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Number of items: 23.
Article
Silla Jr, Carlos N. and Koerich, Alessandro L. and Kaestner, Celso A.A. (2009) A Feature Selection Approach for Automatic Music Genre Classification. International Journal of Semantic Computing, 3 (2). pp. 182-196. (doi:https://doi.org/10.1142/S1793351X09000719) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Silla Jr, Carlos N. and Koerich, Alessandro 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. (Full text available) |
Book section
Pappa, Gisele L. and Freitas, Alex A. and Kaestner, Celso A.A. (2004) Multi-Objective Algorithms for Attribute Selection in Data Mining. In: Coello, C.A. Coello and Lamont, Gary, 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 currently available from this repository. You may be able to access a copy if URLs are provided) |
Conference or workshop item
Silla Jr, Carlos N. and Koerich, Alessandro L. and Kaestner, Celso A.A. (2008) Feature Selection in Automatic Music Genre Classification. In: Tenth IEEE International Symposium on Multimedia. pp. 39-44. (doi:https://doi.org/10.1109/ISM.2008.54) (Full text available) |
Silla Jr, Carlos N. and Koerich, Alessandro L. and Kaestner, Celso A.A. (2008) The Latin Music Database. In: Proceedings of the 9th International Conference on Music Information Retrieval. Lulu.com pp. 451-456. (Full text available) |
Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, Alessandro L. (2007) Automatic Music Genre Classification Using Ensemble of Classifiers. In: IEEE International Conference on Systems, Man, and Cybernetics. IEEE, USA pp. 1687-1692. ISBN 978-1-4244-0990-7. (doi:https://doi.org/10.1109/icsmc.2007.4414136) (Full text available) |
Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, Alessandro L. (2007) The Latin Music Database: Uma Base de Dados Para a Classificacao Automatica de Generos Musicais. In: 11th Brazilian Symposium on Computer Music. pp. 167-174. (Full text available) |
Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, Alessandro L. (2006) Time-Space Ensemble Strategies for Automatic Music Genre Classification. In: Advances in Artificial Intelligence - IBERAMIA-SBIA 2006. Advances in Artificial Intelligence - IBERAMIA-SBIA 2006. Lecture Notes in Computer Science, 4140. Springer, Berlin, Germany pp. 339-348. ISBN 3-540-45462-4. (doi:https://doi.org/10.1007/11874850<sub>3</sub>8) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, Alessandro 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. Brazilian Computer Society (Full text available) |
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. Lecture Notes in Computer Science, 3878. Springer pp. 132-143. (doi:https://doi.org/10.1007/11671299) (Full text available) |
Silla Jr, Carlos N. and Kaestner, Celso A.A. and Koerich, Alessandro L. (2005) Classificacao Automatica de Generos Musicais Utilizando Metodos de Bagging e Boosting. In: 10th Brazilian Symposium on Computer Music. pp. 48-57. (Full text available) |
Silla Jr, Carlos N. and Pappa, Gisele L. and Freitas, Alex A. and Kaestner, Celso A.A. (2004) Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. In: Lemaitre, Christian and Reyes, Carlos A. and Gonzalez, Jesus A., eds. 9th Ibero-American Conference on Artifical Intelligence. Lecture Notes in Computer Science, 3315. Springer pp. 305-314. ISBN 3-540-23806-9. (doi:https://doi.org/10.1007/b102591) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
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: 17th Brazilian Symposium on Artificial Intelligence. Lecture Notes in Artificial Intelligence, 3171. Springer pp. 235-244. ISBN 3-540-23237-0. (doi:https://doi.org/10.1007/b100195) (Full text available) |
Silla Jr, Carlos N. and Kaestner, Celso A.A. (2004) An Analysis of Sentence Boundary Detection Systems for English and Portuguese Documents. In: Fifth International Conference on Intelligent Text Processing and Computational Linguistics. Lecture Notes in Computer Science, 2945. Springer pp. 135-141. ISBN 3-540-21006-7. (doi:https://doi.org/10.1007/b95558) (Full text available) |
Silla Jr, Carlos N. and Kaestner, Celso A.A. and Freitas, Alex A. (2003) A non-linear topic detection method for text summarization using Wordnet. In: Nunes, Maria da Graça Volpes and Aluisio, S.M. and Oliveira, L.H.M. and Teles, J.A., eds. Proc. I Workshop em Tecnologia da Informacao e Linguagem Humana. ICMC-USP, Brazil (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Neto, Joel Larocca and Freitas, Alex A. and Kaestner, Celso A.A. (2003) Automatic text summarization using a machine learning approach. In: Bittencourt, Guilherme and Ramalho, Geber L., eds. Proc. 16th Brazilian Symposium on Artificial Intelligence (SBIA-2002). Lecture Notes in Artificial Intelligence 2507. Lecture Notes in Computer Science. Springer-Verlag pp. 205-215. ISBN 978-3-540-00124-9. (doi:https://doi.org/10.1007/3-540-36127-8_20) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Pappa, Gisele L. and Freitas, Alex A. and Kaestner, Celso A.A. (2002) A multiobjective genetic algorithm for attribute selection. In: Lofti, A. and Garibaldi, J. and John, R., eds. Proc. 4th Int. Conf. on Recent Advances in Soft Computing (RASC-2002). Nottingham Trent University pp. 116-121. ISBN 1-84233-076-4. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Pappa, Gisele L. and Freitas, Alex A. and Kaestner, Celso A.A. (2002) Attribute Selection with a Multiobjective Genetic Algorithm. In: Bittencourt, Guilherme and Ramalho, Geber L., eds. Proc. 16th Brazilian Symp. on Artificial Intelligence (SBIA-2002). Lecture Notes in Artificial Intelligence 2507, 1. Springer-Verlag, Berlin pp. 280-290. ISBN 3-540-00124-7. (doi:https://doi.org/10.1007/3-540-36127-8_27) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Neto, Joel Larocca and Santos, Alexandre D. and Kaestner, Celso A.A. and Freitas, Alex A. (2000) Generating Text Summaries through the Relative Importance of Topics. In: Advances in Artificial Intelligence. 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 currently available from this repository. You may be able to access a copy if URLs are provided) |
Neto, Joel Larocca and Santos, Alexandre D. and Kaestner, Celso A.A. and Freitas, Alex A. and Nievola, Julio C. (2000) A Trainable Algorithm for Summarizing News Stories. In: Zaragoza, H. and Gallinari, P. and Rajman, M., eds. Proc. PKDD'2000 Workshop on Machine Learning and Textual Information Access. , Lyon, France (Full text available) |
Neto, Joel Larocca and Santos, Alexandre D. and Kaestner, Celso A.A. and Freitas, Alex A. (2000) The integrated data mining tool MineKit and a case study of its application on video shop data. In: Fyfe, Colin, ed. Proc. 2nd Int. ICSC Symp. on Engineering of Intelligent Systems (EIS-2000). ICSC Academic Press, Scotland ISBN 3-906454-21-5. (Full text available) |
Neto, Joel Larocca and Santos, Alexandre D. and Kaestner, Celso A.A. and Freitas, Alex A. (2000) Document Clustering and Text Summarization. In: Mackin, N., ed. Proceedings of the 4th International Conference Practical Applications of Knowledge Discovery and Data Mining (PADD-2000). The Practical Application Company, London pp. 41-55. ISBN 1-902426-08-8. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Fertig, Cristina S. and Freitas, Alex A. and Arruda, Lucia V. R. and Kaestner, Celso A.A. (1999) A Fuzzy Beam-Search Rule Induction Algorithm. In: 3rd European Conference on Principles of Data Mining and Knowledge Discovery in Databases (Proc 3rd European Conf - PKDD-99), Sep 15-18, 1999, Prague, Czech Republic. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |