Publications

E. R. Fernandes and R. L. Milidiú. Entropy-Guided Feature Generation for Large Margin Structured Learning. In: Monografias em Ciência da Computação do Departamento de Informática da PUC-Rio. Number: 16/11. 16 p. Rio de Janeiro, 2011.

E. R. Fernandes and U. Brefeld. Learning from Partially Annotated Sequences. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Athens, Greece, 2010.

E. R. Fernandes, R. L. Mildiú and R. P. Rentería. RelHunter: a machine learning method for relation extraction from text. Journal of the Brazilian Computer Society, v. 16, p. 191-199. Springer London, 2010.

E. R. Fernandes, C. E. M. Crestana and R. L. Milidiú. Hedge Detection Using the RelHunter Approach. In: Proceedings of the Fourteenth Conference on Computational Natural Language Learning (CoNLL), Uppsala. Pages: 64-69. ACL, 2010.

E. R. Fernandes, C. N. dos Santos and R. L. Milidiú. A Machine Learning Approach to Portuguese Clause Identification. In: Proceedings of the International Conference on Computational Processing of Portuguese Language (PROPOR), Porto Alegre, 2010.

C. N. dos Santos, R. L. Milidiú, C. E. M. Crestana and E. R. Fernandes. ETL Ensembles for Chunking, NER and SRL. In: Proceedings of the 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), Iasi, Romania, 2010.

E. R. Fernandes, B. A. Pires, C. N. dos Santos and R. L. Milidiú. Clause Identification using Entropy Guided Transformation Learning. In: Proceedings of the 7th Brazilian Symposium in Information and Human Language Technology (STIL), São Carlos, 2009.

E. R. Fernandes, R. L. Milidiú and C. N. dos Santos. Portuguese Language Processing Service. In: Proceedings of the Web in Ibero-America Alternate Track of the 18th International World Wide Web Conference (WWW), Madrid, 2009.

E. R. Fernandes and C. C. Ribeiro. A multistart constructive heuristic for sequencing by hybridization using adaptive memory. In: Proceedings of the 2nd Brazilian Symposium on Graphs, Algorithms, and Combinatorics, 2005, Angra dos Reis. Electronic Notes in Discrete Mathematics. v. 19. p. 41-47.

E. R. Fernandes and C. C. Ribeiro. Using an Adaptive Memory Strategy to Improve a Multistart Heuristic for Sequencing by Hybridization. In: Proceedings of the 4th International Workshop on Efficient and Experimental Algorithms, 2005, Santorini Island. Lecture Notes in Computer Science, 2005. v. 3503. p. 4-15.