Adam Santos

Machine learning algorithms for damage detection: Kernel-based approaches

Adam Santos, Elói Figueiredo, Moisés Silva et al. · Journal of Sound and Vibration · 2015 · 197 citations

Damage Mechanism, Image Analysis, Machine Learning +6

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

Finite Element–Based Machine-Learning Approach to Detect Damage in Bridges under Operational and Environmental Variations

Elói Figueiredo, Ionut Moldovan, Adam Santos et al. · Journal of Bridge Engineering · 2019 · 77 citations

Engineering, Machine Learning, Structural Performance +21

Damage‐sensitive feature extraction with stacked autoencoders for unsupervised damage detection

Moisés Silva, Adam Santos, Reginaldo Santos et al. · Structural Control and Health Monitoring · 2021 · 59 citations

Engineering, Machine Learning, Autoencoders +19

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