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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
    14 years 17 days 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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    AIPS
    2008
    126views Artificial Intelligence» more  AIPS 2008»
    The Complexity of Optimal Planning and a More Efficient Method for Finding Solutions
    14 years 17 days ago
    The Complexity of Optimal Planning and a More Efficient Method for Finding Solutions
    Download  www.aaai.org
    We present a faster method of solving optimal planning problems and show that our solution performs up to an order of magnitude faster than Satplan on a variety of problems from t...
    Katrina Ray, Matthew L. Ginsberg
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    EDCC
    2008
    Springer
    117views Applied Computing» more  EDCC 2008»
    Software Faults Diagnosis in Complex OTS Based Safety Critical Systems
    14 years 14 hour ago
    Software Faults Diagnosis in Complex OTS Based Safety Critical Systems
    Download  www.sesm.it
    This work addresses the problem of software fault diagnosis in complex safety critical software systems. The transient manifestations of software faults represent a challenging is...
    Gabriella Carrozza, Domenico Cotroneo, Stefano Rus...
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    ACL
    2007
    125views Computational Linguistics» more  ACL 2007»
    A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity
    13 years 11 months ago
    A Seed-driven Bottom-up Machine Learning Framework for Extracting Relations of Various Complexity
    Download  www.dfki.de
    A minimally supervised machine learning framework is described for extracting relations of various complexity. Bootstrapping starts from a small set of n-ary relation instances as...
    Feiyu Xu, Hans Uszkoreit, Hong Li
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    EMNLP
    2008
    133views Natural Language Processing» more  EMNLP 2008»
    Selecting Sentences for Answering Complex Questions
    13 years 11 months ago
    Selecting Sentences for Answering Complex Questions
    Download  www.aclweb.org
    Complex questions that require inferencing and synthesizing information from multiple documents can be seen as a kind of topicoriented, informative multi-document summarization. I...
    Yllias Chali, Shafiq R. Joty
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