Fannia Pacheco

Towards the Deployment of Machine Learning Solutions in Network Traffic Classification: A Systematic Survey

Fannia Pacheco, Ernesto Expósito, Mathieu Gineste et al. · IEEE Communications Surveys & Tutorials · 2018 · 352 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +17

Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery

Fannia Pacheco, Mariela Cerrada, René–Vinicio Sánchez et al. · Expert Systems with Applications · 2016 · 102 citations

Fault Diagnosis, Condition Monitoring, Rough Set Theory +12

A comparison of fuzzy clustering algorithms for bearing fault diagnosis

Chuan Li, Mariela Cerrada, Diego Cabrera et al. · Journal of Intelligent & Fuzzy Systems · 2018 · 82 citations

Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation

Diego Cabrera, Fernando Sancho, Chuan Li et al. · Applied Soft Computing · 2017 · 73 citations

Fault Diagnosis, Condition Monitoring, Helical Gearbox +8

A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions

Fannia Pacheco, José Valente de Oliveira, René–Vinicio Sánchez et al. · Neurocomputing · 2016 · 68 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +14