Eduardo C. Simões

Kernel-based hard clustering methods with kernelization of the metric and automatic weighting of the variables

Marcelo R.P. Ferreira, Francisco de A.T. de Carvalho, Eduardo C. Simões · Pattern Recognition · 2015 · 28 citations

Document Clustering, Engineering, Machine Learning +10

Fuzzy clustering of interval-valued data with City-Block and Hausdorff distances

Francisco de A.T. de Carvalho, Eduardo C. Simões · Neurocomputing · 2017 · 26 citations

Fuzzy Logic, Engineering, Fuzzy Computing +8

Gaussian kernel fuzzy c-means with width parameter computation and regularization

Eduardo C. Simões, Francisco de A.T. de Carvalho · Pattern Recognition · 2023 · 21 citations · Full text

Batch SOM algorithms for interval-valued data with automatic weighting of the variables

Francisco de A.T. de Carvalho, Patrice Bertrand, Eduardo C. Simões · Neurocomputing · 2015 · 19 citations

Mathematical Programming, Engineering, Machine Learning +10

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 et al. · Pattern Recognition · 2018 · 14 citations

Cluster Computing, Engineering, Machine Learning +10