Publications

Igor Cataneo Silveira, André Barbosa, Denis D. Mauá (2024). A New Benchmark for Automatic Essay Scoring in Portuguese. Proceedings of the 16th International Conference on Computational Processing of Portuguese (PROPOR 2024).
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Denis D. Mauá, Fabio Gagliardi Cozman (2023). Specifying credal sets with probabilistic answer set programming. Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications.
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Tiago Madeira, Denis Mauá (2023). On Modal Clustering with Gaussian Sum-Product Networks. The 6th Workshop on Tractable Probabilistic Modeling.
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Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis D. Mauá, Fabio Gagliardi Cozman (2023). Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. Progress in Artificial Intelligence.
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Tiago Madeira, Denis Mauá (2022). Tractable Mode-Finding in Sum-Product Networks with Gaussian Leaves. Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional.
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Julissa Villanueva, Denis Mauá (2022). Tractable Classification with Non-Ignorable Missing Data Using Generative Random Forests. Anais do X Symposium on Knowledge Discovery, Mining and Learning.
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Júlio César Garcia De Alencar, Juliana Martes Sternlicht, Alicia Dudy Muller Veiga, Julio Flávio Meirelles Marchini, Juliana Carvalho Ferreira, Carlos Roberto Ribeiro De Carvalho, Izabel Marcilio, Katia Regina Da Silva, Vilson Cobello Junior, Marcelo Consorti Felix, Luz Marina Gomez Gomez, Heraldo Possolo De Souza, Denis Deratani Mauá, Emergency USP COVID Group, HCFMUSP COVID-19 Study Group (2022). Timing to Intubation COVID-19 Patients: Can We Put It Off until Tomorrow?. Healthcare.
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Luis Moneda, Denis Mauá (2022). Time Robust Trees: Using Temporal Invariance to Improve Generalization. Intelligent Systems.
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Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman (2022). Integrating Question Answering and Text-to-SQL in Portuguese. Computational Processing of the Portuguese Language.
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Ângelo Gregório Lovatto, Leliane Nunes De Barros, Denis D. Mauá (2022). Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study. Intelligent Systems.
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