Muhammad Azam - RankMe

37 papers B 2C 4Misc 5Journal 13Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Constrained IVAMGGMM: Application to Mental Disorders Detection. IEEE Trans. Emerg. Top. Comput. Intell. Ali Algumaei, Muhammad Azam, Nizar Bouguila
2025	—	`conf`	Multivariate Bounded Support Kotz Mixture Model: Addressing Financial Fraud and Network Security Challenges. SNPD-Summer Tsega Weldu Araya, Muhammad Azam, Nizar Bouguila, Jamal Bentahar
2025	J	`jnl`	Multivariate bounded support Kotz mixture model with semi-supervised projected model-based clustering. Inf. Fusion Tsega Weldu Araya, Muhammad Azam, Nizar Bouguila, Jamal Bentahar
2025	—	`conf`	Schizophrenia Detection using non-Orthogonal Adaptive Constrained Independent Vector Analysis with Multivariate Distribution. SNPD-Summer Ali Algumaei, Muhammad Azam, Nizar Bouguila
2024	—	`conf`	Adaptive Constrained ICABMGGMM: Application to ECG Blind Source Separation. ICONIP (5) Ali Algumaei, Muhammad Azam, Manar Amayri, Nizar Bouguila
2024	J	`jnl`	Explainable finite mixture of mixtures of bounded asymmetric generalized Gaussian and Uniform distributions learning for energy demand management. ACM Trans. Intell. Syst. Technol. Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2024	J	`jnl`	Hidden Markov models with multivariate bounded asymmetric student's t-mixture model emissions. Pattern Anal. Appl. Ons Bouarada, Muhammad Azam, Manar Amayri, Nizar Bouguila
2024	Misc	`conf`	Mental Disorder Detection using Non-Orthogonal Adaptive Constrained IVABMGGMM. ATSIP Ali Algumaei, Muhammad Azam, Nizar Bouguila
2024	C	`conf`	Multivariate Bounded Support Kotz Mixture Model with Minimum Message Length Criterion. ISNCC Tsega Weldu Araya, Muhammad Azam, Nizar Bouguila, Jamal Bentahar
2024	J	`jnl`	Novel approach for ECG separation using adaptive constrained IVABMGGMM. Digit. Signal Process. Ali Algumaei, Muhammad Azam, Nizar Bouguila
2023	—	`conf`	Adaptive Constrained ICAMGGMM: An Improvement Over ICA. SNAMS Ali Algumaei, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023	J	`jnl`	Bounded multivariate generalized Gaussian mixture model using ICA and IVA. Pattern Anal. Appl. Ali Algumaei, Muhammad Azam, Fatma Najar, Nizar Bouguila
2023	—	`conf`	Enhanced Energy Characterization and Feature Selection Using Explainable Non-parametric AGGMM. ACIIDS (Companion) Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023	B	`conf`	Enhancing Human Action Recognition with Asymmetric Generalized Gaussian Mixture Model-Based Hidden Markov Models and Bounded Support. SMC Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023	B	`conf`	Explainable Robust Smart Meter Data Clustering for Improved Energy Management. SMC Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023	J	`jnl`	ICA and IVA bounded multivariate generalized Gaussian mixture based hidden Markov models. Eng. Appl. Artif. Intell. Ali Algumaei, Muhammad Azam, Manar Amayri, Nizar Bouguila
2023	J	`jnl`	Unsupervised Mixture Models on the Edge for Smart Energy Consumption Segmentation with Feature Saliency. Sensors Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
2022	J	`jnl`	A Bayesian sampling framework for asymmetric generalized Gaussian mixture models learning. Neural Comput. Appl. Ravi Teja Vemuri, Muhammad Azam, Nizar Bouguila, Zachary Patterson
2022	—	`conf`	Bayesian Model and Feature Selection in Asymmetric Generalized Gaussian Mixtures. ICIT Ravi Teja Vemuri, Muhammad Azam, Nizar Bouguila, Zachary Patterson
2022	J	`jnl`	Multivariate bounded support asymmetric generalized Gaussian mixture model with model selection using minimum message length. Expert Syst. Appl. Muhammad Azam, Nizar Bouguila
2021	—	`conf`	Model Selection Criterion for Multivariate Bounded Asymmetric Gaussian Mixture Model. EUSIPCO Zixiang Xian, Muhammad Azam, Manar Amayri, Nizar Bouguila
2021	J	`jnl`	Multivariate-bounded Gaussian mixture model with minimum message length criterion for model selection. Expert Syst. J. Knowl. Eng. Muhammad Azam, Nizar Bouguila
2021	—	`conf`	Spatial image segmentation based on Beta-Liouville mixture models and Markov Random Field. ICIT Muhammad Azam, Jai Puneet Singh, Nizar Bouguila
2021	Misc	`conf`	Statistical Modeling Using Bounded Asymmetric Gaussian Mixtures: Application to Human Action and Gender Recognition. IRI Zixiang Xian, Muhammad Azam, Nizar Bouguila
2020	J	`jnl`	Multivariate bounded support Laplace mixture model. Soft Comput. Muhammad Azam, Nizar Bouguila
2019	J	`jnl`	Bounded Generalized Gaussian Mixture Model with ICA. Neural Process. Lett. Muhammad Azam, Nizar Bouguila
2019	Misc	`conf`	Data Clustering Using Online Variational Learning of Finite Scaled Dirichlet Mixture Models. IRI Hieu Nguyen, Meeta Kalra, Muhammad Azam, Nizar Bouguila
2019	—	`conf`	Data Clustering Using Variational Learning of Finite Scaled Dirichlet Mixture Models with Component Splitting. ICIAR (2) Hieu Nguyen, Kamal Maanicshah, Muhammad Azam, Nizar Bouguila
2019	—	`conf`	Data Clustering using Variational Learning of Finite Scaled Dirichlet Mixture Models. ISIE Hieu Nguyen, Muhammad Azam, Nizar Bouguila
2019	Misc	`conf`	Texture Image Categorization in Wavelet Domain via Naive Bayes Classifier Based on Laplace and Generalized Gaussian Distribution. IRI Muhammad Azam, Nizar Bouguila
2018	—	`conf`	Blind Source Separation as Pre-processing to Unsupervised Keyword Spotting via an ICA Mixture Model. MWSCAS Muhammad Azam, Nizar Bouguila
2018	C	`conf`	Bounded Laplace Mixture Model with Applications to Image Clustering and Content Based Image Retrieval. ICMLA Muhammad Azam, Nizar Bouguila
2018	—	`conf`	Breast Cancer Diagnosis using Quality Control Charts and Logistic Regression. ISIVC Omar Graja, Muhammad Azam, Nizar Bouguila
2018	Misc	`conf`	Speaker Verification Using Adapted Bounded Gaussian Mixture Model. IRI Muhammad Azam, Nizar Bouguila
2018	C	`conf`	Visual Scene Reconstruction Using a Bayesian Learning Framework. ICISP Sami Bourouis, Nizar Bouguila, Yexing Li, Muhammad Azam
2016	C	`conf`	Speaker Classification via Supervised Hierarchical Clustering Using ICA Mixture Model. ICISP Muhammad Azam, Nizar Bouguila
2015	—	`conf`	Unsupervised keyword spotting using bounded generalized Gaussian mixture model with ICA. GlobalSIP Muhammad Azam, Nizar Bouguila