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    AAAI
    2007
    68views Intelligent Agents» more  AAAI 2007»
    A Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs
    13 years 6 months ago
    A Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs
    Download  www.aaai.org
    An Unobservable MDP (UMDP) is a POMDP in which there are no observations. An Only-Costly-Observable MDP (OCOMDP) is a POMDP which extends an UMDP by allowing a particular costly a...
    Roy Fox, Moshe Tennenholtz
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    AAAI
    2007
    69views Intelligent Agents» more  AAAI 2007»
    Recommending Travel Packages Upon Distributed Knowledge
    13 years 6 months ago
    Recommending Travel Packages Upon Distributed Knowledge
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    Fabiana Lorenzi, Ana L. C. Bazzan, Mara Abel
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    AAAI
    2007
    72views Intelligent Agents» more  AAAI 2007»
    Interest-Matching Comparisons using CP-nets
    13 years 6 months ago
    Interest-Matching Comparisons using CP-nets
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    The formation of internet-based social networks has revived research on traditional social network models as well as interest-matching, or match-making, systems. In order to autom...
    Andrew W. Wicker, Jon Doyle
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    AAAI
    2007
    108views Intelligent Agents» more  AAAI 2007»
    Semi-Supervised Learning with Very Few Labeled Training Examples
    13 years 6 months ago
    Semi-Supervised Learning with Very Few Labeled Training Examples
    Download  cs.nju.edu.cn
    In semi-supervised learning, a number of labeled examples are usually required for training an initial weakly useful predictor which is in turn used for exploiting the unlabeled e...
    Zhi-Hua Zhou, De-Chuan Zhan, Qiang Yang
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    AAAI
    2007
    107views Intelligent Agents» more  AAAI 2007»
    Counting CSP Solutions Using Generalized XOR Constraints
    13 years 6 months ago
    Counting CSP Solutions Using Generalized XOR Constraints
    Download  www.cs.cornell.edu
    We present a general framework for determining the number of solutions of constraint satisfaction problems (CSPs) with a high precision. Our first strategy uses additional binary...
    Carla P. Gomes, Willem Jan van Hoeve, Ashish Sabha...
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    AAAI
    2007
    94views Intelligent Agents» more  AAAI 2007»
    L2R: A Logical Method for Reference Reconciliation
    13 years 6 months ago
    L2R: A Logical Method for Reference Reconciliation
    Download  membres-liglab.imag.fr
    The reference reconciliation problem consists in deciding whether different identifiers refer to the same data, i.e., correspond to the same world entity. The L2R system exploits...
    Fatiha Saïs, Nathalie Pernelle, Marie-Christi...
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    AAAI
    2007
    86views Intelligent Agents» more  AAAI 2007»
    On the Value of Good Advice: The Complexity of A* Search with Accurate Heuristics
    13 years 6 months ago
    On the Value of Good Advice: The Complexity of A* Search with Accurate Heuristics
    Download  www.aaai.org
    We study the behavior of the classical A∗ search algorithm when coupled with a heuristic that provides estimates, accurate to within a small multiplicative factor, of the distan...
    Hang T. Dinh, Alexander Russell, Yuan Su
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    AAAI
    2007
    89views Intelligent Agents» more  AAAI 2007»
    Mobile Service for Reputation Extraction from Weblogs - Public Experiment and Evaluation
    13 years 6 months ago
    Mobile Service for Reputation Extraction from Weblogs - Public Experiment and Evaluation
    Download  www.aaai.org
    In this paper, we introduce a mobile service that extracts reputations of a product from weblogs by cellular phones during shopping. If the user takes a photo of a product barcode...
    Takahiro Kawamura, Shinichi Nagano, Masumi Inaba, ...
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    AAAI
    2007
    67views Intelligent Agents» more  AAAI 2007»
    Machine Learning for Automatic Mapping of Planetary Surfaces
    13 years 6 months ago
    Machine Learning for Automatic Mapping of Planetary Surfaces
    Download  www.lpi.usra.edu
    We describe an application of machine learning to the problem of geomorphic mapping of planetary surfaces. Mapping landforms on planetary surfaces is an important task and the fi...
    Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta
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    AAAI
    2007
    92views Intelligent Agents» more  AAAI 2007»
    A Semantic Importing Approach to Knowledge Reuse from Multiple Ontologies
    13 years 6 months ago
    A Semantic Importing Approach to Knowledge Reuse from Multiple Ontologies
    Download  www.aaai.org
    We present the syntax and semantics of a modular ontology language SHOIQP to support context-specific reuse of knowledge from multiple ontologies. A SHOIQP ontology consists of m...
    Jie Bao, Giora Slutzki, Vasant Honavar
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