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    ESANN
    2006
    99views Neural Networks» more  ESANN 2006»
    Unsupervised clustering of continuous trajectories of kinematic trees with SOM-SD
    14 years 11 months ago
    Unsupervised clustering of continuous trajectories of kinematic trees with SOM-SD
    Download  www.dice.ucl.ac.be
    We explore the capability of the Self Organizing Map for structured data (SOM-SD) to compress continuous time data recorded from a kinematic tree, which can represent a robot or an...
    Jochen J. Steil, Risto Koiva, Alessandro Sperduti
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    ESANN
    2006
    182views Neural Networks» more  ESANN 2006»
    Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM)
    14 years 11 months ago
    Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM)
    Download  www.see.ed.ac.uk
    A probabilistic, ``neural'' approach to sensor modelling and classification is described, performing local data fusion in a wireless system for embedded sensors using a ...
    Tong Boon Tang, Alan F. Murray
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    IJIT
    2004
    212views Artificial Intelligence» more  IJIT 2004»
    Continuous Text Translation Using Text Modeling in the Thetos System
    14 years 11 months ago
    Continuous Text Translation Using Text Modeling in the Thetos System
    Download  www.akademik.unsri.ac.id
    In the paper a method of modeling text for Polish is discussed. The method is aimed at transforming continuous input text into a text consisting of sentences in so called canonical...
    Nina Suszczanska, Przemyslaw Szmal, Slawomir Kulik...
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    UAI
    2004
    131views Artificial Intelligence» more  UAI 2004»
    Dynamic Programming for Structured Continuous Markov Decision Problems
    14 years 11 months ago
    Dynamic Programming for Structured Continuous Markov Decision Problems
    Download  www.cs.bham.ac.uk
    We describe an approach for exploiting structure in Markov Decision Processes with continuous state variables. At each step of the dynamic programming, the state space is dynamica...
    Zhengzhu Feng, Richard Dearden, Nicolas Meuleau, R...
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    UAI
    2003
    109views Artificial Intelligence» more  UAI 2003»
    Markov Random Walk Representations with Continuous Distributions
    14 years 11 months ago
    Markov Random Walk Representations with Continuous Distributions
    Download  www.sns.ias.edu
    We propose a framework to extend Markov random walks (Szummer and Jaakkola, 2001) to a continuum of points. In this framework, the transition probability between two points is the...
    Chen-Hsiang Yeang, Martin Szummer
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