Muhammad Azam

881 citations

31 papers · 583 indexed · 1 hit paper · h-index 9

Co-authors: Muhammad Younus Javed Muhammad Sharif M. Ikram Ullah Lali Zahid Iqbal Muhammad Attique Khan Nizar Bouguila Kim Khoa Nguyen Mohamed Cheriet
Topics: Bayesian Methods and Mixture Models (13 papers)Blind Source Separation Techniques (6 papers)Image Retrieval and Classification Techniques (6 papers)
Cited by: Analytical Chemistry Plant Science Building and Construction
Journals: Expert Systems with Applications Sensors Automation in Construction
Partner nations: Canada Pakistan Bangladesh

In The Last Decade

Muhammad Azam

27 papers receiving 548 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Detection and classification of citrus diseases in agriculture based on optimized weighted segmentation and feature selection

2018 340 citations Muhammad Sharif, Muhammad Attique Khan et al. Computers and Electronics in Agriculture profile →

Peers

Countries citing papers authored by Muhammad Azam

Since Specialization

Citations

This map shows the geographic impact of Muhammad Azam's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Muhammad Azam with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Muhammad Azam more than expected).

Fields of papers citing papers by Muhammad Azam

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Muhammad Azam. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Muhammad Azam. The network helps show where Muhammad Azam may publish in the future.

Co-authorship network of co-authors of Muhammad Azam

This figure shows the co-authorship network connecting the top 25 collaborators of Muhammad Azam. A scholar is included among the top collaborators of Muhammad Azam based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Muhammad Azam. Muhammad Azam is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Novel approach for ECG separation using adaptive constrained IVABMGGMM 2024 ·Digital Signal Processing ·(unknown),Muhammad Azam,Nizar Bouguila	2
2	A Study on the Effectiveness of Fine-Tuning VGG16 Versus Classical Machine Learning and Deep Learning Models for Skin Burn Detection 2024 ·Muhammad Ashraf,(unknown),Muhammad Azam,Muhammad Ashraf,(unknown),(unknown)	0
3	Explainable finite mixture of mixtures of bounded asymmetric generalized Gaussian and Uniform distributions learning for energy demand management 2024 ·ACM Transactions on Intelligent Systems and Technology ·(unknown),Muhammad Azam,Manar Amayri,Nizar Bouguila	2
4	ICA and IVA bounded multivariate generalized Gaussian mixture based hidden Markov models 2023 ·Engineering Applications of Artificial Intelligence ·(unknown),Muhammad Azam,Manar Amayri,Nizar Bouguila	3
5	Bounded multivariate generalized Gaussian mixture model using ICA and IVA 2023 ·Pattern Analysis and Applications ·(unknown),Muhammad Azam,(unknown),Nizar Bouguila	10
6	Adaptive Constrained ICAMGGMM: An Improvement Over ICA 2023 ·(unknown),Muhammad Azam,Manar Amayri,Nizar Bouguila	0
7	Large-eddy-simulation of turbulent buoyant flow and conjugate heat transfer in a cubic cavity with fin ribbed radiators 2023 ·Numerical Heat Transfer Part A Applications ·Sadia Siddiqa,(unknown),Muhammad Azam,Abdelraheem M. Aly,Md. Mamun Molla	10
8	Bayesian Model and Feature Selection in Asymmetric Generalized Gaussian Mixtures 2022 ·(unknown),Muhammad Azam,Nizar Bouguila,Zachary Patterson	2
9	Multivariate bounded support asymmetric generalized Gaussian mixture model with model selection using minimum message length 2022 ·Expert Systems with Applications ·Muhammad Azam,Nizar Bouguila	6
10	Statistical Modeling Using Bounded Asymmetric Gaussian Mixtures: Application to Human Action and Gender Recognition 2021 ·(unknown),Muhammad Azam,Nizar Bouguila	2
11	Model Selection Criterion for Multivariate Bounded Asymmetric Gaussian Mixture Model 2021 ·2021 29th European Signal Processing Conference (EUSIPCO) ·(unknown),Muhammad Azam,Manar Amayri,Nizar Bouguila	2
12	Multivariate‐bounded Gaussian mixture model with minimum message length criterion for model selection 2021 ·Expert Systems ·Muhammad Azam,Nizar Bouguila	7
13	Multivariate bounded support Laplace mixture model 2020 ·Soft Computing ·Muhammad Azam,Nizar Bouguila	11
14	Texture Image Categorization in Wavelet Domain via Naive Bayes Classifier Based on Laplace and Generalized Gaussian Distribution 2019 ·Muhammad Azam,Nizar Bouguila	0
15	Data Clustering using Variational Learning of Finite Scaled Dirichlet Mixture Models 2019 ·Hieu T. Nguyen,Muhammad Azam,Nizar Bouguila	3
16	Breast Cancer Diagnosis using Quality Control Charts and Logistic Regression 2018 ·(unknown),Muhammad Azam,Nizar Bouguila	5
17	Bounded Laplace Mixture Model with Applications to Image Clustering and Content Based Image Retrieval 2018 ·Muhammad Azam,Nizar Bouguila	4
18	Detection and classification of citrus diseases in agriculture based on optimized weighted segmentation and feature selectionbreakdown → 2018 ·Computers and Electronics in Agriculture ·Muhammad Sharif,Muhammad Attique Khan,Zahid Iqbal,Muhammad Azam,M. Ikram Ullah Lali,Muhammad Younus Javed	340
19	Unsupervised keyword spotting using bounded generalized Gaussian mixture model with ICA 2015 ·Muhammad Azam,Nizar Bouguila	8
20	An improved, non-data aided symbol timing recovery for GMSK modulated signals 2005 ·Muhammad Azam,(unknown),Jamil Ahmad,(unknown)	1

About Muhammad Azam

Muhammad Azam is a scholar working on Signal Processing, Computer Vision and Pattern Recognition and Artificial Intelligence, having authored 31 papers that have together received 583 indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (13 papers), Blind Source Separation Techniques (6 papers) and Image Retrieval and Classification Techniques (6 papers). The work is most often cited by research in Analytical Chemistry (142 citations), Plant Science (290 citations) and Building and Construction (96 citations). Muhammad Azam has collaborated with scholars based in Canada, Pakistan and Bangladesh. Frequent co-authors include Muhammad Younus Javed, Muhammad Sharif, M. Ikram Ullah Lali, Zahid Iqbal, Muhammad Attique Khan, Nizar Bouguila, Kim Khoa Nguyen, Mohamed Cheriet, Benoit Delcroix and Jérôme Le Ny. Their work appears in journals such as Expert Systems with Applications, Sensors and Automation in Construction.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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