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Number of items: 22.

Article

Silla Jr, Carlos N. and Koerich, A.L. and Kaestner, Celso A.A. (2008) A Machine Learning Approach to Automatic Music Genre Classification. Journal of the Brazilian Computer Society, 14 (3). pp. 7-18. ISSN 0104-6500.

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Book section

Pappa, G.L. and Freitas, A.A. and Kaestner, Celso A.A. (2004) Multi-Objective Algorithms for Attribute Selection in Data Mining. In: Coello, C.A. Coello and Lamont, G.B., eds. Applications of Multi-Objective Evolutionary Algorithms. World Scientific, pp. 603-626. ISBN 981-256-106-4. The full text of this publication is not available from this repository.

Conference or workshop item

Silla Jr, Carlos N. and Koerich, A.L. and Kaestner, Celso A.A. (2008) Feature Selection in Automatic Music Genre Classification. In: Tenth IEEE International Symposium on Multimedia.

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Silla Jr, Carlos N. and Koerich, A.L. and Kaestner, Celso A.A. (2008) The Latin Music Database. In: Proceedings of the 9th International Conference on Music Information Retrieval.

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Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, A.L. (2007) Automatic Music Genre Classification Using Ensemble of Classifiers. In: IEEE International Conference on Systems, Man, and Cybernetics, OCT 07-10, 2007, Montreal, Cook Islands.

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Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, A.L. (2007) The Latin Music Database: Uma Base de Dados Para a Classificacao Automatica de Generos Musicais. In: 11th Brazilian Symposium on Computer Music.

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Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, A.L. (2006) Time-Space Ensemble Strategies for Automatic Music Genre Classification. In: Advances in Artificial Intelligence - IBERAMIA-SBIA 2006. The full text of this publication is not available from this repository.

Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, A.L. (2006) Automatic Genre Classification of Latin Music Using Ensemble of Classifiers. In: Anais do XXVI Congresso da Sociedade Brasileira de Computação - XXXIII Seminário Integrado de Software e Hardware.

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Strunk, Jan and Silla Jr, Carlos N. and Kaestner, Celso A.A. (2006) A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese. In: Computational Linguistics and Intelligent Text Processing.

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Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, A.L. (2005) Classificacao Automatica de Generos Musicais Utilizando Metodos de Bagging e Boosting. In: 10th Brazilian Symposium on Computer Music.

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Silla Jr, Carlos N. and Pappa, G.L. and Freitas, A.A. and Kaestner, Celso A.A. (2004) Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. In: Lemaitre, C. and Reyes, C.A. and Gonzalez, J.A., eds. Lecture Notes in Computer Science. Lecture Notes in Computer Science, 3315. Springer pp. 305-314. ISBN 3-540-23806-9. The full text of this publication is not available from this repository.

Rino, Lucia H.M. and Pardo, Thiago A.S. and Silla Jr, Carlos N. and Kaestner, Celso A.A. and Pombo, Michael (2004) A Comparison of Automatic Summarizers of Texts in Brazilian Portuguese. In: Advances in Artificial Intelligence � SBIA 2004, Sep 29-Oct 01, 2004, Sao Luis, Brazil.

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Silla Jr, Carlos N. and Kaestner, Celso A.A. (2004) An Analysis of Sentence Boundary Detection Systems for English and Portuguese Documents. In: Computational Linguistics and Intelligent Text Processing. Lecture Notes in Computer Science, 2945. Springer pp. 135-141. ISBN 3-540-21006-7.

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Silla Jr, Carlos N. and Kaestner, Celso A.A. and Freitas, A.A. (2003) A non-linear topic detection method for text summarization using Wordnet. In: Proc. I Workshop em Tecnologia da Informacao e Linguagem Humana, Oct 2003, Brazil. The full text of this publication is not available from this repository.

Neto, J.L. and Freitas, A.A. and Kaestner, Celso A.A. (2003) Automatic text summarization using a machine learning approach. In: Bittencourt, G. and Ramalho, G.L., eds. Advances in Artificial Intelligence. Lecture Notes in Computer Science. Springer-Verlag pp. 205-215. ISBN 978-3-540-00124-9. The full text of this publication is not available from this repository.

Pappa, G.L. and Freitas, A.A. and Kaestner, Celso A.A. (2002) A multiobjective genetic algorithm for attribute selection. In: Proc. 4th Int. Conf. on Recent Advances in Soft Computing (RASC-2002), 12 & 13 December 2002 , Nottingham, United Kingdom. The full text of this publication is not available from this repository.

Pappa, G.L and Freitas, A.A. and Kaestner, Celso A.A. (2002) Attribute Selection with a Multiobjective Genetic Algorithm. In: Bittencourt, G. and Ramalho, G.L., eds. Advances in Artificial Intelligence. Lecture Notes in Artificial Intelligence 2507, 1. Springer-Verlag, Berlin pp. 280-290. ISBN 3540001247. The full text of this publication is not available from this repository.

Neto, J.L. and Santos, A.D. and Kaestner, Celso A.A. and Freitas, A.A. (2000) Generating Text Summaries through the Relative Importance of Topics. In: Proc. Int. Joint Conf. IBERAMIA-2000 (7th Ibero-American Conf. on Artif. Intel.) and SBIA-2000 (15th Brazilian Symp. on Artif. Intel.). Lecture Notes in Artificial Intelligence, 1952. Springer-Verlag, Atibaia, SP, Brazil pp. 301-309. ISBN 3-540-41276-X. The full text of this publication is not available from this repository.

Neto, J.L. and Santos, A.D. and Kaestner, Celso A.A. and Freitas, A.A. and Nievola, J.C. (2000) A Trainable Algorithm for Summarizing News Stories. In: Proc. PKDD'2000 Workshop on Machine Learning and Textual Information Access.

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Neto, J.L. and Santos, A.D. and Kaestner, Celso A.A. and Freitas, A.A. (2000) The integrated data mining tool MineKit and a case study of its application on video shop data. In: Proc. 2nd Int. ICSC Symp. on Engineering of Intelligent Systems (EIS-2000).

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Neto, J. Larocca and Santos, A.D. and Kaestner, Celso A.A. and Freitas, A.A. (2000) Document Clustering and Text Summarization. In: Proceedings of the 4th International Conference Practical Applications of Knowledge Discovery and Data Mining (PADD-2000), April 11-13, 2000, London. The full text of this publication is not available from this repository.

Fertig, C.S. and Freitas, A.A. and Arruda, L.V.R. and Kaestner, Celso A.A. (1999) A Fuzzy Beam-Search Rule Induction Algorithm. In: Zytkow, J. and Rauch, J., eds. Principles of Data Mining and Knowledge Discovery (Proc 3rd European Conf - PKDD-99). Lecture Notes in Computer Science, 1704. Springer-Verlag, Berlin pp. 341-347. ISBN 3-540-66490-4. The full text of this publication is not available from this repository.

This list was generated on Wed Jun 19 20:56:21 2013 BST.