A Linear Semi-infinite Programming Strategy for Constructing Optimal Wavelet Transforms in Multivariate Calibration Problems. - Clarimar José Coelho; Roberto Kawakami Harrop Galvão; Mário César Ugulino de Araújo; Maria Fernanda Pimentel; Edvan Cirino da Silva (J. Chem. Inf. Comput. Sci., 2003)

Comparison of extrasystolic ECG signal classifiers using discrete wavelet transforms. - Tom Froese; Sillas Hadjiloucas; Roberto Kawakami Harrop Galvão; Victor M. Becerra; Clarimar José Coelho (Pattern Recognit. Lett., 2006)

Technical and Fundamental Analysis for the Forecast of Financial Scrip Quotation: An Approach Employing Artificial Neural Networks and Wavelet Transform. - Anderson da Silva Soares; Maria Stela Veludo de Paiva; Clarimar José Coelho (ISNN (3), 2007)

Computer-aided diagnosis in chest radiography for detection of childhood pneumonia. - Leandro Luís Galdino Oliveira; Simonne Almeida e Silva; Luiza Helena Vilela Ribeiro; Renato Maurício de Oliveira; Clarimar José Coelho; Ana Lúcia S. S. Andrade (Int. J. Medical Informatics, 2008)

Multi-Objective Evolutionary Algorithm NSGA-II for Variables Selection in Multivariate Calibration Problems. - Daniel Vitor de Lucena; Telma Woerle de Lima; Anderson da Silva Soares; Clarimar José Coelho (Int. J. Nat. Comput. Res., 2012)

Multi-objective evolutionary algorithm for variable selection in calibration problems: A case study for protein concentration prediction. - Daniel Vitor de Lucena; Telma Woerle de Lima; Anderson da Silva Soares; Alexandre C. B. Delbem; Arlindo Rodrigues Galvão Filho; Clarimar José Coelho; Gustavo Teodoro Laureano (IEEE Congress on Evolutionary Computation, 2013)

Hybrid Genetic-Fuzzy Algorithm for Variable Selection in Spectroscopy. - Telma Woerle de Lima; Anderson da Silva Soares; Clarimar José Coelho; Rogério Lopes Salvini; Gustavo Teodoro Laureano (ICAISC (2), 2013)

Parallelization of a Modified Firefly Algorithm using GPU for Variable Selection in a Multivariate Calibration Problem. - Lauro C. M. de Paula; Anderson da Silva Soares; Telma W. L. Soares; Alexandre C. B. Delbem; Clarimar José Coelho; Arlindo Rodrigues Galvão Filho (Int. J. Nat. Comput. Res., 2014)

Multi-objective Genetic Algorithm for Variable Selection in Multivariate Classification Problems: A Case Study in Verification of Biodiesel Adulteration. - Lucas de Almeida Ribeiro; Anderson da Silva Soares; Telma Woerle de Lima; Carlos Antônio Campos Jorge; Ronaldo Martins da Costa; Rogério Lopes Salvini; Clarimar José Coelho; Fernando Marques Federson; Paulo Henrique Ribeiro Gabriel (ICCS, 2015)

Genetic Algorithm for Variable and Samples Selection in Multivariate Calibration Problems. - Kelton de Souza Santiago; Anderson da Silva Soares; Telma Woerle de Lima; Clarimar José Coelho; Paulo Henrique Ribeiro Gabriel (J. Comput. Sci., 2015)

A compact firefly algorithm for the variable selection problem in pharmaceutical ingredient determination. - Lauro C. M. de Paula; Heber V. Nogueira; Anderson da Silva Soares; Telma Woerle de Lima; Clarimar José Coelho (CEC, 2016)

Feature Selection using Genetic Algorithm: An Analysis of the Bias-Property for One-Point Crossover. - Lauro C. M. de Paula; Anderson da Silva Soares; Telma Woerle de Lima; Clarimar José Coelho (GECCO (Companion), 2016)

Variable Selection for Multivariate Calibration in Chemometrics: A Real-World Application with Building Blocks Disruption Problem. - Lauro C. M. de Paula; Anderson da Silva Soares; Telma Woerle de Lima; Arlindo R. G. Filho; Clarimar José Coelho (GECCO (Companion), 2016)

A feasibility cachaca type recognition using computer vision and pattern recognition. - Bruno Urbano Rodrigues; Anderson da Silva Soares; Ronaldo Martins da Costa; Jeffrey Van Baalen; Rogério Lopes Salvini; F. A. Silva; Márcio Caliari; Karla Cristina Rodrigues Cardoso; Tânia Isabel Monteiro Ribeiro; Alexandre C. B. Delbem; Fernando Marques Federson; Clarimar José Coelho; et al. (Comput. Electron. Agric., 2016)

A Stochastic Approach of SIRC Model Using Individual-Based Epidemiological Models. - Arlindo Rodrigues Galvão Filho; Telma Woerle de Lima; Anderson da Silva Soares; Clarimar José Coelho (EPIA, 2017)

Variable selection as a non-completely decomposable problem: a case study in multivariate calibration. - Lauro C. M. de Paula; Anderson da Silva Soares; Telma W. L. Soares; Clarimar José Coelho (GECCO (Companion), 2017)

Parallel regressions for variable selection using GPU. - Lauro Cássio Martins de Paula; Anderson da Silva Soares; Telma W. L. Soares; Arlindo R. G. Filho; Clarimar José Coelho; Alexandre C. B. Delbem; Wellington Santos Martins (Computing, 2017)

Modern Metaheuristic with Multi-Objective Formulation for the Variable Selection Problem. - Lauro Cássio Martins de Paula; Anderson da Silva Soares; Telma Woerle de Lima Soares; Anselmo E. de Oliveira; Clarimar José Coelho (J. Comput. Sci., 2017)

Epistasis-based FSA: Two versions of a novel approach for variable selection in multivariate calibration. - Lauro C. M. de Paula; Anderson da Silva Soares; Telma Woerle de Lima Soares; Celso G. Camilo-Junior; Clarimar José Coelho; Anselmo E. de Oliveira (Eng. Appl. Artif. Intell., 2019)

Detection of Tumoral Epithelial Lesions Using Hyperspectral Imaging and Deep Learning. - Daniel Vitor de Lucena; Anderson da Silva Soares; Clarimar José Coelho; Isabela Jubé Wastowski; Arlindo Rodrigues Galvão Filho (ICCS (3), 2020)

Generation of Two Turbine Hill Chart Using Artificial Neural Networks. - Arlindo Rodrigues Galvão Filho; Filipe de S. L. Ribeiro; Rafael Viana de Carvalho; Clarimar José Coelho (IEEE Conf. on Intelligent Systems, 2020)

Turbine Hill Chart Generation Using Artificial Neural Network. - Arlindo Rodrigues Galvão Filho; Filipe de S. L. Ribeiro; Rafael Viana de Carvalho; Clarimar José Coelho (Advances in Intelligent Systems Research and Innovation, 2022)

Live Birth Forecasting in Brazillian Health Regions with Tree-based Machine Learning Models. - Douglas Vieira Do Nascimento; Rafael Teixeira Sousa; Diogo Fernandes Costa Silva; Daniel do Prado Pagotto; Clarimar José Coelho; Arlindo Rodrigues Galvão Filho (CBMS, 2023)

Live Births Forecasting Across Health Regions of Goiás Using Artificial Neural Networks: A Clustering Approach. - Arthur Ricardo De Sousa Vitória; Adriel Lenner Vinhal Mori; Diogo Fernandes Costa Silva; Daniel do Prado Pagotto; Clarimar José Coelho; Arlindo Rodrigues Galvão Filho (ICHI, 2023)

Pancreatic Cancer Detection Using Hyperspectral Imaging and Machine Learning. - Arlindo Rodrigues Galvão Filho; Isabela Jubé Wastowski; Marise A. R. Moreira; Maria A. de P. C. Cysneiros; Clarimar José Coelho (ICIP, 2023)

Quality Control Based on Species Classification of Herbal Medicines Using Hyperspectral Imaging and Machine Learning. - Arlindo Rodrigues Galvão Filho; Laryssa Rosset Provensi; Lucimar Pinheiro Rosseto; Clarimar José Coelho (WHISPERS, 2023)

Multi-Strain Dynamics: Modeling Dengue Transmission in Brazilian Regions with SIR Models. - Arthur Ricardo De Sousa Vitória; Adriel Lenner Vinhal Mori; Clarimar José Coelho; Arlindo Rodrigues Galvão Filho (CBMS, 2024)

Detection of hospital super bacteria MRSA from the hands of healthcare professionals using machine learning and hyperspectral imaging. - Arlindo Rodrigues Galvão Filho; Carolina Rodrigues Andrade; Raylane Pereira Gomes; Lilian Carla Carneiro; Melissa Ameloti Gomes Avelino; Clarimar José Coelho (EMBC, 2024)