Publications

Fabio Gagliardi Cozman, Denis Deratani Mauá (2017). The Descriptive Complexity of Bayesian Network Specifications. Proceedings of the 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty.
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Fabio Gagliardi Cozman, Denis Deratani Mauá (2017). The Complexity of Inferences and Explanations in Probabilistic Logic Programming. Proceedings of the 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty.
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Francisco H. O. v. De Faria, Arthur C. Gusmão, Fábio Gagliardi Cozman, Denis Deratani Mauá (2017). Speeding-up ProbLog's Parameter Learning. Proceedings of the Seventh International Workshop on Statistical Relational AI.
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Francisco H. O. v. De Faria, Arthur C. Gusmão, Glauber De Bona, Denis Deratani Mauá, Fabio Gagliardi Cozman (2017). Parameter Learning in ProbLog with Probabilistic Rules. Proceedings of the 5th Symposium on knowledge Discovery, Mining and Learning.
Julissa Villanueva Llerena, Denis Deratani Mauá (2017). On Using Sum-Product Networks For Multi-Label Classification. Proceedings of the 6th Brazilian Conference on Intelligent Systems.
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Fabio Gagliardi Cozman, Denis Deratani Mauá (2017). On the Semantics and Complexity of Probabilistic Logic Programs. Journal of Artificial Intelligence Research.
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Fabio Gagliardi Cozman, Denis Deratani Mauá (2017). On the complexity of propositional and relational credal networks. International Journal of Approximate Reasoning.
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Thiago Pereira Bueno, Denis Deratani Mauá, Leliane Nunes De Barros, Fabio Gagliardi Cozman (2017). Modeling Markov Decision Processes with Imprecise Probabilities Using Probabilistic Logic Programming. Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications.
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Denis Deratani Mauá, Fabio Gagliardi Cozman, Diarmaid Conaty, Cassio Polpo De Campos (2017). Credal Sum-Product Networks. Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications.
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Francisco Henrique Otte Vieira De Faria, Fabio Gagliardi Cozman, Denis Deratani Mauá (2017). Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization. Proceedings of the 11th International Conference on Scalable Uncertainty Management.
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