Embedding a Neural Network into WSN furniture. - Symone G. Soares; Adson Ferreira da Rocha; Talles Marcelo G. de A. Barbosa; Rui Alexandre de Matos Araújo (HIS, 2010)

Design and application of Soft Sensor using Ensemble Methods. - Symone G. Soares; Rui Araújo; Pedro Angelo Morais de Sousa; Francisco Souza 001 (ETFA, 2011)

A genetic algorithm for designing neural network ensembles. - Symone G. Soares; Carlos Henggeler Antunes; Rui Araújo (GECCO, 2012)

Comparison of a genetic algorithm and simulated annealing for automatic neural network ensemble development. - Symone G. Soares; Carlos Henggeler Antunes; Rui Araújo (Neurocomputing, 2013)

An on-line weighted ensemble of regressor models to handle concept drifts. - Symone G. Soares; Rui Araújo (Eng. Appl. Artif. Intell., 2015)

A dynamic and on-line ensemble regression for changing environments. - Symone G. Soares; Rui Araújo (Expert Syst. Appl., 2015)

Static gestures recognition for Brazilian Sign Language with kinect sensor. - Sergio Bessa Carneiro; Edson D. F. de M. Santos; Talles Marcelo G. de A. Barbosa; Jose Olimpio Ferreira; Symone Gomes Soares Alcalá; Adson F. da Rocha (IEEE SENSORS, 2016)

An on-line extreme learning machine with adaptive architecture for soft sensor design. - Andre R. de Miranda; Talles Marcelo G. de A. Barbosa; Rui Araújo; Symone G. S. Alcalá (IEEE SENSORS, 2016)

An adaptive ensemble of on-line Extreme Learning Machines with variable forgetting factor for dynamic system prediction. - Symone G. Soares; Rui Araújo (Neurocomputing, 2016)

Recurrent Neural Network Based on Statistical Recurrent Unit for Remaining Useful Life Estimation. - André Ribeiro de Miranda; Talles M. G. de Andrade Barbosa; André Gustavo Scolari Conceição; Symone Gomes Soares Alcalá (BRACIS, 2019)

An Optimization Model for the Design of Additive Manufacturing Supply Chains. - Filipe Marinho de Brito; Gélson da Cruz Júnior; Enzo Morosini Frazzon; João Pedro Tavares Vieira Basto; Symone G. S. Alcalá (INDIN, 2019)

A systematic literature review of machine learning methods applied to predictive maintenance. - Thyago Peres Carvalho; Fabrízzio Alphonsus A. M. N. Soares; Roberto Vita; Roberto da Piedade Francisco; João Pedro Tavares Vieira Basto; Symone G. S. Alcalá (Comput. Ind. Eng., 2019)

Design Approach for Additive Manufacturing in Spare Part Supply Chains. - Filipe Marinho de Brito; Gélson da Cruz Júnior; Enzo Morosini Frazzon; João Pedro Tavares Vieira Basto; Symone Gomes Soares Alcalá (IEEE Trans. Ind. Informatics, 2021)