New Bootstrap Applications in Supervised Learning. - Getúlio Jose Amorim Amaral; Marcelo Rodrigo Portela Ferreira (Commun. Stat. Simul. Comput., 2009)

Kernel fuzzy clustering methods based on local adaptive distances. - Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho (FUZZ-IEEE, 2012)

Variable-Wise Kernel-Based Clustering Algorithms for Interval-Valued Data. - Francisco de A. T. de Carvalho; Gibson B. N. Barbosa; Marcelo Rodrigo Portela Ferreira (SBRN, 2012)

Partitioning hard kernel clustering methods based on local adaptive distances. - Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho (SMC, 2012)

A kernel k-means clustering algorithm based on an adaptive Mahalanobis kernel. - Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho (IJCNN, 2014)

Kernel fuzzy c-means with automatic variable weighting. - Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho (Fuzzy Sets Syst., 2014)

Kernel-based hard clustering methods in the feature space with automatic variable weighting. - Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho (Pattern Recognit., 2014)

A Gaussian Kernel-based Clustering Algorithm with Automatic Hyper-parameters Computation. - Francisco de A. T. de Carvalho; Marcelo Rodrigo Portela Ferreira; Eduardo C. Simões (ISNN, 2016)

Kernel-based hard clustering methods with kernelization of the metric and automatic weighting of the variables. - Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho; Eduardo C. Simões (Pattern Recognit., 2016)

A robust regression method based on exponential-type kernel functions. - Francisco de A. T. de Carvalho; Eufrasio de Andrade Lima Neto; Marcelo Rodrigo Portela Ferreira (Neurocomputing, 2017)

Gaussian Kernel-Based Fuzzy Clustering with Automatic Bandwidth Computation. - Francisco de A. T. de Carvalho; Lucas V. C. Santana; Marcelo Rodrigo Portela Ferreira (ICANN (1), 2018)

Gaussian kernel c-means hard clustering algorithms with automated computation of the width hyper-parameters. - Francisco de A. T. de Carvalho; Eduardo C. Simões; Lucas V. C. Santana; Marcelo Rodrigo Portela Ferreira (Pattern Recognit., 2018)

Adaptive- L_2 L 2 Batch Neural Gas. - Nicomedes L. Cavalcanti; Marcelo Rodrigo Portela Ferreira; Francisco de Assis Tenório de Carvalho (ICANN (2), 2019)

Kernel-based Fuzzy Co-clustering in Feature Space with Automated Variable Weighting. - José Nataniel Andrade de Sá; Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho (FUZZ-IEEE, 2022)

Kernel clustering with automatic variable weighting for interval data. - José Nataniel Andrade de Sá; Marcelo Rodrigo Portela Ferreira; Francisco de Assis Tenório de Carvalho (Neurocomputing, 2025)

Fuzzy and Crisp Gaussian Kernel-Based Co-Clustering With Automatic Width Computation. - José Nataniel Andrade de Sá; Marcelo Rodrigo Portela Ferreira; Francisco de A. T. de Carvalho (IEEE Trans. Fuzzy Syst., 2025)