Fábio Gagliardi Cozman

209 papers A* 12A 16B 4C 5Misc 2Journal 87Unranked 79

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A RAG-Based Institutional Assistant. CoRR Gustavo Kuratomi, Paulo Pirozelli, Fábio Gagliardi Cozman, Sarajane M. Peres
2025	—	`conf`	Evaluating Question Answering Model Robustness Against Typographical Mistakes Using Adversarial Attacks. BRACIS (1) Ricardo S. Grava, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman
2025	—	`conf`	Probabilities of Causation and Root Cause Analysis with Quasi-Markovian Models. BRACIS (2) Eduardo R. Laurentino, Fábio Gagliardi Cozman, Denis Deratani Mauá, Daniel Angelo Esteves Lawand, Davi Goncalves Bezerra Coelho, Lucas Martins Marques
2025	J	`jnl`	Probabilities of Causation and Root Cause Analysis with Quasi-Markovian Models. CoRR Eduardo R. Laurentino, Fábio Gagliardi Cozman, Denis Deratani Mauá, Daniel Angelo Esteves Lawand, Davi Goncalves Bezerra Coelho, Lucas Martins Marques
2025	J	`jnl`	The Cocoruta Hub: Open and Curated Corpora, Datasets and Language Models on Brazilian Ocean Law. J. Braz. Comput. Soc. Felipe Oliveira do Espírito Santo, Sarajane Marques Peres, Bernardo Gonçalves, Fabio José Muneratti Ortega, Vinícius Bitencourt Matos, André Paulino de Lima, Anarosa Alves Franco Brandão, Fábio Gagliardi Cozman
2025	—	`conf`	Towards Interpretable Automated Question Answering Model Evaluation and Comparison. IJCCI (1) Ricardo Saraiva Grava, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman
2024	J	`jnl`	Applying a Context-based Method to Build a Knowledge Graph for the Blue Amazon. Data Intell. Pedro de M. Ligabue, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman, Paulo Pirozelli
2024	J	`jnl`	Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. CoRR Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mauá, Fábio Gagliardi Cozman
2024	J	`jnl`	Explaining answers generated by knowledge graph embeddings. Int. J. Approx. Reason. Andrey Ruschel, Arthur Colombini Gusmão, Fábio Gagliardi Cozman
2024	J	`jnl`	Infusing Prompts with Syntax and Semantics. CoRR Anton Bulle Labate, Fábio Gagliardi Cozman
2024	B	`conf`	Legal Document-Based, Domain-Driven Q&A System: LLMs in Perspective. IJCNN Felipe Oliveira do Espírito Santo, Sarajane Marques Peres, Givanildo de Sousa Gramacho, Anarosa Alves Franco Brandão, Fábio Gagliardi Cozman
2023	J	`jnl`	A Multilingual Translator to SQL with Database Schema Pruning to Improve Self-Attention. CoRR Marcelo Archanjo José, Fábio Gagliardi Cozman
2023	—	`conf`	Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. EPIA (1) Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mauá, Fábio Gagliardi Cozman
2023	J	`jnl`	Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. CoRR 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
2023	J	`jnl`	Markov Conditions and Factorization in Logical Credal Networks. CoRR Fábio Gagliardi Cozman
2023	—	`conf`	Markov conditions and factorization in logical credal networks. ISIPTA Fábio Gagliardi Cozman
2023	J	`jnl`	Should explainability be a fifth ethical principle in AI ethics? AI Ethics João Figueiredo Nobre Brito Cortese, Fábio Gagliardi Cozman, Marcos Paulo Lucca-Silveira, Adriano Figueiredo Bechara
2023	—	`conf`	Specifying credal sets with probabilistic answer set programming. ISIPTA Denis Deratani Mauá, Fábio Gagliardi Cozman
2023	J	`jnl`	dPASP: A Comprehensive Differentiable Probabilistic Answer Set Programming Environment For Neurosymbolic Learning and Reasoning. CoRR Renato Lui Geh, Jonas Gonçalves, Igor Cataneo Silveira, Denis Deratani Mauá, Fábio Gagliardi Cozman
2022	A*	`conf`	A Credal Least Undefined Stable Semantics for Probabilistic Logic Programs and Probabilistic Argumentation. KR Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman
2022	—	`conf`	Bipolar Argumentation Frameworks with Explicit Conclusions: Connecting Argumentation and Logic Programming. NMR Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman
2022	—	`conf`	BlabKG: a Knowledge Graph for the Blue Amazon. ICKG Pedro de M. Ligabue, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman, Paulo Pirozelli
2022	—	`conf`	Integrating Question Answering and Text-to-SQL in Portuguese. PROPOR Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman
2022	J	`jnl`	Integrating question answering and text-to-SQL in Portuguese. CoRR Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman
2021	—	`conf`	DEEPAGÉ: Answering Questions in Portuguese About the Brazilian Environment. BRACIS (2) Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2021	J	`jnl`	DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment. CoRR Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2021	J	`jnl`	Graphoid properties of concepts of independence for sets of probabilities. Int. J. Approx. Reason. Fábio Gagliardi Cozman
2021	—	`conf`	How to Generate Synthetic Paintings to Improve Art Style Classification. BRACIS (2) Sarah Pires Pérez, Fábio Gagliardi Cozman
2021	A	`conf`	Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean. CIKM André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane M. Peres, Marcos M. José, Flávio Nakasato Cação, André Seidel Oliveira, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman
2021	—	`conf`	Sea State Estimation with Neural Networks Based on the Motion of a Moored FPSO Subjected to Campos Basin Metocean Conditions. BRACIS (2) Gustavo A. Bisinotto, Lucas P. Cotrim, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri
2021	J	`jnl`	Some thoughts on knowledge-enhanced machine learning. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Hugo Neri Munhoz
2021	—	`conf`	The Future of AI: Neat or Scruffy? BRACIS (2) Bernardo Gonçalves, Fábio Gagliardi Cozman
2021	—	`conf`	mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. BRACIS (2) Marcelo Archanjo José, Fábio Gagliardi Cozman
2021	J	`jnl`	mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. CoRR Marcelo Archanjo José, Fábio Gagliardi Cozman
2020	J	`jnl`	An Empirical Accuracy Law for Sequential Machine Translation: the Case of Google Translate. CoRR Lucas Nunes Sequeira, Bruno Moreschi, Fábio Gagliardi Cozman, Bernardo Fontes
2020	J	`jnl`	Complexity results for probabilistic answer set programming. Int. J. Approx. Reason. Denis Deratani Mauá, Fábio Gagliardi Cozman
2020	B	`conf`	DaMata: A Robot-Journalist Covering the Brazilian Amazon Deforestation. INLG André Luiz Rosa Teixeira, João Campos, Rossana Cunha, Thiago Castro Ferreira, Adriana S. Pagano, Fábio Gagliardi Cozman
2020	—	`ch.`	Languages for Probabilistic Modeling Over Structured and Relational Domains. A Guided Tour of Artificial Intelligence Research (2) (II) Fábio Gagliardi Cozman
2020	J	`jnl`	Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning. IEEE Access José Amendola, Lucas S. Miura, Anna Helena Reali Costa, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri
2020	J	`jnl`	The joy of Probabilistic Answer Set Programming: Semantics, complexity, expressivity, inference. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Denis Deratani Mauá
2020	J	`jnl`	The role of experts in the public perception of risk of artificial intelligence. AI Soc. Hugo Neri, Fábio Gagliardi Cozman
2020	J	`jnl`	Thirty years of credal networks: Specification, algorithms and complexity. Int. J. Approx. Reason. Denis Deratani Mauá, Fábio Gagliardi Cozman
2020	J	`jnl`	Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems. CoRR Gustavo Padilha Polleti, Douglas Luan de Souza, Fábio Gagliardi Cozman
2019	—	`conf`	Automatic Summarization of Technical Documents in the Oil and Gas Industry. BRACIS João Marcos Correia Marques, Fábio Gagliardi Cozman, Ismael Humberto Ferreira dos Santos
2019	—	`conf`	Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods. BESC Leonardo Kanashiro Felizardo, Roberth Oliveira, Emilio Del-Moral-Hernandez, Fábio Gagliardi Cozman
2019	C	`conf`	Explaining Completions Produced by Embeddings of Knowledge Graphs. ECSQARU Andrey Ruschel, Arthur Colombini Gusmão, Gustavo Padilha Polleti, Fábio Gagliardi Cozman
2019	—	`conf`	Explaining Content-Based Recommendations with Topic Models. BRACIS Gustavo Padilha Polleti, Fábio Gagliardi Cozman
2019	—	`conf`	Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning. ISIPTA Fábio Gagliardi Cozman
2019	—	`conf`	Measuring Unfairness Through Game-Theoretic Interpretability. PKDD/ECML Workshops (1) Juliana Cesaro, Fábio Gagliardi Cozman
2019	J	`jnl`	Measuring Unfairness through Game-Theoretic Interpretability. CoRR Juliana Cesaro, Fábio Gagliardi Cozman
2019	—	`conf`	Natural Language Explanations of Classifier Behavior. AIKE Rodrigo Monteiro de Aquino, Fábio Gagliardi Cozman
2019	J	`jnl`	Speeding up parameter and rule learning for acyclic probabilistic logic programs. Int. J. Approx. Reason. Francisco H. O. V. de Faria, Arthur Colombini Gusmão, Glauber De Bona, Denis Deratani Mauá, Fábio Gagliardi Cozman
2019	—	`conf`	The Joy of Probabilistic Answer Set Programming. ISIPTA Fábio Gagliardi Cozman
2019	J	`jnl`	The finite model theory of Bayesian network specifications: Descriptive complexity and zero/one laws. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Denis Deratani Mauá
2018	B	`conf`	A Fully Attention-Based Information Retriever. IJCNN Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman
2018	J	`jnl`	A Fully Attention-Based Information Retriever. CoRR Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman
2018	J	`jnl`	Evenly convex credal sets. Int. J. Approx. Reason. Fábio Gagliardi Cozman
2018	J	`jnl`	Interpreting Embedding Models of Knowledge Bases: A Pedagogical Approach. CoRR Arthur Colombini Gusmão, Alvaro Henrique Chaim Correia, Glauber De Bona, Fábio Gagliardi Cozman
2018	J	`jnl`	On the Coherence of Probabilistic Relational Formalisms. Entropy Glauber De Bona, Fábio Gagliardi Cozman
2018	J	`jnl`	Robustifying sum-product networks. Int. J. Approx. Reason. Denis Deratani Mauá, Diarmaid Conaty, Fábio Gagliardi Cozman, Katja Poppenhaeger, Cassio Polpo de Campos
2018	A*	`conf`	The Finite Model Theory of Bayesian Networks: Descriptive Complexity. IJCAI Fábio Gagliardi Cozman, Denis Deratani Mauá
2018	J	`jnl`	The complexity of Bayesian networks specified by propositional and relational languages. Artif. Intell. Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	—	`conf`	Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization. SUM Francisco Henrique Otte Vieira de Faria, Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	—	`conf`	Credal Sum-Product Networks. ISIPTA Denis Deratani Mauá, Fábio Gagliardi Cozman, Diarmaid Conaty, Cassio P. de Campos
2017	—	`conf`	Evenly Convex Credal Sets. ISIPTA Fábio Gagliardi Cozman
2017	—	`conf`	Modeling Markov Decision Processes with Imprecise Probabilities Using Probabilistic Logic Programming. ISIPTA Thiago Pereira Bueno, Denis Deratani Mauá, Leliane N. de Barros, Fábio Gagliardi Cozman
2017	J	`jnl`	On the Semantics and Complexity of Probabilistic Logic Programs. CoRR Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	J	`jnl`	On the Semantics and Complexity of Probabilistic Logic Programs. J. Artif. Intell. Res. Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	J	`jnl`	On the complexity of propositional and relational credal networks. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	J	`jnl`	Speeding-up ProbLog's Parameter Learning. CoRR Francisco H. O. V. de Faria, Arthur C. Gusmão, Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	C	`conf`	The Complexity of Inferences and Explanations in Probabilistic Logic Programming. ECSQARU Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	C	`conf`	The Descriptive Complexity of Bayesian Network Specifications. ECSQARU Fábio Gagliardi Cozman, Denis Deratani Mauá
2017	J	`jnl`	The effect of combination functions on the complexity of relational Bayesian networks. Int. J. Approx. Reason. Denis Deratani Mauá, Fábio Gagliardi Cozman
2016	—	`conf`	Effect of Part-of-Speech and Lemmatization Filtering in Email Classification for Automatic Reply. AAAI Workshop: Knowledge Extraction from Text Rogerio Bonatti, Arthur G. de Paula, Victor S. Lamarca, Fábio Gagliardi Cozman
2016	J	`jnl`	Fast local search methods for solving limited memory influence diagrams. Int. J. Approx. Reason. Denis Deratani Mauá, Fábio Gagliardi Cozman
2016	J	`jnl`	First-Order Bayesian Network Specifications Capture the Complexity Class PP. CoRR Fábio Gagliardi Cozman
2016	—	`conf`	Image Classification Using Sum-Product Networks for Autonomous Flight of Micro Aerial Vehicles. BRACIS Bruno Massoni Sguerra, Fábio Gagliardi Cozman
2016	—	`conf`	Markov Decision Processes Specified by Probabilistic Logic Programming: Representation and Solution. BRACIS Thiago Pereira Bueno, Denis Deratani Mauá, Leliane N. de Barros, Fábio Gagliardi Cozman
2016	—	`conf`	Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity. Probabilistic Graphical Models Fábio Gagliardi Cozman, Denis Deratani Mauá
2016	J	`jnl`	Probabilistic self-localisation on a qualitative map based on occlusions. J. Exp. Theor. Artif. Intell. Paulo E. Santos, Murilo Fernandes Martins, Valquiria Fenelon, Fábio Gagliardi Cozman, Hannah M. Dee
2016	J	`jnl`	The Complexity of Bayesian Networks Specified by Propositional and Relational Languages. CoRR Fábio Gagliardi Cozman, Denis Deratani Mauá
2016	—	`conf`	The Effect of Combination Functions on the Complexity of Relational Bayesian Networks. Probabilistic Graphical Models Denis Deratani Mauá, Fábio Gagliardi Cozman
2016	—	`conf`	The Structure and Complexity of Credal Semantics. PLP@ILP Fábio Gagliardi Cozman, Denis Deratani Mauá
2015	A*	`conf`	Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. AAAI Fábio Gagliardi Cozman, Denis Deratani Mauá
2015	—	`conf`	DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model. SUM Denis Deratani Mauá, Fábio Gagliardi Cozman
2015	J	`jnl`	Evaluation of linear relaxations in Ad Network optimization for online marketing. J. Braz. Comput. Soc. Valdinei Freire da Silva, Flavio Sales Truzzi, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2015	J	`jnl`	Generalized probabilistic satisfiability through integer programming. J. Braz. Comput. Soc. Glauber De Bona, Fábio Gagliardi Cozman, Marcelo Finger
2015	J	`jnl`	Imprecise Probability: Theories and Applications (ISIPTA'13). Int. J. Approx. Reason. Fábio Gagliardi Cozman, Sébastien Destercke, Teddy Seidenfeld
2015	J	`jnl`	Probabilistic satisfiability and coherence checking through integer programming. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Lucas Fargoni di Ianni
2015	A*	`conf`	The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages. IJCAI Denis Deratani Mauá, Cassio P. de Campos, Fábio Gagliardi Cozman
2015	—	`conf`	The Complexity of Plate Probabilistic Models. SUM Fábio Gagliardi Cozman, Denis Deratani Mauá
2014	—	`conf`	Computing Inferences for Relational Bayesian Networks Based on URSW (LNCS Vol.) Fábio Gagliardi Cozman, Rodrigo Bellizia Polastro, Felipe I. Takiyama, Kate C. Revoredo
2014	—	`conf`	Inference with Aggregation Parfactors: Lifted Elimination with First-Order d-Separation. BRACIS Felipe Iwao Takiyama, Fábio Gagliardi Cozman
2014	J	`jnl`	Kuznetsov independence for interval-valued expectations and sets of probability distributions: Properties and algorithms. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Cassio Polpo de Campos
2014	J	`jnl`	Learning imprecise probability models: Conceptual and practical challenges. Int. J. Approx. Reason. Fábio Gagliardi Cozman
2014	B	`conf`	Logic-probabilistic model for event recognition in a robotic search and rescue scenario. SMC José Angelo Gurzoni, Fábio Gagliardi Cozman, Murilo Fernandes Martins, Paulo E. Santos
2014	J	`jnl`	Preface. Int. J. Approx. Reason. Ann E. Nicholson, Fábio Gagliardi Cozman
2014	—	`conf`	Probabilistic Logic for Multi-Robot Event Recognition. AAAI Spring Symposia José Angelo Gurzoni Jr., Paulo Eduardo Santos, Murilo Fernandes Martins, Fábio Gagliardi Cozman
2014	—	`conf`	Probabilistic Relational Reasoning in Semantic Robot Navigation. URSW Walter Toro, Fábio Gagliardi Cozman, Kate Revoredo, Anna Helena Reali Costa
2014	—	`conf`	Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams. Probabilistic Graphical Models Denis Deratani Mauá, Fábio Gagliardi Cozman
2014	J	`jnl`	Towards classifying propositional probabilistic logics. J. Appl. Log. Glauber De Bona, Fábio Gagliardi Cozman, Marcelo Finger
2013	—	`conf`	A Qualitative-Probabilistic Approach to Autonomous Mobile Robot Self Localisation and Self Vision Calibration. BRACIS Valquiria Fenelon Pereira, Fábio Gagliardi Cozman, Paulo Eduardo Santos, Murilo Fernandes Martins
2013	J	`jnl`	A model for inference of emotional state based on facial expressions. J. Braz. Comput. Soc. Rafael A. M. Gonçalves, Diego R. Cueva, Marcos Ribeiro Pereira Barretto, Fábio Gagliardi Cozman
2013	—	`conf`	Ad Network Optimization: Evaluating Linear Relaxations. BRACIS Flavio Sales Truzzi, Valdinei Freire da Silva, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2013	—	`conf`	Assertion Role in a Hybrid Link Prediction Approach through Probabilistic Ontology. ONTOBRAS Marcius Armada de Oliveira, Kate Revoredo, José Eduardo Ochoa Luna, Fábio Gagliardi Cozman
2013	A*	`conf`	Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks. AAAI Cassio Polpo de Campos, Fábio Gagliardi Cozman
2013	—	`conf`	Generalized Probabilistic Satisfiability. BRACIS Glauber De Bona, Fábio Gagliardi Cozman, Marcelo Finger
2013	J	`jnl`	Independence for full conditional probabilities: Structure, factorization, non-uniqueness, and Bayesian networks. Int. J. Approx. Reason. Fábio Gagliardi Cozman
2013	J	`jnl`	Inference with Seperately Specified Sets of Probabilities in Credal Networks CoRR José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman
2013	J	`jnl`	Irrelevance and Independence Relations in Quasi-Bayesian Networks CoRR Fábio Gagliardi Cozman
2013	J	`jnl`	Link prediction using a probabilistic description logic. J. Braz. Comput. Soc. José Eduardo Ochoa Luna, Kate Revoredo, Fábio Gagliardi Cozman
2013	C	`conf`	Probabilistic Satisfiability and Coherence Checking through Integer Programming. ECSQARU Fábio Gagliardi Cozman, Lucas Fargoni di Ianni
2013	—	`conf`	Probabilistic logic for multi-robot event recognition. SSRR José Angelo Gurzoni, Paulo E. Santos, Murilo Fernandes Martins, Fábio Gagliardi Cozman
2013	J	`jnl`	Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem CoRR Fábio Gagliardi Cozman, Eric Krotkov
2013	J	`jnl`	Reasoning about shadows in a mobile robot environment. Appl. Intell. Valquiria Fenelon, Paulo Eduardo Santos, Hannah M. Dee, Fábio Gagliardi Cozman
2013	C	`conf`	Reusing Risk-Aware Stochastic Abstract Policies in Robotic Navigation Learning. RoboCup Valdinei Freire da Silva, Marcelo Li Koga, Fábio Gagliardi Cozman, Anna Helena Reali Costa
2013	J	`jnl`	Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions CoRR Fábio Gagliardi Cozman
2013	J	`jnl`	Separation Properties of Sets of Probability Measures CoRR Fábio Gagliardi Cozman
2013	A	`conf`	Speeding-up reinforcement learning through abstraction and transfer learning. AAMAS Marcelo Li Koga, Valdinei Freire da Silva, Fábio Gagliardi Cozman, Anna Helena Reali Costa
2012	—	`conf`	An Experimental Evaluation of a Scalable Probabilistic Description Logic Approach for Semantic Link Prediction. URSW José Eduardo Ochoa Luna, Kate Revoredo, Fábio Gagliardi Cozman
2012	J	`jnl`	Belief Updating and Learning in Semi-Qualitative Probabilistic Networks CoRR Cassio Polpo de Campos, Fábio Gagliardi Cozman
2012	J	`jnl`	Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic CoRR Fábio Gagliardi Cozman, Rodrigo Bellizia Polastro
2012	—	`conf`	Computing Inferences for Credal ALC Terminologies. URSW Rodrigo Bellizia Polastro, Fábio Gagliardi Cozman, Felipe I. Takiyama, Kate Revoredo
2012	J	`jnl`	Inference in Polytrees with Sets of Probabilities CoRR José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman, Cassio Polpo de Campos
2012	J	`jnl`	Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence (2011) CoRR Fábio Gagliardi Cozman, Avi Pfeffer
2012	J	`jnl`	Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assesments CoRR Fábio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha
2012	J	`jnl`	Sets of probability distributions, independence, and convexity. Synth. Fábio Gagliardi Cozman
2011	J	`jnl`	A Dynamic Model for Identification of Emotional Expressions. Polibits Rafael A. M. Gonçalves, Diego R. Cueva, Marcos R. Pereira-Barretto, Fábio Gagliardi Cozman
2011	—	`conf`	Collective Classification in Semantic Mapping with a Probabilistic Description Logic. Description Logics Fabiano Corrêa, Fábio Gagliardi Cozman, Jun Okamoto Jr.
2011	—	`conf`	Crawling to Improve Multimodal Emotion Detection. MICAI (2) Diego R. Cueva, Rafael A. M. Gonçalves, Fábio Gagliardi Cozman, Marcos Ribeiro Pereira Barretto
2011	—	`conf`	Learning Probabilistic Description Logics: A Framework and Algorithms. MICAI (1) José Eduardo Ochoa Luna, Kate Revoredo, Fábio Gagliardi Cozman
2011	—	`conf`	Satisfiability in EL with Sets of Probabilistic ABoxes. Description Logics Marcelo Finger, Renata Wassermann, Fábio Gagliardi Cozman
2011	—	`conf`	Semantic Link Prediction through Probabilistic Description Logics. URSW Kate Revoredo, José Eduardo Ochoa Luna, Fábio Gagliardi Cozman
2011	J	`jnl`	Sequential decision making with partially ordered preferences. Artif. Intell. Daniel Kikuti, Fábio Gagliardi Cozman, Ricardo Shirota Filho
2011	—	`conf`	Simultaneous Abstract and Concrete Reinforcement Learning. SARA Tiago Matos, Yannick Plaino Bergamo, Valdinei Freire da Silva, Fábio Gagliardi Cozman, Anna Helena Reali Costa
2011	A	`ed.`	UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011 UAI Fábio Gagliardi Cozman, Avi Pfeffer
2011	J	`jnl`	Using mathematical programming to solve Factored Markov Decision Processes with Imprecise Probabilities. Int. J. Approx. Reason. Karina Valdivia Delgado, Leliane Nunes de Barros, Fábio Gagliardi Cozman, Scott Sanner
2010	J	`jnl`	Concentration inequalities and laws of large numbers under epistemic and regular irrelevance. Int. J. Approx. Reason. Fábio Gagliardi Cozman
2010	—	`conf`	Learning Sentences and Assessments in Probabilistic Description Logics. URSW José Eduardo Ochoa Luna, Kate Revoredo, Fábio Gagliardi Cozman
2010	—	`conf`	Learning Terminologies in Probabilistic Description Logics. SBIA Kate Revoredo, José Eduardo Ochoa Luna, Fábio Gagliardi Cozman
2010	—	`conf`	Markov Decision Processes from Colored Petri Nets. SBIA Monica Góes Eboli, Fábio Gagliardi Cozman
2010	—	`conf`	Probabilistic Logic Encoding of Spatial Domains. UniDL Paulo Eduardo Santos, Fábio Gagliardi Cozman, Valquiria Fenelon, Britta Hummel
2010	—	`conf`	Semantic Mapping with a Probabilistic Description Logic. SBIA Rodrigo Bellizia Polastro, Fabiano Corrêa, Fábio Gagliardi Cozman, Jun Okamoto Jr.
2010	—	`conf`	Semantic Query Extension through Probabilistic Description Logics. URSW José Eduardo Ochoa Luna, Kate Revoredo, Fábio Gagliardi Cozman
2009	—	`conf`	An Algorithm for Learning with Probabilistic Description Logics. URSW José Eduardo Ochoa Luna, Fábio Gagliardi Cozman
2009	J	`jnl`	Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. J. Appl. Log. Cassio Polpo de Campos, Fábio Gagliardi Cozman, José Eduardo Ochoa Luna
2009	J	`jnl`	Combining Probability and Logic. J. Appl. Log. Fábio Gagliardi Cozman, Rolf Haenni, Jan-Willem Romeijn, Federica Russo, Gregory R. Wheeler, Jon Williamson
2009	A	`conf`	Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic. UAI Fábio Gagliardi Cozman, Rodrigo Bellizia Polastro
2009	A*	`conf`	Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities. ICAPS Karina Valdivia Delgado, Scott Sanner, Leliane Nunes de Barros, Fábio Gagliardi Cozman
2008	J	`jnl`	Approximate algorithms for credal networks with binary variables. Int. J. Approx. Reason. Jaime Shinsuke Ide, Fábio Gagliardi Cozman
2008	—	`conf`	Inference in Probabilistic Ontologies with Attributive Concept Descriptions and Nominals. URSW Rodrigo Bellizia Polastro, Fábio Gagliardi Cozman
2008	—	`conf`	Loopy Propagation in a Probabilistic Description Logic. SUM Fábio Gagliardi Cozman, Rodrigo Bellizia Polastro
2008	J	`jnl`	Probabilistic logic with independence. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Cassio Polpo de Campos, José Carlos Ferreira da Rocha
2008	—	`conf`	Strong Probabilistic Planning. MICAI Silvio do Lago Pereira, Leliane Nunes de Barros, Fábio Gagliardi Cozman
2007	J	`jnl`	Computing lower and upper expectations under epistemic independence. Int. J. Approx. Reason. Cassio Polpo de Campos, Fábio Gagliardi Cozman
2007	J	`jnl`	Notes on "Notes on conditional previsions". Int. J. Approx. Reason. Paolo Vicig, Marco Zaffalon, Fábio Gagliardi Cozman
2007	A*	`conf`	Planning under Risk and Knightian Uncertainty. IJCAI Felipe W. Trevizan, Fábio Gagliardi Cozman, Leliane Nunes de Barros
2007	J	`jnl`	Reasoning with imprecise probabilities. Int. J. Approx. Reason. Andrés Cano, Fábio Gagliardi Cozman, Thomas Lukasiewicz
2006	—	`conf`	Binarization Algorithms for Approximate Updating in Credal Nets. STAIRS Alessandro Antonucci, Marco Zaffalon, Jaime Shinsuke Ide, Fábio Gagliardi Cozman
2006	J	`jnl`	Dealing with Imprecise Probabilities: Interval-Related Talks at ISIPTA'05. Reliab. Comput. Daniel Berleant, Fábio Gagliardi Cozman, Olga Kosheleva, Vladik Kreinovich
2006	—	`conf`	Probabilistic Logic with Strong Independence. IBERAMIA-SBIA Fábio Gagliardi Cozman, Cassio P. de Campos, José Carlos Ferreira da Rocha
2006	—	`ch.`	Risks of Semi-Supervised Learning: How Unlabeled Data Can Degrade Performance of Generative Classifiers. Semi-Supervised Learning Fábio Gagliardi Cozman, Ira Cohen
2006	—	`conf`	Unifying Nondeterministic and Probabilistic Planning Through Imprecise Markov Decision Processes. IBERAMIA-SBIA Felipe W. Trevizan, Fábio Gagliardi Cozman, Leliane Nunes de Barros
2005	J	`jnl`	Anytime anyspace probabilistic inference. Int. J. Approx. Reason. Fabio Tozeto Ramos, Fábio Gagliardi Cozman
2005	—	`conf`	Approximate Inference in Credal Networks by Variational Mean Field Methods. ISIPTA Jaime Shinsuke Ide, Fábio Gagliardi Cozman
2005	A	`conf`	Belief Updating and Learning in Semi-Qualitative Probabilistic Networks. UAI Cassio Polpo de Campos, Fábio Gagliardi Cozman
2005	—	`conf`	Computing Lower and Upper Expectations under Epistemic Independence. ISIPTA Cassio Polpo de Campos, Fábio Gagliardi Cozman
2005	J	`jnl`	Graphical models for imprecise probabilities. Int. J. Approx. Reason. Fábio Gagliardi Cozman
2005	J	`jnl`	Graphoid properties of epistemic irrelevance and independence. Ann. Math. Artif. Intell. Fábio Gagliardi Cozman, Peter Walley
2005	—	`ed.`	ISIPTA '05, Proceedings of the Fourth International Symposium on Imprecise Probabilities and Their Applications, Carnegie Mellon University, Pittsburgh, PA, USA, July 20-23 2005 ISIPTA Fábio Gagliardi Cozman, Robert Nau, Teddy Seidenfeld
2005	J	`jnl`	Inference in credal networks: branch-and-bound methods and the A/R+ algorithm. Int. J. Approx. Reason. José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman
2005	J	`jnl`	Learning probabilistic classifiers for human-computer interaction applications. Multim. Syst. Nicu Sebe, Ira Cohen, Fábio Gagliardi Cozman, Theo Gevers, Thomas S. Huang
2005	A*	`conf`	The Inferential Complexity of Bayesian and Credal Networks. IJCAI Cassio Polpo de Campos, Fábio Gagliardi Cozman
2004	A	`conf`	Axiomatizing Noisy-OR. ECAI Fábio Gagliardi Cozman
2004	A	`conf`	Generating Random Bayesian Networks with Constraints on Induced Width. ECAI Jaime Shinsuke Ide, Fábio Gagliardi Cozman, Fabio Tozeto Ramos
2004	A	`conf`	Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat. UAI Fábio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha
2004	J	`jnl`	Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction. IEEE Trans. Pattern Anal. Mach. Intell. Ira Cohen, Fábio Gagliardi Cozman, Nicu Sebe, Marcelo Cesar Cirelo, Thomas S. Huang
2003	—	`conf`	Computing Lower Expectations with Kuznetsov's Independence Condition. ISIPTA Fábio Gagliardi Cozman
2003	—	`conf`	Inference in Credal Networks with Branch-and-Bound Algorithms. ISIPTA José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman
2003	A	`conf`	Inference in Polytrees with Sets of Probabilities. UAI José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman, Cassio Polpo de Campos
2003	—	`conf`	Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data. CVPR (1) Ira Cohen, Nicu Sebe, Fábio Gagliardi Cozman, Marcelo Cesar Cirelo, Thomas S. Huang
2003	A*	`conf`	Semi-Supervised Learning of Mixture Models. ICML Fábio Gagliardi Cozman, Ira Cohen, Marcelo Cesar Cirelo
2003	—	`conf`	Semi-supervised learning for facial expression recognition. Multimedia Information Retrieval Ira Cohen, Nicu Sebe, Fábio Gagliardi Cozman, Thomas S. Huang
2002	Misc	`conf`	Algorithms for Conditioning on Events of Zero Lower Probability. FLAIRS Fábio Gagliardi Cozman
2002	—	`conf`	Evidence Propagation in Credal Networks: An Exact Algorithm Based on Separately Specified Sets of Probability. SBIA José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman
2002	A	`conf`	Inference with Seperately Specified Sets of Probabilities in Credal Networks. UAI José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman
2002	—	`conf`	Random Generation of Bayesian Networks. SBIA Jaime Shinsuke Ide, Fábio Gagliardi Cozman
2002	Misc	`conf`	Unlabeled Data Can Degrade Classification Performance of Generative Classifiers. FLAIRS Fábio Gagliardi Cozman, Ira Cohen
2001	—	`conf`	Constructing Sets of Probability Measures Through Kuznetsov's Independence Condition. ISIPTA Fábio Gagliardi Cozman
2001	—	`conf`	Graphoid Properties of Epistemic Irrelevance and Independence. ISIPTA Fábio Gagliardi Cozman, Peter Walley
2000	J	`jnl`	Computing posterior upper expectations. Int. J. Approx. Reason. Fábio Gagliardi Cozman
2000	J	`jnl`	Credal networks. Artif. Intell. Fábio Gagliardi Cozman
2000	J	`jnl`	Outdoor Visual Position Estimation for Planetary Rovers. Auton. Robots Fábio Gagliardi Cozman, Eric Krotkov, Carlos Guestrin
2000	J	`jnl`	Reasoning with imprecise probabilities. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Serafín Moral
2000	A	`conf`	Separation Properties of Sets of Probability Measures. UAI Fábio Gagliardi Cozman
1999	—	`conf`	Computing Posterior Upper Expectations. ISIPTA Fábio Gagliardi Cozman
1999	—	`ed.`	ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June - 2 July 1999 ISIPTA Gert de Cooman, Fábio Gagliardi Cozman, Serafín Moral, Peter Walley
1999	—	`conf`	Irrelevance and Independence Axioms in Quasi-Bayesian Theory. ESCQARU Fábio Gagliardi Cozman
1998	A	`conf`	Fast software image stabilization with color registration. IROS Carlos Guestrin, Fábio Gagliardi Cozman, Eric Krotkov
1998	—	`conf`	Industrial applications of image mosaicing and stabilization. KES (2) Carlos Guestrin, Fábio Gagliardi Cozman, Marcelo Godoy Simões
1998	A	`conf`	Irrelevance and Independence Relations in quasi-Bayesian Networks. UAI Fábio Gagliardi Cozman
1997	—	`conf`	Automatic Mountain Detection and Pose Estimation for Teleoperation of Lunar Rovers. ISER Fábio Gagliardi Cozman, Eric Krotkov
1997	A*	`conf`	Automatic mountain detection and pose estimation for teleoperation of lunar rovers. ICRA Fábio Gagliardi Cozman, Eric Krotkov
1997	A*	`conf`	Depth from Scattering. CVPR Fábio Gagliardi Cozman, Eric Krotkov
1997	A	`conf`	Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions. UAI Fábio Gagliardi Cozman
1996	A	`conf`	Position estimation from outdoor visual landmarks for teleoperation of lunar rovers. WACV Fábio Gagliardi Cozman, Eric Krotkov
1996	A	`conf`	Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem. UAI Fábio Gagliardi Cozman, Eric Krotkov
1995	—	`conf`	Experience with rover navigation for lunar-like terrains. IROS (1) Reid G. Simmons, Eric Krotkov, Lonnie Chrisman, Fábio Gagliardi Cozman, Richard Goodwin, Martial Hebert, Lalitesh Katragadda, Sven Koenig, Gita Krishnaswamy, Yoshikazu Shinoda, William Whittaker, Paul R. Klarer
1995	A*	`conf`	Robot Localization Using a Computer Vision Sextant. ICRA Fábio Gagliardi Cozman, Eric Krotkov