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Contact:

E mail 1:
ampaes at cos dot ufrj dot br

E mail 2:
alinempaes at gmail dot com


List of Publications at [DBLP, Faceted DBLP, GOOGLEscholar].


Journal Submissions

[1] A. L.  Duboc, A. Paes and G. Zaverucha, “Using the Bottom Clause and Modes Declarations on FOL Theory Revision from Examples.,” in Machine Learning Journal, v. 76, p. 73-109, 2009. [ pdf ]
[2] A. Paes and G. Zaverucha and V. Santos Costa;“ On the Use of Stochastic Local Search in Theory Revision from Examples (submitted).
[3] A. Paes and G. Zaverucha, and V. Santos Costa;“ On the Use of Bottom Clause and Bayes Ball to Make the Revision of Bayesian Logic Programs Feasible (under internal revision).

International Conferences Papers

[1] S. Muggleton and A. Paes and V. Santos Costa and G. Zaverucha;“ Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples. in Inductive Logic Programming, 19th International Conference, ILP 2009, Leuven, Belgium. Proceedings of the Revised Selected Papers (L.  De Raedt, eds.), vol. 5989 of Lecture Notes in Computer Science , pp. 123-130, Springer, 2010. [ pdf ]
[2] A. L.  Duboc, A. Paes and A. Zaverucha, “Using the Bottom Clause and Modes Declarations on FOL Theory Revision from Examples.,” in Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings (F.  Zelezny and N  Lavrac, eds.), vol. 5194 of Lecture Notes in Computer Science , pp. 91-106, Springer, 2008. [ pdf ]
[3] A. Paes, G. Zaverucha and V. Santos Costa, “ Revising First-Order Logic Theories from Examples Through Stochastic Local Search., ” in Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers (H.  Blockeel, J. Ramon, J. W. Shavlik and P.. Tadepalli, eds.), vol.. 4894 of Lecture Notes in Computer Science , pp. 200-210, Springer, 2008. [ pdf ]
[4] A. Paes, F. Zelezny, G. Zaverucha, D. Page and A. Srinivasan, “ ILP Through Propositionalization and Stochastic k-Term DNF Learning., ” in Inductive Logic Programming, 16th International Conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers (S.  Muggleton, R. Otero and A. Tamaddoni-Nezhad, eds.), vol.. 4455 of Lecture Notes in Computer Science , pp. 379-393, Springer, 2007. [ pdf ]
[5] A. Paes, K. Revoredo, G. Zaverucha and V. S.  Costa, “ PFORTE: Revising Probabilistic FOL Theories., ” in Advances in Artificial Intelligence - IBERAMIA-SBIA 2006, 2nd International Joint Conference, 10th Ibero-American Conference on AI, 18th Brazilian AI Symposium, Ribeirao Preto, Brazil, October 23-27, 2006, Proceedings (J. S.  Sichman, H.  Coelho and S.   O.  Rezende, eds.), vol.. 4140 of Lecture Notes in Computer Science , pp. 441-450, Springer, 2006. [ pdf ]
[6] A. Paes, K. Revoredo, G. Zaverucha and V. S.  Costa, “ Probabilistic First-Order Theory Revision from Examples., ” in Inductive Logic Programming, 15th International Conference, ILP 2005, Bonn, Germany, August 10-13, 2005, Proceedings (S.  Kramer, B. Pfahringer, eds.), vol.. 3625 of Lecture Notes in Computer Science , pp. 295-311, Springer, 2005. [ pdf ]

Brazilian Conferences Papers

[1] R. Pereira, E. Couto, G. Niedu, A. Paes and G. Zaverucha, “ Busca Direcionada a Modos na Adicao de Antecedentes por Descoberta de Caminhos Relacionais em Revisao de Teorias de Primeira-ordem a partir de Exemplos., ” in XXX Jornada de Iniciacao Cientifica da UFRJ, 2008, Rio de Janeiro, Brazil. [ pdf ]
[2] E. Couto, R. Pereira, G. Niedu, A. Paes and G. Zaverucha, “ Busca Direcionada a Modos na Adicao de Antecedentes Hill-Climbing em Revisao de Teorias de Primeira-ordem a partir de Exemplos., ” in XXX Jornada de Iniciacao Cientifica da UFRJ, 2008, Rio de Janeiro, Brazil. [ pdf ]
[3] G. Niedu, R. Pereira, E. Couto, A. Paes and G. Zaverucha, “ Definindo Determinacoes de Predicados em Revisao de Teorias de Primeira-ordem a partir de Exemplos., ” in XXX Jornada de Iniciacao Cientifica da UFRJ, 2008, Rio de Janeiro, Brazil. [ pdf ]
[4] E. Couto, R. Pereira, G. Niedu, A. Paes and G. Zaverucha, “ Busca Direcionada a Modos na Adicao de Antecedentes em Revisao de Teorias de Primeira-ordem a partir de Exemplos., ” in II Workshop on Computational Intelligence (WCI), 2008, Salvador, Brazil. [ pdf ]
[5] A. Paes, G. Zaverucha and V. S.  Costa, “ Revisando Teorias Logicas de Primeira-ordem a partir de Exemplos usando Busca Local Estocastica. ” in VI Encontro Nacional de Inteligencia Artificial, 2007, Rio de Janeiro, Brazil. Best Conference Paperpdf ]
[6] K. Revoredo, A. Paes, G. Zaverucha and V. S.  Costa, “ Combinando Invencao de Predicados e Revisao de Teorias Probabilisticas de primeira-ordem. ” in VI Encontro Nacional de Inteligencia Artificial, 2007, Rio de Janeiro, Brazil. [ pdf ]
[7] A. Paes, K. Revoredo, G. Zaverucha and V. S.  Costa, “ Revisao de Teorias Probabilisticas de Primeira-Ordem.. In: V Encontro Nacional de Inteligencia Artificial. ” in V Encontro Nacional de Inteligencia Artificial (ENIA 2005) / SBC, 2005, São Leopoldo, Brazil . pp. 932-941, SBC, 2005. [ pdf ]
[8] A. Paes, K. Revoredo, G. Zaverucha and V. S.  Costa, “ Comparacao de Funcoes de Avaliacao em Revisao de Teorias Probabilisticas de Primeira-ordem. ” in VII Congresso Brasileiro de Redes Neurais, 2005, Natal, Brazil pdf ]

Extended Abstracts

[1] A. Paes, F. Zelezny, G. Zaverucha, D. Page and A. Srinivasan, “ ILP through Propositionalization and Stochastic k-term DNF Learning. ” in 16th International Conference on Inductive Logic Programming (ILP-06), 2006, Santiago de Compostela. Short Paper Preceedings of the 16th International Conference on Inductive Logic Programming (ILP-06). p. 164-168, Coruna : UDC Press, 2006. [ pdf ]
[2] K. Revoredo, A. Paes, G. Zaverucha and V. S.  Costa, “ Combining Predicate Invention and Revision of Probabilistic FOL theories. ” in 16th International Conference on Inductive Logic Programming (ILP 2006), 2006, Santiago de Compostela. Short Paper Preceedings of the 16th International Conference on Inductive Logic Programming (ILP-06). pp. 176-178, Coruna : UDC Press Service, 2006. [ pdf ]
[3] A. Paes, K. Revoredo, G. Zaverucha and V. S.  Costa, “ Further Results of Probabilistic First-Order Revision of Theories from Examples. ” in 4th Workshop on Multi-Relational Data Mining / The Eleventh ACM SIGKDD International Conference on Knowledge Discovery, 2005, Chicago. Proceedings of the 4th Workshop on Multi-Relational Data Mining / The Eleventh ACM SIGKDD International Conference on Knowledge Discovery, p. 59, 2005. [ pdf ]