| Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines NEI Karabadji, H Seridi, I Khelf, N Azizi, R Boulkroune Engineering Applications of Artificial Intelligence 35, 71-83, 2014 | 59 | 2014 |
| Angular modeling of a rotating machine in non-stationary conditions: Application to monitoring bearing defects of wind turbines with instantaneous angular speed JL Gomez, I Khelf, A Bourdon, H André, D Rémond Mechanism and Machine Theory 136, 27-51, 2019 | 47 | 2019 |
| Adaptive fault diagnosis in rotating machines using indicators selection I Khelf, L Laouar, AM Bouchelaghem, D Rémond, S Saad Mechanical Systems and Signal Processing 40 (2), 452-468, 2013 | 32 | 2013 |
| A data sampling and attribute selection strategy for improving decision tree construction NEI Karabadji, I Khelf, H Seridi, S Aridhi, D Remond, W Dhifli Expert Systems with Applications 129, 84-96, 2019 | 28 | 2019 |
| Diagnostic des machines tournantes par les techniques de l’intelligence artificielle I Khelf Thèse de Doctorat, Université Badji Mokhtar Annaba, 2014 | 16 | 2014 |
| Decision tree selection in an industrial machine fault diagnostics NEI Karabadji, H Seridi, I Khelf, L Laouar Model and Data Engineering: 2nd International Conference, MEDI 2012 …, 2012 | 16 | 2012 |
| Genetic optimization of decision tree choice for fault diagnosis in an industrial ventilator NEI Karabadji, I Khelf, H Seridi, L Laouar Condition Monitoring of Machinery in Non-Stationary Operations: Proceedings …, 2012 | 15 | 2012 |
| Restoring cyclostationarity of rolling element bearing signals from the instantaneous phase of their envelope A Marsick, H André, I Khelf, Q Leclère, J Antoni Mechanical Systems and Signal Processing 193, 110264, 2023 | 11 | 2023 |
| Harmonic product spectrum revisited and adapted for rotating machine monitoring based on IAS H Andre, I Khelf, Q Leclere Proceedings of the 9th International Conference Surveillance, Fes, Morocco …, 2017 | 8 | 2017 |
| Improving the monitoring indicators of a variable speed wind turbine using support vector regression H André, F Allemand, I Khelf, A Bourdon, D Rémond Applied Acoustics 166, 107350, 2020 | 7 | 2020 |
| Wind turbine bearing fault detected with IAS combined with harmonic product spectrum A Hugo, K Ilyes, Q Leclere COMADEM 2017, 2017 | 6 | 2017 |
| Investigation of the Influence of the Operating Parameters on theMagnetic Encoder Geometric Error Compensation HI Cakar, I Khelf, H André Surveillance, Vishno and AVE conferences, 2019 | 4 | 2019 |
| Combining RBF-PCA-ReliefF filter for a better diagnosis performance in rotating machines I Khelf, L Laouar, H Bendjama, AM Bouchelaghem Condition Monitoring of Machinery in Non-Stationary Operations: Proceedings …, 2012 | 4 | 2012 |
| Hybrid scheme for wind turbine condition monitoring based on instantaneous angular speed and pattern recognition I Khelf, JL Gomez, A Bourdon, H Andre, D Remond Advances in Condition Monitoring of Machinery in Non-Stationary Operations …, 2018 | 3 | 2018 |
| Simplified dynamic model of a wind turbine shaft line operating in non-stationary conditions applied to the analysis of IAS as a machinery surveillance tool JL Gomez, I Khelf, A Bourdon, H André, D Rémond Advances in Condition Monitoring of Machinery in Non-Stationary Operations …, 2018 | 3 | 2018 |
| Amélioration du diagnostic d'une machine tournante par la sélection du vecteur d'entrée I Khelf, L Laouar CFM 2011-20ème Congrès Français de Mécanique, 2011 | 3 | 2011 |
| Benefits of Mann–Kendall trend analysis for vibration-based condition monitoring A Marsick, H André, I Khelf, Q Leclère, J Antoni Mechanical Systems and Signal Processing 216, 111486, 2024 | 1 | 2024 |
| Normalization Process Based on Kernel Ridge Regression Applied on Wind Turbine IAS Monitoring H Andre, F Allemand, I Khelf, A Bourdon, D Remond Advances in Condition Monitoring of Machinery in Non-Stationary Operations …, 2019 | 1 | 2019 |
| Bearing degradation indicator using characteristic frequencies applied on non-stationary vibration signals A Marsick, R Bertoni, H André, I Khelf, Q Leclere, J Antoni Surveillance, Vibrations, Shock and Noise, 2023 | | 2023 |
| Non-parametric trend analysis of condition monitoring indicators A Marsick, H Andre, I Khelf, Q Leclere, J Antoni Wind Energy Science Conference 2023, 2023 | | 2023 |
