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Trabalho de evento-anais periodico
Investigating universal adversarial attacks against transformers-based automatic essay scoring systems (2025)
Silveira, Igor Cataneo ; Barbosa, André ; Costa, Daniel Silva Lopes da; Mauá, Denis Deratani
Fonte: Intelligent Systems. BRACIS 2024. Lecture Notes in Computer Science, vol 15413. Nome do evento: Brazilian Conference - BRACIS 2024. Unidade: IME
Assuntos: PROCESSAMENTO DE LINGUAGEM NATURAL, REDAÇÃO
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ABNT
SILVEIRA, Igor Cataneo et al. Investigating universal adversarial attacks against transformers-based automatic essay scoring systems. Intelligent Systems. BRACIS 2024. Lecture Notes in Computer Science, vol 15413. Cham: Springer Nature. Disponível em: https://doi.org/10.1007/978-3-031-79032-4_12. Acesso em: 08 out. 2025. , 2025
APA
Silveira, I. C., Barbosa, A., Costa, D. S. L. da, & Mauá, D. D. (2025). Investigating universal adversarial attacks against transformers-based automatic essay scoring systems. Intelligent Systems. BRACIS 2024. Lecture Notes in Computer Science, vol 15413. Cham: Springer Nature. doi:10.1007/978-3-031-79032-4_12
NLM
Silveira IC, Barbosa A, Costa DSL da, Mauá DD. Investigating universal adversarial attacks against transformers-based automatic essay scoring systems [Internet]. Intelligent Systems. BRACIS 2024. Lecture Notes in Computer Science, vol 15413. 2025 ;169-183.[citado 2025 out. 08 ] Available from: https://doi.org/10.1007/978-3-031-79032-4_12
Vancouver
Silveira IC, Barbosa A, Costa DSL da, Mauá DD. Investigating universal adversarial attacks against transformers-based automatic essay scoring systems [Internet]. Intelligent Systems. BRACIS 2024. Lecture Notes in Computer Science, vol 15413. 2025 ;169-183.[citado 2025 out. 08 ] Available from: https://doi.org/10.1007/978-3-031-79032-4_12
Trabalho de evento-anais periodico
Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks (2025)
Cozman, Fabio Gagliardi ; Marinescu, Radu; Lee, Junkyu; Gray, Alexander; Mauá, Denis Deratani
Fonte: Proceedings of Machine Learning Research PMLR. Nome do evento: International Symposium on Imprecise Probabilities: Theories and Applications - ISIPTA 2025. Unidades: EP, IME
Assuntos: MODELOS PARA PROCESSOS ESTOCÁSTICOS, PROCESSOS DE MARKOV
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COZMAN, Fabio Gagliardi et al. Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks. Proceedings of Machine Learning Research PMLR. Cambridge: MLResearch Press. Disponível em: https://proceedings.mlr.press/v290/cozman25a.html. Acesso em: 08 out. 2025. , 2025
APA
Cozman, F. G., Marinescu, R., Lee, J., Gray, A., & Mauá, D. D. (2025). Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks. Proceedings of Machine Learning Research PMLR. Cambridge: MLResearch Press. Recuperado de https://proceedings.mlr.press/v290/cozman25a.html
NLM
Cozman FG, Marinescu R, Lee J, Gray A, Mauá DD. Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks [Internet]. Proceedings of Machine Learning Research PMLR. 2025 ; 290 93-102.[citado 2025 out. 08 ] Available from: https://proceedings.mlr.press/v290/cozman25a.html
Vancouver
Cozman FG, Marinescu R, Lee J, Gray A, Mauá DD. Dealing with cycles in graph-based probabilistic models: the case of Logical Credal Networks [Internet]. Proceedings of Machine Learning Research PMLR. 2025 ; 290 93-102.[citado 2025 out. 08 ] Available from: https://proceedings.mlr.press/v290/cozman25a.html
Trabalho de evento
A big challenge: tools to guarantee robust and controlled behavior of large language models (2024)
Cozman, Fabio Gagliardi ; Peres, Sarajane Marques ; Finger, Marcelo ; Wassermann, Renata ; Costa, Anna; Gomi, Edson Satoshi ; Correia, Artur Jordão Lima ; Brandão, Anarosa Alves Franco ; Delgado, Karina Valdivia ; Mauá, Denis Deratani ; Pardo, Thiago Alexandre Salgueiro ; Nunes, Fátima de Lourdes dos Santos
Fonte: Anais. Nome do evento: Seminário de Grandes Desafios da Computação. Unidades: EP, EACH, IME, ICMC
Assuntos: LINGUAGEM, INTELIGÊNCIA ARTIFICIAL, CONVERSAÇÃO, PROCESSAMENTO DE LINGUAGEM NATURAL
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COZMAN, Fabio Gagliardi et al. A big challenge: tools to guarantee robust and controlled behavior of large language models. 2024, Anais.. Porto Alegre: SBC, 2024. p. 1-5. Disponível em: https://sites.usp.br/keml/wp-content/uploads/sites/1460/2025/06/sbc_challenge_2025.pdf. Acesso em: 08 out. 2025.
APA
Cozman, F. G., Peres, S. M., Finger, M., Wassermann, R., Costa, A., Gomi, E. S., et al. (2024). A big challenge: tools to guarantee robust and controlled behavior of large language models. In Anais (p. 1-5). Porto Alegre: SBC. Recuperado de https://sites.usp.br/keml/wp-content/uploads/sites/1460/2025/06/sbc_challenge_2025.pdf
NLM
Cozman FG, Peres SM, Finger M, Wassermann R, Costa A, Gomi ES, Correia AJL, Brandão AAF, Delgado KV, Mauá DD, Pardo TAS, Nunes F de L dos S. A big challenge: tools to guarantee robust and controlled behavior of large language models [Internet]. Anais. 2024 ; 1-5.[citado 2025 out. 08 ] Available from: https://sites.usp.br/keml/wp-content/uploads/sites/1460/2025/06/sbc_challenge_2025.pdf
Vancouver
Cozman FG, Peres SM, Finger M, Wassermann R, Costa A, Gomi ES, Correia AJL, Brandão AAF, Delgado KV, Mauá DD, Pardo TAS, Nunes F de L dos S. A big challenge: tools to guarantee robust and controlled behavior of large language models [Internet]. Anais. 2024 ; 1-5.[citado 2025 out. 08 ] Available from: https://sites.usp.br/keml/wp-content/uploads/sites/1460/2025/06/sbc_challenge_2025.pdf
Trabalho de evento
dPASP: a probabilistic logic programming environment for neurosymbolic learning and reasoning (2024)
Geh, Renato Lui ; Gonçalves, Jonas; Silveira, Igor Cataneo ; Mauá, Denis Deratani ; Cozman, Fabio Gagliardi
Fonte: Proceedings. Nome do evento: International Conference on Principles of Knowledge Representation and Reasoning – KR. Unidades: IME, EP
Assuntos: INTELIGÊNCIA ARTIFICIAL, PROGRAMAÇÃO LÓGICA, SEMÂNTICA, APRENDIZADO COMPUTACIONAL, COMPUTAÇÃO EVOLUTIVA, REDES NEURAIS
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GEH, Renato Lui et al. dPASP: a probabilistic logic programming environment for neurosymbolic learning and reasoning. 2024, Anais.. California: IJCAI Organization, 2024. Disponível em: https://doi.org/10.24963/kr.2024/69. Acesso em: 08 out. 2025.
APA
Geh, R. L., Gonçalves, J., Silveira, I. C., Mauá, D. D., & Cozman, F. G. (2024). dPASP: a probabilistic logic programming environment for neurosymbolic learning and reasoning. In Proceedings. California: IJCAI Organization. doi:10.24963/kr.2024/69
NLM
Geh RL, Gonçalves J, Silveira IC, Mauá DD, Cozman FG. dPASP: a probabilistic logic programming environment for neurosymbolic learning and reasoning [Internet]. Proceedings. 2024 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.24963/kr.2024/69
Vancouver
Geh RL, Gonçalves J, Silveira IC, Mauá DD, Cozman FG. dPASP: a probabilistic logic programming environment for neurosymbolic learning and reasoning [Internet]. Proceedings. 2024 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.24963/kr.2024/69
Trabalho de evento
A compositional atlas for algebraic circuits (2024)
Wang, Bin ; Mauá, Denis Deratani ; Van den Broeck, Guy; Choi, YooJung
Fonte: Proceedings. Nome do evento: Conference on Neural Information Processing Systems - NeurIPS. Unidade: IME
Assuntos: INTELIGÊNCIA ARTIFICIAL, MODELOS PARA PROCESSOS ESTOCÁSTICOS
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ABNT
WANG, Bin et al. A compositional atlas for algebraic circuits. 2024, Anais.. San Diego: NeurIPS, 2024. Disponível em: https://proceedings.neurips.cc/paper_files/paper/2024/file/ff9c70659c39cdd801dd5f5a1201c29e-Paper-Conference.pdf. Acesso em: 08 out. 2025.
APA
Wang, B., Mauá, D. D., Van den Broeck, G., & Choi, Y. J. (2024). A compositional atlas for algebraic circuits. In Proceedings. San Diego: NeurIPS. Recuperado de https://proceedings.neurips.cc/paper_files/paper/2024/file/ff9c70659c39cdd801dd5f5a1201c29e-Paper-Conference.pdf
NLM
Wang B, Mauá DD, Van den Broeck G, Choi YJ. A compositional atlas for algebraic circuits [Internet]. Proceedings. 2024 ;[citado 2025 out. 08 ] Available from: https://proceedings.neurips.cc/paper_files/paper/2024/file/ff9c70659c39cdd801dd5f5a1201c29e-Paper-Conference.pdf
Vancouver
Wang B, Mauá DD, Van den Broeck G, Choi YJ. A compositional atlas for algebraic circuits [Internet]. Proceedings. 2024 ;[citado 2025 out. 08 ] Available from: https://proceedings.neurips.cc/paper_files/paper/2024/file/ff9c70659c39cdd801dd5f5a1201c29e-Paper-Conference.pdf
Trabalho de evento
A new benchmark for automatic essay scoring in portuguese (2024)
Silveira, Igor Cataneo ; Barbosa, André; Mauá, Denis Deratani
Fonte: Proceedings. Nome do evento: International Conference on Computational Processing of Portuguese - PROPOR. Unidade: IME
Assuntos: PROCESSAMENTO DE LINGUAGEM NATURAL, PORTUGUÊS DO BRASIL
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ABNT
SILVEIRA, Igor Cataneo e BARBOSA, André e MAUÁ, Denis Deratani. A new benchmark for automatic essay scoring in portuguese. 2024, Anais.. Stroudsburg: ACL, 2024. Disponível em: https://aclanthology.org/2024.propor-1.23. Acesso em: 08 out. 2025.
APA
Silveira, I. C., Barbosa, A., & Mauá, D. D. (2024). A new benchmark for automatic essay scoring in portuguese. In Proceedings. Stroudsburg: ACL. Recuperado de https://aclanthology.org/2024.propor-1.23
NLM
Silveira IC, Barbosa A, Mauá DD. A new benchmark for automatic essay scoring in portuguese [Internet]. Proceedings. 2024 ;[citado 2025 out. 08 ] Available from: https://aclanthology.org/2024.propor-1.23
Vancouver
Silveira IC, Barbosa A, Mauá DD. A new benchmark for automatic essay scoring in portuguese [Internet]. Proceedings. 2024 ;[citado 2025 out. 08 ] Available from: https://aclanthology.org/2024.propor-1.23
Trabalho de evento-anais periodico
Specifying credal sets with probabilistic answer set programming (2023)
Mauá, Denis Deratani ; Cozman, Fabio Gagliardi
Fonte: Proceedings of Machine Learning Research. Nome do evento: International Symposium on Imprecise Probability: Theories and Applications - ISIPTA. Unidades: IME, EP
Assunto: PROGRAMAÇÃO LÓGICA
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ABNT
MAUÁ, Denis Deratani e COZMAN, Fabio Gagliardi. Specifying credal sets with probabilistic answer set programming. Proceedings of Machine Learning Research. Brookline: Instituto de Matemática e Estatística, Universidade de São Paulo. Disponível em: https://proceedings.mlr.press/v215/maua23a/maua23a.pdf. Acesso em: 08 out. 2025. , 2023
APA
Mauá, D. D., & Cozman, F. G. (2023). Specifying credal sets with probabilistic answer set programming. Proceedings of Machine Learning Research. Brookline: Instituto de Matemática e Estatística, Universidade de São Paulo. Recuperado de https://proceedings.mlr.press/v215/maua23a/maua23a.pdf
NLM
Mauá DD, Cozman FG. Specifying credal sets with probabilistic answer set programming [Internet]. Proceedings of Machine Learning Research. 2023 ; 215 321-332.[citado 2025 out. 08 ] Available from: https://proceedings.mlr.press/v215/maua23a/maua23a.pdf
Vancouver
Mauá DD, Cozman FG. Specifying credal sets with probabilistic answer set programming [Internet]. Proceedings of Machine Learning Research. 2023 ; 215 321-332.[citado 2025 out. 08 ] Available from: https://proceedings.mlr.press/v215/maua23a/maua23a.pdf
Trabalho de evento
On modal clustering with Gaussian Sum-Product Networks (2023)
Madeira, Tiago; Mauá, Denis Deratani
Fonte: Proceedings. Nome do evento: Conference on Uncertainty in Artificial Intelligence. Unidade: IME
Assuntos: MODELOS PARA PROCESSOS ESTOCÁSTICOS, APRENDIZADO COMPUTACIONAL, RACIOCÍNIO PROBABILÍSTICO
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ABNT
MADEIRA, Tiago e MAUÁ, Denis Deratani. On modal clustering with Gaussian Sum-Product Networks. 2023, Anais.. Corvallis: AUAI Press, 2023. Disponível em: https://openreview.net/pdf?id=dtzAUOmHqa. Acesso em: 08 out. 2025.
APA
Madeira, T., & Mauá, D. D. (2023). On modal clustering with Gaussian Sum-Product Networks. In Proceedings. Corvallis: AUAI Press. Recuperado de https://openreview.net/pdf?id=dtzAUOmHqa
NLM
Madeira T, Mauá DD. On modal clustering with Gaussian Sum-Product Networks [Internet]. Proceedings. 2023 ;[citado 2025 out. 08 ] Available from: https://openreview.net/pdf?id=dtzAUOmHqa
Vancouver
Madeira T, Mauá DD. On modal clustering with Gaussian Sum-Product Networks [Internet]. Proceedings. 2023 ;[citado 2025 out. 08 ] Available from: https://openreview.net/pdf?id=dtzAUOmHqa
Trabalho de evento
Assessing good, bad and ugly arguments generated by ChatGPT: a new dataset, its methodology and associated tasks (2023)
Rocha, Victor Hugo Nascimento ; Silveira, Igor Cataneo ; Pirozelli, Paulo ; Mauá, Denis Deratani ; Cozman, Fabio Gagliardi
Unidades: IME, EP, IEA
Assuntos: INTELIGÊNCIA ARTIFICIAL, PROCESSAMENTO DE LINGUAGEM NATURAL, ARGUMENTAÇÃO
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ABNT
ROCHA, Victor Hugo Nascimento et al. Assessing good, bad and ugly arguments generated by ChatGPT: a new dataset, its methodology and associated tasks. 2023, Anais.. Cham: Springer, 2023. Disponível em: https://doi.org/10.1007/978-3-031-49008-8_34. Acesso em: 08 out. 2025.
APA
Rocha, V. H. N., Silveira, I. C., Pirozelli, P., Mauá, D. D., & Cozman, F. G. (2023). Assessing good, bad and ugly arguments generated by ChatGPT: a new dataset, its methodology and associated tasks. In . Cham: Springer. doi:10.1007/978-3-031-49008-8_34
NLM
Rocha VHN, Silveira IC, Pirozelli P, Mauá DD, Cozman FG. Assessing good, bad and ugly arguments generated by ChatGPT: a new dataset, its methodology and associated tasks [Internet]. 2023 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.1007/978-3-031-49008-8_34
Vancouver
Rocha VHN, Silveira IC, Pirozelli P, Mauá DD, Cozman FG. Assessing good, bad and ugly arguments generated by ChatGPT: a new dataset, its methodology and associated tasks [Internet]. 2023 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.1007/978-3-031-49008-8_34
Artigo de periodico
Distinct Outcomes in COVID-19 Patients with Positive or Negative RT-PCR Test (2022)
Menezes, Maria Clara Saad ; Pestana, Diego Vinicius Santinelli ; Ferreira, Juliana Carvalho ; Carvalho, Carlos Roberto Ribeiro De ; Felix, Marcelo Consorti; Marcílio, Izabel ; Silva, Katia Regina da ; Junior, Vilson Cobello; Marchini, Julio Flavio ; Alencar, Julio Cesar Garcia de ; Gomez, Luz Marina ; Mauá, Denis Deratani ; Souza, Heraldo Possolo de ; Emergency USP COVID-19 Group; HCFMUSP COVID-19 Study Group
Fonte: Viruses. Unidades: FM, EE, IME, FD, ICMC
Assuntos: COVID-19, REAÇÃO EM CADEIA POR POLIMERASE, REDES COMPLEXAS, PROCESSOS ESTOCÁSTICOS
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MENEZES, Maria Clara Saad et al. Distinct Outcomes in COVID-19 Patients with Positive or Negative RT-PCR Test. Viruses, v. 14, n. artigo 175, p. 1-14, 2022Tradução . . Disponível em: https://doi.org/10.3390/v14020175. Acesso em: 08 out. 2025.
APA
Menezes, M. C. S., Pestana, D. V. S., Ferreira, J. C., Carvalho, C. R. R. D., Felix, M. C., Marcílio, I., et al. (2022). Distinct Outcomes in COVID-19 Patients with Positive or Negative RT-PCR Test. Viruses, 14( artigo 175), 1-14. doi:10.3390/v14020175
NLM
Menezes MCS, Pestana DVS, Ferreira JC, Carvalho CRRD, Felix MC, Marcílio I, Silva KR da, Junior VC, Marchini JF, Alencar JCG de, Gomez LM, Mauá DD, Souza HP de, Emergency USP COVID-19 Group, HCFMUSP COVID-19 Study Group. Distinct Outcomes in COVID-19 Patients with Positive or Negative RT-PCR Test [Internet]. Viruses. 2022 ; 14( artigo 175): 1-14.[citado 2025 out. 08 ] Available from: https://doi.org/10.3390/v14020175
Vancouver
Menezes MCS, Pestana DVS, Ferreira JC, Carvalho CRRD, Felix MC, Marcílio I, Silva KR da, Junior VC, Marchini JF, Alencar JCG de, Gomez LM, Mauá DD, Souza HP de, Emergency USP COVID-19 Group, HCFMUSP COVID-19 Study Group. Distinct Outcomes in COVID-19 Patients with Positive or Negative RT-PCR Test [Internet]. Viruses. 2022 ; 14( artigo 175): 1-14.[citado 2025 out. 08 ] Available from: https://doi.org/10.3390/v14020175
Trabalho de evento
The BLue Amazon Brain (BLAB): a modular architecture of services about the Brazilian maritime territory (2022)
Pirozelli, Paulo ; Castro, Ais Beltrão Rodrigues ; Oliveira, Ana Luiza Cavallari de; Oliveira, André Seidel ; Cação, Flávio Nakasato ; Silveira, Igor Cataneo ; Campos, João Gabriel Moura ; Motheo, Laura Criado; Figueiredo, Leticia Freitas; Pellicer, Lucas Francisco Amaral Orosco ; José, Marcelo Archanjo ; José, Marcos Menon; Ligabue, Pedro de Moraes ; Grava, Ricardo Saraiva ; Tavares, Rodrigo Madruga; Matos, Vinícius Bitencourt ; Sym, Yan Vianna ; Reali Costa, Anna Helena ; Brandão, Anarosa Alves Franco ; Mauá, Denis Deratani ; Cozman, Fabio Gagliardi ; Peres, Sarajane Marques
Fonte: Proceedings. Nome do evento: Workshop AI: Modeling Oceans and Climate Change -AIMOCC. Unidades: IME, EP, EACH, PRÓ-G, IO, IEA
Assuntos: INTELIGÊNCIA ARTIFICIAL, PROCESSAMENTO DE LINGUAGEM NATURAL, NAVEGAÇÃO MARÍTIMA
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ABNT
PIROZELLI, Paulo et al. The BLue Amazon Brain (BLAB): a modular architecture of services about the Brazilian maritime territory. 2022, Anais.. Santiago: Instituto de Matemática e Estatística, Universidade de São Paulo, 2022. Disponível em: https://oceania.inria.cl/assets/pdfs/aimocc22/paper-05.pdf. Acesso em: 08 out. 2025.
APA
Pirozelli, P., Castro, A. B. R., Oliveira, A. L. C. de, Oliveira, A. S., Cação, F. N., Silveira, I. C., et al. (2022). The BLue Amazon Brain (BLAB): a modular architecture of services about the Brazilian maritime territory. In Proceedings. Santiago: Instituto de Matemática e Estatística, Universidade de São Paulo. Recuperado de https://oceania.inria.cl/assets/pdfs/aimocc22/paper-05.pdf
NLM
Pirozelli P, Castro ABR, Oliveira ALC de, Oliveira AS, Cação FN, Silveira IC, Campos JGM, Motheo LC, Figueiredo LF, Pellicer LFAO, José MA, José MM, Ligabue P de M, Grava RS, Tavares RM, Matos VB, Sym YV, Reali Costa AH, Brandão AAF, Mauá DD, Cozman FG, Peres SM. The BLue Amazon Brain (BLAB): a modular architecture of services about the Brazilian maritime territory [Internet]. Proceedings. 2022 ;[citado 2025 out. 08 ] Available from: https://oceania.inria.cl/assets/pdfs/aimocc22/paper-05.pdf
Vancouver
Pirozelli P, Castro ABR, Oliveira ALC de, Oliveira AS, Cação FN, Silveira IC, Campos JGM, Motheo LC, Figueiredo LF, Pellicer LFAO, José MA, José MM, Ligabue P de M, Grava RS, Tavares RM, Matos VB, Sym YV, Reali Costa AH, Brandão AAF, Mauá DD, Cozman FG, Peres SM. The BLue Amazon Brain (BLAB): a modular architecture of services about the Brazilian maritime territory [Internet]. Proceedings. 2022 ;[citado 2025 out. 08 ] Available from: https://oceania.inria.cl/assets/pdfs/aimocc22/paper-05.pdf
Trabalho de evento
Integrating question answering and text-to-SQL in portuguese (2022)
José, Marcos Menon; José, Marcelo Archanjo ; Mauá, Denis Deratani ; Cozman, Fabio Gagliardi
Fonte: Proceedings. Nome do evento: International Conference on Computational Processing of the Portuguese Language - PROPOR. Unidades: IME, EP
Assuntos: PROCESSAMENTO DE LINGUAGEM NATURAL, APRENDIZADO COMPUTACIONAL
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ABNT
JOSÉ, Marcos Menon et al. Integrating question answering and text-to-SQL in portuguese. 2022, Anais.. Cham: Springer, 2022. Disponível em: https://doi.org/10.1007/978-3-030-98305-5_26. Acesso em: 08 out. 2025.
APA
José, M. M., José, M. A., Mauá, D. D., & Cozman, F. G. (2022). Integrating question answering and text-to-SQL in portuguese. In Proceedings. Cham: Springer. doi:10.1007/978-3-030-98305-5_26
NLM
José MM, José MA, Mauá DD, Cozman FG. Integrating question answering and text-to-SQL in portuguese [Internet]. Proceedings. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.1007/978-3-030-98305-5_26
Vancouver
José MM, José MA, Mauá DD, Cozman FG. Integrating question answering and text-to-SQL in portuguese [Internet]. Proceedings. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.1007/978-3-030-98305-5_26
Trabalho de evento
Tractable classification with non-ignorable missing data using generative random forests (2022)
Villanueva Llerena, Julissa Giuliana ; Mauá, Denis Deratani
Fonte: Anais. Nome do evento: Symposium on Knowledge Discovery, Mining and Learning - KDMiLe. Unidade: IME
Assuntos: MODELOS PARA PROCESSOS ESTOCÁSTICOS, APRENDIZADO COMPUTACIONAL
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ABNT
VILLANUEVA LLERENA, Julissa Giuliana e MAUÁ, Denis Deratani. Tractable classification with non-ignorable missing data using generative random forests. 2022, Anais.. Porto Alegre: SBC, 2022. Disponível em: https://doi.org/10.5753/kdmile.2022.227969. Acesso em: 08 out. 2025.
APA
Villanueva Llerena, J. G., & Mauá, D. D. (2022). Tractable classification with non-ignorable missing data using generative random forests. In Anais. Porto Alegre: SBC. doi:10.5753/kdmile.2022.227969
NLM
Villanueva Llerena JG, Mauá DD. Tractable classification with non-ignorable missing data using generative random forests [Internet]. Anais. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.5753/kdmile.2022.227969
Vancouver
Villanueva Llerena JG, Mauá DD. Tractable classification with non-ignorable missing data using generative random forests [Internet]. Anais. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.5753/kdmile.2022.227969
Trabalho de evento
Differentiable planning with indefinite horizon (2022)
Dias, Daniel Baptista; Barros, Leliane Nunes de ; Delgado, Karina Valdivia ; Mauá, Denis Deratani
Fonte: Anais. Nome do evento: Symposium on Knowledge Discovery, Mining and Learning - KDMiLe. Unidades: IME, EACH
Assuntos: APRENDIZADO COMPUTACIONAL, PROCESSOS DE MARKOV, METODOLOGIA E TÉCNICAS DE COMPUTAÇÃO
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ABNT
DIAS, Daniel Baptista et al. Differentiable planning with indefinite horizon. 2022, Anais.. Porto Alegre: SBC, 2022. Disponível em: https://doi.org/10.5753/kdmile.2022.227974. Acesso em: 08 out. 2025.
APA
Dias, D. B., Barros, L. N. de, Delgado, K. V., & Mauá, D. D. (2022). Differentiable planning with indefinite horizon. In Anais. Porto Alegre: SBC. doi:10.5753/kdmile.2022.227974
NLM
Dias DB, Barros LN de, Delgado KV, Mauá DD. Differentiable planning with indefinite horizon [Internet]. Anais. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.5753/kdmile.2022.227974
Vancouver
Dias DB, Barros LN de, Delgado KV, Mauá DD. Differentiable planning with indefinite horizon [Internet]. Anais. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.5753/kdmile.2022.227974
Artigo de periodico
Timing to intubation COVID-19 patients: can we put it off until tomorrow? (2022)
Alencar, Julio Cesar Garcia de ; Sternlicht, Juliana Martes; Veiga, Alicia Dudy Muller; Marchini, Julio Flávio Meirelles ; Ferreira, Juliana Carvalho ; Carvalho, Carlos Roberto Ribeiro De ; Marcílio, Izabel ; Silva, Katia Regina da ; Cobello Junior, Vilson ; Felix, Marcelo Consorti; Gomez, Luz Marina ; Souza, Heraldo Possolo de ; Mauá, Denis Deratani
Fonte: Healthcare. Unidades: FM, EE, IME
Assuntos: ANÓXIA, COVID-19, ANÁLISE DE SOBREVIVÊNCIA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
ALENCAR, Julio Cesar Garcia de et al. Timing to intubation COVID-19 patients: can we put it off until tomorrow?. Healthcare, v. 10, n. 2, 2022Tradução . . Disponível em: https://doi.org/10.3390/healthcare10020206. Acesso em: 08 out. 2025.
APA
Alencar, J. C. G. de, Sternlicht, J. M., Veiga, A. D. M., Marchini, J. F. M., Ferreira, J. C., Carvalho, C. R. R. D., et al. (2022). Timing to intubation COVID-19 patients: can we put it off until tomorrow? Healthcare, 10( 2). doi:10.3390/healthcare10020206
NLM
Alencar JCG de, Sternlicht JM, Veiga ADM, Marchini JFM, Ferreira JC, Carvalho CRRD, Marcílio I, Silva KR da, Cobello Junior V, Felix MC, Gomez LM, Souza HP de, Mauá DD. Timing to intubation COVID-19 patients: can we put it off until tomorrow? [Internet]. Healthcare. 2022 ; 10( 2):[citado 2025 out. 08 ] Available from: https://doi.org/10.3390/healthcare10020206
Vancouver
Alencar JCG de, Sternlicht JM, Veiga ADM, Marchini JFM, Ferreira JC, Carvalho CRRD, Marcílio I, Silva KR da, Cobello Junior V, Felix MC, Gomez LM, Souza HP de, Mauá DD. Timing to intubation COVID-19 patients: can we put it off until tomorrow? [Internet]. Healthcare. 2022 ; 10( 2):[citado 2025 out. 08 ] Available from: https://doi.org/10.3390/healthcare10020206
Trabalho de evento
Tractable mode-finding in sum-product networks with Gaussian leaves (2022)
Madeira, Tiago; Mauá, Denis Deratani
Fonte: Proceedings. Nome do evento: Encontro Nacional de Inteligência Artificial e Computacional. Unidade: IME
Assuntos: MODELOS PARA PROCESSOS ESTOCÁSTICOS, APRENDIZADO COMPUTACIONAL, RACIOCÍNIO PROBABILÍSTICO
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
MADEIRA, Tiago e MAUÁ, Denis Deratani. Tractable mode-finding in sum-product networks with Gaussian leaves. 2022, Anais.. Porto Alegre: SBC, 2022. Disponível em: https://doi.org/10.5753/eniac.2022.227582. Acesso em: 08 out. 2025.
APA
Madeira, T., & Mauá, D. D. (2022). Tractable mode-finding in sum-product networks with Gaussian leaves. In Proceedings. Porto Alegre: SBC. doi:10.5753/eniac.2022.227582
NLM
Madeira T, Mauá DD. Tractable mode-finding in sum-product networks with Gaussian leaves [Internet]. Proceedings. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.5753/eniac.2022.227582
Vancouver
Madeira T, Mauá DD. Tractable mode-finding in sum-product networks with Gaussian leaves [Internet]. Proceedings. 2022 ;[citado 2025 out. 08 ] Available from: https://doi.org/10.5753/eniac.2022.227582
Artigo de periodico
Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget (2021)
Moreira, Daniel Augusto de Melo; Delgado, Karina Valdivia ; Barros, Leliane Nunes de ; Mauá, Denis Deratani
Fonte: International Journal of Approximate Reasoning. Unidades: EACH, IME
Assuntos: PESQUISA OPERACIONAL, PROGRAMAÇÃO MATEMÁTICA, PROCESSOS DE MARKOV, TEORIA DOS JOGOS, TEORIA DA DECISÃO
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
MOREIRA, Daniel Augusto de Melo et al. Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget. International Journal of Approximate Reasoning, v. 139, p. 143-165, 2021Tradução . . Disponível em: https://doi.org/10.1016/j.ijar.2021.09.003. Acesso em: 08 out. 2025.
APA
Moreira, D. A. de M., Delgado, K. V., Barros, L. N. de, & Mauá, D. D. (2021). Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget. International Journal of Approximate Reasoning, 139, 143-165. doi:10.1016/j.ijar.2021.09.003
NLM
Moreira DA de M, Delgado KV, Barros LN de, Mauá DD. Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget [Internet]. International Journal of Approximate Reasoning. 2021 ; 139 143-165.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.ijar.2021.09.003
Vancouver
Moreira DA de M, Delgado KV, Barros LN de, Mauá DD. Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget [Internet]. International Journal of Approximate Reasoning. 2021 ; 139 143-165.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.ijar.2021.09.003
Artigo de periodico
The effect of combination functions on the complexity of relational Bayesian networks (2017)
Mauá, Denis Deratani ; Cozman, Fabio Gagliardi
Fonte: International Journal of Approximate Reasoning. Unidades: IME, EP
Assuntos: CIÊNCIA DA COMPUTAÇÃO, TEORIA DA COMPUTAÇÃO, ANÁLISE DE ALGORITMOS, ESTATÍSTICA, ANÁLISE MULTIVARIADA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
MAUÁ, Denis Deratani e COZMAN, Fabio Gagliardi. The effect of combination functions on the complexity of relational Bayesian networks. International Journal of Approximate Reasoning, v. 85, p. 178-195, 2017Tradução . . Disponível em: https://doi.org/10.1016/j.ijar.2017.03.014. Acesso em: 08 out. 2025.
APA
Mauá, D. D., & Cozman, F. G. (2017). The effect of combination functions on the complexity of relational Bayesian networks. International Journal of Approximate Reasoning, 85, 178-195. doi:10.1016/j.ijar.2017.03.014
NLM
Mauá DD, Cozman FG. The effect of combination functions on the complexity of relational Bayesian networks [Internet]. International Journal of Approximate Reasoning. 2017 ; 85 178-195.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.ijar.2017.03.014
Vancouver
Mauá DD, Cozman FG. The effect of combination functions on the complexity of relational Bayesian networks [Internet]. International Journal of Approximate Reasoning. 2017 ; 85 178-195.[citado 2025 out. 08 ] Available from: https://doi.org/10.1016/j.ijar.2017.03.014
Trabalho de evento
Bayesian networks specified using propositional and relational constructs: combined, data, and domain complexity (2015)
Cozman, Fabio Gagliardi ; Mauá, Denis Deratani
Fonte: Proceedings. Nome do evento: AAAI Conference on Artificial Intelligence. Unidades: EP, IME
Assuntos: COMPUTABILIDADE E COMPLEXIDADE, INTELIGÊNCIA ARTIFICIAL, PROBABILIDADE APLICADA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
COZMAN, Fabio Gagliardi e MAUÁ, Denis Deratani. Bayesian networks specified using propositional and relational constructs: combined, data, and domain complexity. 2015, Anais.. Palo Alto: AAAI Press, 2015. Disponível em: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9312. Acesso em: 08 out. 2025.
APA
Cozman, F. G., & Mauá, D. D. (2015). Bayesian networks specified using propositional and relational constructs: combined, data, and domain complexity. In Proceedings. Palo Alto: AAAI Press. Recuperado de http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9312
NLM
Cozman FG, Mauá DD. Bayesian networks specified using propositional and relational constructs: combined, data, and domain complexity [Internet]. Proceedings. 2015 ;[citado 2025 out. 08 ] Available from: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9312
Vancouver
Cozman FG, Mauá DD. Bayesian networks specified using propositional and relational constructs: combined, data, and domain complexity [Internet]. Proceedings. 2015 ;[citado 2025 out. 08 ] Available from: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9312

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