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 | 212 | 2016 |
Spectrum allocation policy modeling for elastic optical networks A Rosa, C Cavdar, S Carvalho, J Costa, L Wosinska High Capacity Optical Networks and Emerging/Enabling Technologies, 242-246, 2012 | 142 | 2012 |
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 | 125 | 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 | 75 | 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 | 63 | 2017 |
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 | 62 | 2019 |
A techno-economic framework for 5G transport networks F Yaghoubi, M Mahloo, L Wosinska, P Monti, F de Souza Farias, ... IEEE wireless communications 25 (5), 56-63, 2018 | 57 | 2018 |
A new proposal to provide estimation of QoS and QoE over WiMAX networks: An approach based on computational intelligence and discrete-event simulation VA Machado, CN Silva, RS Oliveira, AM Melo, M Silva, CRL Francês, ... 2011 IEEE Third Latin-American Conference on Communications, 1-6, 2011 | 50 | 2011 |
PREDICT – Decision support system for load forecasting and inference: A new undertaking for Brazilian power suppliers CRLF Ádamo L. Santana, Guilherme B. Conde, Liviane P. Rego, Cláudio A. Rocha ... International Journal of Electric Power & Energy Systems 38 (1), 33-45, 2012 | 45 | 2012 |
Strategies for improving the modeling and interpretability of Bayesian networks AL de Santana, CR Frances, CA Rocha, SV Carvalho, NL Vijaykumar, ... Data & knowledge engineering 63 (1), 91-107, 2007 | 41 | 2007 |
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 |
Cost-and energy-efficient backhaul options for heterogeneous mobile network deployments F Farias, M Fiorani, S Tombaz, M Mahloo, L Wosinska, JCWA Costa, ... Photonic Network Communications 32, 422-437, 2016 | 35 | 2016 |
Damage‐sensitive feature extraction with stacked autoencoders for unsupervised damage detection MF Silva, A Santos, R Santos, E Figueiredo, JCWA Costa Structural Control and Health Monitoring 28 (5), e2714, 2021 | 34 | 2021 |
Applicability of linear and nonlinear principal component analysis for damage detection ADF Santos, MFM Silva, CS Sales, JCWA Costa, E Figueiredo 2015 IEEE International Instrumentation and Measurement Technology …, 2015 | 34 | 2015 |
SensorBus: a middleware model for wireless sensor networks ARL Ribeiro, FCS Silva, LC Freitas, JC Costa, CR Francês Proceedings of the 3rd international IFIP/ACM Latin American conference on …, 2005 | 33 | 2005 |
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 | 32 | 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 | 32 | 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 | 32 | 2017 |
Curvature and vibration sensing based on core diameter mismatch structures CS Fernandes, MTMR Giraldi, MJ de Sousa, JCWA Costa, C Gouveia, ... IEEE Transactions on Instrumentation and Measurement 65 (9), 2120-2128, 2016 | 32 | 2016 |
Restoration in optical cloud networks with relocation and services differentiation CN da Silva, L Wosinska, S Spadaro, JCWA Costa, CRL Francês, P Monti Journal of Optical Communications and Networking 8 (2), 100-111, 2016 | 32 | 2016 |