| 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 | 118 | 2008 |
| Wind turbine fault detection and classification by means of image texture analysis M Ruiz, LE Mujica, S Alférez, L Acho, C Tutivén, Y Vidal, J Rodellar, ... Mechanical Systems and Signal Processing 107, 149-167, 2018 | 112 | 2018 |
| 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 | 92 | 2013 |
| 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 | 74 | 2015 |
| 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 | 68 | 2008 |
| 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, 1-9, 2021 | 64 | 2021 |
| 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 | 41 | 2016 |
| 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 | 38 | 2013 |
| 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 | 34 | 2014 |
| 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 | 33 | 2014 |
| 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 | 24 | 2018 |
| 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 | 23 | 2011 |
| 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 | 22 | 2015 |
| 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 | 19 | 2004 |
| 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 | 18 | 2017 |
| 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 | 18 | 2013 |
| 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 | 13 | 2017 |
| 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 | 13 | 2009 |
| Features of cross-correlation analysis in a data-driven approach for structural damage assessment J Camacho Navarro, M Ruiz, R Villamizar, L Mujica, J Quiroga Sensors 18 (5), 1571, 2018 | 11 | 2018 |
| Support Stiffness Monitoring of Cylindrical Structures Using Magnetostrictive Transducers and the Torsional Mode T(0,1) JQ Mendez, L Mujica, R Villamizar, M Ruiz Sensors 18 (4), 1263, 2018 | 10 | 2018 |
