Thiago F. Covoes

Publication Activity (10 Years)

Years Active: 2005-2018
Publications (10 Years): 2

Top Topics

Gaussian Mixture

Constrained Clustering

Unsupervised Learning

Pairwise Constraints

Top Venues

IEEE Congress on Evolutionary Computation

IEEE Trans. Neural Networks Learn. Syst.

J. Inf. Data Manag.

Publications

Thiago F. Covoes, Eduardo R. Hruschka
Classification with Multi-Modal Classes Using Evolutionary Algorithms and Constrained Clustering. CEC (2018)
Thiago F. Covoes, Eduardo Raul Hruschka, Joydeep Ghosh
Evolving Gaussian Mixture Models with Splitting and Merging Mutation Operators. Evol. Comput. 24 (2) (2016)
Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh
A study of K-Means-based algorithms for constrained clustering. Intell. Data Anal. 17 (3) (2013)
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) (2013)
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)
Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh
Competitive Learning With Pairwise Constraints. IEEE Trans. Neural Networks Learn. Syst. 24 (1) (2013)
Davidson M. Sestaro, Thiago F. Covoes, Eduardo R. Hruschka
A Semi-supervised Approach to Estimate the Number of Clusters per Class. SBRN (2012)
Thiago F. Covoes, Eduardo R. Hruschka
Splitting and Merging Gaussian Mixture Model Components: An Evolutionary Approach. ICMLA (1) (2011)
Thiago F. Covoes, Eduardo R. Hruschka
Towards improving cluster-based feature selection with a simplified silhouette filter. Inf. Sci. 181 (18) (2011)
Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello
Fuzzy Clustering-Based Filter. IPMU (1) (2010)
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)
Thiago F. Covoes, Eduardo R. Hruschka, Leandro Nunes de Castro, Átila M. Santos
A Cluster-Based Feature Selection Approach. HAIS (2009)
Thiago F. Covoes, Eduardo R. Hruschka
An Experimental Study on Unsupervised Clustering-Based Feature Selection Methods. ISDA (2009)
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) (2006)
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)
Eduardo R. Hruschka, Thiago F. Covoes
Feature Selection for Cluster Analysis: an Approach Based on the Simplified Silhouette Criterion. CIMCA/IAWTIC (2005)