Fábio Gagliardi Cozman

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 91

Top Venues

CoRR

Int. J. Approx. Reason.

ISIPTA

BRACIS (2)

Publications

Marcos Menon José, Flávio Nakasato Cação, Maria F. Ribeiro, Rafael M. Cheang, Paulo Pirozelli, Fábio Gagliardi Cozman
Question Answering with Texts and Tables through Deep Reinforcement Learning. CoRR (2024)
Paulo Pirozelli, Marcos Menon José, Igor Cataneo Silveira, Flávio Nakasato Cação, Sarajane M. Peres, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change. Data Intell. 6 (1) (2024)
Andrey Ruschel, Arthur Colombini Gusmão, Fábio Gagliardi Cozman
Explaining answers generated by knowledge graph embeddings. Int. J. Approx. Reason. 171 (2024)
Pedro de M. Ligabue, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman, Paulo Pirozelli
Applying a Context-based Method to Build a Knowledge Graph for the Blue Amazon. Data Intell. 6 (1) (2024)
Marcel R. de Barros, Andressa Pinto, Andres Monroy, Felipe M. Moreno, Jefferson F. Coelho, Aldomar Pietro Silva, Caio Fabricio Deberaldini Netto, José Roberto Leite, Marlon S. Mathias, Eduardo Aoun Tannuri, Artur Jordão, Edson S. Gomi, Fábio Gagliardi Cozman, Marcelo Dottori, Anna Helena Reali Costa
Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing. AAAI (2024)
Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mauá, Fábio Gagliardi Cozman
Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. CoRR (2024)
Fábio Gagliardi Cozman, Radu Marinescu, Junkyu Lee, Alexander G. Gray, Ryan Riegel, Debarun Bhattacharjya
Markov conditions and factorization in logical credal networks. Int. J. Approx. Reason. 172 (2024)
Fábio Gagliardi Cozman
Markov Conditions and Factorization in Logical Credal Networks. CoRR (2023)
Paulo Pirozelli, Marcos Menon José, Igor Cataneo Silveira, Flávio Nakasato Cação, Sarajane M. Peres, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change. CoRR (2023)
Hugo Neri, Fábio Gagliardi Cozman
Who Killed the Winograd Schema Challenge? BRACIS (3) (2023)
Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mauá, Fábio Gagliardi Cozman
Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. EPIA (1) (2023)
João Figueiredo Nobre Brito Cortese, Fábio Gagliardi Cozman, Marcos Paulo Lucca-Silveira, Adriano Figueiredo Bechara
Should explainability be a fifth ethical principle in AI ethics? AI Ethics 3 (1) (2023)
Denis Deratani Mauá, Fábio Gagliardi Cozman
Specifying credal sets with probabilistic answer set programming. ISIPTA (2023)
Fábio Gagliardi Cozman
Markov conditions and factorization in logical credal networks. ISIPTA (2023)
Paulo Pirozelli, Marcos Menon José, Paulo de Tarso P. Filho, Anarosa A. F. Brandão, Fábio Gagliardi Cozman
Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models. CoRR (2023)
Marlon Sproesser Mathias, Wesley Pereira de Almeida, Marcel Rodrigues de Barros, Jefferson Fialho Coelho, Lucas Palmiro de Freitas, Felipe Marino Moreno, Caio Fabricio Deberaldini Netto, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Marcelo Dottori
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. CoRR (2023)
Marcelo Archanjo José, Fábio Gagliardi Cozman
A Multilingual Translator to SQL with Database Schema Pruning to Improve Self-Attention. CoRR (2023)
Renato Lui Geh, Jonas Gonçalves, Igor Cataneo Silveira, Denis Deratani Mauá, Fábio Gagliardi Cozman
dPASP: A Comprehensive Differentiable Probabilistic Answer Set Programming Environment For Neurosymbolic Learning and Reasoning. CoRR (2023)
Marlon S. Mathias, Wesley P. de Almeida, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. BRACIS (2) (2022)
Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman
A Credal Least Undefined Stable Semantics for Probabilistic Logic Programs and Probabilistic Argumentation. KR (2022)
Pedro de M. Ligabue, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman, Paulo Pirozelli
BlabKG: a Knowledge Graph for the Blue Amazon. ICKG (2022)
Paulo Pirozelli, Anarosa A. F. Brandão, Sarajane M. Peres, Fábio Gagliardi Cozman
To Answer or Not to Answer? Filtering Questions for QA Systems. BRACIS (2) (2022)
Marlon S. Mathias, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio Gagliardi Cozman, Anna H. R. Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori
A Physics-Informed Neural Network to Model Port Channels. CoRR (2022)
Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman
Bipolar Argumentation Frameworks with Explicit Conclusions: Connecting Argumentation and Logic Programming. NMR (2022)
Yan V. Sym, João Gabriel M. Campos, Marcos Menon José, Fábio Gagliardi Cozman
Comparing Computational Architectures for Automated Journalism. CoRR (2022)
Paulo Pirozelli, Ais B. R. Castro, Ana Luiza C. de Oliveira, André Seidel Oliveira, Flávio Nakasato Cação, Igor Cataneo Silveira, João G. M. Campos, Laura C. Motheo, Leticia F. Figueiredo, Lucas Francisco Amaral Orosco Pellicer, Marcelo A. José, Marcos Menon José, Pedro de M. Ligabue, Ricardo S. Grava, Rodrigo M. Tavares, Vinícius B. Matos, Yan V. Sym, Anna H. R. Costa, Anarosa A. F. Brandão, Denis Deratani Mauá, Fábio Gagliardi Cozman, Sarajane M. Peres
The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory. CoRR (2022)
Yan V. Sym, João Gabriel M. Campos, Fábio Gagliardi Cozman
BLAB Reporter: Automated journalism covering the Blue Amazon. CoRR (2022)
Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Marlon S. Mathias, Marcelo Dottori, Fábio Gagliardi Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri
Modeling Oceanic Variables with Dynamic Graph Neural Networks. CoRR (2022)
André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane M. Peres, Marcos Menon José, Flávio Nakasato Cação, André Seidel Oliveira, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean. CoRR (2022)
Felipe M. Moreno, Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Marlon S. Mathias, Luiz A. Schiaveto Neto, Marcelo Dottori, Fábio Gagliardi Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri
Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests. CoRR (2022)
Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman
Integrating question answering and text-to-SQL in Portuguese. CoRR (2022)
Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman
Integrating Question Answering and Text-to-SQL in Portuguese. PROPOR (2022)
Sarah Pires Pérez, Fábio Gagliardi Cozman
How to Generate Synthetic Paintings to Improve Art Style Classification. BRACIS (2) (2021)
Gustavo A. Bisinotto, Lucas P. Cotrim, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri
Sea State Estimation with Neural Networks Based on the Motion of a Moored FPSO Subjected to Campos Basin Metocean Conditions. BRACIS (2) (2021)
Bernardo Gonçalves, Fábio Gagliardi Cozman
The Future of AI: Neat or Scruffy? BRACIS (2) (2021)
Marcelo Archanjo José, Fábio Gagliardi Cozman
mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. CoRR (2021)
André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane M. Peres, Marcos Menon José, Flávio Nakasato Cação, André Seidel Oliveira, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean. CIKM (2021)
Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman
DEEPAGÉ: Answering Questions in Portuguese About the Brazilian Environment. BRACIS (2) (2021)
Fábio Gagliardi Cozman, Hugo Neri Munhoz
Some thoughts on knowledge-enhanced machine learning. Int. J. Approx. Reason. 136 (2021)
Fábio Gagliardi Cozman
Graphoid properties of concepts of independence for sets of probabilities. Int. J. Approx. Reason. 131 (2021)
Marcelo Archanjo José, Fábio Gagliardi Cozman
mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. BRACIS (2) (2021)
Glauber De Bona, Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman
Epistemic Argumentation with Conditional Probabilities and Labeling Constraints. ISIPTA (2021)
Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman
DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment. CoRR (2021)
Lucas Nunes Sequeira, Bruno Moreschi, Fábio Gagliardi Cozman, Bernardo Fontes
An Empirical Accuracy Law for Sequential Machine Translation: the Case of Google Translate. CoRR (2020)
Denis Deratani Mauá, Fábio Gagliardi Cozman
Complexity results for probabilistic answer set programming. Int. J. Approx. Reason. 118 (2020)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The joy of Probabilistic Answer Set Programming: Semantics, complexity, expressivity, inference. Int. J. Approx. Reason. 125 (2020)
Gustavo Padilha Polleti, Douglas Luan de Souza, Fábio Gagliardi Cozman
Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems. CoRR (2020)
Denis Deratani Mauá, Fábio Gagliardi Cozman
Thirty years of credal networks: Specification, algorithms and complexity. Int. J. Approx. Reason. 126 (2020)
José Amendola, Lucas S. Miura, Anna Helena Reali Costa, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri
Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning. IEEE Access 8 (2020)
André Luiz Rosa Teixeira, João Campos, Rossana Cunha, Thiago Castro Ferreira, Adriana Pagano, Fábio Gagliardi Cozman
DaMata: A Robot-Journalist Covering the Brazilian Amazon Deforestation. INLG (2020)
Hugo Neri, Fábio Gagliardi Cozman
The role of experts in the public perception of risk of artificial intelligence. AI Soc. 35 (3) (2020)
Fábio Gagliardi Cozman
The Joy of Probabilistic Answer Set Programming. ISIPTA (2019)
Francisco H. O. V. de Faria, Arthur Colombini Gusmão, Glauber De Bona, Denis Deratani Mauá, Fábio Gagliardi Cozman
Speeding up parameter and rule learning for acyclic probabilistic logic programs. Int. J. Approx. Reason. 106 (2019)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The finite model theory of Bayesian network specifications: Descriptive complexity and zero/one laws. Int. J. Approx. Reason. 110 (2019)
João Marcos Correia Marques, Fábio Gagliardi Cozman, Ismael Humberto Ferreira dos Santos
Automatic Summarization of Technical Documents in the Oil and Gas Industry. BRACIS (2019)
Rodrigo Monteiro de Aquino, Fábio Gagliardi Cozman
Natural Language Explanations of Classifier Behavior. AIKE (2019)
Andrey Ruschel, Arthur Colombini Gusmão, Gustavo Padilha Polleti, Fábio Gagliardi Cozman
Explaining Completions Produced by Embeddings of Knowledge Graphs. ECSQARU (2019)
Fábio Gagliardi Cozman
Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning. ISIPTA (2019)
Gustavo Padilha Polleti, Fábio Gagliardi Cozman
Explaining Content-Based Recommendations with Topic Models. BRACIS (2019)
Leonardo Felizardo, Roberth Oliveira, Emilio Del-Moral-Hernandez, Fábio Gagliardi Cozman
Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods. BESC (2019)
Juliana Cesaro, Fábio Gagliardi Cozman
Measuring Unfairness Through Game-Theoretic Interpretability. PKDD/ECML Workshops (1) (2019)
Juliana Cesaro, Fábio Gagliardi Cozman
Measuring Unfairness through Game-Theoretic Interpretability. CoRR (2019)
Arthur Colombini Gusmão, Alvaro Henrique Chaim Correia, Glauber De Bona, Fábio Gagliardi Cozman
Interpreting Embedding Models of Knowledge Bases: A Pedagogical Approach. CoRR (2018)
Glauber De Bona, Fábio Gagliardi Cozman
On the Coherence of Probabilistic Relational Formalisms. Entropy 20 (4) (2018)
Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman
A Fully Attention-Based Information Retriever. IJCNN (2018)
Fábio Gagliardi Cozman
Evenly convex credal sets. Int. J. Approx. Reason. 103 (2018)
Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman
A Fully Attention-Based Information Retriever. CoRR (2018)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The complexity of Bayesian networks specified by propositional and relational languages. Artif. Intell. 262 (2018)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The Finite Model Theory of Bayesian Networks: Descriptive Complexity. IJCAI (2018)
Denis Deratani Mauá, Diarmaid Conaty, Fábio Gagliardi Cozman, Katja Poppenhaeger, Cassio Polpo de Campos
Robustifying sum-product networks. Int. J. Approx. Reason. 101 (2018)
Fábio Gagliardi Cozman
Evenly Convex Credal Sets. ISIPTA (2017)
Fábio Gagliardi Cozman, Denis Deratani Mauá
On the Semantics and Complexity of Probabilistic Logic Programs. CoRR (2017)
Denis Deratani Mauá, Fábio Gagliardi Cozman
The effect of combination functions on the complexity of relational Bayesian networks. Int. J. Approx. Reason. 85 (2017)
Francisco H. O. V. de Faria, Arthur C. Gusmão, Fábio Gagliardi Cozman, Denis Deratani Mauá
Speeding-up ProbLog's Parameter Learning. CoRR (2017)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The Descriptive Complexity of Bayesian Network Specifications. ECSQARU (2017)
Fábio Gagliardi Cozman, Denis Deratani Mauá
On the Semantics and Complexity of Probabilistic Logic Programs. J. Artif. Intell. Res. 60 (2017)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The Complexity of Inferences and Explanations in Probabilistic Logic Programming. ECSQARU (2017)
Fábio Gagliardi Cozman, Denis Deratani Mauá
On the complexity of propositional and relational credal networks. Int. J. Approx. Reason. 83 (2017)
Thiago Pereira Bueno, Denis Deratani Mauá, Leliane N. de Barros, Fábio Gagliardi Cozman
Modeling Markov Decision Processes with Imprecise Probabilities Using Probabilistic Logic Programming. ISIPTA (2017)
Denis Deratani Mauá, Fábio Gagliardi Cozman, Diarmaid Conaty, Cassio P. de Campos
Credal Sum-Product Networks. ISIPTA (2017)
Francisco Henrique Otte Vieira de Faria, Fábio Gagliardi Cozman, Denis Deratani Mauá
Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization. SUM (2017)
Paulo E. Santos, Murilo Fernandes Martins, Valquiria Fenelon, Fábio Gagliardi Cozman, Hannah M. Dee
Probabilistic self-localisation on a qualitative map based on occlusions. J. Exp. Theor. Artif. Intell. 28 (5) (2016)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The Structure and Complexity of Credal Semantics. PLP@ILP (2016)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The Complexity of Bayesian Networks Specified by Propositional and Relational Languages. CoRR (2016)
Thiago Pereira Bueno, Denis Deratani Mauá, Leliane N. de Barros, Fábio Gagliardi Cozman
Markov Decision Processes Specified by Probabilistic Logic Programming: Representation and Solution. BRACIS (2016)
Bruno Massoni Sguerra, Fábio Gagliardi Cozman
Image Classification Using Sum-Product Networks for Autonomous Flight of Micro Aerial Vehicles. BRACIS (2016)
Fábio Gagliardi Cozman, Denis Deratani Mauá
Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity. Probabilistic Graphical Models (2016)
Denis Deratani Mauá, Fábio Gagliardi Cozman
The Effect of Combination Functions on the Complexity of Relational Bayesian Networks. Probabilistic Graphical Models (2016)
Fábio Gagliardi Cozman
First-Order Bayesian Network Specifications Capture the Complexity Class PP. CoRR (2016)
Rogerio Bonatti, Arthur G. de Paula, Victor S. Lamarca, Fábio Gagliardi Cozman
Effect of Part-of-Speech and Lemmatization Filtering in Email Classification for Automatic Reply. AAAI Workshop: Knowledge Extraction from Text (2016)
Denis Deratani Mauá, Fábio Gagliardi Cozman
Fast local search methods for solving limited memory influence diagrams. Int. J. Approx. Reason. 68 (2016)
Denis Deratani Mauá, Cassio P. de Campos, Fábio Gagliardi Cozman
The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages. IJCAI (2015)
Denis Deratani Mauá, Fábio Gagliardi Cozman
DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model. SUM (2015)
Fábio Gagliardi Cozman, Denis Deratani Mauá
The Complexity of Plate Probabilistic Models. SUM (2015)
Fábio Gagliardi Cozman, Lucas Fargoni di Ianni
Probabilistic satisfiability and coherence checking through integer programming. Int. J. Approx. Reason. 58 (2015)
Valdinei Freire da Silva, Flavio Sales Truzzi, Anna Helena Reali Costa, Fábio Gagliardi Cozman
Evaluation of linear relaxations in Ad Network optimization for online marketing. J. Braz. Comput. Soc. 21 (1) (2015)
Glauber De Bona, Fábio Gagliardi Cozman, Marcelo Finger
Generalized probabilistic satisfiability through integer programming. J. Braz. Comput. Soc. 21 (1) (2015)
Fábio Gagliardi Cozman, Sébastien Destercke, Teddy Seidenfeld
Imprecise Probability: Theories and Applications (ISIPTA'13). Int. J. Approx. Reason. 56 (2015)
Fábio Gagliardi Cozman, Denis Deratani Mauá
Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. AAAI (2015)
Ann E. Nicholson, Fábio Gagliardi Cozman
Preface. Int. J. Approx. Reason. 55 (1) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fábio Gagliardi Cozman