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Probabilistic Inductive Logic Programming

, and . Probabilistic Inductive Logic Programming: Theory and Applications, volume 4911 of LNAI, Springer, (2008)

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