| 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 | 106 | 2018 |
| Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM R Medina, JC Macancela, P Lucero, D Cabrera, RV Sánchez, M Cerrada Journal of Intelligent Manufacturing 33 (4), 1031-1055, 2022 | 44 | 2022 |
| Vibration signal analysis using symbolic dynamics for gearbox fault diagnosis R Medina, JC Macancela, P Lucero, D Cabrera, M Cerrada, RV Sánchez, ... The International Journal of Advanced Manufacturing Technology 104, 2195-2214, 2019 | 28 | 2019 |
| Multi-fault diagnosis of rotating machinery by using feature ranking methods and SVM-based classifiers RV Sánchez, P Lucero, JC Macancela, M Cerrada, RE Vásquez, ... 2017 International conference on sensing, diagnostics, prognostics, and …, 2017 | 28 | 2017 |
| Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings M Peña, M Cerrada, X Alvarez, D Jadán, P Lucero, B Milton, R Guamán, ... Journal of Intelligent & Fuzzy Systems 34 (6), 3451-3462, 2018 | 26 | 2018 |
| A comparative feature analysis for gear pitting level classification by using acoustic emission, vibration and current signals RV Sánchez, P Lucero, RE Vásquez, M Cerrada, D Cabrera IFAC-PapersOnLine 51 (24), 346-352, 2018 | 24 | 2018 |
| Evaluation of time and frequency condition indicators from vibration signals for crack detection in railway axles RV Sánchez, P Lucero, JC Macancela, H Rubio Alonso, M Cerrada, ... Applied Sciences 10 (12), 4367, 2020 | 13 | 2020 |
| ANOVA and cluster distance based contributions for feature empirical analysis to fault diagnosis in rotating machinery M Pena, X Alvarez, D Jadán, P Lucero, M Barragán, R Guamán, ... 2017 International Conference on Sensing, Diagnostics, Prognostics, and …, 2017 | 12 | 2017 |
| Accelerometer placement comparison for crack detection in railway axles using vibration signals and machine learning P Lucero, RV Sánchez, JC Macancela, D Cabrera, M Cerrada, C Li, ... 2019 Prognostics and System Health Management Conference (PHM-Paris), 291-296, 2019 | 10 | 2019 |
| Gear crack level classification by using KNN and time-domain features from acoustic emission signals under different motor speeds and loads RV Sanchez, P Lucero, JC Macancela, M Cerrada, D Cabrera, R Vasquez SDPC 2018, 465-470, 2018 | 10 | 2018 |
| SOA based integrated software to develop fault diagnosis models using machine learning in rotating machinery M Cerrada, F Pacheco, RV Sánchez, D Cabrera, J Macancela, P Lucero 2017 IEEE Symposium on Service-Oriented System Engineering (SOSE), 28-37, 2017 | 8 | 2017 |
| A LSTM neural network approach using vibration signals for classifying faults in a gearbox R Medina, JC Macancela, P Lucero, D Cabrera, C Li, M Cerrada, ... 2019 International Conference on Sensing, Diagnostics, Prognostics, and …, 2019 | 5 | 2019 |
| Implementation of a virtual velocity sensor for a DC motor through artificial neural networks in a FPGA system RA Zapatán, PM Lúcero, EE Armijos, J Coronel, DR Cabrera 2015 CHILEAN Conference on Electrical, Electronics Engineering, Information …, 2015 | 2 | 2015 |
| Modelos de variables latentes en patrones de alimentación y actividad física en niños/adolescentes: una revisión sistemática G Soto, P Lucero, S Escandón, D Cabrera, M Cerrada, RV Sánchez, ... Archivos Latinoamericanos de Nutrición (ALAN) 73 (Supl. 2), 151-161, 2023 | 1 | 2023 |
| Influence of accelerometer position on gearbox fault severity classification through evaluation of deep learning models JC Macancela, D Cabrera, P Lucero, M Cerrada, C Li, S Villacrés, ... 2019 Prognostics and System Health Management Conference (PHM-Paris), 303-308, 2019 | 1 | 2019 |
| Models of latent variables used for eating and physical activity patterns in children/adolescents: a systematic review G Soto, P Lucero, S Escandon, D Cabrera, M Cerrada, RV Sanchez, ... Archivos Latinoamericanos de Nutrición 73, 151-161, 2023 | | 2023 |
| Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings MP Peña Ortega, M Cerrada, LX Alvarez Palomeque, DC Jadan Aviles, ... | | 2018 |
Mariela Cerrada Lozada (ORCID: 000...Universidad Politécnica Salesiana, Cuenca-Ecuadorups.edu.ec의 이메일 확인됨