André L. V. Coelho

EEG signal classification for epilepsy diagnosis via optimum path forest – A systematic assessment

Thiago Nunes, André L. V. Coelho, Clodoaldo A. M. Lima et al. · Neurocomputing · 2014 · 99 citations

Eeg Signal Processing, Diagnosis, Neurophysiological Biomarkers +10

Tackling EEG signal classification with least squares support vector machines: A sensitivity analysis study

Clodoaldo A. M. Lima, André L. V. Coelho, Marcio Eisencraft · Computers in Biology and Medicine · 2010 · 72 citations

Integrating complementary techniques for promoting diversity in classifier ensembles: A systematic study

Diego Silveira Costa Nascimento, André L. V. Coelho, Anne M. P. Canuto · Neurocomputing · 2014 · 65 citations

Classification Method, Systematic Study, Machine Learning +14

Automatic EEG signal classification for epilepsy diagnosis with Relevance Vector Machines

Clodoaldo A. M. Lima, André L. V. Coelho, Sandro Chagas · Expert Systems with Applications · 2009 · 65 citations

Support Vector Machine, Engineering, Data Science +13

Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification

Clodoaldo A. M. Lima, André L. V. Coelho, Fernando J. Von Zuben · Information Sciences · 2007 · 65 citations

Artificial Intelligence, Nonlinear System Identification, Support Vector Machine +10