| 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 | 202 | 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 | 118 | 2016 |
| 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 | 58 | 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 |
| Damage‐sensitive feature extraction with stacked autoencoders for unsupervised damage detection MF Silva, A Santos, R Santos, E Figueiredo, J Costa Structural Control & Health Monitoring, 2021 | 33 | 2021 |
| Applicability of linear and nonlinear principal component analysis for damage detection ADF Santos, MFM Silva, CS Sales, J Costa, E Figueiredo 2015 IEEE International Instrumentation and Measurement Technology …, 2015 | 33 | 2015 |
| 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 |
| 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 | 30 | 2017 |
| Sparse and Random Sampling Techniques for High-Resolution, Full-Field, BSS-Based Structural Dynamics Identification from Video B Martinez, A Green, MF Silva, Y Yang, D Mascareñas Sensors 20 (12), 3526, 2020 | 23 | 2020 |
| Nonnegative matrix factorization-based blind source separation for full-field and high-resolution modal identification from video M Silva, B Martinez, E Figueiredo, JCWA Costa, Y Yang, D Mascarenas Journal of Sound and Vibration, 115586, 2020 | 20 | 2020 |
| Learning long-and short-term temporal patterns for ML-driven fault management in optical communication networks MF Silva, A Pacini, A Sgambelluri, L Valcarenghi IEEE Transactions on Network and Service Management 19 (3), 2195-2206, 2022 | 14 | 2022 |
| On the vulnerability of data-driven structural health monitoring models to adversarial attack MD Champneys, A Green, J Morales, M Silva, D Mascarenas Structural Health Monitoring 20 (4), 1476-1493, 2021 | 14 | 2021 |
| 3D structural vibration identification from dynamic point clouds MF Silva, A Green, J Morales, P Meyerhofer, Y Yang, E Figueiredo, ... Mechanical Systems and Signal Processing 166, 108352, 2022 | 13 | 2022 |
| A rotationally invariant semi-autonomous particle swarm optimizer with directional diversity R Santos, G Borges, A Santos, M Silva, C Sales, JCWA Costa Swarm and Evolutionary Computation 56, 100700, 2020 | 12 | 2020 |
| Damage detection for structural health monitoring of bridges as a knowledge discovery in databases process M Silva, A Santos, E Figueiredo Data Mining in Structural Dynamic Analysis: A Signal Processing Perspective …, 2019 | 12 | 2019 |
| Spatio-temporal decomposition of 2D travelling waves from video measurements M Silva, E Figueiredo, JCWA Costa, D Mascareñas Mechanical Systems and Signal Processing 139, 106599, 2020 | 7 | 2020 |
| 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 |
| MACHINE LEARNING ALGORITHMS FOR DAMAGE DETECTION IN STRUCTURES UNDER CHANGING NORMAL CONDITIONS M Silva Federal University of Pará, 2017 | 6 | 2017 |
Joao C W A Costa, JCWA Costa, Joao...Professor of Electrical and Computer Engineering, UFPA (Federal University of Para), BrazilVerified email at ufpa.br
