Titlebook: Inductive Logic Programming; 18th International C Filip Železný,Nada Lavrač Conference proceedings 2008 Springer-Verlag Berlin Heidelberg 2

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Top-Down Induction of Relational Model Trees in Multi-instance Learningpropose a top-down induction multi-relational model tree system which navigates foreign key constraints according to a divide-and-conquer strategy, derives a representation of reference objects as bags of attribute-value vectors and then, for each bag, constructs a primary instance as main responsib

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Discriminative Structure Learning of Markov Logic Networksposed algorithm improves over the state-of-the-art discriminative weight learning algorithm for MLNs in terms of conditional likelihood. We also compare the proposed algorithm with the state-of-the-art generative structure learning algorithm for MLNs and confirm the results in [22] showing that for

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Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Exampleser, and generate more comprehensible theories without decreasing the accuracy. Moreover, the proposed theory revision approach significantly improves predictive accuracy over theories generated by Aleph system.

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万花筒

Conference proceedings 2008ited talks from the domains of the semantic web (Frank van Harmelen), bioinformatics (Mark Craven) and cognitive sciences (Josh Tenenbaum). We deliberately looked for speakers who are not directly involved in ILP research. We further invited a tutorial on stat- tical relational learning (Kristian Ke

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0302-9743 We deliberately looked for speakers who are not directly involved in ILP research. We further invited a tutorial on stat- tical relational learning (Kristian Ke978-3-540-85927-7978-3-540-85928-4Series ISSN 0302-9743 Series E-ISSN 1611-3349

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Nicola Fanizzi,Claudia d’Amato,Floriana Espositond an outlook. ..Students with a connection to sports science are given a comprehensive insight into computer science in sport, supported by a didactically sophisticated concept that makes it easy to convey the978-3-662-68312-5978-3-662-68313-2

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Paolo Frasconi,Manfred Jaeger,Andrea Passerinind an outlook. ..Students with a connection to sports science are given a comprehensive insight into computer science in sport, supported by a didactically sophisticated concept that makes it easy to convey the978-3-662-68312-5978-3-662-68313-2

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obeisance

hange of ideas of common concern to computer scientists and statisticians. The sessions of the 13th Symposium were held in the Pittsburgh Hilton Hotel, Gateway Center, Pittsburgh. Following established custom the 13th Symposium had organized workshops on various topics of interest to participants. T