Renato Fernandes Corrêa
 
Researcher in Neural Networks, Text Mining and Information Retrieval.

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Short Biography

Renato Fernandes Corrêa received the B.S. degree in Computer Science in 2000 from Federal University of Viçosa, Brazil. He received the M.S. degree in Computer Science in 2002 from Federal University of Pernambuco, Brazil. From 2002 to 2007, he was a Visiting Professor at Polytechnic School at Pernambuco University, Brazil. He received the Ph.D. degree in Computer Science in 2008 from Federal University of Pernambuco, Brazil. Currently, he is Professor of the Information Science Departament at Federal University of Pernambuco.

His research interests include neural networks, text mining, data mining,  and information retrieval systems.

Publications

Journals or Magazines

PINHEIRO, R. H.W. ; CAVALCANTI, G. D.C. ; CORREA, R. F. ; REN, T. I. A global-ranking local feature selection method for text categorization. Expert Systems with Applications, v. 39, n.17, p. 12851-12857, 2012. doi:10.1016/j.eswa.2012.05.008

CORRÊA, R. F.;  LUDERMIR, T . B.  A quickly trainable hybrid SOM-based document organization system. Neurocomputing (Amsterdam),  v.71, p. 3353-3359, 2008.  doi:10.1016/j.neucom.2008.02.021  

CORRÊA, R. F.; LUDERMIR, T. B. Improving Self Organization of Document Collections by Semantic Mapping. Neurocomputing(Amsterdam), v. 70, p. 62-69, 2006. doi:10.1016/j.neucom.2006.07.007

Proceedings

CORRÊA, R. F. ; PINHEIRO, B. F. . Self-organizing maps applied to information retrieval of dissertations and theses from BDTD-UFPE. Proceedings of 2010 Eleventh Brazilian Symposium on Neural Networks (SBRN 2010). Los Alamitos: IEEE Computer Society, 2010. v. 11. p. 31-36. http://dx.doi.org/10.1109/SBRN.2010.14

CORRÊA, R. F. ; LUDERMIR, T. B. Improved Semantic Mapping and SOM applied to Document Organization. Proceedings of the 8th International Conference on Hybrid Intelligent Systems - HIS 2008. Los Alamitos : IEEE Computer Society, 2008, v. 1., p. 284-289.http://doi.ieeecomputersociety.org/10.1109/HIS.2008.107

CORRÊA, R. F.; LUDERMIR, T. B. Semantic Mapping and K-means applied to hybrid SOM-based document organization system construction. Proceedings of the 2008 ACM symposium on Applied computing, 2008, pp.1112-1116.http://doi.acm.org/10.1145/1363686.1363945

CORRÊA, R. F.; LUDERMIR, T. B. Dimensionality Reduction of very large document collections by Semantic. Proceedings of 6th Int. Workshop on Self-Organizing Maps (WSOM), 2007, http://biecoll.ub.uni-bielefeld.de/volltexte/2007/133

CORRÊA, R. F.; LUDERMIR, T. B. A Hybrid SOM-Based Document Organization System. Proceedings of Ninth Brazilian Symposium on Neural Networks (SBRN'06). Los Alamitos : IEEE Computer Society, 2006. doi:10.1109/sbrn.2006.3

CORRÊA, R. F.; LUDERMIR, T. B. Dimensionality Reduction by Semantic Mapping. Proceedings of VIII Symposium on Neural Networks(SBRN 2004), 2004. Los Alamitos : IEEE Computer Society, v.1, 2004.

CORRÊA, R. F.; LUDERMIR, T. B. Web Documents Categorization using Neural Networks. Proceedings of 11th International Conference on Neural Information Processing(ICONIP-2004) . Lectures Notes in Computer Science - ICONIP 2004. Heidelberg (Germany) : Springer-Verlag, 2004. v. 3316. p. 758-763. http://www.springerlink.com/content/1vwxj1xddebagcnl/

CORRÊA, R. F.; LUDERMIR, T. B. Dimensionality Reduction by Semantic Mapping in Text Categorization. Proceedings of 11th International Conference on Neural Information Processing (ICONIP-2004). Lectures Notes in Computer Science - ICONIP 2004. Heidelberg (Alemanha): Springer Verlag, 2004. v. 3316. p. 1032-1037. http://www.springerlink.com/content/184lbbedu27nv1dr/

CORRÊA, R. F.; LUDERMIR, T. B. Automatic text categorization: case study. Proceedings of VII Brazilian Symposium on Neural Networks (SBRN 2002). Los Alamitos : IEEE Computer Society, 2002. p.150. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1181457

CORRÊA, R. F.; LUDERMIR, T. B. Categorização Automática de Documentos: Estudo de Caso. Proceedings of VII Brazilian Symposium on Neural Networks (SBRN 2002). Recife: SBC, 2002. v. 1. p. 17-22. 1 CD-ROM.

PhD Thesis

CORRÊA, R. F. Sistemas Baseados em Mapas Auto-organizáveis para Organização Automática de Documentos Texto. Tese de Doutorado. Centro de Informática da UFPE, Recife, 2008. (In Portuguese) [Download]

Dissertation

CORRÊA, R. F. Categorização de Documentos utilizando Redes Neurais: Análise comparativa com técnicas conexionistas. Dissertação de Mestrado. Centro de Informática da UFPE, Recife, 2002. (In Portuguese) [Download]

Additional Information

My Curriculum Lattes (In Portuguese)

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My Redalyc author page

List of publications from the DBLP Bibliography Server

List of publications from SCEAS system

List of publications from Bibsonomy

List of publications from Scientific Commons 

Site Map

Information Science Resources: links to softwares, researchers and research groups... 

Guide for ResearchersUsefull tools for Researchers: search engines, reference manager, writing tools...

Neural Networks Resource Simulators, Matlab toolboxes, software libraries, links to projects and researchers homepages (WEBSOM, GHSOM, ...)

Data and Text Mining ResourcesKDnuggets, Weka, Tanagra, Orange, GATE, UIAMA, Mallet, Libbow, Rainbow....

Information Retrieval Resources: Lucene, IGLU-Java, Solr, Nutch, links to researchers and research groups...

Text Categorization Datasets: links for download benchmark text categorization datasets.


Other sites 

meliponicurtida.blogspot.com - blog about meliponiculture (in portuguese).

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