Alneu de Andrade Lopes

Recent Publications

ARTICLES

BERTINI, J. ; ZHAO, L. ; LOPES, Alneu de Andrade. Partially Labeled Data Stream Classification with the Semi-Supervised K-Associated Graph. Journal of the Brazilian Computer Society, 2012. [pdf] [bib] [DOI]

MARTINS, R.M.; ANDERY, G.; HEBERLE, H.; PAULOVICH, F.V.; LOPES, Alneu de Andrade; PEDRINI,H.; MINGHIM, R. Multidimensional Projections for Visual Analysis of Social Networks. Journal of Computer Science and Technology, 27(4): 791–810 2012. [pdf] [DOI]

BERTINI, J.; ZHAO, L.; MOTTA, R.; LOPES, Alneu de Andrade. A Nonparametric classification method based on K-associated graphs. Information Sciences V. 181, N. 24, p. 5435-5456, 2011.[pdf] [bib] [DOI]

PINHO,R.; OLIVEIRA, M. C.; LOPES, Alneu de Andrade. An incremental space to visualize dynamic data sets. Multimedia Tools and Applications, V. 50, N.3, p. 533-562, 2010. [pdf] [bib][DOI]

LOPES, Alneu de Andrade; PINHO. R.; PAULOVICH, F. V. ; MINGHIM, R. Visual text mining using association rules. Computers & Graphics, V. 31, p. 316-326,2007. [pdf] [bib] [DOI]

FULL PAPERS

ROSSI, R., Faleiros, T., Rezende, S.; Lopes, A.A. Inductive Model Generation for Text Categorization using a Bipartite Heterogeneous Network. ICDM 2012, IEEE International Conference on Data Mining. (to appear)

VALVERDE-REBAZA, J.; LOPES, A.A. Link prediction in complex networks based on cluster information, in Advances in Artificial Intelligence - SBIA 2012, ser. Lecture Notes in Computer Science, L. Barros, M. Finger, A. Pozo, G. Gimenz-Lugo, and M. Castilho, Eds. Springer Berlin Heidelberg, 2012, pp. 92–101. Available: [DOI]

FALEIROS, T.P.; Berton, L., LOPES, Alneu de Andrade Exploring Data Classification with K-associated Network. In: 4th International Workshop on Web and Text Intelligence, 2012, Curitiba. [pdf]

CARNEIRO, M.; Rosa, J.L.; Lopes, A.A.; Zhao, L. Classificação de Alto Nível Utilizando Grafo K-associados Ótimo In: 4th International Workshop on Web and Text Intelligence, 2012, Curitiba. [pdf]

BERTON, L.; Lopes, A.A. Informativity-Based Graph: Exploring Mutual kNN and Labeled Vertices for Semi-Supervised Learning. In 4th International Conference on Computational Aspects of Social Networks (CASoN 2012) (to appear)

VALVERDE-REBAZA, J.; Lopes, A.A. Structural Link Prediction Using Communities Information on Twitter. In 4th International Conference on Computational Aspects of Social Networks (CASoN 2012) (to appear)

MURRUGARRA-LLERENA, N.; LOPES, Alneu de Andrade. A Graph-Based Bagging. In Collective Learning and Inference on Structured Data (ECML-COLISD 2011). Athenas, Greece, 2011, p. 1-11.[pdf] [bib] [URL]

MURRUGARRA-LLERENA, N.; LOPES, Alneu de Andrade. An Adaptive Graph-Based K-Nearest Neighbor. In Collective Learning and Inference on Structured Data (ECML-COLISD 2011, Poster Presentation). Athenas, Greece, 2011, p. 1-11.[pdf] [bib] [URL]

JUNIO, B. ; MOTTA, R.; LOPES, Alneu de Andrade. Detecção de Autores Duplicados Utilizando Estrutura de Comunidades em Redes de Cooperação Científica. In: VIII Encontro Nacional de Inteligência Artificial - ENIA, 2011, Natal. Proceedings of the VIII Encontro Nacional de Inteligência Artificial (ENIA), 2011. p. 335-345.

LAGUNA, V.; LOPES, Alneu de Andrade. Combining Local and Global KNN with Cotraining. In: ECAI 2010 - 19th European Conference on Artificial Intelligence, V. 215, IOS Press Netherlands. p. 815-820.[pdf] [bib][DOI]

BERTINI, J.;LOPES, Alneu de Andrade; MOTTA, R.; ZHAO, L. Online Classifier Based on the Optimal K-associated Network. In 3rd International Workshop on Web and Text Intelligence, 2010, São Bernardo do Campo, Brazil, 2010, p. 826-835. [pdf][bib]

PINHO, R.; LOPES, Alneu de Andrade; OLIVEIRA, M. C. Incremental Board: A Grid-based Space for Visualizing Dynamic Data Sets In: 24th Annual ACM Symposium on Applied Computing - Multimedia and Visualization Track, 2009, Honolulu. 24th Annual ACM Symposium on Applied Computing, 2009. p. 1-8. (Best paper award in the Information System Theme).[pdf] [bib] [DOI]

LOPES, Alneu de Andrade; BERTINI, J.; MOTTA, R.; ZHAO, L. Classification Based on the Optimal K-Associated Network. In Akan, O., Bellavista, P., Cao, J., Dressler, F., Ferrari, D., Gerla, M., Kobayashi, H., Palazzo, S., Sahni, S., Shen, X. S., Stan, M., Xiaohua, J., Zomaya, A., Coulson, G., and Zhou, J., editors, Complex Sciences, volume 4 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. Springer Berlin Heidelberg, 2009, p.1167-1177.. [pdf][bib] [DOI]

ANDERY, G.; LOPES, Alneu de Andrade; MINGHIM, R. Exploração visual multidimensional de redes sociais. In: 2nd International Workshop on Web and Text Intelligence, 2009, São Carlos. Proc of the 2nd International Workshop on Web and Text Intelligence, 2009. p. 1-9. [pdf]

MOTTA, R.; LOPES, Alneu de Andrade; OLIVEIRA, M.C. Centrality Measures from Complex Networks in Active Learning. In: The Twelfth International Conference on Discovery Science (DS09), 2009, Porto, Portugal. Proceedings of the 12th International Conference on Discovery Science (DS09). Berlim: Springer-Verlag, 2009. p. 1-14. [pdf] [bib] [DOI]

ALMEIDA, L.; LOPES, Alneu de Andrade. An Ultra-Fast Modularity-Based Graph Clustering Algorithm. In: Fourteenth Portuguese Conference on Artificial Intelligence - Web and Network Intelligence Track, 2009, Aveiro, Portugal. Local Proc of the EPIA-2009, 2009. p. 1-9. [pdf] [bib]

ÁLVAREZ, A. C.; LOPES, Alneu de Andrade. Information Extraction from Tagged Bibliographical References. In: 2n International Workshop on Web and Text Intelligence, 2009, São Carlos. Proc of the 2nd International Workshop on Web and Text Intelligence, 2009. p. 1-9. [pdf]

FELIZARDO, K.; MARTINS, R. M.; MALDONADO, J. C.; LOPES, Alneu de Andrade; MINGHIM, R. Content Based Visual Mining of Document Collections Using Ontologies. In: 2nd International Workshop on Web and Text Intelligence, 2009, São Carlos. Proc of the 2nd International Workshop on Web and Text Intelligence, 2009. p. 1-8. [pdf] [bib]

LAGUNA, V.; LOPES, Alneu de Andrade. A Multi-view Approach for Semi-Supervised Scientific Paper Classification. In: XXIV SBBD- V WORKSHOP EM ALGORITMOS E APLICAÇÕES DE MINERAÇÃO DE DADOS, 2009, Fortaleza - Brazil. Proc. V WAAMD, 2009. p. 1-10. [pdf] [bib]

MOTTA, R.; ALMEIDA, L.; LOPES, Alneu de Andrade. Redes probabilísticas baseadas em similaridade na exploração de comunidades. In: Web and Text Intelligence (SBIA-WTI 2008), 2008, Salvador. Web and Text Intelligence, 2008. p. 11-18. [pdf] [bib]

MOTTA, R.; LOPES, Alneu de Andrade. Rede complexa probabilística baseada em similaridade na classificação de dados com ruídos. In: Web and Text Intelligence (SBIA-WTI 2008), 2008, Salvador. Web and Text Intelligence, 2008. p. 75-82. [pdf] [bib]

LOPES, Alneu de Andrade; MINGHIM, R.; MELO, V.; PAULOVICH, F. V. Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. In: SPIE - Conference on Visualization and Data Analysis, 2006, San Jose. Proc. SPIE, Vol. 6060, 60600T (2006), 2006. v. 6060.p. 01-12. [pdf][bib][DOI]

MINGHIM, R.; PAULOVICH, F. V.; LOPES, Alneu de Andrade. Content-based text mapping using multi-dimensional projections for exploration of document collections. In: SPIE - Conference on Visualization and Data Analysis, 2006, San Jose. Proc. SPIE, Vol. 6060, 60600S (2006), 2006. v. 6060. p. 01-12. [pdf][bib][DOI]

Technical Reports

Rossi, Rafael Geraldeli. Rezende, Solange Oliveira. Lopes, Alneu de Andrade. Sistema para extração de informações de artigos científicos - IESYSTEM. São Carlos, ICMC-USP, 2010. 35 p. [pdf]

Pinho, Roberto. Oliveira, Maria Cristina Ferreira de. Minghim, Rosane. Lopes, Alneu de Andrade. Rodrigues, Renato. Rulle-based topic mining to assist user-centered visual exploration of document collections. São Carlos, ICMC-USP, 2009. 15 p. [pdf]

Álvarez, Alberto Cáceres. Lopes, Alneu de Andrade. Extração de informação de referências bibliográficas usando pos-tagging. São Carlos, ICMC-USP, 2006. 70 p. [pdf]

Lopes, Alneu de Andrade. Minghim, Rosane. Melo, Vinicius. Creating interactive document maps through dimensionality reduction and visualization techniques. São Carlos, ICMC-USP, 2005. 14 p. [pdf]

Minghim, Rosane. Paulovsky, Fernando Vieira. Lopes, Alneu de Andrade. Fast content-based visual mapping for interactive exploration of document collections. São Carlos, ICMC-USP, 2005. 15 p. [pdf]