| 2025 | IJCCI | Towards Interpretable Automated Question Answering Model Evaluation and Comparison. | Ricardo Saraiva Grava, Anarosa Alves Franco Brando, Sarajane Marques Peres, Fbio Gagliardi Cozman |
| 2024 | IJCNN | Legal Document-Based, Domain-Driven Q&A System: LLMs in Perspective. | Felipe Oliveira do Esprito Santo, Sarajane Marques Peres, Givanildo de Sousa Gramacho, Anarosa Alves Franco Brando, Fbio Gagliardi Cozman |
| 2023 | EPIA | Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. | Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mau, Fbio Gagliardi Cozman |
| 2022 | KR | A Credal Least Undefined Stable Semantics for Probabilistic Logic Programs and Probabilistic Argumentation. | Victor Hugo Nascimento Rocha, Fbio Gagliardi Cozman |
| 2021 | CIKM | Pir: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean. | Andr F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane M. Peres, Marcos M. Jos, Flvio Nakasato Cao, Andr Seidel Oliveira, Anarosa A. F. Brando, Anna H. R. Costa, Fbio Gagliardi Cozman |
| 2020 | INLG | DaMata: A Robot-Journalist Covering the Brazilian Amazon Deforestation. | Andr Luiz Rosa Teixeira, Joo Campos, Rossana Cunha, Thiago Castro Ferreira, Adriana S. Pagano, Fbio Gagliardi Cozman |
| 2019 | ECSQARU | Explaining Completions Produced by Embeddings of Knowledge Graphs. | Andrey Ruschel, Arthur Colombini Gusmo, Gustavo Padilha Polleti, Fbio Gagliardi Cozman |
| 2018 | IJCAI | The Finite Model Theory of Bayesian Networks: Descriptive Complexity. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2018 | IJCNN | A Fully Attention-Based Information Retriever. | Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fbio Gagliardi Cozman |
| 2017 | ECSQARU | The Descriptive Complexity of Bayesian Network Specifications. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2017 | ECSQARU | The Complexity of Inferences and Explanations in Probabilistic Logic Programming. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2016 | AAAI | Effect of Part-of-Speech and Lemmatization Filtering in Email Classification for Automatic Reply. | Rogerio Bonatti, Arthur G. de Paula, Victor S. Lamarca, Fbio Gagliardi Cozman |
| 2016 | ILP | The Structure and Complexity of Credal Semantics. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2015 | AAAI | Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. | Fbio Gagliardi Cozman, Denis Deratani Mau |
| 2015 | IJCAI | The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages. | Denis Deratani Mau, Cassio P. de Campos, Fbio Gagliardi Cozman |
| 2014 | SMC | Logic-probabilistic model for event recognition in a robotic search and rescue scenario. | Jos Angelo Gurzoni, Fbio Gagliardi Cozman, Murilo Fernandes Martins, Paulo E. Santos |
| 2013 | AAAI | Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks. | Cassio Polpo de Campos, Fbio Gagliardi Cozman |
| 2013 | ECSQARU | Probabilistic Satisfiability and Coherence Checking through Integer Programming. | Fbio Gagliardi Cozman, Lucas Fargoni di Ianni |
| 2013 | RoboCup | Reusing Risk-Aware Stochastic Abstract Policies in Robotic Navigation Learning. | Valdinei Freire da Silva, Marcelo Li Koga, Fbio Gagliardi Cozman, Anna Helena Reali Costa |
| 2010 | CADE | Probabilistic Logic Encoding of Spatial Domains. | Paulo Eduardo Santos, Fbio Gagliardi Cozman, Valquiria Fenelon, Britta Hummel |
| 2009 | UAI | Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic. | Fbio Gagliardi Cozman, Rodrigo Bellizia Polastro |
| 2007 | IJCAI | Planning under Risk and Knightian Uncertainty. | Felipe W. Trevizan, Fbio Gagliardi Cozman, Leliane Nunes de Barros |
| 2005 | IJCAI | The Inferential Complexity of Bayesian and Credal Networks. | Cassio Polpo de Campos, Fbio Gagliardi Cozman |
| 2005 | UAI | Belief Updating and Learning in Semi-Qualitative Probabilistic Networks. | Cassio Polpo de Campos, Fbio Gagliardi Cozman |
| 2004 | ECAI | Axiomatizing Noisy-OR. | Fbio Gagliardi Cozman |
| 2004 | ECAI | Generating Random Bayesian Networks with Constraints on Induced Width. | Jaime Shinsuke Ide, Fbio Gagliardi Cozman, Fabio Tozeto Ramos |
| 2004 | UAI | Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat. | Fbio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, Jos Carlos Ferreira da Rocha |
| 2003 | CVPR | Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data. | Ira Cohen, Nicu Sebe, Fbio Gagliardi Cozman, Marcelo Cesar Cirelo, Thomas S. Huang |
| 2003 | ICML | Semi-Supervised Learning of Mixture Models. | Fbio Gagliardi Cozman, Ira Cohen, Marcelo Cesar Cirelo |
| 2003 | UAI | Inference in Polytrees with Sets of Probabilities. | Jos Carlos Ferreira da Rocha, Fbio Gagliardi Cozman, Cassio Polpo de Campos |
| 2002 | FlAIRS | Algorithms for Conditioning on Events of Zero Lower Probability. | Fbio Gagliardi Cozman |
| 2002 | FlAIRS | Unlabeled Data Can Degrade Classification Performance of Generative Classifiers. | Fbio Gagliardi Cozman, Ira Cohen |
| 2002 | UAI | Inference with Seperately Specified Sets of Probabilities in Credal Networks. | Jos Carlos Ferreira da Rocha, Fbio Gagliardi Cozman |
| 2000 | UAI | Separation Properties of Sets of Probability Measures. | Fbio Gagliardi Cozman |
| 1999 | ECSQARU | Irrelevance and Independence Axioms in Quasi-Bayesian Theory. | Fbio Gagliardi Cozman |
| 1998 | IROS | Fast software image stabilization with color registration. | Carlos Guestrin, Fbio Gagliardi Cozman, Eric Krotkov |
| 1998 | KES | Industrial applications of image mosaicing and stabilization. | Carlos Guestrin, Fbio Gagliardi Cozman, Marcelo Godoy Simes |
| 1998 | UAI | Irrelevance and Independence Relations in quasi-Bayesian Networks. | Fbio Gagliardi Cozman |
| 1997 | CVPR | Depth from Scattering. | Fbio Gagliardi Cozman, Eric Krotkov |
| 1997 | ICRA | Automatic mountain detection and pose estimation for teleoperation of lunar rovers. | Fbio Gagliardi Cozman, Eric Krotkov |
| 1997 | UAI | Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions. | Fbio Gagliardi Cozman |
| 1996 | WACV | Position estimation from outdoor visual landmarks for teleoperation of lunar rovers. | Fbio Gagliardi Cozman, Eric Krotkov |
| 1996 | UAI | Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem. | Fbio Gagliardi Cozman, Eric Krotkov |
| 1995 | ICRA | Robot Localization Using a Computer Vision Sextant. | Fbio Gagliardi Cozman, Eric Krotkov |
| 1995 | IROS | Experience with rover navigation for lunar-like terrains. | Reid G. Simmons, Eric Krotkov, Lonnie Chrisman, Fbio Gagliardi Cozman, Richard Goodwin, Martial Hebert, Lalitesh Katragadda, Sven Koenig, Gita Krishnaswamy, Yoshikazu Shinoda, William Whittaker, Paul R. Klarer |