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Magda Ruiz
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Multivariate statistics process control for dimensionality reduction in structural assessment
LE Mujica, J Vehí, M Ruiz, M Verleysen, W Staszewski, K Worden
Mechanical Systems and Signal Processing 22 (1), 155-171, 2008
1112008
Wind turbine fault detection and classification by means of image texture analysis
M Ruiz, LE Mujica, S Alferez, L Acho, C Tutiven, Y Vidal, J Rodellar, ...
Mechanical Systems and Signal Processing 107, 149-167, 2018
862018
A structural damage detection indicator based on principal component analysis and statistical hypothesis testing
LE Mújica, M Ruiz, F Pozo, J Rodellar, A Güemes
Smart materials and structures 23 (2), 025014, 2013
842013
Combining multiway principal component analysis (MPCA) and clustering for efficient data mining of historical data sets of SBR processes
K Villez, M Ruiz, G Sin, J Colomer, C Rosen, PA Vanrolleghem
Water Science and Technology 57 (10), 1659-1666, 2008
672008
Automatic recognition of atypical lymphoid cells from peripheral blood by digital image analysis
S Alférez, A Merino, L Bigorra, L Mujica, M Ruiz, J Rodellar
American journal of clinical pathology 143 (2), 168-176, 2015
612015
Predictors of failure with high-flow nasal oxygen therapy in COVID-19 patients with acute respiratory failure: a multicenter observational study
R Mellado-Artigas, LE Mujica, ML Ruiz, BL Ferreyro, F Angriman, E Arruti, ...
Journal of Intensive Care 9 (1), 1-9, 2021
382021
Detection of structural changes through principal component analysis and multivariate statistical inference
F Pozo, I Arruga, LE Mujica, M Ruiz, E Podivilova
Structural Health Monitoring 15 (2), 127-142, 2016
382016
Partial least square/projection to latent structures (PLS) regression to estimate impact localization in structures
M Ruiz, LE Mujica, X Berjaga, J Rodellar
Smart materials and structures 22 (2), 025028, 2013
362013
Automatic classification of atypical lymphoid B cells using digital blood image processing
S Alférez, A Merino, LE Mujica, M Ruiz, L Bigorra, J Rodellar
International journal of laboratory hematology 36 (4), 472-480, 2014
302014
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
302014
Multivariate Principal Component Analysis and Case-Based Reasoning for monitoring, fault detection and diagnosis in a WWTP
M Ruiz, G Sin, X Berjaga, J Colprim, S Puig, J Colomer
Water Science and Technology 64 (8), 1661-1667, 2011
232011
Qualitative trends for situation assessment in sbr wastewater treatment process
M Rubio, J Colomer, M Ruiz, J Colprim, J Melendez
Proceedings of the 4th ECAI workshop on binding environmental sciences and …, 2004
192004
Multiway principal component analysis contributions for structural damage localization
M Ruiz, LE Mujica, J Sierra, F Pozo, J Rodellar
Structural health monitoring 17 (5), 1151-1165, 2018
162018
Damage detection in composite materials structures under variable loads conditions by using fiber Bragg gratings and principal component analysis, involving new unfolding and …
J Sierra-Pérez, A Güemes, LE Mujica, M Ruiz
Journal of Intelligent Material Systems and Structures 26 (11), 1346-1359, 2015
162015
PCA based stress monitoring of cylindrical specimens using pzts and guided waves
J Quiroga, L Mujica, R Villamizar, M Ruiz, J Camacho
Sensors 17 (12), 2788, 2017
152017
Principal component analysis in combination with case-based reasoning for detecting therapeutically correct and incorrect measurements in continuous glucose monitoring systems
Y Leal, M Ruiz, C Lorencio, J Bondia, L Mujica, J Vehi
Biomedical Signal Processing and Control 8 (6), 603-614, 2013
152013
Contribution plots on PCA based indices for damage identification on structures
LE Mujica, M Ruiz, A Güemes, J Rodellar
Proc of the 4th. ECCOMAS thematic conference on smart structures and …, 2009
122009
Ensemble learning as approach for pipeline condition assessment
J Camacho-Navarro, M Ruiz, R Villamizar, L Mujica, G Moreno-Beltrán
Journal of Physics: Conference Series 842 (1), 012019, 2017
112017
Multivariate statistical process control and case-based reasoning for situation assessment of sequencing batch reactors
M Ruiz, J Colomer
University of Girona, Spain, 2008
92008
Situation assessment of a sequencing batch reactor using multiblock MPCA and fuzzy classification
ML Ruiz, J Colomer, M Rubio, J Meléndez, J Colprim
Proc. of the 4th Int. Workshop Binding Environmental Sciences and Artificial …, 2004
92004
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Articles 1–20