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Thiago F. Covoes
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2010 – 2019
- 2018
- [c10]Thiago F. Covoes, Eduardo R. Hruschka:
Classification with Multi-Modal Classes Using Evolutionary Algorithms and Constrained Clustering. CEC 2018: 1-8 - 2016
- [j6]Thiago F. Covoes, Eduardo Raul Hruschka, Joydeep Ghosh:
Evolving Gaussian Mixture Models with Splitting and Merging Mutation Operators. Evol. Comput. 24(2): 293-317 (2016) - 2013
- [j5]Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh:
A study of K-Means-based algorithms for constrained clustering. Intell. Data Anal. 17(3): 485-505 (2013) - [j4]Thiago F. Covoes, Rodrigo C. Barros, Tiago Silva da Silva, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho:
Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning. J. Inf. Data Manag. 4(3): 357-373 (2013) - [j3]Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh:
Competitive Learning With Pairwise Constraints. IEEE Trans. Neural Networks Learn. Syst. 24(1): 164-169 (2013) - [c9]Thiago F. Covoes, Eduardo R. Hruschka:
Unsupervised learning of Gaussian Mixture Models: Evolutionary Create and Eliminate for Expectation Maximization algorithm. IEEE Congress on Evolutionary Computation 2013: 3206-3213 - 2012
- [c8]Davidson M. Sestaro, Thiago F. Covoes, Eduardo R. Hruschka:
A Semi-supervised Approach to Estimate the Number of Clusters per Class. SBRN 2012: 73-78 - 2011
- [j2]Thiago F. Covoes, Eduardo R. Hruschka:
Towards improving cluster-based feature selection with a simplified silhouette filter. Inf. Sci. 181(18): 3766-3782 (2011) - [c7]Thiago F. Covoes, Eduardo R. Hruschka:
Splitting and Merging Gaussian Mixture Model Components: An Evolutionary Approach. ICMLA (1) 2011: 106-111 - 2010
- [c6]Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello:
Fuzzy Clustering-Based Filter. IPMU (1) 2010: 406-415 - [c5]Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka:
A Comparative Study on the Use of Correlation Coefficients for Redundant Feature Elimination. SBRN 2010: 13-18
2000 – 2009
- 2009
- [c4]Thiago F. Covoes, Eduardo R. Hruschka, Leandro Nunes de Castro, Átila M. Santos:
A Cluster-Based Feature Selection Approach. HAIS 2009: 169-176 - [c3]Thiago F. Covoes, Eduardo R. Hruschka:
An Experimental Study on Unsupervised Clustering-Based Feature Selection Methods. ISDA 2009: 993-1000 - 2006
- [j1]Eduardo R. Hruschka, Estevam R. Hruschka Jr., Thiago F. Covoes, Nelson F. F. Ebecken:
Bayesian Feature Selection for Clustering Problems. J. Inf. Knowl. Manag. 5(4): 315-327 (2006) - 2005
- [c2]Eduardo R. Hruschka, Thiago F. Covoes:
Feature Selection for Cluster Analysis: an Approach Based on the Simplified Silhouette Criterion. CIMCA/IAWTIC 2005: 32-38 - [c1]Eduardo R. Hruschka, Thiago F. Covoes, Estevam R. Hruschka Jr., Nelson F. F. Ebecken:
Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian Filter. HIS 2005: 405-410
Coauthor Index
aka: Eduardo Raul Hruschka
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