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    AAAI
    2004
    185views Intelligent Agents» more  AAAI 2004»
    Bayesian Inference on Principal Component Analysis Using Reversible Jump Markov Chain Monte Carlo
    13 years 11 months ago
    Bayesian Inference on Principal Component Analysis Using Reversible Jump Markov Chain Monte Carlo
    Download  www.aaai.org
    Based on the probabilistic reformulation of principal component analysis (PCA), we consider the problem of determining the number of principal components as a model selection prob...
    Zhihua Zhang, Kap Luk Chan, James T. Kwok, Dit-Yan...
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    AAAI
    2004
    122views Intelligent Agents» more  AAAI 2004»
    High-Level Goal Recognition in a Wireless LAN
    13 years 11 months ago
    High-Level Goal Recognition in a Wireless LAN
    Download  www.cse.ust.hk
    Plan recognition has traditionally been developed for logically encoded application domains with a focus on logical reasoning. In this paper, we present an integrated plan-recogni...
    Jie Yin, Xiaoyong Chai, Qiang Yang
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    AAAI
    2006
    142views Intelligent Agents» more  AAAI 2006»
    Bayesian Calibration for Monte Carlo Localization
    13 years 11 months ago
    Bayesian Calibration for Monte Carlo Localization
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    Localization is a fundamental challenge for autonomous robotics. Although accurate and efficient techniques now exist for solving this problem, they require explicit probabilistic...
    Armita Kaboli, Michael H. Bowling, Petr Musí...
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    AAAI
    2004
    157views Intelligent Agents» more  AAAI 2004»
    Distributed Representation of Syntactic Structure by Tensor Product Representation and Non-Linear Compression
    13 years 11 months ago
    Distributed Representation of Syntactic Structure by Tensor Product Representation and Non-Linear Compression
    Download  www.aaai.org
    Representing lexicons and sentences with the subsymbolic approach (using techniques such as Self Organizing Map (SOM) or Artificial Neural Network (ANN)) is a relatively new but i...
    Heidi H. T. Yeung, Peter W. M. Tsang
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    AAAI
    2006
    109views Intelligent Agents» more  AAAI 2006»
    An End-to-End Supervised Target-Word Sense Disambiguation System
    13 years 11 months ago
    An End-to-End Supervised Target-Word Sense Disambiguation System
    Download  www.d.umn.edu
    We present an extensible supervised Target-Word Sense Disambiguation system that leverages upon GATE (General Architecture for Text Engineering), NSP (Ngram Statistics Package) an...
    Mahesh Joshi, Serguei V. S. Pakhomov, Ted Pedersen...
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    AAAI
    2004
    94views Intelligent Agents» more  AAAI 2004»
    Online Semantic Extraction by Backpropagation Neural Network with Various Syntactic Structure Representations
    13 years 11 months ago
    Online Semantic Extraction by Backpropagation Neural Network with Various Syntactic Structure Representations
    Download  www.aaai.org
    Heidi H. T. Yeung
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    AAAI
    2006
    113views Intelligent Agents» more  AAAI 2006»
    Kernel Methods for Word Sense Disambiguation and Acronym Expansion
    13 years 11 months ago
    Kernel Methods for Word Sense Disambiguation and Acronym Expansion
    Download  www.cs.cmu.edu
    The scarcity of manually labeled data for supervised machine learning methods presents a significant limitation on their ability to acquire knowledge. The use of kernels in Suppor...
    Mahesh Joshi, Ted Pedersen, Richard Maclin, Sergue...
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    AAAI
    2004
    108views Intelligent Agents» more  AAAI 2004»
    Solving Generalized Semi-Markov Decision Processes Using Continuous Phase-Type Distributions
    13 years 11 months ago
    Solving Generalized Semi-Markov Decision Processes Using Continuous Phase-Type Distributions
    Download  www.aaai.org
    We introduce the generalized semi-Markov decision process (GSMDP) as an extension of continuous-time MDPs and semi-Markov decision processes (SMDPs) for modeling stochastic decisi...
    Håkan L. S. Younes, Reid G. Simmons
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    AAAI
    2006
    107views Intelligent Agents» more  AAAI 2006»
    A Dynamic Mixture Model to Detect Student Motivation and Proficiency
    13 years 11 months ago
    A Dynamic Mixture Model to Detect Student Motivation and Proficiency
    Download  www.aaai.org
    Unmotivated students do not reap the full rewards of using a computer-based intelligent tutoring system. Detection of improper behavior is thus an important component of an online...
    Jeffrey Johns, Beverly Park Woolf
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    AAAI
    2004
    158views Intelligent Agents» more  AAAI 2004»
    Automatic Generation of Artistic Chinese Calligraphy
    13 years 11 months ago
    Automatic Generation of Artistic Chinese Calligraphy
    Download  www.aaai.org
    We introduce a novel intelligent system which can generate new Chinese calligraphic artwork that meets certain aesthetic requirements automatically. In the machine learning phase,...
    Songhua Xu, Francis C. M. Lau, Kwok-Wai Cheung, Yu...
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