Publications

Books

Carlos Matias Ramos e Elói Figueiredo (2020). "Engenharia Civil: Uma perspetiva sobre a formação e a profissão". Edições Universitárias Lusófonas. ISBN 978-989-757-133-6. (in Portuguese)

Zhou, Y.L.; Wahab, M.A.; Maia, N.M.M.; Liu, L.; Figueiredo, E. (2019). Data Mining in Structural Dynamic Analysis – A Signal Processing Perspective. Springer. ISBN 978-981-15-0500-3.

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.

Book Chapters

Silva, M.; Dreyton, A.; Figueiredo, E. (2019). Damage detection for structural health monitoring of bridges as a knowledge discovery in databases process. Book chapter, Data Mining in Structural Dynamic Analysis – A Signal Processing Perspective. Springer. ISBN 978-981-15-0500-3. DOI: 10.1007/978-981-15-0501-0.

Figueiredo, E., & Santos, A. (2018). Machine Learning Algorithms for Damage Detection. Vibration-based techniques for damage detection and localization in engineering structures. World Scientific, pp. 1-40. DOI:10.1142/9781786344977_0001.

International Reports

Nishio, M.; Hemez, F.; Stull, C.; Farrar, C.; Park, G.; Cornwell, P.; Figueiredo, E.; Luscher, D. J.; Worden, K. (2016). Feature extraction for structural dynamics model validation. Los Alamos National Laboratory Report: LA-14489.

Figueiredo, E.; Park, G.; Figueiras, J.; Farrar, C.; Worden, K. (2009). Structural HealthMonitoring Algorithm Comparisons using Standard Datasets. Los Alamos National Laboratory Report: LA-14393. https://doi.org/10.2172/961604

International Journal Papers

Souza, L.; Yano, M. O.; Silva, S.; Figueiredo, E. (2024). A comprehensive study on transfer learning for structural health monitoring of bridges. Infrastructures, 9(8), 131. https://doi.org/10.3390/infrastructures9080131

Novais, H.C.; Silva, S.; Figueiredo, E. (2024). Co-Kriging strategy for structural health monitoring of bridges. Structural Health Monitoring. https://doi.org/10.1177/14759217241265375

Bud, M.; Nedelcu, M.; Moldovan, I.; Figueiredo, E. (2024). Hybrid approach for supervised machine learning algorithms to identify damage in bridges. Journal of Bridge Engineering, 29(8). https://doi.org/10.1061/JBENF2.BEENG-6537

Ferreira, L.; Teloli, R.; Silva, S.; Figueiredo, E.; Maia, N.; Cimini Jr, C. (2024). Bayesian data-driven framework for structural health monitoring of composite structures under limited experimental data. Structural Health Monitoring. https://doi.org/10.1177/14759217241236801

Marasco, G.; Moldovan, I.; Figueiredo, E.; and Chiaia, B. (2024). Unsupervised transfer learning for structural health monitoring of urban pedestrian bridges. Journal of Civil Structural Health Monitoring. https://link.springer.com/article/10.1007/s13349-024-00786-w

Figueiredo, E., Peres, N., Moldovan, I., Nasr, A. (2024). Impact of climate change on long-term damage detection for structural health monitoring of bridges. Structural Health Monitoring. https://doi.org/10.1177/14759217231224254

Ferreira, L.; Teloli, R.; Silva, S.; Figueiredo, E.; Moldovan, I.; Maia, N.; Cimini Jr, C. (2024). Bayesian calibration for Lamb wave propagation on a composite plate using a machine learning surrogate model. Mechanical Systems and Signal Processing, 208, 111011, https://doi.org/10.1016/j.ymssp.2023.111011

Yano, M. O.; Figueiredo, E.; Silva, S.; Cury, A. (2023). Foundations and applicability of transfer learning for structural health monitoring of bridges. Mechanical Systems and Signal Processing, 204. https://doi.org/10.1016/j.ymssp.2023.110766

Yano, M. O.; Figueiredo, E.; Silva, S.; Cury, A.; Moldovan, I. (2023). Transfer learning for structural health monitoring in bridges that underwent retrofitting. Buildings, 13(9). https://doi.org/10.3390/buildings13092323

Figueiredo, E.; Santos, L. O.; Moldovan, I.; Kraniotis, D.; Melo, J.; Dias, L.; Coelho, G. (2023). A roadmap for an integrated assessment approach for climate change adaptation of concrete bridges. Journal of Bridge Engineering, 28(6). https://doi.org/10.1061/JBENF2.BEENG-5735

Figueiredo, E.; Yano, M. O.; Silva, S.; Moldovan, I.; Bud, M. (2023). Transfer learning to enhance the damage detection performance in bridges when using numerical models. Journal of Bridge Engineering. 28(1). DOI: 10.1061/(ASCE)BE.1943-5592.0001979

Figueiredo, E.; Moldovan, I.; Alves, P.; Rebelo, H.; Souza, L. (2022). Smartphone application for structural health monitoring of bridges. Sensors. 22(21), 8483. https://doi.org/10.3390/s22218483

Silva, S.; Figueiredo, E.; Moldovan, I. (2022). Damage detection approach for bridges under temperature effects using Gaussian Process Regression trained with hybrid data. Journal of Bridge Engineering. 27(11), p. 04022107. DOI: 10.1061/(ASCE)BE.1943-5592.0001949

Yano, M. O.; Silva, S.; Figueiredo, E.; Villani, L. G. G. (2022). Damage quantification using transfer componente analysis combined with Gaussian process regression. Structural Health Monitoring. DOI 10.1177/14759217221094500

Figueiredo, E.; Brownjohn, J. (2022). Three decades of statistical pattern recognition paradigm for SHM of bridges. Structural Health Monitoring. 21(6), 3018-3054. https://doi.org/10.1177/14759217221075241

Bud, M.; Moldovan, I.; Radu, L.; Nedelcu, M.; Figueiredo, E. (2022). Reliability of probabilistic numerical data for training machine learning algorithms to detect damage in bridges. Structural Control and Health Monitoring. e2950. https://doi.org/10.1002/stc.2950

Silva, M.; Green, A.; Morales, J.; Meyerhofer, P.; Yang, Y.; Figueiredo, E.; Costa, J.; Mascarenas, D. (2022). 3D Structural Vibration Identification from Dynamic Point Clouds. Mechanical Systems and Signal Processing, 166, 108352.

Qin, S.; Feng, J.; Zhou, Y.L.; Li, C.; Huo, X.; Figureiredo, E.; Yang, F. (2022). Investigation on the dynamic impact factor of a concrete filled steel tube butterfly arch bridge. Engineering Structures, 252, 113614.

Silva, M.; Santos, A.; Santos, R.; Figueiredo, E.; Costa, J.C.W.A. (2021). Damage-sensitive feature extraction with stacked autoencoders for unsupervised damage detection. Structural Control and Health Monitoring, 28:e2714.

Yano, M.; Villani, L.; Silva, S.; Figueiredo, E. (2021). Autoregressive Model Extrapolation using Cubic Splines for Damage Progression Analysis. Journal of the Brazilian Society of Mechanical Sciences and Engineering. 43(19).

Paixão, J.; Silva, S.; Figueiredo, E.; Radu, Lucian; Park, G. (2020). Delamination area quantification in composite structures using Gaussian process regression and AR models. Journal of Vibration and Control, 27(23-24), 2778-2792.

Silva, M.; Martinez, B.; Figueiredo, E.; Costa, J.; Yang, Y.; Mascarenas, D. (2020). Nonnegative matrix factorization-based blind source separation for full-field and high-resolution modal identification from video. Journal of Sound and Vibration, 487.

Silva, M.; Figueiredo, E.; Costa, J.C.W.A.; Mascarenas, D. (2020). Spatio-Temporal Decomposition of 2D Travelling Waves from Video Measurements. Mechanical Systems and Signal Processing, 139.

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. https://doi.org/10.1061/(ASCE)BE.1943-5592.0001432

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.2019.7

Silva, M.; Dreyton, A.; Figueiredo, E.; Reginaldo, F.; Sales, C.; Costa, J. (2019). Deep principal component analysis: an enhanced approach for structural damage identification. Journal of Structural Health Monitoring, 18(5-6), 1444-1463. DOI: 10.1177/1475921718799070.

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.2017.2663478.

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, 196-212, DOI: 10.1016/j.ymssp.2017.01.024.

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).

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. Journal of Structural Health Monitoring, vol. 15 (5), 610-625.

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, 168-180, doi:10.1016/j.engappai.2016.03.002.

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.

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.

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(10): 1209-1222, DOI: 10.1002/stc. 1743.

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, pag. 1-10.

Hernandez-Garcia, MR; Masri, SF; Ghanem, R; Figueiredo, E; Farrar CR (2014). An evaluation of a methodology for detection, localization, and quantification of changes in nonlinear systems based on experimental measurements. Ingegneria Sismica, 31.

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. https://link.springer.com/article/10.1007/s13349-013-0038-3

Figueiredo, E.; Park, G.; Farinholt, K. M.; Farrar, C. R. (2012). Time Series Analysis of Piezoelectric Active-sensing for Structural Health Monitoring Applications. Journal of Vibration and Acoustics, 134(4).

Figueiredo, E.; Park, G.; Farrar, C. R.; Worden, K.; Figueiras, J. (2011). Machine Learning Algorithms for Damage Detection under Operational and Environmental Variability. Journal of Structural Health Monitoring, 10(6), 559-572.

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.

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(10), 822-834.

Fernandez-Garcia, M. R.; Masri, F. S.; Ghanem, R.; Figueiredo, E.; Farrar, C. R. (2010). A Substructuring Approach for Detecting, Locating, and Quantifying Nonlinearities in Chain-like Systems. Structural Control and Health Monitoring, 17 (7), 761-777.

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.

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).

National Journal Papers

Figueiredo, E.; Moldovan, I.; Santos, L. O.; Dias, L. (2023). "Roteiro para adaptação climática de pontes de betão armado", Revista INGENIUM, Ordem dos Engenheiros, II Série, N.º 182, pág. 134-136, Outubro/Novembro/Dezembro, 2023.

"Reconhecimento de padrões estruturais e construtivos nas pontes da Casa Eiffel", Revista INGENIUM, Ordem dos Engenheiros, II Série, N.º 167, pág. 87-89, Maio/Junho/Julho, 2019.

Figueiredo, E. (2017). Novos desafios e iniciativas na construção civil. Construir, 14.

"Impacto da economia na engenharia nacional / The effect of the economy on the Portuguese engineering", Revista INGENIUM, Ordem dos Engenheiros, II Série, N.º 157, pág. 92-93, Janeiro/Fevereiro, 2017. (in Portuguese)

Conference Proceedings

Figueiredo, E.; Moldovan, I.; Peres, N.; Pinto, S. S.; Alves, P.; Cabral, P. (2024). Smartphone application for structural health monitoring of cables: Edgar Cardoso Bridge. 11th European Workshop on Structural Health Monitoring (EWSHM2024), Potsdam, Germany, June 10-13, 2024.

Figueiredo, E., Peres, N., Moldovan, I., Nasr, A. (2023). Does Climate Change Impact Long-Term Damage Detection in Bridges? In: Limongelli, M.P., Giordano, P.F., Quqa, S., Gentile, C., Cigada, A. (eds) Experimental Vibration Analysis for Civil Engineering Structures. EVACES 2023. Lecture Notes in Civil Engineering, vol 433. Springer, Cham. https://doi.org/10.1007/978-3-031-39117-0_44

Ferreira, L.; Teloli, R.; da Silva, S.; Figueiredo, E.; Moldovan, D.; Maia, M.; Cimini Jr, C. (2023). Stochastic Digital Twin of a Composite Plate for Predicting Lamb Wave Propagation. Surveillance, Vibrations, Shock and Noise, Institut Supérieur de l’Aéronautique et de l’Espace [ISAE-SUPAERO], Jul 2023, Toulouse, France. hal-04165672

Manso, M; Antunes, V.; Canto, J.; Figueiredo, E. (2023). Resilience enhancement of university teaching buildings to climate change – BuildingAdapt project. CEES 2023, 2nd International Conference on Construction, Energy, Environment & Sustainability. 27-30 June 2023, Funchal, Madeira, Portugal.

Yano, M. O.; Figueiredo, E.; Giordano, P. F.; Silva, S. (2023). Can transfer learning be a solution for structural health monitoring of bridges? HeaMES 2023 - 4th International Conference on Health Monitoring of Civil & Maritime Structures, United Kingdom (online), 12-13 June, 2023.

Yano, M.O.; Ferreira, L.; Silva, S; Cimini, C.; Figueiredo, E. (2022). Gaussian process regression using hybrid data for damage quantification. Proceedings of the 6th Brazilian Conference on Composite Materials, 14-18 August 2022, Tiradentes, MG, Brasil.

Figueiredo, E.; Alves, P.; Moldovan, I.; Rebelo, H.; Silva, L.; Souza, L.; Lopes, R.; Oliveira, P.; Penim, N. (2022). App4SHM – Smartphone Application for Structural Health Monitoring. 10th European Workshop on Structural Health Monitoring (EWSHM2022), Palermo, Italy, July 2022.

Bud, M.A.; Moldovan, I.D.; Nedelcu, M.; Figueiredo, E. (2022). Hybrid training of supervised machine learning algorithms for damage identification in bridges. 10th European Workshop on Structural Health Monitoring (EWSHM2022), Palermo, Italy, July 2022.

Figueiredo, E.; Moldovan, I.; Alves, P.; Souza, L.; Lopes, R.; Rebelo, R.; Silva, L. (2022). Aplicação de telemóvel para monitorização da integridade de pontes. 3rd Conference on Testing and Experimentations of Civil Engineering (TEST&E2022), Almada, Portugal.

Silva, M.; Green, A.; Morales, J.; Meyerhofer, P.; Yang, Y.; Figueiredo, E.; Costa, J.; Mascareñas, D. (2022). Full-Field 3D Experimental Modal Analysis from Dynamic Point Clouds Measured Using a Time-of-Flight Imager. In: Di Maio D., Baqersad J. (eds) Rotating Machinery, Optical Methods & Scanning LDV Methods, Volume 6. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, Cham. https://doi.org/10.1007/978-3-030-76335-0_17.

Bud, M.; Nedelcu, M.; Moldovan, I.; Figueiredo, E. (2021). Hybrid supervised machine learning approach for damage identification in bridges. 13th International Workshop on Structural Health Monitoring (IWSHM), 7-9 September, Stanford University, CA, USA.

Souza, L.; Silva, P.; Figueiredo, E.; Neto, A.; Prazeres, P.; Ferreira, M. (2021). Avaliação da Condição Estrutural de uma Ponte Construída sobre Estruturas Existentes na Rodovia Transamazônica. XII Congresso Brasileiro de Pontes e Estruturas, 7-11 June, Remote conference, Brazil.

Costa, E.; Figueiredo, E.; Silva, P. (2021). Análise do custo de prolongamento da vida útil das pontes provisórias de madeira na rodovia Transamazônica. XII Congresso Brasileiro de Pontes e Estruturas, 7 a 11 de junho de 2021, congresso virtual, Brasil.

Paixão, J.A.S.; da Silva, S.; Figueiredo, E. (2020). Damage Quantification in Composite Structures Using Autoregressive Models. In: Wahab M. (eds) Proceedings of the 13th International Conference on Damage Assessment of Structures. Lecture notes in Mechanical Engineering. Springer, Singapore.

Moisés Silva, Eloi Figueiredo, João C.W.A. Costa, David Mascareñas (2019). Event-based phased array signal processing. Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), 10-12 September, Stanford, CA, USA.

Mihai Adrian Bud, Mihai Nedelcu, Lucian Radu, Ionut Moldovan, Eloi Figueiredo (2019). On the reliability of finite element models for training machine learning algorithms for damage detection in bridges. Proceedings of the 12th International Workshop on Structural Health Monitoring (IWSHM), 10-12 September, Stanford, CA, USA.

Jessé Paixão, Samuel da Silva, Eloi Figueiredo (2019). Damage quantification in composite structures using autoregressive models. DAMAS 2019 – 13th International Conference on Damage Assessment of Structures, 9-10 July, Porto, Portugal.

Laura Souza, Rômulo Lopes, Eloi Figueiredo, Ionut Moldovan, Jorge Souza, Jairo Rabelo, Ronyere Sousa, Plínio dos Prazeres, João Weyl (2018). “Ensaios dinâmicos e modelação da ponte sobre o rio Itacaiúnas”. Proceedings of the Encontro Nacional Betão Estrutural 2018, 7-9 November 2018, Lisboa, Portugal.

Adam Santos, Moisés Silva, Reginaldo Santos, Eloi Figueiredo, Nuno Maia, João Costa (2018). Applicability of an output-only structural damage detection based on transmissibility measurements and kernel principal component analysis. SBrT 2018 - XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, 16-19 September 2018, Brazil.

Laura Souza, Rômulo Lopes, Eloi Figueiredo, Ionut Moldovan, Plínio dos Prazeres, Sandoval Rodrigues Junior, João Weyl (2018). "Análise dinâmica das torres gémeas do condomínio Rio Mendoza", Proceedings of the 60.º Congresso Brasileiro do Concreto, 17-21 September 2018, Foz do Iguaçu, Paraná, Brazil.

Laura Souza, Rômulo Lopes, Eloi Figueiredo, Ionut Moldovan, Plínio dos Prazeres, João Weyl, Jorge Souza, Jairo Rabelo, Ronyere Sousa (2018). “Análise dinâmica da ponte sobre o Rio Itacaiúnas”. Proceedings of the 60.º Congresso Brasileiro do Concreto, 17-21 September 2018, Foz do Iguaçu, Paraná, Brazil.

Moises Silva, Adam Santos, Reginaldo Santos, Eloi Figueiredo, Claudomiro Sales, Joao C. W. A. Costa (2018). "Composing robust damage-sensitive features with deep neural networks". Proceedings of the 9th European Workshop on Structural Health Monitoring, July 10-13, Manchester, UK.

Yano, M.; da Silva, Samuel; Figueiredo, E. (2018). Análise de severidade de danos através da extrapolação de modelos autorregressivos. Proceedings of the CONEM 2018 – X Congresso Nacional de Engenharia Mecânica, 20-24 May 2018, Salvador, Brazil.

Santos, A.; Figueiredo, E.; Campos, P; Moldovan, I.; Costa, J.C.W.A. (2017). A generalized approach to integrate machine learning, finite element modeling and monitoring data from civil structures. Proceedings of the 11th International Workshop on Structural Health Monitoring (IWSHM), Stanford, CA, USA.

Silva, M.; Santos, A.; Santos, R.; Figueiredo, E.; Sales, C.; Costa, J. (2016). A structural damage detection technique based on agglomerative clustering applied to the Z-24 Bridge. Proceedings of the 8th European Workshop on Structural Health Monitoring, July 5-8, Bilbao, Spain.

Santos, A.; Silva, M.; Santos, R.; Figueiredo, E.; Sales, C.; Costa, J. (2016). Output-only structural health monitoring based on mean shift clustering for vibration-based damage detection. Proceedings of the 8th European Workshop on Structural Health Monitoring, July 5-8, Bilbao, Spain.

Santos, A.; Silva, A.; Miguel, J.; Figueiredo, E.; Costa, J.C.W.A. (2016). Pattern recognition for experimentation of civil engineering insfrastructure. Proceedings of the 1st Conference on Testing and Experimentations of Civil Engineering (TEST&E2016), Lisbon, Portugal.

Sabia, V.; Figueiredo, E.; Veloso, L. (2016). Estudo sobre a influência das paredes de alvenaria num edifício alto em Belém do Pará. Atas do Encontro Nacional de Betão Estrutural 2016, 2-4 de Novembro, Coimbra, Portugal. (in Portuguese)

Santos, A.; Figueiredo, E.; Costa, J. (2015). Clustering strategies for damage detection in bridges: a comparison study. Proceedings of the 10th International Workshop on Structural Health Monitoring (IWSHM), 2015, Stanford, CA-USA.

Yun-Lai Zhou, M. Abdel Wahab, R. Perera, N. Maia, R. Sampaio, E. Figueiredo (2015). Single side damage simulations and detection in beam-like structures. Journal of Physics: Conference Series 628, doi:10.1088/1742-6596/628/1/012036.

Zhou, Y.L.; Figueiredo, E.; Maia, N.; Perera, R. (2015). Damage detection using transmissibility coherence. Proceedings of the ICEDyn – International Conference on Structural Engineering Dynamics, 22-24 of June, 2015, Lagos, Portugal.

Santos, A. D. F.; Figueiredo, E.; Silva, M.F.M.; Sales, C.S.; Costa, J.C.W.A. (2014). Applicability of linear and nonlinear principal component analysis for damage detection. Proceedings of the 2015 IEEE – International Instrumentation and Measurement Technology Conference, May 11-14, 2015, Pisa, Italy.

Zhou, Y.L.; Figueiredo, E.; Maia, N.; Sampaio, R.; Perera, R. (2014). Transmissibility-based damage detection using linear discriminant analysis. Proceedings of the ISMA – International Conference of Noise and Vibration Engineering, 15-17 of September, Leuven, Belgium.

Figueiredo, E. (2013). The need of SHM for bridge management and its integration into Bridge Management Systems. Proceedings of the 6th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII-6), Hong Kong, China, 9-11 December.

Figueiredo, E. (2013) Structural Condition Assessment of Bridges: Past, Present, and Future. A Portuguese Perspective. Proceedings of the 9th International Workshop on Structural Health Monitoring, 12-13 September, Palo Alto, CA, USA.

Figueiredo, E. (2013) Detecção de Dano em Pontes através de Algoritmos Inteligentes - Caso de Estudo: PS Z-24 da Suíça. Submetido e aprovado para apresentação no Congresso de Segurança e Conservação de Pontes, 26-28 de Junho, Porto, Portugal.

Pestana, A.; Lage, A.; Figueiredo, E.; Félix, C.; Figueiras, J. (2012). Monitorização GNSS de um pilar do Viaduto do Corgo. Proceedings of the Betão Estrutural 2012, FEUP, 24-26 de Outubro. (in Portuguese)

Figueiredo, E.; Radu, L.; Westgate, R.; Brownjohn, J.; Cross, E.; Worden, K.; and Farrar, C. (2012). Applicability of a Markov-chain Monte Carlo Method for Damage Detection on Data from the Z-24 and Tamar Bridges. Proceedings of the 6th Workshop on Structural Health Monitoring, July 3-6, Dresden, Germany.

Karaiskos, G.; Tondreau, G.; Figueiredo, E.; Farrar, C.; and Deraemaeker, A. (2012). Application of Modal Filters for Damage Detection in the Presence of Non-linearities. Proceedings of the 6th Workshop on Structural Health Monitoring, July 3-6, Dresden, Germany.

Figueiredo, E.; Radu, L.; Park, G.; Farrar, C. R. (2011). Integration of SHM into Bridge Management Systems: Case Study – Z24 Bridge. Proceedings of the 8th International Workshop on Structural Health Monitoring, 13-15 September, Palo Alto, CA, USA.

Figueiredo, E.; Radu, L.; Park, G.; Farrar, C. R.; Figueiras, J. (2011). An Approach to Integrate Structural Health Monitoring with Bridge Management Systems. Proceedings of the International Conference on Structural Engineering Dynamics, 20-22 June, Tavira, Portugal.

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. 5th European Workshop on Structural Health Monitoring, 29 June – 02 July, Sorrento, Italy.

Figueiredo, E.; Park, G.; Farrar, C. R.; Worden, K.; Figueiras, J. A. (2010). Machine Learning Algorithms for Damage Detection under Operational and Environmental Variability. SPIE Smart Structures and Materials + Nondestructive Evaluation, 76502E, 7-11 March, San Diego, CA, USA.

Flynn, E. B.; Kpotufe, S.; Harvey, D.; Figueiredo, E.; Taylor, S.; Dondi, D.; Mollov, T; Todd, M. D.; Rosing, S. T.; Park, G.; Farrar, C.R. (2010). SHMTools: A New Embeddable Software Package for SHM Applications. SPIE Smart Structures and Materials + Nondestructive Evaluation, 764717, 7-11 March, San Diego, CA, USA.

Park, G.; Figueiredo, E.; Farinholt, K. M.; & Farrar, C. R. (2010). Time Series Predictive Models of Piezoelectric Active-Sensing for SHM Applications. SPIE Smart Structures and Materials + Nondestructive Evaluation, 765004, 7-11 March, San Diego, CA, USA.

Taylor, S.; Farinholt, K.; Flynn, E.; Figueiredo, E.; Mascarenas, D.; Park, G.; Todd, M.; Farrar, C. R (2009). A Mobile-Agent Based Wireless Sensing Network for SHM – Field Study at the Alamosa Canyon Bridge. 7thInternational Workshop on Structural Health Monitoring, 9-11 September, Palo Alto, CA, USA.

Figueiredo, E.; Park, G.; Figueiras, J.; Farrar, C.R.; Worden, K. (2009). Structural Health Monitoring Algorithm Comparisons using Standard Data Sets. 7th International Workshop on Structural Health Monitoring, 9-11 September, Palo Alto, CA, USA.

Taylor, S.; Farinholt, K.; Flynn, E.; Figueiredo, E.; Mascarenas, D.; Moro, E.; Park, G.; Todd, M.; Farrar, C. R. (2008). A Mobile-Agent Based Wireless Sensing Network for Structural Health Monitoring Applications. 2ndAsia-Pacific Workshop on Structural Health Monitoring, 2-4 December, Melborne, Australia.

Figueiredo, E.; Figueiras, J.; Park, G.; Farrar, C.R. (2008). Data Normalization and Nonlinear Damage Identification using Auto-associative Neural Networks and Factor Analysis. 4th European Workshop on Structural Health Monitoring, 2-4 July, Cracow, Poland.

Figueiredo, E.; Figueiras, J. (2008). Using Field Tests for Structural Identification in SHM. 7th International Conference on Steel Bridges, 4-6 June, Guimarães, Portugal.

Figueiredo, E.; Barros, R.C. (2007). A Influência do Amortecimento em Isolamento Sísmico. Sísmica 2007, 7º Encontro Nacional de Sismologia e Engenharia Sísmica, FEUP, 26-28 September, Porto, Portugal. (in Portuguese)

Figueiredo, E.; Barros, R.C. (2007). An Insight on the Influence of Damping in Seismic Isolation. 11th International Conference on Civil, Structural and Environmental Engineering Computing, 18-21 September, St. Julians, Malta.

Figueiredo, E.; Juvandes, L.; Brandão, F.B.; Figueiras, J. (2006). Concepção e Dimensionamento de uma Ponte Pedonal para a Geira Romana no Gerês. JPEE, 4as Jornadas Portuguesas de Engenharia de Estruturas, LNEC, Lisbon, Portugal. (in Portuguese)

Figueiredo, E.; Barros, R.C. (2005). Estabilidade de Estruturas Reticuladas planas de Peças Lineares pelo Método dos Elementos Finitos. 4º Congresso Luso-Moçambicano de Engenharia, Maputo, Mozambique. (in Portuguese)

Dissertations

Figueiredo, E. (2010). Damage Identification in Civil Engineering Infrastructure underOperational and Environmental Conditions. Doctor of Philosophy Dissertation in Civil Engineering, University of Porto, Faculty of Engineering. Advisors: Joaquim A. Figueiras and Charles R. Farrar.

Figueiredo, E. (2007). Monitoring and Assessment of the Behavior of Civil Infrastructures. Master of Science Dissertation in Structures of Civil Engineering. University of Porto, Faculty of Engineering. Advisor: Joaquim A. Figueiras. (in Portuguese)

Copyrights

SHMTools – Matlab Toolbox, Los Alamos National Laboratory, USA, 2010. Co-authors: Flynn, E., Harvey, D., Figueiredo, E., Kpotufe, S., Overly, T., Farrar, C., Park, G., Farinholt, K., Todd, M., Doebling, S., Cornwell, P., Straser, E., Bornn, L..

Special Issues

Special Collection on “Structural Health Monitoring and Damage Detection”. Yun-Lai Zhou (Lead Guest Editor), Eloi Figueiredo (Co-Guest Editor). Advances in Mechanical Engineering, 2020.

Special Collection on “Structural Control and Integrity Monitoring in Intricate Structures”. Yun-Lai Zhou, Linya Liu, Magd Abdel Wahab, Nuno Maia, Eloi Figueiredo (Co-Guest), International Journal of Distributed Sensor Networks, 2019.

Special Issue on "Bridge Structural Health Monitoring and Damage Identification", Yun Lai Zhou, Magd Abdel Wahab, Eloi Figueiredo, Francisco Javier Cara Cañas. Sensors (ISSN 1424-8220).