Publications

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2012

  • Santos, Cícero Nogueira dos; Milidiú, Ruy Luiz. Entropy Guided Transformation Learning: Algorithms and Applications. SpringerBriefs in Computer Science, Springer, 2012. (to appear)
  • Sardinha, Alberto; Milidiú, R. L. Electronic Markets and Multiagent Systems. In: Karim Rezaul (Ed.). Strategic and Pragmatic E-Business: Implications for Future Business Practices. IGI Global Publishing, 2012. (to appear)
  • Fernandes, W. P. D.; Motta, E.; Milidiú, R. L. Entropy-Guided Feature Generation for Structured Learning of Portuguese Dependency Parsing. In: Proceedings of the 10th International Conference on Computational Processing of the Portuguese Language, PROPOR 2012, Coimbra, Portugal, April 17-20, 2012.(to appear)
  • Moret, D.; Breitman, K.; Talavera, J.; Milidiú, R. L.; Viterbo, J.; Amorim, E. Double Dip Map-Reduce for Processing Cross Validation Jobs. In: Proceedings of the 27th Symposium On Applied Computing, ACM-SAC'2012, Riva del Garda (Trento), Italy, 2012.(to appear)
  • Milidiú, Ruy Luiz; Schwabe, D.; Motta, E. N. Active Learning with Bagging for NLP Tasks. In: Proceedings of the Second International Conference on Computer Science, Engineering & Applications, ICCSEA 2012, Delhi,India, 2012. (to appear)

2011

  • Fernandes, W. P. D.; Motta, E.; Milidiú, R. L. Quotation Extraction for Portuguese. Proceedings of the 8th Brazilian Symposium in Information and Human Language Technology, STIL'2011. Cuiabá, 2011. p. 204-208.
  • Francisco Benjamim Filho, Raul Pierre Renteria, and Ruy L. Milidiú. XHITS: Learning to rank in a hyperlinked structure. In: Proceedings of the International Conference on Knowledge Discovery and Information Extraction, KDIR'2011, Paris, France, 2011.
  • Fernandes, W. P. D.; Vilela, P. C. S.; Ferreira, G. C. N.; Asti, P. L.; Crestana, C. E.; Motta, E. N.; Alvim, L. G. M.; Fernandes, E. R.; Milidiu, R. L. Information Extractors for Portuguese Textual Data. Second Workshop of the Brazilian Institute for Web Science Research, 2011.
  • Fernandes, E. R.; Milidiú, R. L. 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.

2010

  • Paulo Gomide, Ruy L. Milidiú. Assessing Stock Market Time Series Predictors Quality Through a Pairs Trading System. In: Proceedings of the XI Brazilian Symposium on Artificial Neural Network - SBRN, São Bernardo do Campo, Brasil, 2010.
  • Eraldo R. Fernandes, Carlos E. M. Crestana, Ruy L. Milidiú. Hedge detection using the RelHunter approach. In: Proceedings of the Fourteenth Conference on Computational Natural Language Learning Shared Task (CoNLL 2010), Uppsala, Sweden, 2010.
  • Eduardo N. Motta, Eraldo R. Fernandes, Ruy L. Milidiú. F-EXT-2.0: A Web Service for Natural Language Processing. In: PROPOR 2010, software demonstration, Porto Alegre, RS, Brazil, April 27-30, 2010.
  • Eraldo R. Fernandes, Cícero N. dos Santos, and Ruy L. Milidiú. A Machine Learning Approach to Portuguese Clause Identification. In: Proceedings of the 9th International Conference on Computational Processing of the Portuguese Language, PROPOR 2010, 55-64, Porto Alegre, Brazil, April 27-30, 2010.
  • Leandro G. M. Alvim, Paula Vilela, Eduardo N. Motta, Ruy L. Milidiú. Sentiment of Financial News: A Natural Language Processing Approach. In: Proceedings of the 1st Workshop on Natural Language Processing Tools Applied to Discourse Analysis in Psychology (2010), Buenos Aires, Argentina, May 10 - 14, 2010.
  • Cícero N. dos Santos, Ruy L. Milidiú, Carlos E. M. Crestana and Eraldo R. Fernandes. ETL Ensembles for Chunking, NER and SRL. In: Proceedings of the 11th International Conference on Intelligent Text Processing and Computational Linguistics, A. Gelbukh (Ed.): CICLing 2010, LNCS 6008, pp. 100 - 112. Springer, Heidelberg (2010).
  • Pedro Henriques dos Santos Teixeira and Ruy L. Milidiú. Data Stream Anomaly Detection through Principal Subspace Tracking. In: Proceedings of the 25th Symposium On Applied Computing, ACM-SAC'2010, Sierre, Switzerland, 2010.
  • Ruy L. Milidiú, Leandro G. M. Alvim, Cícero N. dos Santos. Daily Volume Forecasting Using High-Frequency Predictors. In: Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2010), Innsbruck, Austria, February 15 – 17, 2010.

2009

  • Francisco Benjamim Filho, Raul Pierre Renteria, and Ruy L. Milidiú. XHITS: Multiple roles in a hyperlinked structure. In: Proceedings of the International Conference on Knowledge Discovery and Information Extraction, KDIR'2009, Madeira, Portugal, 2009.
  • Eraldo R. Fernandes, Bernardo A. Pires, Cícero N. dos Santos, and Ruy L. Milidiú. Clause Identification using Entropy Guided Transformation Learning. In: Proceedings of the STIL'2009, São Carlos, 2009.
  • Ruy L. Milidiú, Carlos E. M. Crestana, and Cícero N. dos Santos. A Token Classification Approach to Dependency Parsing. In: Proceedings of the STIL'2009, São Carlos, 2009.
  • Ruy L. Milidiú and Julio C. Duarte. Improving BAS Committee with ETL Voting. In International Conference on Machine Learning and Cybernetics (ICMLC) 2009
  • Cícero N. dos Santos and Ruy L. Milidiú. Entropy Guided Transformation Learning. In: Aboul Ella Hassanien, Ajith Abraham, Athanasios V. Vasilakos, Witold Pedrycz. (Org.). Learning and Approximation: Theoretical Foundations and Applications. Springer, v. 1, 2009.
  • Eraldo R. Fernandes, Ruy L. Milidiú, and Cícero N. dos Santos. Portuguese Language Processing Service. In WWW in Ibero-America Alternate Track of the 19th International World Wide Web Conference. Madrid, April, 2009.
  • Ruy L. Milidiú and Julio C. Duarte. Improving BAS committee performance with a semi-supervised approach. In European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning. Bruges, April, 2009.
  • Ruy L. Milidiú and Julio C. Duarte. Boosting at Start. In IASTED International Conference on Artificial Intelligence and Applications. Innsbruck, February, 2009.

2008

  • Ruy L. Milidiú, Cícero N. dos Santos and Julio C. Duarte. Portuguese Corpus-Based Learning using ETL. Journal of the Brazilian Computer Society, vol.14, n.4, pp. 17-27, 2008.
  • Cícero N. dos Santos, Ruy L. Milidiú and Raúl P. Renteria. Portuguese Part-of-Speech Tagging using Entropy Guided Transformation Learning. In Proceedings of PROPOR 2008, Aveiro, 2008.
  • Ruy L. Milidiú, Cícero N. dos Santos, and Julio C. Duarte. Phrase Chunking using Entropy Guided Transformation Learning. In Proceedings of ACL 2008, Columbus, 2008.

2007

  • Ruy L. Milidiú, Julio C. Duarte, and Cicero N. dos Santos. Evolutionary TBL Template Generation. Journal of the Brazilian Computer Society, v. 13, n. 4, p. 39-50, 2007.
  • Ruy L. Milidiú, Julio C. Duarte, and Cicero N. dos Santos. TBL Template Selection: An Evolutionary Approach, In The Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 2007.
  • Daniela F. Brauner, Marcos A. Casanova, and Ruy L. Milidú. Integration Through an Instance-based Thesauri Mapping Approach. In Clodoveu A. Davis Jr; Antonio M.V.M. Monteiro. (Org.). Advances in Geoinformatics. ISBN 10: 3540734147, ISBN 13: 9783540734130. Heidelberg: Springer, 2007, v.1, p.235-245. Towards Gazetteer.
  • Raul P. Renteria, Ruy L. Milidiú, and Rafael Souza. MKPLS approach: Switching strategies for the non-linear multi-kernel PLSR. In Computational Statistics, Springer, ISSN 0943-4062, Volume 22, Number 2, July, 2007, DOI 10.1007/s00180-007-0040-5, Pages 323-330.
  • Cícero N. dos Santos and Ruy L. Milidiú. Probabilistic Classifications with TBL. Lecture Notes in Computer Science, Springer, ISSN 0302-9734, Volume 4394/2007, Computational Linguistics and Intelligent Processing - CICLing-2007, ISBN-10: 3-540-70938-X, ISBN-13: 978 3-540-70938-1, Pages 196-207. DOI: 10.1007/978-3-540-70939-8.

2006

  • Daniela F. Brauner, Marco A. Casanova, and Ruy L. Milidiú. Towards Gazetteer Integration Through an Instance-based Thesauri Mapping Approach. In GEOINFO. 2006.
  • Ruy L. Milidiú, Julio C. Duarte, and Roberto Cavalcante. Portuguese Named Entity Extraction. In TIL'2006, Ribeirão Preto, 2006.
  • Maria C. Freitas, Julio C. Duarte, Cıcero N. dos Santos, Ruy L. Milidiú, Raul P. Renterıa, and Violeta Quental. A Machine Learning Approach to the Identification of appositives in Lecture Notes in Computer Science, Springer, ISSN 0302-9743, Volume 4140/2006, Advances in Artificial Intelligence - IBERAMIA-SBIA 2006, DOI 10.1007/11874850, 2006, ISBN 978-3-540-45462-5, DOI 10.1007/11874850_35, Pages 309-318.
  • Ruy L. Milidiu, Cicero N. dos Santos, Julio C. Duarte, and Raul P. Renterıa. Semi-supervised Learning for Portuguese Noun Phrase Extraction - Poster. PROPOR 2006, Computational Processing of the Portuguese Language - PROPOR 2006, LNAI 3960, pp. 200–203, 2006.
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