Symone Gomes Soares Alcalá

A systematic literature review of machine learning methods applied to predictive maintenance

Thyago Peres Carvalho, Fabrízzio Soares, Roberto Oliveira Vita et al. · Computers & Industrial Engineering · 2019 · 1.4K citations

Engineering, Computer Science, Industrial Engineering +14

An on-line weighted ensemble of regressor models to handle concept drifts

Symone Gomes Soares Alcalá, Rui Araújo · Engineering Applications of Artificial Intelligence · 2014 · 77 citations

Computing, Computer Science, Data Science +16

An adaptive ensemble of on-line Extreme Learning Machines with variable forgetting factor for dynamic system prediction

Symone Gomes Soares Alcalá, Rui Araújo · Neurocomputing · 2015 · 74 citations · Full text

Computing, Computer Science, Systems Engineering +13

A dynamic and on-line ensemble regression for changing environments

Symone Gomes Soares Alcalá, Rui Araújo · Expert Systems with Applications · 2014 · 56 citations

Computing, Data Science, Machine Learning +11

Comparison of a genetic algorithm and simulated annealing for automatic neural network ensemble development

Symone Gomes Soares Alcalá, Carlos Henggeler Antunes, Rui Araújo · Neurocomputing · 2013 · 54 citations

Computing, Computer Science, Artificial Intelligence +11