Jean-Carlo Macancela

Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN

René–Vinicio Sánchez, Pablo Lucero, Rafael E. Vásquez et al. · Journal of Intelligent & Fuzzy Systems · 2018 · 99 citations

Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM

Rubén Medina, Jean-Carlo Macancela, Pablo Lucero et al. · Journal of Intelligent Manufacturing · 2020 · 49 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Vibration signal analysis using symbolic dynamics for gearbox fault diagnosis

Rubén Medina, Jean-Carlo Macancela, Pablo Lucero et al. · The International Journal of Advanced Manufacturing Technology · 2019 · 33 citations

Fault Diagnosis, Condition Monitoring, Engineering +9

AutoML for Feature Selection and Model Tuning Applied to Fault Severity Diagnosis in Spur Gearboxes

Mariela Cerrada, Leonardo Trujillo, Daniel E. Hernández et al. · Mathematical and Computational Applications · 2022 · 27 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +24

Multi-fault Diagnosis of Rotating Machinery by Using Feature Ranking Methods and SVM-based Classifiers

René–Vinicio Sánchez, Pablo Lucero, Jean-Carlo Macancela et al. · 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC) · 2017 · 25 citations

Fault Diagnosis, Engineering, Machine Learning +18