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    IJCAI
    2007
    161views Artificial Intelligence» more  IJCAI 2007»
    Simple Training of Dependency Parsers via Structured Boosting
    13 years 10 months ago
    Simple Training of Dependency Parsers via Structured Boosting
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    Recently, significant progress has been made on learning structured predictors via coordinated training algorithms such as conditional random fields and maximum margin Markov ne...
    Qin Iris Wang, Dekang Lin, Dale Schuurmans
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    IJCAI
    2007
    227views Artificial Intelligence» more  IJCAI 2007»
    Conjunctive Query Answering for the Description Logic SHIQ
    13 years 10 months ago
    Conjunctive Query Answering for the Description Logic SHIQ
    Download  www.aaai.org
    Conjunctive queries play an important role as an expressive query language for Description Logics (DLs). Although modern DLs usually provide for transitive roles, conjunctive quer...
    Birte Glimm, Ian Horrocks, Carsten Lutz, Ulrike Sa...
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    IJCAI
    2007
    172views Artificial Intelligence» more  IJCAI 2007»
    Automatic Synthesis of New Behaviors from a Library of Available Behaviors
    13 years 10 months ago
    Automatic Synthesis of New Behaviors from a Library of Available Behaviors
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    Giuseppe De Giacomo, Sebastian Sardiña
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    IJCAI
    2007
    215views Artificial Intelligence» more  IJCAI 2007»
    Detecting Changes in Unlabeled Data Streams Using Martingale
    13 years 10 months ago
    Detecting Changes in Unlabeled Data Streams Using Martingale
    Download  www.cs.gmu.edu
    The martingale framework for detecting changes in data stream, currently only applicable to labeled data, is extended here to unlabeled data using clustering concept. The one-pass...
    Shen-Shyang Ho, Harry Wechsler
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    IJCAI
    2007
    159views Artificial Intelligence» more  IJCAI 2007»
    A Machine Learning Approach for Statistical Software Testing
    13 years 10 months ago
    A Machine Learning Approach for Statistical Software Testing
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    Some Statistical Software Testing approaches rely on sampling the feasible paths in the control flow graph of the program; the difficulty comes from the tiny ratio of feasible p...
    Nicolas Baskiotis, Michèle Sebag, Marie-Cla...
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    IJCAI
    2007
    149views Artificial Intelligence» more  IJCAI 2007»
    Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions
    13 years 10 months ago
    Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions
    Download  www.ijcai.org
    We describe an approach to extract attribute-value pairs from product descriptions. This allows us to represent products as sets of such attribute-value pairs to augment product d...
    Katharina Probst, Rayid Ghani, Marko Krema, Andrew...
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    IJCAI
    2007
    191views Artificial Intelligence» more  IJCAI 2007»
    Multi-Agent System that Attains Longevity via Death
    13 years 10 months ago
    Multi-Agent System that Attains Longevity via Death
    Download  www.cs.umass.edu
    We propose a novel approach to self-regenerating systems which require continuous operation, such as security surveillance. For that aim we introduce HADES, a self-regenerating co...
    Megan Olsen, Hava T. Siegelmann
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    IJCAI
    2007
    275views Artificial Intelligence» more  IJCAI 2007»
    Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies
    13 years 10 months ago
    Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies
    Download  www.ijcai.org
    Learning capabilities of computer systems still lag far behind biological systems. One of the reasons can be seen in the inefficient re-use of control knowledge acquired over the...
    Mehran Asadi, Manfred Huber
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    IJCAI
    2007
    212views Artificial Intelligence» more  IJCAI 2007»
    Bayesian Tensor Inference for Sketch-Based Facial Photo Hallucination
    13 years 10 months ago
    Bayesian Tensor Inference for Sketch-Based Facial Photo Hallucination
    Download  www.ee.columbia.edu
    This paper develops a statistical inference approach, Bayesian Tensor Inference, for style transformation between photo images and sketch images of human faces. Motivated by the r...
    Wei Liu, Xiaoou Tang, Jianzhuang Liu
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    IJCAI
    2007
    154views Artificial Intelligence» more  IJCAI 2007»
    r-grams: Relational Grams
    13 years 10 months ago
    r-grams: Relational Grams
    Download  www.aaai.org
    We introduce relational grams (r-grams). They upgrade n-grams for modeling relational sequences of atoms. As n-grams, r-grams are based on smoothed n-th order Markov chains. Smoot...
    Niels Landwehr, Luc De Raedt
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