Muhammad Azam

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Breast Cancer Diagnosis

Model Selection

Minimum Message Length

Top Venues

Publications

Ali Algumaei, Muhammad Azam, Nizar Bouguila
Novel approach for ECG separation using adaptive constrained IVABMGGMM. Digit. Signal Process. 149 (2024)
Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
Unsupervised Mixture Models on the Edge for Smart Energy Consumption Segmentation with Feature Saliency. Sensors 23 (19) (2023)
Hussein Al-Bazzaz, Muhammad Azam, Manar Amayri, Nizar Bouguila
Enhanced Energy Characterization and Feature Selection Using Explainable Non-parametric AGGMM. ACIIDS (Companion) (2023)
Ali Algumaei, Muhammad Azam, Manar Amayri, Nizar Bouguila
ICA and IVA bounded multivariate generalized Gaussian mixture based hidden Markov models. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Ali Algumaei, Muhammad Azam, Fatma Najar, Nizar Bouguila
Bounded multivariate generalized Gaussian mixture model using ICA and IVA. Pattern Anal. Appl. 26 (3) (2023)
Ravi Teja Vemuri, Muhammad Azam, Nizar Bouguila, Zachary Patterson
A Bayesian sampling framework for asymmetric generalized Gaussian mixture models learning. Neural Comput. Appl. 34 (17) (2022)
Muhammad Azam, Nizar Bouguila
Multivariate bounded support asymmetric generalized Gaussian mixture model with model selection using minimum message length. Expert Syst. Appl. 204 (2022)
Ravi Teja Vemuri, Muhammad Azam, Nizar Bouguila, Zachary Patterson
Bayesian Model and Feature Selection in Asymmetric Generalized Gaussian Mixtures. ICIT (2022)
Muhammad Azam, Nizar Bouguila
Multivariate-bounded Gaussian mixture model with minimum message length criterion for model selection. Expert Syst. J. Knowl. Eng. 38 (5) (2021)
Muhammad Azam, Jai Puneet Singh, Nizar Bouguila
Spatial image segmentation based on Beta-Liouville mixture models and Markov Random Field. ICIT (2021)
Zixiang Xian, Muhammad Azam, Manar Amayri, Nizar Bouguila
Model Selection Criterion for Multivariate Bounded Asymmetric Gaussian Mixture Model. EUSIPCO (2021)
Zixiang Xian, Muhammad Azam, Nizar Bouguila
Statistical Modeling Using Bounded Asymmetric Gaussian Mixtures: Application to Human Action and Gender Recognition. IRI (2021)
Muhammad Azam, Nizar Bouguila
Multivariate bounded support Laplace mixture model. Soft Comput. 24 (17) (2020)
Hieu Nguyen, Muhammad Azam, Nizar Bouguila
Data Clustering using Variational Learning of Finite Scaled Dirichlet Mixture Models. ISIE (2019)
Muhammad Azam, Nizar Bouguila
Bounded Generalized Gaussian Mixture Model with ICA. Neural Process. Lett. 49 (3) (2019)
Hieu Nguyen, Kamal Maanicshah, Muhammad Azam, Nizar Bouguila
Data Clustering Using Variational Learning of Finite Scaled Dirichlet Mixture Models with Component Splitting. ICIAR (2) (2019)
Muhammad Azam, Nizar Bouguila
Texture Image Categorization in Wavelet Domain via Naive Bayes Classifier Based on Laplace and Generalized Gaussian Distribution. IRI (2019)
Hieu Nguyen, Meeta Kalra, Muhammad Azam, Nizar Bouguila
Data Clustering Using Online Variational Learning of Finite Scaled Dirichlet Mixture Models. IRI (2019)
Muhammad Azam, Nizar Bouguila
Bounded Laplace Mixture Model with Applications to Image Clustering and Content Based Image Retrieval. ICMLA (2018)
Omar Graja, Muhammad Azam, Nizar Bouguila
Breast Cancer Diagnosis using Quality Control Charts and Logistic Regression. ISIVC (2018)
Muhammad Azam, Nizar Bouguila
Blind Source Separation as Pre-processing to Unsupervised Keyword Spotting via an ICA Mixture Model. MWSCAS (2018)
Muhammad Azam, Nizar Bouguila
Speaker Verification Using Adapted Bounded Gaussian Mixture Model. IRI (2018)
Sami Bourouis, Nizar Bouguila, Yexing Li, Muhammad Azam
Visual Scene Reconstruction Using a Bayesian Learning Framework. ICISP (2018)
Muhammad Azam, Nizar Bouguila
Speaker Classification via Supervised Hierarchical Clustering Using ICA Mixture Model. ICISP (2016)
Muhammad Azam, Nizar Bouguila
Unsupervised keyword spotting using bounded generalized Gaussian mixture model with ICA. GlobalSIP (2015)