Claudomiro Sales

A novel unsupervised approach based on a genetic algorithm for structural damage detection in bridges

Moisés Silva, Adam Santos, Elói Figueiredo et al. · Engineering Applications of Artificial Intelligence · 2016 · 117 citations

Bridge Design, Engineering, Civil Engineering +8

Predicting cell-penetrating peptides using machine learning algorithms and navigating in their chemical space

Ewerton Cristhian Lima de Oliveira, Kauê Santana da Costa, Luiz Patrick Cordeiro Josino et al. · Scientific Reports · 2021 · 109 citations · Full text

Engineering, Machine Learning, Peptide Engineering +19

Multi-objective genetic algorithm for missing data imputation

Fábio M. F. Lobato, Claudomiro Sales, Igor Araújo et al. · Pattern Recognition Letters · 2015 · 80 citations

Memetic Algorithm, Engineering, Data Mining +5

Genetic-based EM algorithm to improve the robustness of Gaussian mixture models for damage detection in bridges

Adam Santos, Elói Figueiredo, Moisés Silva et al. · Structural Control and Health Monitoring · 2016 · 58 citations

Engineering, Machine Learning, Gaussian Mixture Models +23

Deep principal component analysis: An enhanced approach for structural damage identification

Moisés Silva, Adam Santos, Reginaldo Santos et al. · Structural Health Monitoring · 2018 · 57 citations

Engineering, Machine Learning, Structural Engineering +17