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Bayesian Learning of Logical Hidden Markov Models

, , , и . Proceedings of the Finnish AI conference (STeP-02), стр. 64--71. Oulu, Finland, (декабря 2002)

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Bart Raedt

Johannes Wilhelm Raedt

L Solymosi

L Bräuer

L Müller

 

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Probabilistic Inductive Logic Programming, и . Probabilistic Inductive Logic Programming: Theory and Applications, том 4911 из LNAI, Springer, (2008)ProbLog: A Probabilistic Prolog and Its Application in Link Discovery., , и . Proceedings of the 20th International Joint Conference on Artificial Intelligence, стр. 2462-2467. (2007)Bayesian Logic Programming: Theory and Tool, и . An Introduction to Statistical Relational Learning, MIT Press, (2007)Probabilistic Logic Learning, и . ACM-SIGKDD Explorations: Special issue on Multi-Relational Data Mining, 5 (1): 31--48 (2003)Basic Principles of Learning Bayesian Logic Programs, и . 174. Institute for Computer Science, University of Freiburg, Freiburg, Germany, (июня 2002)Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting, , и . Working Notes of the ICML '05 Workshop on Approaches and Applications of Inductive Programming (AAIP-05), Bonn, Germany, (августа 2005)Interpreting Bayesian Logic Programs, , и . Working Notes of the AAAI-2000 Workshop on Learning Statistical Models from Relational Data (SRL), Austin, Texas, AAAI Press, (2000)A Structural GEM for Learning Logical Hidden Markov Models, , и . University of Freiburg, (2003)Inductive Logic Programming: Theory and Methods, и . Journal of Logic Programming, (1994)Logical and Relational Learning: From ILP to MRDM (Cognitive Technologies). Springer-Verlag New York, Inc., (2008)