| Machine learning algorithms for damage detection: Kernel-based approaches A Santos, E Figueiredo, MFM Silva, CS Sales, J Costa Journal of Sound and Vibration 363, 584-599, 2016 | 203 | 2016 |
| A novel unsupervised approach based on a genetic algorithm for structural damage detection in bridges M Silva, A Santos, E Figueiredo, R Santos, C Sales, JCWA Costa Engineering Applications of Artificial Intelligence 52, 168-180, 2016 | 119 | 2016 |
| Finite Element–Based Machine-Learning Approach to Detect Damage in Bridges under Operational and Environmental Variations E Figueiredo, I Moldovan, A Santos, P Campos, JCWA Costa Journal of Bridge Engineering 24 (7), 04019061, 2019 | 67 | 2019 |
| Deep principal component analysis: An enhanced approach for structural damage identification M Silva, A Santos, R Santos, E Figueiredo, C Sales, JCWA Costa Structural Health Monitoring 18 (5-6), 1444-1463, 2019 | 61 | 2019 |
| Genetic‐based EM algorithm to improve the robustness of Gaussian mixture models for damage detection in bridges A Santos, E Figueiredo, M Silva, R Santos, C Sales, JCWA Costa Structural Control and Health Monitoring 24 (3), e1886, 2017 | 59 | 2017 |
| A global expectation-maximization based on memetic swarm optimization for structural damage detection A Santos, M Silva, R Santos, E Figueiredo, C Sales, JCWA Costa Structural Health Monitoring 15 (5), 610-625, 2016 | 38 | 2016 |
| Machine learning algorithms for damage detection E Figueiredo, A Santos Vibration-Based Techniques for Damage Detection and Localization in …, 2018 | 36 | 2018 |
| Agglomerative concentric hypersphere clustering applied to structural damage detection M Silva, A Santos, R Santos, E Figueiredo, C Sales, JCWA Costa Mechanical Systems and Signal Processing 92, 196-212, 2017 | 31 | 2017 |
| A global expectation–maximization approach based on memetic algorithm for vibration-based structural damage detection A Santos, R Santos, M Silva, E Figueiredo, C Sales, JCWA Costa IEEE Transactions on Instrumentation and Measurement 66 (4), 661-670, 2017 | 31 | 2017 |
| A semi-autonomous particle swarm optimizer based on gradient information and diversity control for global optimization R Santos, G Borges, A Santos, M Silva, C Sales, JCWA Costa Applied Soft Computing 69, 330-343, 2018 | 30 | 2018 |
| Clustering studies for damage detection in bridges: A comparison study A Santos, E Figueiredo, J Costa Structural Health Monitoring 2015, 2015 | 22 | 2015 |
| Empirical study on rotation and information exchange in particle swarm optimization R Santos, G Borges, A Santos, M Silva, C Sales, JCWA Costa Swarm and Evolutionary Computation 48, 312-328, 2019 | 7 | 2019 |
| An Intelligent SDN Framework Based on QoE Predictions for Load Balancing in C-RAN GO Medeiros, JCWA Costa, DL Cardoso, ADF Santos Wireless Communications and Mobile Computing 2020, 2020 | 6 | 2020 |
| Output-only structural damage detection based on transmissibility measurements and kernel principal component analysis A Santos, M Silva, R Santos, E Figueiredo, N Maia, JCWA Costa Journal of Communication and Information Systems 34 (1), 64-75, 2019 | 4 | 2019 |
| Output-only methods for damage identification in structural health monitoring ADF SANTOS Universidade Federal do Pará, 2017 | 3 | 2017 |
| Data Management System for Structural Health Monitoring ADF dos Santos, MFM da Silva, CS de Sales Junior, MJ de Sousa, ... IEEE Latin America Transactions 13 (4), 1090-1097, 2015 | 3 | 2015 |
| Effect of periodic cable nonuniformities on transmission measurements G Borges, RM Rodrigues, J Costa, A Santos, A Fertner 2015 IEEE International Instrumentation and Measurement Technology …, 2015 | 3 | 2015 |
| Composing robust damage-sensitive features with deep neural networks M Silva, A Santos, R Santos, E Figueiredo, C Sales, JC Costa Proceedings of the 9th European Workshop on Structural Health Monitoring …, 2018 | 2 | 2018 |
| A Generalized Approach to Integrate Machine Learning, Finite Element Modeling and Monitoring Data for Bridges A SANTOS, E FIGUEIREDO, P CAMPOS, I MOLDOVAN, JCWA COSTA Structural Health Monitoring 2017, 2017 | 2 | 2017 |
| A framework for data compression and damage detection in structural health monitoring applied on a laboratory three-story structure MAP de Lima, C Sales, A Santos, R Santos, M Silva, J Costa, M Carvalho, ... Revista Brasileira de Computação Aplicada 8 (2), 129-143, 2016 | 2 | 2016 |
