| A Sensor Data Fusion System Based on k-Nearest Neighbor Pattern Classification for Structural Health Monitoring Applications J Vitola, F Pozo, DA Tibaduiza, M Anaya Sensors 17 (2), 417, 2017 | 170 | 2017 |
| A damage classification approach for structural health monitoring using machine learning D Tibaduiza, MÁ Torres-Arredondo, J Vitola, M Anaya, F Pozo Complexity 2018 (1), 5081283, 2018 | 76 | 2018 |
| Distributed piezoelectric sensor system for damage identification in structures subjected to temperature changes J Vitola, F Pozo, DA Tibaduiza, M Anaya Sensors 17 (6), 1252, 2017 | 69 | 2017 |
| A bioinspired methodology based on an artificial immune system for damage detection in structural health monitoring M Anaya, DA Tibaduiza, F Pozo Shock and Vibration 2015 (1), 648097, 2015 | 39 | 2015 |
| Data-driven methodology to detect and classify structural changes under temperature variations M Anaya, DA Tibaduiza, MA Torres-Arredondo, F Pozo, M Ruiz, LE Mujica, ... Smart materials and structures 23 (4), 045006, 2014 | 34 | 2014 |
| Nonlinear feature extraction through manifold learning in an electronic tongue classification task JX Leon-Medina, M Anaya, F Pozo, D Tibaduiza Sensors 20 (17), 4834, 2020 | 33 | 2020 |
| Structural damage classification in a Jacket-type wind-turbine foundation using principal component analysis and extreme gradient boosting JX Leon-Medina, M Anaya, N Parés, DA Tibaduiza, F Pozo Sensors 21 (8), 2748, 2021 | 28 | 2021 |
| Detection and classification of structural changes using artificial immune systems and fuzzy clustering M Anaya, DA Tibaduiza, F Pozo International Journal of Bio-Inspired Computation 9 (1), 35-52, 2017 | 28 | 2017 |
| Structural Damage detection and classification based on Machine learning algorithms J Vitola Oyaga, DA Tibaduiza Burgos, M Anaya Vejar, F Pozo Montero Proceedings of the 8th European Workshop on Structural Health Monitoring, 2016 | 28 | 2016 |
| Principal component analysis vs independent component analysis for damage detection DA Tibaduiza, LE Mujica, M Anaya, J Rodellar, A Güemes Proceedings of the sixth European workshop on Structural Health Monitoring 2 …, 2012 | 27 | 2012 |
| Data-driven methodologies for structural damage detection based on machine learning applications J Vitola, MA Vejar, DAT Burgos, F Pozo Pattern Recognition-Analysis and Applications, 2016 | 18 | 2016 |
| Data classification methodology for electronic noses using uniform manifold approximation and projection and extreme learning machine JX Leon-Medina, N Parés, M Anaya, DA Tibaduiza, F Pozo Mathematics 10 (1), 29, 2021 | 14 | 2021 |
| Proposal of novel model for a 2 DOF exoskeleton for lower-limb rehabilitation CC Velandia, DA Tibaduiza, MA Vejar Robotics 6 (3), 20, 2017 | 14 | 2017 |
| Design and validation of structural health monitoring system based on bio-inspired algotithms M Anaya Vejar Universitat Politècnica de Catalunya, 2016 | 14 | 2016 |
| A sensor fault detection methodology applied to piezoelectric active systems in structural health monitoring applications D Tibaduiza, M Anaya, E Forero, R Castro, F Pozo IOP Conference Series: Materials Science and Engineering 138 (1), 012016, 2016 | 14 | 2016 |
| Application of manifold learning algorithms to improve the classification performance of an electronic nose JX Leon-Medina, M Anaya, F Pozo, DA Tibaduiza 2020 IEEE International Instrumentation and Measurement Technology …, 2020 | 13 | 2020 |
| Data driven methodology based on artificial immune systems for damage detection M Anaya, D Tibaduiza, F Pozo EWSHM-7th European Workshop on Structural Health Monitoring, 2014 | 12 | 2014 |
| Independent component analysis for detecting damages on aircraft wing skeleton DA Tibaduiza, LE Mujica, M Anaya, J Rodellar, A Güemes Proceedings of the 5th European conference on structural control (EACS 2012 …, 2012 | 12 | 2012 |
| Diseño de un exoesqueleto mecatrónico de brazo basado en screws y robots paralelos DA Tibaduiza, N Chio, JM Grosso, M Anaya presentado en II Congr. Int. Ing. Mecatrónica, CIIMECA 2, 2009 | 12 | 2009 |
| Yogurt classification using an electronic tongue system and machine learning techniques JX Leon-Medina, M Anaya, DA Tibaduiza Intelligent Systems with Applications 16, 200143, 2022 | 11 | 2022 |
Diego Alexander Tibaduiza Burgos (h...Full professor, Department of Electrical and Electronics Engineering, Universidad Nacional deDirección de correo verificada de unal.edu.co
