| Gearbox fault diagnosis based on deep random forest fusion of acoustic and vibratory signals C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera, RE Vásquez Mechanical Systems and Signal Processing 76, 283-293, 2016 | 230 | 2016 |
| A review on data-driven fault severity assessment in rolling bearings M Cerrada, RV Sánchez, C Li, F Pacheco, D Cabrera, JV de Oliveira, ... Mechanical Systems and Signal Processing 99, 169-196, 2018 | 221 | 2018 |
| Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera, R Vásquez Neurocomputing, 2015 | 197 | 2015 |
| Fault diagnosis in spur gears based on genetic algorithm and random forest M Cerrada, G Zurita, D Cabrera, RV Sánchez, M Artés, C Li Mechanical Systems and Signal Processing 70, 87-103, 2016 | 179 | 2016 |
| Fault diagnosis for rotating machinery using vibration measurement deep statistical feature learning C Li, RV Sánchez, G Zurita, M Cerrada, D Cabrera Sensors 16 (6), 895, 2016 | 141 | 2016 |
| Rolling element bearing defect detection using the generalized synchrosqueezing transform guided by time–frequency ridge enhancement C Li, V Sanchez, G Zurita, MC Lozada, D Cabrera ISA transactions 60, 274-284, 2016 | 89 | 2016 |
| Extracting repetitive transients for rotating machinery diagnosis using multiscale clustered grey infogram C Li, D Cabrera, JV de Oliveira, RV Sanchez, M Cerrada, G Zurita Mechanical Systems and Signal Processing 76, 157-173, 2016 | 83 | 2016 |
| Multi-stage feature selection by using genetic algorithms for fault diagnosis in gearboxes based on vibration signal M Cerrada, RV Sánchez, D Cabrera, G Zurita, C Li Sensors 15 (9), 23903-23926, 2015 | 78 | 2015 |
| Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery F Pacheco, M Cerrada, RV Sánchez, D Cabrera, C Li, JV de Oliveira Expert Systems with Applications 71, 69-86, 2017 | 73 | 2017 |
| A systematic review of fuzzy formalisms for bearing fault diagnosis C Li, JV De Oliveira, M Cerrada, D Cabrera, RV Sánchez, G Zurita IEEE Transactions on Fuzzy Systems 27 (7), 1362-1382, 2018 | 63 | 2018 |
| A comparison of fuzzy clustering algorithms for bearing fault diagnosis C Li, M Cerrada, D Cabrera, RV Sanchez, F Pacheco, G Ulutagay, ... Journal of Intelligent & Fuzzy Systems 34 (6), 3565-3580, 2018 | 53 | 2018 |
| Hierarchical feature selection based on relative dependency for gear fault diagnosis M Cerrada, RV Sánchez, F Pacheco, D Cabrera, G Zurita, C Li Applied Intelligence 44 (3), 687-703, 2016 | 53 | 2016 |
| Observer-biased bearing condition monitoring: From fault detection to multi-fault classification C Li, JV de Oliveira, M Cerrada, F Pacheco, D Cabrera, V Sanchez, ... Engineering Applications of Artificial Intelligence 50, 287-301, 2016 | 47 | 2016 |
| A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions F Pacheco, JV de Oliveira, RV Sánchez, M Cerrada, D Cabrera, C Li, ... Neurocomputing 194, 192-206, 2016 | 43 | 2016 |
| Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation D Cabrera, F Sancho, C Li, M Cerrada, RV Sánchez, F Pacheco, ... Applied Soft Computing 58, 53-64, 2017 | 42 | 2017 |
| Fault diagnosis of spur gearbox based on random forest and wavelet packet decomposition D Cabrera, F Sancho, RV Sánchez, G Zurita, M Cerrada, C Li, ... Frontiers of Mechanical Engineering 10 (3), 277-286, 2015 | 34 | 2015 |
| A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification C Li, L Ledo, M Delgado, M Cerrada, F Pacheco, D Cabrera, RV Sánchez, ... Knowledge-based systems 129, 39-60, 2017 | 32 | 2017 |
| Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN RV Sanchez, P Lucero, RE Vasquez, M Cerrada, JC Macancela, ... Journal of Intelligent & Fuzzy Systems 34 (6), 3463-3473, 2018 | 24 | 2018 |
| A fuzzy transition based approach for fault severity prediction in helical gearboxes M Cerrada, C Li, RV Sánchez, F Pacheco, D Cabrera, JV de Oliveira Fuzzy Sets and Systems 337, 52-73, 2018 | 22 | 2018 |
| Fuzzy determination of informative frequency band for bearing fault detection C Li, J Valente de Oliveira, RV Sanchez, M Cerrada, G Zurita, D Cabrera Journal of Intelligent & Fuzzy Systems 30 (6), 3513-3525, 2016 | 22 | 2016 |
René-Vinicio Sánchez LojaUniversidad Politécnica Salesiana, EcuadorVerified email at ups.edu.ec
