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    IJCAI
    2007
    253views Artificial Intelligence» more  IJCAI 2007»
    Collapsed Variational Dirichlet Process Mixture Models
    13 years 6 months ago
    Collapsed Variational Dirichlet Process Mixture Models
    Download  www.ics.uci.edu
    Nonparametric Bayesian mixture models, in particular Dirichlet process (DP) mixture models, have shown great promise for density estimation and data clustering. Given the size of ...
    Kenichi Kurihara, Max Welling, Yee Whye Teh
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    IJCAI
    2007
    280views Artificial Intelligence» more  IJCAI 2007»
    Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks
    13 years 6 months ago
    Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks
    Download  www.ijcai.org
    Coronary Heart Disease can be diagnosed by measuring and scoring regional motion of the heart wall in ultrasound images of the left ventricle (LV) of the heart. We describe a comp...
    Maleeha Qazi, Glenn Fung, Sriram Krishnan, R&oacut...
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    IJCAI
    2007
    183views Artificial Intelligence» more  IJCAI 2007»
    Managing Domain Knowledge and Multiple Models with Boosting
    13 years 6 months ago
    Managing Domain Knowledge and Multiple Models with Boosting
    Download  www.cc.gatech.edu
    We present MBoost, a novel extension to AdaBoost that extends boosting to use multiple weak learners explicitly, and provides robustness to learning models that overfit or are po...
    Peng Zang, Charles Lee Isbell Jr.
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    IJCAI
    2007
    200views Artificial Intelligence» more  IJCAI 2007»
    Compiling Bayesian Networks by Symbolic Probability Calculation Based on Zero-Suppressed BDDs
    13 years 6 months ago
    Compiling Bayesian Networks by Symbolic Probability Calculation Based on Zero-Suppressed BDDs
    Download  sato-www.cs.titech.ac.jp
    Compiling Bayesian networks (BNs) is one of the hot topics in the area of probabilistic modeling and processing. In this paper, we propose a new method of compiling BNs into multi...
    Shin-ichi Minato, Ken Satoh, Taisuke Sato
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    IJCAI
    2007
    121views Artificial Intelligence» more  IJCAI 2007»
    Subtree Mining for Question Classification Problem
    13 years 6 months ago
    Subtree Mining for Question Classification Problem
    Download  ijcai.org
    Minh Le Nguyen, Nguyen Thanh Tri, Akira Shimazu
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    IJCAI
    2007
    179views Artificial Intelligence» more  IJCAI 2007»
    Heuristic Selection of Actions in Multiagent Reinforcement Learning
    13 years 6 months ago
    Heuristic Selection of Actions in Multiagent Reinforcement Learning
    Download  www.ijcai.org
    This work presents a new algorithm, called Heuristically Accelerated Minimax-Q (HAMMQ), that allows the use of heuristics to speed up the wellknown Multiagent Reinforcement Learni...
    Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna...
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    IJCAI
    2007
    177views Artificial Intelligence» more  IJCAI 2007»
    A Factor Graph Model for Software Bug Finding
    13 years 6 months ago
    A Factor Graph Model for Software Bug Finding
    Download  www.ijcai.org
    Automatic tools for finding software errors require knowledge of the rules a program must obey, or “specifications,” before they can identify bugs. We present a method that ...
    Ted Kremenek, Andrew Y. Ng, Dawson R. Engler
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    IJCAI
    2007
    142views Artificial Intelligence» more  IJCAI 2007»
    Scalable Diagnosability Checking of Event-Driven Systems
    13 years 6 months ago
    Scalable Diagnosability Checking of Event-Driven Systems
    Download  ijcai.org
    Diagnosability of systems is an essential property that determines how accurate any diagnostic reasoning can be on a system given any sequence of observations. Generally, in the l...
    Anika Schumann, Yannick Pencolé
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    IJCAI
    2007
    153views Artificial Intelligence» more  IJCAI 2007»
    Dances with Words
    13 years 6 months ago
    Dances with Words
    Download  phantomstallion.com
    Carlo Strapparava, Alessandro Valitutti, Oliviero ...
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    IJCAI
    2007
    237views Artificial Intelligence» more  IJCAI 2007»
    WiFi-SLAM Using Gaussian Process Latent Variable Models
    13 years 6 months ago
    WiFi-SLAM Using Gaussian Process Latent Variable Models
    Download  www.cs.washington.edu
    WiFi localization, the task of determining the physical location of a mobile device from wireless signal strengths, has been shown to be an accurate method of indoor and outdoor l...
    Brian Ferris, Dieter Fox, Neil D. Lawrence
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