Adaptive Constrained ICAMGGMM: An Improvement Over ICA. - Ali Algumaei; Muhammad Azam 002; Manar Amayri; Nizar Bouguila (SNAMS, 2023)

ICA and IVA bounded multivariate generalized Gaussian mixture based hidden Markov models. - Ali Algumaei; Muhammad Azam 002; Manar Amayri; Nizar Bouguila (Eng. Appl. Artif. Intell., 2023)

Bounded multivariate generalized Gaussian mixture model using ICA and IVA. - Ali Algumaei; Muhammad Azam 002; Fatma Najar; Nizar Bouguila (Pattern Anal. Appl., 2023)

Mental Disorder Detection using Non-Orthogonal Adaptive Constrained IVABMGGMM. - Ali Algumaei; Muhammad Azam 002; Nizar Bouguila (ATSIP, 2024)

Adaptive Constrained ICABMGGMM: Application to ECG Blind Source Separation. - Ali Algumaei; Muhammad Azam 002; Manar Amayri; Nizar Bouguila (ICONIP (5), 2024)

Novel approach for ECG separation using adaptive constrained IVABMGGMM. - Ali Algumaei; Muhammad Azam 002; Nizar Bouguila (Digit. Signal Process., 2024)

Adaptive Constrained IVAMGGMM: Application to Mental Disorders Detection. - Ali Algumaei; Muhammad Azam 002; Nizar Bouguila (IEEE Trans. Emerg. Top. Comput. Intell., 2025)