Ilyes Khelf

Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines

Nour El Islem Karabadji, Hassina Seridi, Ilyes Khelf et al. · Engineering Applications of Artificial Intelligence · 2014 · 49 citations

Fault Diagnosis, Reliability Engineering, Engineering +13

Angular modeling of a rotating machine in non-stationary conditions: Application to monitoring bearing defects of wind turbines with instantaneous angular speed

José L. Gómez, Ilyes Khelf, Adeline Bourdon et al. · Mechanism and Machine Theory · 2019 · 46 citations · Full text

Condition Monitoring, Angular Modeling, Engineering +8

Restoring cyclostationarity of rolling element bearing signals from the instantaneous phase of their envelope

Adrien Marsick, Hugo André, Ilyes Khelf et al. · Mechanical Systems and Signal Processing · 2023 · 28 citations · Full text

Instantaneous Phase, Element Bearing Signals

Benefits of Mann–Kendall trend analysis for vibration-based condition monitoring

Adrien Marsick, Hugo André, Ilyes Khelf et al. · Mechanical Systems and Signal Processing · 2024 · 23 citations · Full text

Rank-based Statistics, Condition Monitoring, Vibrations +14

A data sampling and attribute selection strategy for improving decision tree construction

Nour El Islem Karabadji, Ilyes Khelf, Hassina Seridi et al. · Expert Systems with Applications · 2019 · 21 citations

Engineering, Feature Selection, Optimization-based Data Mining +16