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Towards Combining Inductive Logic Programming with Bayesian Networks

, and . Proceedings of the 11th International Conference on Inductive Logic Programming (ILP-01), volume 2157 of LNAI, page 118--131. Strasbourg, France, Springer, (September 2001)

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Interpreting Baysian Logic Programs, , and . Working Notes of the AAAI-2000 Workshop on Learning Statistical Models from Relational Data (SRL-00), Austin, Texas, USA,, AAAI Press, (July 2000)Logical Markov Decision Programs and the Convergence of Logical TD$(łambda)$, and . Proceedings of the Fourteenth International Conference on Inductive Logic Programming (ILP-04, 3194, page 180--197. Porto, Portugal, Springer, (September 2004)A Structural GEM for Learning Logical Hidden Markov Models, , and . Working Notes of the Second KDD-Workshop on Multi-Relational Data Mining (MRDM-03), Washington, DC, USA, (August 2003)Multiple Predicate Learning, , and . Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence (IJCAI-93), page 1037--1043. Chambery, France, Morgan Kaufmann, (August 1993)Top-down Induction of First-order Logical Decision Trees, and . Artificial Intelligence, 101 (1--2): 285--297 (1998)Bayesian Logic Programs, and . 151. Institute for Computer Science, University of Freiburg, Freiburg, Germany, (April 2001)Relational Reinforcement Learning, , and . Machine Learning, 43 (1/2): 7--52 (2001)Discussion Record: Session No. 23 - Switching Networks I, , , , , , , , , and . page 23/1-23/3. (1973)Logical and Relational Learning: From ILP to MRDM (Cognitive Technologies). Springer-Verlag New York, Inc., (2008)Bayesian Logic Programming: Theory and Tool, and . An Introduction to Statistical Relational Learning, MIT Press, (2007)