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    AAAI
    2008
    126views Intelligent Agents» more  AAAI 2008»
    An Interaction-Based Approach to Computational Epidemiology
    13 years 7 months ago
    An Interaction-Based Approach to Computational Epidemiology
    Download  www.aaai.org
    Christopher L. Barrett, Stephen Eubank, Madhav V. ...
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    AAAI
    2008
    106views Intelligent Agents» more  AAAI 2008»
    Hypothesis Pruning and Ranking for Large Plan Recognition Problems
    13 years 7 months ago
    Hypothesis Pruning and Ranking for Large Plan Recognition Problems
    Download  www.ri.cmu.edu
    This paper addresses the problem of plan recognition for multi-agent teams. Complex multi-agent tasks typically require dynamic teams where the team membership changes over time. ...
    Gita Sukthankar, Katia P. Sycara
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    AAAI
    2008
    98views Intelligent Agents» more  AAAI 2008»
    A Reductive Semantics for Counting and Choice in Answer Set Programming
    13 years 7 months ago
    A Reductive Semantics for Counting and Choice in Answer Set Programming
    Download  www.cs.utexas.edu
    In a recent paper, Ferraris, Lee and Lifschitz conjectured that the concept of a stable model of a first-order formula can be used to treat some answer set programming expressions...
    Joohyung Lee, Vladimir Lifschitz, Ravi Palla
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    AAAI
    2008
    200views Intelligent Agents» more  AAAI 2008»
    CRF-OPT: An Efficient High-Quality Conditional Random Field Solver
    13 years 7 months ago
    CRF-OPT: An Efficient High-Quality Conditional Random Field Solver
    Download  www.aaai.org
    Conditional random field (CRF) is a popular graphical model for sequence labeling. The flexibility of CRF poses significant computational challenges for training. Using existing o...
    Minmin Chen, Yixin Chen, Michael R. Brent
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    AAAI
    2008
    119views Intelligent Agents» more  AAAI 2008»
    Exploiting Causal Independence Using Weighted Model Counting
    13 years 7 months ago
    Exploiting Causal Independence Using Weighted Model Counting
    Download  www.aaai.org
    Previous studies have demonstrated that encoding a Bayesian network into a SAT-CNF formula and then performing weighted model counting using a backtracking search algorithm can be...
    Wei Li 0002, Pascal Poupart, Peter van Beek
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    AAAI
    2008
    131views Intelligent Agents» more  AAAI 2008»
    Computing Minimal Diagnoses by Greedy Stochastic Search
    13 years 7 months ago
    Computing Minimal Diagnoses by Greedy Stochastic Search
    Download  www.cs.ucc.ie
    Most algorithms for computing diagnoses within a modelbased diagnosis framework are deterministic. Such algorithms guarantee soundness and completeness, but are P 2 hard. To overc...
    Alexander Feldman, Gregory M. Provan, Arjan J. C. ...
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    AAAI
    2008
    110views Intelligent Agents» more  AAAI 2008»
    Nonmonotonic Modes of Inference
    13 years 7 months ago
    Nonmonotonic Modes of Inference
    Download  www.cse.unsw.edu.au
    In this paper we investigate nonmonotonic `modes of inference'. Our approach uses modal (conditional) logic to establish a uniform framework in which to study nonmonotonic co...
    Victor Jauregui
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    AAAI
    2008
    127views Intelligent Agents» more  AAAI 2008»
    A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC
    13 years 7 months ago
    A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC
    Download  alchemy.cs.washington.edu
    Many real-world problems are characterized by complex relational structure, which can be succinctly represented in firstorder logic. However, many relational inference algorithms ...
    Hoifung Poon, Pedro Domingos, Marc Sumner
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    AAAI
    2008
    135views Intelligent Agents» more  AAAI 2008»
    Feature Selection for Activity Recognition in Multi-Robot Domains
    13 years 7 months ago
    Feature Selection for Activity Recognition in Multi-Robot Domains
    Download  www.cs.cmu.edu
    In multi-robot settings, activity recognition allows a robot to respond intelligently to the other robots in its environment. Conditional random fields are temporal models that ar...
    Douglas L. Vail, Manuela M. Veloso
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    AAAI
    2008
    109views Intelligent Agents» more  AAAI 2008»
    Generating Useful Network-based Features for Analyzing Social Networks
    13 years 7 months ago
    Generating Useful Network-based Features for Analyzing Social Networks
    Download  www.miv.t.u-tokyo.ac.jp
    Jun Karamon, Yutaka Matsuo, Mitsuru Ishizuka
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