Прати
Diego Alexander Tibaduiza Burgos (https://orcid.org/0000-0002-4498-596X)
Diego Alexander Tibaduiza Burgos (https://orcid.org/0000-0002-4498-596X)
Full professor, Department of Electrical and Electronics Engineering, Universidad Nacional de
Верификована је имејл адреса на unal.edu.co - Почетна страница
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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
1762017
Damage classification in structural health monitoring using principal component analysis and self‐organizing maps
DA Tibaduiza, LE Mujica, J Rodellar
Structural control and health monitoring 20 (10), 1303-1316, 2013
1672013
Damage identification in structural health monitoring: A brief review from its implementation to the use of data-driven applications
DA Tibaduiza Burgos, RC Gomez Vargas, C Pedraza, D Agis, F Pozo
Sensors 20 (3), 733, 2020
1552020
A study of two unsupervised data driven statistical methodologies for detecting and classifying damages in structural health monitoring
DA Tibaduiza, MA Torres-Arredondo, LE Mujica, J Rodellar, CP Fritzen
Mechanical Systems and Signal Processing 41 (1-2), 467-484, 2013
1072013
Structural damage detection using principal component analysis and damage indices
DA Tibaduiza, LE Mujica, J Rodellar, A Güemes
Journal of Intelligent Material Systems and Structures 27 (2), 233-248, 2016
902016
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
752018
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
692017
Data-driven multivariate algorithms for damage detection and identification: evaluation and comparison
MA Torres-Arredondo, DA Tibaduiza, LE Mujica, J Rodellar, CP Fritzen
Structural Health Monitoring 13 (1), 19-32, 2014
512014
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
402015
Design and validation of a structural health monitoring system for aeronautical structures
DA Tibaduiza, LE Mujica, J Rodellar
PhD thesis, Department of Applied Mathematics III, Universitat Politecnica …, 2013
40*2013
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
332014
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
322020
Multivariate data-driven modelling and pattern recognition for damage detection and identification for acoustic emission and acousto-ultrasonics
MA Torres-Arredondo, DA Tibaduiza, M McGugan, H Toftegaard, ...
Smart materials and structures 22 (10), 105023, 2013
322013
Joint distribution adaptation for drift correction in electronic nose type sensor arrays
JX Leon-Medina, WA Pineda-Muñoz, DAT Burgos
IEEE Access 8, 134413-134421, 2020
312020
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
282021
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
282012
A data-driven methodology for the classification of different liquids in artificial taste recognition applications with a pulse voltammetric electronic tongue
JX Leon-Medina, LJ Cardenas-Flechas, DA Tibaduiza
International Journal of Distributed Sensor Networks 15 (10), 1550147719881601, 2019
272019
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
272017
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
272016
Active piezoelectric system using PCA
DA Tibaduiza Burgos, LE Mujica Delgado, A Güemes Gordo, ...
Structural health monitoring 2010: proceedings of the Fifth European …, 2010
272010
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