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    AAAI
    2012
    272views Intelligent Agents» more  AAAI 2012»
    A Spin-Glass Model for Semi-Supervised Community Detection
    12 years 18 days ago
    A Spin-Glass Model for Semi-Supervised Community Detection
    Download  cs.brynmawr.edu
    Current modularity-based community detection methods show decreased performance as relational networks become increasingly noisy. These methods also yield a large number of divers...
    Eric Eaton, Rachael Mansbach
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    AAAI
    2012
    231views Intelligent Agents» more  AAAI 2012»
    Sparse Probabilistic Relational Projection
    12 years 18 days ago
    Sparse Probabilistic Relational Projection
    Download  www.cs.ust.hk
    Probabilistic relational PCA (PRPCA) can learn a projection matrix to perform dimensionality reduction for relational data. However, the results learned by PRPCA lack interpretabi...
    Wu-Jun Li, Dit-Yan Yeung
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    AAAI
    2012
    265views Intelligent Agents» more  AAAI 2012»
    Security Games for Controlling Contagion
    12 years 18 days ago
    Security Games for Controlling Contagion
    Download  teamcore.usc.edu
    Many strategic actions carry a ‘contagious’ component beyond the immediate locale of the effort itself. Viral marketing and peacekeeping operations have both been observed to ...
    Jason Tsai, Thanh H. Nguyen, Milind Tambe
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    AAAI
    2012
    205views Intelligent Agents» more  AAAI 2012»
    Planning in Factored Action Spaces with Symbolic Dynamic Programming
    12 years 18 days ago
    Planning in Factored Action Spaces with Symbolic Dynamic Programming
    Download  www.cs.tufts.edu
    We consider symbolic dynamic programming (SDP) for solving Markov Decision Processes (MDP) with factored state and action spaces, where both states and actions are described by se...
    Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tad...
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    AAAI
    2012
    219views Intelligent Agents» more  AAAI 2012»
    Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types
    12 years 18 days ago
    Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types
    Download  www.orchid.ac.uk
    Non-intrusive appliance load monitoring is the process of disaggregating a household’s total electricity consumption into its contributing appliances. In this paper we propose a...
    Oliver Parson, Siddhartha Ghosh, Mark Weal, Alex R...
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