Decision Tree Selection in an Industrial Machine Fault Diagnostics. - Nour El Islem Karabadji; Hassina Seridi; Ilyes Khelf; Lakhdar Laouar (MEDI, 2012)

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; Nabiha Azizi; Ramzi Boulkroune (Eng. Appl. Artif. Intell., 2014)

A data sampling and attribute selection strategy for improving decision tree construction. - Nour El Islem Karabadji; Ilyes Khelf; Hassina Seridi; Sabeur Aridhi; Didier Rémond; Wajdi Dhifli (Expert Syst. Appl., 2019)