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ORCIDFábio Gagliardi Cozman
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- affiliation: University of Sao Paulo, Brazil
- affiliation: Carnegie Mellon University, Pittsburgh, USA
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2020 – today
- 2024
[j58]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): 29-63 (2024)- [j57]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): 64-103 (2024) - [j56]Andrey Ruschel, Arthur Colombini Gusmão, Fábio Gagliardi Cozman:
Explaining answers generated by knowledge graph embeddings. Int. J. Approx. Reason. 171: 109183 (2024) - [j55]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: 109237 (2024) - [c121]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: 21923-21931 - [c120]Felipe Oliveira do Espírito Santo, Sarajane Marques Peres, Givanildo de Sousa Gramacho, Anarosa Alves Franco Brandão, Fábio Gagliardi Cozman:
Legal Document-Based, Domain-Driven Q&A System: LLMs in Perspective. IJCNN 2024: 1-9 - [c119]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. NeSy (1) 2024: 29-46 - [i37]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 abs/2406.15130 (2024) - [i36]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 abs/2407.04858 (2024) - 2023
- [j54]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): 123-134 (2023) - [c118]Hugo Neri, Fábio Gagliardi Cozman:
Who Killed the Winograd Schema Challenge? BRACIS (3) 2023: 211-225 - [c117]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: 428-440 - [c116]Fábio Gagliardi Cozman:
Markov conditions and factorization in logical credal networks. ISIPTA 2023: 130-140 - [c115]Denis Deratani Mauá, Fábio Gagliardi Cozman:
Specifying credal sets with probabilistic answer set programming. ISIPTA 2023: 321-332 - [c114]Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Fábio Gagliardi Cozman, Alexander G. Gray:
Credal Marginal MAP. NeurIPS 2023 - [i35]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 abs/2301.07824 (2023) - [i34]Fábio Gagliardi Cozman:
Markov Conditions and Factorization in Logical Credal Networks. CoRR abs/2302.14146 (2023) - [i33]Marcelo Archanjo José, Fábio Gagliardi Cozman:
A Multilingual Translator to SQL with Database Schema Pruning to Improve Self-Attention. CoRR abs/2306.14256 (2023) - [i32]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 abs/2308.02944 (2023) - [i31]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 abs/2309.10945 (2023) - [i30]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 abs/2312.11720 (2023) - 2022
- [c113]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: 388-401 - [c112]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: 464-478 - [c111]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: 164-171 - [c110]Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman:
A Credal Least Undefined Stable Semantics for Probabilistic Logic Programs and Probabilistic Argumentation. KR 2022 - [c109]Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman:
Bipolar Argumentation Frameworks with Explicit Conclusions: Connecting Argumentation and Logic Programming. NMR 2022: 49-60 - [c108]Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman:
Integrating Question Answering and Text-to-SQL in Portuguese. PROPOR 2022: 278-287 - [i29]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 abs/2202.02398 (2022) - [i28]Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman:
Integrating question answering and text-to-SQL in Portuguese. CoRR abs/2202.04048 (2022) - [i27]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 abs/2206.12746 (2022) - [i26]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 abs/2208.05966 (2022) - [i25]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 abs/2209.07928 (2022) - [i24]Yan V. Sym, João Gabriel M. Campos, Marcos Menon José, Fábio Gagliardi Cozman:
Comparing Computational Architectures for Automated Journalism. CoRR abs/2210.04107 (2022) - [i23]Yan V. Sym, João Gabriel M. Campos, Fábio Gagliardi Cozman:
BLAB Reporter: Automated journalism covering the Blue Amazon. CoRR abs/2210.06431 (2022) - [i22]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 abs/2212.10681 (2022) - 2021
- [j53]Fábio Gagliardi Cozman:
Graphoid properties of concepts of independence for sets of probabilities. Int. J. Approx. Reason. 131: 56-79 (2021) - [j52]Fábio Gagliardi Cozman, Hugo Neri Munhoz:
Some thoughts on knowledge-enhanced machine learning. Int. J. Approx. Reason. 136: 308-324 (2021) - [c107]Bernardo Gonçalves, Fábio Gagliardi Cozman:
The Future of AI: Neat or Scruffy? BRACIS (2) 2021: 177-192 - [c106]Sarah Pires Pérez, Fábio Gagliardi Cozman:
How to Generate Synthetic Paintings to Improve Art Style Classification. BRACIS (2) 2021: 238-253 - [c105]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: 294-308 - [c104]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: 419-433 - [c103]Marcelo Archanjo José, Fábio Gagliardi Cozman:
mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. BRACIS (2) 2021: 511-525 - [c102]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: 4544-4553 - [c101]Glauber De Bona, Victor Hugo Nascimento Rocha, Fábio Gagliardi Cozman:
Epistemic Argumentation with Conditional Probabilities and Labeling Constraints. ISIPTA 2021: 100-109 - [i21]Marcelo Archanjo José, Fábio Gagliardi Cozman:
mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. CoRR abs/2110.03546 (2021) - [i20]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 abs/2110.10015 (2021) - 2020
- [j51]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: 149199-149213 (2020) - [j50]Hugo Neri, Fábio Gagliardi Cozman:
The role of experts in the public perception of risk of artificial intelligence. AI Soc. 35(3): 663-673 (2020) - [j49]Denis Deratani Mauá, Fábio Gagliardi Cozman:
Complexity results for probabilistic answer set programming. Int. J. Approx. Reason. 118: 133-154 (2020) - [j48]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The joy of Probabilistic Answer Set Programming: Semantics, complexity, expressivity, inference. Int. J. Approx. Reason. 125: 218-239 (2020) - [j47]Denis Deratani Mauá, Fábio Gagliardi Cozman:
Thirty years of credal networks: Specification, algorithms and complexity. Int. J. Approx. Reason. 126: 133-157 (2020) - [c100]André Luiz Rosa Teixeira, João Campos, Rossana Cunha, Thiago Castro Ferreira, Adriana S. Pagano, Fábio Gagliardi Cozman:
DaMata: A Robot-Journalist Covering the Brazilian Amazon Deforestation. INLG 2020: 103-106 - [p2]Fábio Gagliardi Cozman:
Languages for Probabilistic Modeling Over Structured and Relational Domains. A Guided Tour of Artificial Intelligence Research (2) (II) 2020: 247-283 - [i19]Lucas Nunes Sequeira, Bruno Moreschi, Fábio Gagliardi Cozman, Bernardo Fontes:
An Empirical Accuracy Law for Sequential Machine Translation: the Case of Google Translate. CoRR abs/2003.02817 (2020) - [i18]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 abs/2009.01953 (2020)
2010 – 2019
- 2019
- [j46]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: 32-50 (2019) - [j45]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: 107-126 (2019) - [c99]Rodrigo Monteiro de Aquino, Fábio Gagliardi Cozman:
Natural Language Explanations of Classifier Behavior. AIKE 2019: 239-242 - [c98]Leonardo Kanashiro 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: 1-6 - [c97]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: 431-436 - [c96]Gustavo Padilha Polleti, Fábio Gagliardi Cozman:
Explaining Content-Based Recommendations with Topic Models. BRACIS 2019: 800-805 - [c95]Andrey Ruschel, Arthur Colombini Gusmão, Gustavo Padilha Polleti, Fábio Gagliardi Cozman:
Explaining Completions Produced by Embeddings of Knowledge Graphs. ECSQARU 2019: 324-335 - [c94]Fábio Gagliardi Cozman:
The Joy of Probabilistic Answer Set Programming. ISIPTA 2019: 91-101 - [c93]Fábio Gagliardi Cozman:
Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning. ISIPTA 2019: 102-110 - [c92]Juliana Cesaro, Fábio Gagliardi Cozman:
Measuring Unfairness Through Game-Theoretic Interpretability. PKDD/ECML Workshops (1) 2019: 253-264 - [i17]Juliana Cesaro, Fábio Gagliardi Cozman:
Measuring Unfairness through Game-Theoretic Interpretability. CoRR abs/1910.05591 (2019) - 2018
- [j44]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The complexity of Bayesian networks specified by propositional and relational languages. Artif. Intell. 262: 96-141 (2018) - [j43]Glauber De Bona, Fábio Gagliardi Cozman:
On the Coherence of Probabilistic Relational Formalisms. Entropy 20(4): 229 (2018) - [j42]Denis Deratani Mauá, Diarmaid Conaty, Fábio Gagliardi Cozman, Katja Poppenhaeger, Cassio Polpo de Campos:
Robustifying sum-product networks. Int. J. Approx. Reason. 101: 163-180 (2018) - [j41]Fábio Gagliardi Cozman:
Evenly convex credal sets. Int. J. Approx. Reason. 103: 124-138 (2018) - [c91]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The Finite Model Theory of Bayesian Networks: Descriptive Complexity. IJCAI 2018: 5229-5233 - [c90]Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman:
A Fully Attention-Based Information Retriever. IJCNN 2018: 1-8 - [i16]Arthur Colombini Gusmão, Alvaro Henrique Chaim Correia, Glauber De Bona, Fábio Gagliardi Cozman:
Interpreting Embedding Models of Knowledge Bases: A Pedagogical Approach. CoRR abs/1806.09504 (2018) - [i15]Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman:
A Fully Attention-Based Information Retriever. CoRR abs/1810.09580 (2018) - 2017
- [j40]Fábio Gagliardi Cozman, Denis Deratani Mauá:
On the complexity of propositional and relational credal networks. Int. J. Approx. Reason. 83: 298-319 (2017) - [j39]Denis Deratani Mauá, Fábio Gagliardi Cozman:
The effect of combination functions on the complexity of relational Bayesian networks. Int. J. Approx. Reason. 85: 178-195 (2017) - [j38]Fábio Gagliardi Cozman, Denis Deratani Mauá:
On the Semantics and Complexity of Probabilistic Logic Programs. J. Artif. Intell. Res. 60: 221-262 (2017) - [c89]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The Descriptive Complexity of Bayesian Network Specifications. ECSQARU 2017: 93-103 - [c88]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The Complexity of Inferences and Explanations in Probabilistic Logic Programming. ECSQARU 2017: 449-458 - [c87]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: 49-60 - [c86]Fábio Gagliardi Cozman:
Evenly Convex Credal Sets. ISIPTA 2017: 109-120 - [c85]Denis Deratani Mauá, Fábio Gagliardi Cozman, Diarmaid Conaty, Cassio P. de Campos:
Credal Sum-Product Networks. ISIPTA 2017: 205-216 - [c84]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: 119-133 - [i14]Fábio Gagliardi Cozman, Denis Deratani Mauá:
On the Semantics and Complexity of Probabilistic Logic Programs. CoRR abs/1701.09000 (2017) - [i13]Francisco H. O. V. de Faria, Arthur C. Gusmão, Fábio Gagliardi Cozman, Denis Deratani Mauá:
Speeding-up ProbLog's Parameter Learning. CoRR abs/1707.08151 (2017) - 2016
- [j37]Denis Deratani Mauá, Fábio Gagliardi Cozman:
Fast local search methods for solving limited memory influence diagrams. Int. J. Approx. Reason. 68: 230-245 (2016) - [j36]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): 781-799 (2016) - [c83]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 - [c82]Bruno Massoni Sguerra, Fábio Gagliardi Cozman:
Image Classification Using Sum-Product Networks for Autonomous Flight of Micro Aerial Vehicles. BRACIS 2016: 139-144 - [c81]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: 337-342 - [c80]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The Structure and Complexity of Credal Semantics. PLP@ILP 2016: 3-14 - [c79]Fábio Gagliardi Cozman, Denis Deratani Mauá:
Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity. Probabilistic Graphical Models 2016: 110-122 - [c78]Denis Deratani Mauá, Fábio Gagliardi Cozman:
The Effect of Combination Functions on the Complexity of Relational Bayesian Networks. Probabilistic Graphical Models 2016: 333-344 - [i12]Fábio Gagliardi Cozman:
First-Order Bayesian Network Specifications Capture the Complexity Class PP. CoRR abs/1609.03437 (2016) - [i11]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The Complexity of Bayesian Networks Specified by Propositional and Relational Languages. CoRR abs/1612.01120 (2016) - 2015
- [j35]Fábio Gagliardi Cozman, Sébastien Destercke, Teddy Seidenfeld:
Imprecise Probability: Theories and Applications (ISIPTA'13). Int. J. Approx. Reason. 56: 157-158 (2015) - [j34]Fábio Gagliardi Cozman, Lucas Fargoni di Ianni:
Probabilistic satisfiability and coherence checking through integer programming. Int. J. Approx. Reason. 58: 57-70 (2015) - [j33]Glauber De Bona, Fábio Gagliardi Cozman, Marcelo Finger:
Generalized probabilistic satisfiability through integer programming. J. Braz. Comput. Soc. 21(1): 11 (2015) - [j32]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): 13:1-13:13 (2015) - [c77]Fábio Gagliardi Cozman, Denis Deratani Mauá:
Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. AAAI 2015: 3519-3525 - [c76]Denis Deratani Mauá, Cassio P. de Campos, Fábio Gagliardi Cozman:
The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages. IJCAI 2015: 889-895 - [c75]Fábio Gagliardi Cozman, Denis Deratani Mauá:
The Complexity of Plate Probabilistic Models. SUM 2015: 36-49 - [c74]Denis Deratani Mauá, Fábio Gagliardi Cozman:
DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model. SUM 2015: 50-64 - 2014
- [j31]Ann E. Nicholson, Fábio Gagliardi Cozman:
Preface. Int. J. Approx. Reason. 55(1): 1-2 (2014) - [j30]Fábio Gagliardi Cozman, Cassio Polpo de Campos:
Kuznetsov independence for interval-valued expectations and sets of probability distributions: Properties and algorithms. Int. J. Approx. Reason. 55(2): 666-682 (2014) - [j29]Fábio Gagliardi Cozman:
Learning imprecise probability models: Conceptual and practical challenges. Int. J. Approx. Reason. 55(7): 1594-1596 (2014) - [j28]Glauber De Bona, Fábio Gagliardi Cozman, Marcelo Finger:
Towards classifying propositional probabilistic logics. J. Appl. Log. 12(3): 349-368 (2014) - [c73]José Angelo Gurzoni Jr., Paulo Eduardo Santos, Murilo Fernandes Martins, Fábio Gagliardi Cozman:
Probabilistic Logic for Multi-Robot Event Recognition. AAAI Spring Symposia 2014 - [c72]Felipe Iwao Takiyama, Fábio Gagliardi Cozman:
Inference with Aggregation Parfactors: Lifted Elimination with First-Order d-Separation. BRACIS 2014: 384-389 - [c71]Denis Deratani Mauá, Fábio Gagliardi Cozman:
Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams. Probabilistic Graphical Models 2014: 334-349 - [c70]Fábio Gagliardi Cozman, Rodrigo Bellizia Polastro, Felipe I. Takiyama, Kate C. Revoredo:
Computing Inferences for Relational Bayesian Networks Based on ALC Constructs. URSW (LNCS Vol.) 2014: 21-40 - [c69]Walter Toro, Fábio Gagliardi Cozman, Kate Revoredo, Anna Helena Reali Costa:
Probabilistic Relational Reasoning in Semantic Robot Navigation. URSW 2014: 37-48 - [c68]José Angelo Gurzoni, Fábio Gagliardi Cozman, Murilo Fernandes Martins, Paulo E. Santos:
Logic-probabilistic model for event recognition in a robotic search and rescue scenario. SMC 2014: 1726-1731 - 2013
- [j27]Valquiria Fenelon, Paulo Eduardo Santos, Hannah M. Dee, Fábio Gagliardi Cozman:
Reasoning about shadows in a mobile robot environment. Appl. Intell. 38(4): 553-565 (2013) - [j26]