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Maribel Anaya Vejar
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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
1442017
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
652017
A damage classification approach for structural health monitoring using machine learning
D Tibaduiza, MÁ Torres-Arredondo, J Vitola, M Anaya, F Pozo
Complexity 2018, 1-14, 2018
582018
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, 2015
372015
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
292020
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
262017
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
262016
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
242012
Diseño conceptual de un exoesqueleto para asistir la rehabilitación de miembro inferior
JM Grosso, D Tibaduiza
Revista UNAB–II Congreso Internacional de Ingeniería Mecatrónica 1 (1), 1-6, 2009
212009
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
162021
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
152016
Proposal of novel model for a 2 DOF exoskeleton for lower-limb rehabilitation
CC Velandia, DA Tibaduiza, MA Vejar
Robotics 6 (3), 20, 2017
132017
Diseño de un exoesqueleto mecatrónico de brazo basado en screws y robots paralelos
DA Tibaduiza, N Chio, JM Grosso, M Anaya
2do Congreso Internacional de Ingenierıa Mecatrónica, 2009
132009
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
122012
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
112016
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
112014
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
92020
Damage classification based on machine learning applications for an un-manned aerial vehicle
M Anaya, H Ceron, J Vitola, DA Tibaduiza, F Pozo
Structural Health Monitoring, 2017
82017
Manifold Learning Algorithms Applied to Structural Damage Classification
JX Leon-Medina, M Anaya, DA Tibaduiza, F Pozo
Journal of Applied and Computational Mechanics, 2020
72020
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