Elói João Faria Figueiredo

eloi.figueiredo@ulusofona.pt

Elói J. F. Figueiredo, PhD in Civil Engineering since 2010, MSc in Structures of Civil Engineering in 2007, and Licentiate in Civil Engineering in 2004. I started teaching in 2010 at the Universidade Católica Portuguesa; currently, he is Diretor of the undergraduate Civil Engineering Program and assistant professor at the Faculty of Engineering of the Universidade Lusófona in Lisbon (Portugal), invited professor at the Universidade Fernando Pessoa in Porto (Portugal), and technical consultant in the field of monitoring and maintenance of bridges.
In terms of scientific research, he has worked mainly on Structural Health Monitoring (SHM) and maintenance of bridges, especially on vibration-based structural identification and evaluation. In terms of scientific publications, he has published one book, 11 peer-reviewed articles in leading international journals (another four under publication), and 26 international conference proceedings.

Academic Degrees

GRAU	CURSO	ESTABELECIMENTO	ANO
Doctorate	ENGENHARIA CIVIL	UNIVERSIDADE DO PORTO	2010
Master	ESTRUTURAS DE ENGENHARIA CIVIL	FACULDADE DE ENGENHARIA DA UNIVERSIDADE DO PORTO	2007
Bachelor	ENGENHARIA CIVIL	FACULDADE DE ENGENHARIA DA UNIVERSIDADE DO PORTO	2004

TIPO	Description	ANO

Artigo publicado em revista científica internacional com referee	Santos, A., Silva, M., Santos, R., Figueiredo, E., Maia, N., & Costa, J. (2019). Output-only structural damage detection based on transmissibility measurements and kernel principal component analysis. Journal of Communication and Information Systems, 34(1), 64-75. https://doi.org/10.14209/jcis.20	2019
Artigo publicado em revista científica internacional com referee	Figueiredo, E.; Moldovan, I.; Santos, A.; Campos, P; Costa, J.C.W.A. (2019). Finite element-based machine learning approach to detect damage in bridges under operational and environmental variations. Journal of Bridge Engineering, 24(7): 04019061. DOI: 10.1061/(ASCE)BE.1943-5592.0001432.	2019
Artigo publicado em revista científica internacional com referee	Silva, M.; Dreyton, A.; Figueiredo, E.; Reginaldo, F.; Sales, C.; Costa, J. (2018). Deep principal component analysis: an enhanced approach for structural damage identification. Journal of Structural Health Monitoring, DOI: 10.1177/1475921718799070.	2018
Artigo publicado em revista científica internacional com referee	Santos, A.; Figueiredo, E.; Silva, M.; Santos, R.; Sales, C.; Costa, J. (2017). Genetic- based EM algorithm to improve the robustness of Gaussian mixture models for damage detection in bridges. Structural Control and Health Monitoring, DOI: 10.1002/stc.1886, vol. 24(3).	2017
Artigo publicado em revista científica internacional com referee	Silva, M.; Dreyton, A.; Figueiredo, E.; Reginaldo, F.; Sales, C.; Costa, J. (2017). Agglomerative concentric hypersphere clustering applied to structural damage detection. Mechanical Systems and Signal Processing, vol. 92, pp 196-212.	2017
Artigo publicado em revista científica internacional com referee	Santos, A.; Figueiredo, E.; Silva, M.; Santos, R.; Sales, C.; Costa, J. (2017). A global expectation-maximization approach based on memetic algorithm for vibration-based structural damage detection. IEEE Transactions on Instrumentation & Measurement, vol. 66(4), pp 661-670, DOI: 10.1109/TIM.2017.266	2017
Artigo publicado em revista científica internacional com referee	Silva, M.; Dreyton, A.; Figueiredo, E.; Reginaldo, F.; Sales, C.; Costa, J. (2016). A novel unsupervised approach based on a genetic algorithm for structural damage detection in bridges. Engineering Applications of Artificial Intelligence, volume 52, pp 168-180, doi:10.1016/j.engappai.2016.03.002.	2016
Artigo publicado em revista científica internacional com referee	Santos, A.; Figueiredo, E.; Silva, M.; Sales, C.; Costa, J. (2016). Machine learning algorithms for damage detection: kernel-based approaches. Journal of Sound and Vibration, volume 363, pages 584-599, doi:10.1016/j.jsv.2015.11.008.	2016
Artigo publicado em revista científica internacional com referee	Santos, A.; Figueiredo, E.; Silva, M.; Santos, R.; Sales, C.; Costa, J. (2016). A global expectation-maximization based on memetic swarm optimization for structural damage detection. Structural Health Monitoring, vol. 15(5), pp 610-625, https://doi.org/10.1177/1475921716654433.	2016
Artigo publicado em revista científica internacional com referee	Santos, A.; Figueiredo, E.; Silva, M.; Sales, C.; Costa, J. (2015). Machine learning algorithms for damage detection: kernel-based approaches. Journal of Sound and Vibration, doi:10.1016/j.jsv.2015.11.008.	2015
Artigo publicado em revista científica internacional com referee	Zhou, Y. L.; Figueiredo, E.; Maia, N.; Sampaio, R.; Pereira, R. (2015). Damage Detection using a Transmissibility-based Mahalanobis Distance. Structural Control and Health Monitoring, 22: 1209-1222, DOI: 10.1002/stc. 1743.	2015
Artigo publicado em revista científica internacional com referee	Zhou, Y. L.; Figueiredo, E.; Maia, N.; Pereira, R. (2015). Damage Detection and Quantification using Transmissibility Coherence Analysis. Shock and Vibration, vol. 2015, Article ID 290714, 16 pages, 2015. DOI: 10.1155/2015/290714.	2015
Artigo publicado em revista científica internacional com referee	Figueiredo, E.; Radu, L.; Worden, K.; Farrar, C.R. (2014). A Bayesian Approach based on a Markov-chain Monte Carlo Method for Damage Detection under Unknown Sources of Variability. Engineering Structures, 80, 1-10.	2014
Livro científico ou técnico	Figueiredo, Eloi; Moldovan, Ionut; Marques, Manuel Barata (2013). Condition Assessment of Bridges: Past, Present, and Future - A Complementary Approach. Universidade Católica Editora, ISBN: 978-972-54-0402-7.	2013
Artigo publicado em revista científica internacional com referee	Figueiredo, E.; Cross, E. (2013). Linear Approaches to Modeling Nonlinearities in Long-term Monitoring of Bridges. Journal of Civil Structural Health Monitoring, 3(3), 187-194.	2013
Artigo publicado em revista científica internacional com referee	Figueiredo, E.; Park, G.; Farinholt, K. M.; Farrar, C. R.; Lee, J.-R. (2012). Use of Time-Series Predictive Models for Piezoelectric Active-Sensing in Structural Health Monitoring Applications. Journal of Vibration and Acoustics, 134(4).	2012
Artigo publicado em revista científica internacional com referee	Figueiredo, E.; Park, G.; Farrar, C. R.; Worden, K.; Figueiras, J. (2011). Machine Learning Algorithms for Damage Detection under Operational and Environmental Variability. International Journal of Structural Health Monitoring, 10(6), 559-572.	2011
Artigo publicado em revista científica internacional com referee	Fernandez-Garcia, M. R.; Masri, F. S.; Ghanem, R.; Figueiredo, E.; Farrar, C. R. (2010). A Structural Decomposition Approach for Detecting, Locating, and Quantifying Nonlinearities in Chain-like Systems. Structural Control and Health Monitoring, 17 (7), 761-777.	2011
Artigo publicado em revista científica internacional com referee	Figueiredo, E.; Park, G.; Figueiras, J.; Farrar, C.; Worden, K. (2011). Influence of the Autoregressive Model Order on Damage Detection. Computer-Aided Civil and Infrastructure Engineering, 26 (3), 225-238.	2011
Artigo publicado em revista científica internacional com referee	Fernandez-Garcia, M. R.; Masri, F. S.; Ghanem, R.; Figueiredo, E.; Farrar, C. R. (2010). An Experimental Study of Change Detection in Uncertain Chain-like Systems. Journal of Sound and Vibration, 329, 2395-2409.	2010
Artigo publicado em revista científica internacional com referee	Figueiredo, E.; Todd, M. D.; Farrar, C. R.; Flynn, E. (2010). Autoregressive Modeling with State-space Embedding Vectors for Damage Detection under Operational and Environmental Variability. International Journal of Engineering Science, 48, 822-834.	2010
Artigo publicado em revista científica internacional com referee	Taylor, S. G.; Farinholt, K. M.; Flynn, E. B.; Figueiredo, E.; Mascarenas, D. L.; Moro, E. A.; Park, G.; Todd, M. D.; Farrar, C. R. (2009). A Mobile-agent Based Wireless Sensing Network for Structural Monitoring Applications. Measurement Science and Technology, 20(4).	2009