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Kinetic Models and Qualitative Abstraction for Relational Learning in Systems Biology.

, , , , , , and . BIOINFORMATICS, page 47-54. SciTePress, (2011)

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A Logic-based Approach to Generatively Defined Discriminative Modeling., , and . CoRR, (2014)Depth-First Traversal over a Mirrored Space for Non-redundant Discriminative Itemsets., and . DaWaK, volume 8057 of Lecture Notes in Computer Science, page 196-208. Springer, (2013)Variational Bayes Inference for Logic-Based Probabilistic Models on BDDs., , and . ILP, volume 7207 of Lecture Notes in Computer Science, page 189-203. Springer, (2011)New Advances in Logic-Based Probabilistic Modeling by PRISM., and . Probabilistic Inductive Logic Programming, volume 4911 of Lecture Notes in Computer Science, Springer, (2008)Variational Bayes via Propositionalization., , and . Probabilistic, Logical and Relational Learning - A Further Synthesis, volume 07161 of Dagstuhl Seminar Proceedings, Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany, (2007)Evaluating Abductive Hypotheses using an EM Algorithm on BDDs., , , , and . IJCAI, page 810-815. (2009)Variational Bayes via propositionalized probability computation in PRISM., , and . Ann. Math. Artif. Intell., 54 (1-3): 135-158 (2008)Parameter Learning of Logic Programs for Symbolic-Statistical Modeling, and . CoRR, (2011)An Exhaustive Covering Approach to Parameter-Free Mining of Non-redundant Discriminative Itemsets.. DaWaK, volume 9829 of Lecture Notes in Computer Science, page 143-159. Springer, (2016)Verbal Characterization of Probabilistic Clusters Using Minimal Discriminative Propositions., , , and . ICTAI, page 873-875. IEEE Computer Society, (2011)