Meu principal interesse é na área de Inteligência Artificial, especificamente em Raciocínio Baseado em Casos. Contudo me interesso também por Agentes Inteligentes, Sistemas Multi-agente, Aprendizagem de Máquina, Mineração de Dados e Bioinformática.
Doutorado em Informática pela Pontifícia Universidade Católica do Paraná (PUCPR).
Mestrado em Informática Aplicada pela Pontifícia Universidade Católica do Paraná (PUCPR).
Graduação em Bacharelado em Análise de Sistemas pela Universidade Estadual do Centro-Oeste (UNICENTRO).
C. ÁVILA, BRÁULIO ; B. DORDAL, OSMAR ; RIBEIRO, RICHARDSON ; E. SCALABRIN, EDSON ; P. BORGES, ANDRÉ . An Economic Approach for Generation of Train Driving Plans using Continuous Case-based Planning. In: 17th International Conference on Enterprise Information Systems, 2015, Barcelona. Proceedings of the 17th International Conference on Enterprise Information Systems. v. 1. p. 440-448. (Arquivo em PDF)
BORGES, ANDRE P. ; SILVA, V. B. ; DORDAL, OSMAR B. ; AVILA, BRAULIO C. ; SCALABRIN, EDSON E. . Safety in Multi-Agent Systems: Reputation based on Dossier. In: 28th International Florida Artificial Intelligence Research Society Conference, 2015, Hollywood. Proceedings of 28th International Florida Artificial Intelligence Research Society Conference, 2015. v. 1. p. 348-353. (Arquivo em PDF)
BORGES, ANDRE P. ; DORDAL, OSMAR B. ; SANTOS, E. L. ; RIBEIRO. R. ; AVILA, BRAULIO C. ; SCALABRIN, EDSON E. . An Approach for Train Driving using Case-Based Reasoning. In: 14th annual European Control Conference, 2015, Linz. Proceedings of 14th annual European Control Conference, 2015. v. 1. p. 1-7. (Arquivo em PDF)
DE SOUZA, ANDERSON JOSÉ ; PINZ BORGES, ANDRÉ ; GOMES, HEITOR MURILO ; BARDDAL, JEAN PAUL ; Enembreck, Fabrício . Applying Ensemble-based Online Learning Techniques on Crime Forecasting. In: 17th International Conference on Enterprise Information Systems, 2015, Barcelona. Proceedings of the 17th International Conference on Enterprise Information Systems. v. 1. p. 17-8. (Arquivo em PDF)
Enembreck, Fabrício ; TEIXEIRA, MARCELO ; L. WIRTH, ANDRÉ ; P. BORGES, ANDRÉ ; RIBEIRO, RICHARDSON . A Learning Model for Intelligent Agents Applied to Poultry Farming. In: 17th International Conference on Enterprise Information Systems, 2015, Barcelona. Proceedings of the 17th International Conference on Enterprise Information Systems. v. 1. p. 495-503. (Arquivo em PDF)
SATO, V.M.D. ; BORGES, ANDRÉ P. ; MARTON, P. ; SCALABRIN, EDSON E. . I-DCOP: Train Classification Based on an Iterative Process Using Distributed Constraint Optimization. In: International Conference On Computational Science 2015 - Computational Science at the Gates of Nature, 2015, Reykjavík. Procedia Computer Science, 2015. v. 51. p. 2297-2306. (Arquivo em PDF)
BORGES, ANDRE PINZ ; DORDAL, OSMAR BETAZZI ; SATO, DENISE MARIA VECINO ; AVILA, BRAULIO COELHO ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON EMILIO ; RIBEIRO, RICHARDSON . A multi-layer architecture proposal for conducting trains employing CBR. In: 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2014, Hsinchu. Proceedings of the 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD). p. 23-8. (Arquivo em PDF)
DORDAL, OSMAR BETAZZI ; BORGES, ANDRE PINZ ; SATO, DENISE MARIA VECINO ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON EMILIO ; AVILA, BRAULIO COELHO . An Intelligent System for train overtaking using distributed coordination. In: IECON 2013 39th Annual Conference of the IEEE Industrial Electronics Society, 2013, Vienna. IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society. v. 0. p. 3329-3334. (Arquivo em PDF)
DA SILVA, MARCOS R. ; BORGES, ANDRE P. ; DORDAL, OSMAR B. ; SATO, DENISE M. V. ; AVILA, BRAULIO C. ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON E. . An architecture of BDI agent for autonomous locomotives controller. In: 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2012, Wuhan. Proceedings of the 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design (CSCWD). v. 1. p. 22. (Arquivo em PDF)
SATO, V.M.D. ; BORGES, A. P. ; LEITE, A. R. ; DORDAL, O. ; ÁVILA, Bráulio Coelho ; ENEMBRECK, F. ; SCALABRIN, Edson Emílio . Lessons learned from a simulated environment for trains conduction. In: IEEE International Conference on Industrial Technology, 2012, Atenas. 2012 IEEE International Conference on Industrial Technology, 2012. v. 1. p. 533-538. (Arquivo em PDF)
BORGES, ANDRE PINZ ; DORDAL, OSMAR BETAZZI ; SATO, DENISE MARIA VECINO ; AVILA, BRAULIO COELHO ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON EMILIO . An intelligent system for driving trains using Case-Based Reasoning. In: 2012 IEEE International Conference on Systems, Man and Cybernetics SMC, 2012, Seoul. 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC). p. 1694. (Arquivo em PDF)
BORGES, ANDRE PINZ ; GRANATYR, JONES ; DORDAL, OSMAR BETAZZI ; RIBEIRO, RICHARDSON ; AVILA, BRAULIO COELHO ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON EMILIO . Knowledge discovery applied in modal rail. In: 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2011, Laussane. Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD). v. 1. p. 253. (Arquivo em PDF)
DORDAL, OSMAR BETAZZI ; BORGES, ANDRE PINZ ; RIBEIRO, RICHARDSON ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON EMILIO ; AVILA, BRAULIO COELHO . Towards an optimal driving trains in single line using crossing loops. In: 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2011, Laussane. Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design (CSCWD). p. 772. (Arquivo em PDF)
DORDAL, OSMAR B. ; BORGES, ANDRE P. ; RIBEIRO, RICHARDSON ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON E. ; AVILA, BRAULIO C. . Strong reduction in fuel consumption driving trains in bi-directional single line using crossing loops. In: 2011 IEEE International Conference on Systems, Man and Cybernetics SMC, 2011, Anchorage. 2011 IEEE International Conference on Systems, Man, and Cybernetics. p. 1597. (Arquivo em PDF)
BORGES, A. P. ; DORDAL, O. ; ENEMBRECK, F. ; FAVARIM, F. ; BARBOSA, M. A. C. ; ROCHA, F. R. L. ; LINARES, K. S. C. ; RIBEIRO. R. . Um Modelo de Aprendizagem Baseado em Agentes Inteligentes: Um estudo de caso em processos avícolas. In: XXXVII Conferencia Latinoamericana de Informática, 2011, Quito. Procedings of XXXVII Conferencia Latinoamericana de Informática, 2011. (Arquivo em PDF)
RIBEIRO, RICHARDSON ; BORGES, ANDRE P. ; KOERICH, ALESSANDRO L. ; SCALABRIN, EDSON E. ; ENEMBRECK, FABRICIO . A strategy for converging dynamic action policies. In: 2009 IEEE Symposium on Intelligent Agents (IA), 2009, Nashville. 2009 IEEE Symposium on Intelligent Agents. v. X. p. 136-6. (Arquivo em PDF)
BORGES, ANDRE PINZ ; RIBEIRO, RICHARDSON ; AVILA, BRAULIO C. ; ENEMBRECK, FABRICIO ; SCALABRIN, EDSON E. . A learning agent to help drive vehicles. In: , 2009, Santiago. . p. 282-287. (Arquivo em PDF)
BORGES, A. P. ; RIBEIRO. R. ; LEITE, A. R. ; DORDAL, O. ; GIACOMET, B. ; ÁVILA, Bráulio Coelho ; ENEMBRECK, F. ; SCALABRIN, Edson Emílio . Uma Arquitetura de Aprendizagem para a Condução Automática de Veículos. In: XXXV Latin American Informatics Conference, 2009, Pelotas. XXXV Latin American Informatics Conference, 2009. (Arquivo em PDF)
RIBEIRO. R. ; RONSZCKA, A. F. ; BORGES, A. P. ; ENEMBRECK, F. . Otimização dos Parâmetros de Aprendizagem para a Coordenação dos Agentes em Algoritmos de Enxames. In: Simpósio de Computação Aplicada (SCA 2009), 2009, Passo Fundo. Procedings of Simpósio de Computação Aplicada, 2009. (Arquivo em PDF)
RIBEIRO, RICHARDSON ; BORGES, ANDRÉ P. ; ENEMBRECK, FABRICIO . Interaction Models for Multiagent Reinforcement Learning. In: , 2008, Vienna. . p. 464. (Arquivo em PDF)
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