Using Support Vector Machines (SVMs) with Reject Option for Heartbeat Classification. - Zahia Zidelmal; Ahmed Amirou; Adel Belouchrani (BIOSIGNALS, 2009)

QRS detection based on wavelet coefficients. - Zahia Zidelmal; Ahmed Amirou; Mourad Adnane; Adel Belouchrani (Comput. Methods Programs Biomed., 2012)

Heartbeat Classification Using Support Vector Machines (SVMs) with an Embedded Reject Option. - Zahia Zidelmal; Ahmed Amirou; Adel Belouchrani (Int. J. Pattern Recognit. Artif. Intell., 2012)

ECG beat classification using a cost sensitive classifier. - Zahia Zidelmal; Ahmed Amirou; Djaffar Ould Abdeslam; Jean Mercklé (Comput. Methods Programs Biomed., 2013)

Using S-Transform and Shannon energy for electrical disturbances detection. - Ahmed Amirou; Djaffar Ould Abdeslam; Zahia Zidelmal; Mohamed Aidene; Jean Mercklé (IECON, 2014)

QRS detection using S-Transform and Shannon energy. - Zahia Zidelmal; Ahmed Amirou; Djaffar Ould Abdeslam; Ali Moukadem; Alain Dieterlen (Comput. Methods Programs Biomed., 2014)

Optimizing the Classification Cost using SVMs with a Double Hinge Loss. - Ahmed Amirou; Djaffar Ould Abdeslam; Zahia Zidelmal; A. Mohamed; Jean Mercklé (Informatica (Slovenia), 2014)

S-transform based on compact support kernel. - Zahia Zidelmal; Hocine Hamil; Ali Moukadem; Ahmed Amirou; Djaffar Ould Abdeslam (Digit. Signal Process., 2017)

Optimized time-frequency features and semi-supervised SVM to heartbeat classification. - Redouane Lekhal; Zahia Zidelmal; Djaffar Ould Abdeslam (Signal Image Video Process., 2020)

Design of a secured telehealth system based on multiple biosignals diagnosis and classification for IoT application. - Hocine Hamil; Zahia Zidelmal; Mohamed Salah Azzaz; Samir Sakhi; Redouane Kaibou; Salem Djilali; Djaffar Ould Abdeslam (Expert Syst. J. Knowl. Eng., 2022)