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    SDM
    2008
    SIAM
    136views Data Mining» more  SDM 2008»
    Exploration and Reduction of the Feature Space by Hierarchical Clustering
    13 years 9 months ago
    Exploration and Reduction of the Feature Space by Hierarchical Clustering
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    In this paper we propose and test the use of hierarchical clustering for feature selection. The clustering method is Ward's with a distance measure based on GoodmanKruskal ta...
    Dino Ienco, Rosa Meo
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    SEBD
    2008
    169views Database» more  SEBD 2008»
    Clustering the Feature Space
    13 years 9 months ago
    Clustering the Feature Space
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    Abstract Dino Ienco and Rosa Meo Dipartimento di Informatica, Universit`a di Torino, Italy In this paper we propose and test the use of hierarchical clustering for feature selectio...
    Dino Ienco, Rosa Meo
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    NIPS
    2007
    146views Information Technology» more  NIPS 2007»
    Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs
    13 years 9 months ago
    Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs
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    We present an algorithm called Optimistic Linear Programming (OLP) for learning to optimize average reward in an irreducible but otherwise unknown Markov decision process (MDP). O...
    Ambuj Tewari, Peter L. Bartlett
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    NIPS
    2007
    155views Information Technology» more  NIPS 2007»
    Modelling motion primitives and their timing in biologically executed movements
    13 years 9 months ago
    Modelling motion primitives and their timing in biologically executed movements
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    Biological movement is built up of sub-blocks or motion primitives. Such primitives provide a compact representation of movement which is also desirable in robotic control applica...
    Ben H. Williams, Marc Toussaint, Amos J. Storkey
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    AAAI
    2006
    136views Intelligent Agents» more  AAAI 2006»
    Compilation of Query-Rewriting Problems into Tractable Fragments of Propositional Logic
    13 years 9 months ago
    Compilation of Query-Rewriting Problems into Tractable Fragments of Propositional Logic
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    We consider the problem of rewriting a query efficiently using materialized views. In the context of information integration, this problem has received significant attention in th...
    Yolifé Arvelo, Blai Bonet, Maria-Esther Vid...
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