Switched Hybrid Dynamic Systems identification based on pattern recognition approach. - Omar Ayad; Moamar Sayed-Mouchaweh; Patrice Billaudel (FUZZ-IEEE, 2010)

Learning in dynamic environments: application to the diagnosis of evolving systems. - Moamar Sayed-Mouchaweh; Omar Ayad; Noureddine Malki (EUSFLAT Conf., 2011)

Estimation of the Number of Clusters Using Heterogeneous Multiple Classifier System. - Omar Ayad; Moamar Sayed-Mouchaweh; Patrice Billaudel (ICANN (2), 2011)

Learning under Concept Drift with Support Vector Machines. - Omar Ayad (ICANN, 2014)