Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
    Prem Melville, Raymond J. Mooney
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    AAAI
    2012
    249views Intelligent Agents» more  AAAI 2012»
    Discovering Constraints for Inductive Process Modeling
    11 years 10 months ago
    Discovering Constraints for Inductive Process Modeling
    Download  www.isle.org
    Scientists use two forms of knowledge in the construction of explanatory models: generalized entities and processes that relate them; and constraints that specify acceptable combi...
    Ljupco Todorovski, Will Bridewell, Pat Langley
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    CLA
    2006
    107views Artificial Intelligence» more  CLA 2006»
    Type Signature Induction with FCAType
    13 years 9 months ago
    Type Signature Induction with FCAType
    Download  user.phil-fak.uni-duesseldorf.de
    Type signatures are common in modern linguistic theories. Their construction and maintenance is intricate, and therefore, an automatic induction method is desirable. In the present...
    Wiebke Petersen
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    APPINF
    2003
    235views Information Technology» more  APPINF 2003»
    On the Three Forms of Non-deductive Inferences: Induction, Abduction, and Design
    13 years 9 months ago
    On the Three Forms of Non-deductive Inferences: Induction, Abduction, and Design
    Download  kurt.cla.kobe-u.ac.jp
    Induction and abduction are well known non-deductive inferences. We shall propose that design is also another form of non-deductive inference, and, based on Barwise and Seligmanâ€...
    Makoto Kikuchi, Ichiro Nagasaka
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