Muhammad Usman

53 papers Misc 1Journal 34Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multilabel Learning for Massive Categorization of Resources in Metaverse across SmartX Environments. IEEE Consumer Electron. Mag. Malik Irfan Shukat, Muhammad Usman, Bernard Fong, Kim Fung Tsang, Alvis Cheuk Ming Fong
2024	J	`jnl`	Deep learning framework for early detection of COVID-19 using X-ray images. Multim. Tools Appl. Kainat Khero, Muhammad Usman, Alvis Cheuk M. Fong
2024	J	`jnl`	Efficient mining of IoT based data streams for advanced computer vision systems. Multim. Tools Appl. Affan Ahmed Toor, Muhammad Usman, Farah Younas, Mohamed Habib, Alvis Cheuk M. Fong
2024	J	`jnl`	Rethinking encoder-decoder architecture using vision transformer for colorectal polyp and surgical instruments segmentation. Eng. Appl. Artif. Intell. Ahmed Iqbal, Zohair Ahmed, Muhammad Usman, Isra Malik
2023	J	`jnl`	A deep ensemble learning method for colorectal polyp classification with optimized network parameters. Appl. Intell. Farah Younas, Muhammad Usman, Wei Qi Yan
2023	J	`jnl`	An ensemble framework of deep neural networks for colorectal polyp classification. Multim. Tools Appl. Farah Younas, Muhammad Usman, WeiQi Yan
2023	J	`jnl`	Highly accurate phishing URL detection based on machine learning. J. Ambient Intell. Humaniz. Comput. Sajjad Jalil, Muhammad Usman, Alvis Cheuk M. Fong
2023	J	`jnl`	Tuberculosis chest X-ray detection using CNN-based hybrid segmentation and classification approach. Biomed. Signal Process. Control. Ahmed Iqbal, Muhammad Usman, Zohair Ahmed
2022	J	`jnl`	Adaptive telecom churn prediction for concept-sensitive imbalance data streams. J. Supercomput. Affan Ahmad Toor, Muhammad Usman
2021	—	`conf`	A Critical Evaluation of Machine Learning and Deep Learning Techniques for COVID-19 Prediction. IntelliSys (3) Kainat Khero, Muhammad Usman
2021	J	`jnl`	An Artificial Intelligence Approach for Word Semantic Similarity Measure of Hindi Language. KSII Trans. Internet Inf. Syst. Farah Younas, Jumana Nadir, Muhammad Usman, Muhammad Attique Khan, Sajid Ali Khan, Seifedine Kadry, Yunyoung Nam
2021	J	`jnl`	Design and Implementation of a System for Comparative Analysis of Learning Architectures for Churn Prediction. IEEE Commun. Mag. Muhammad Usman, Waseem Ahmad, Alvis Cheuk Ming Fong
2020	—	`conf`	A Review of Phishing URL Detection Using Machine Learning Classifiers. IntelliSys (2) Sajjad Jalil, Muhammad Usman
2020	J	`jnl`	A Robust Systematic Approach for Ensuring Optimal Telecom Service Delivery. IEEE Commun. Mag. Affan Ahmed Toor, Muhammad Usman, Farah Younas, Alvis Cheuk M. Fong
2020	J	`jnl`	Machine Learning for End Consumers. IEEE Consumer Electron. Mag. Alvis Cheuk M. Fong, Muhammad Usman
2020	J	`jnl`	Mining Massive E-Health Data Streams for IoMT Enabled Healthcare Systems. Sensors Affan Ahmed Toor, Muhammad Usman, Farah Younas, Alvis Cheuk M. Fong, Sajid Ali Khan, Simon Fong
2020	J	`jnl`	Predictive analytics framework for accurate estimation of child mortality rates for Internet of Things enabled smart healthcare systems. Int. J. Distributed Sens. Networks Muhammad Islam, Muhammad Usman, Azhar Mahmood, Aaqif Afzaal Abbasi, Oh-Young Song
2020	J	`jnl`	Selecting best predictors from large software repositories for highly accurate software effort estimation. J. Softw. Evol. Process. Sidra Tariq, Muhammad Usman, Alvis Cheuk M. Fong
2019	J	`jnl`	Alzheimer's Disease Prediction Model Using Demographics and Categorical Data. Int. J. Online Biomed. Eng. Aunsia Khan, Muhammad Usman
2019	J	`jnl`	Multiaspect-based opinion classification model for tourist reviews. Expert Syst. J. Knowl. Eng. Muhammad Afzaal, Muhammad Usman, Alvis Cheuk M. Fong, Simon Fong
2019	J	`jnl`	Predictive aspect-based sentiment classification of online tourist reviews. J. Inf. Sci. Muhammad Afzaal, Muhammad Usman, Alvis Cheuk M. Fong
2019	J	`jnl`	Tourism Mobile App With Aspect-Based Sentiment Classification Framework for Tourist Reviews. IEEE Trans. Consumer Electron. Muhammad Afzaal, Muhammad Usman, Alvis Cheuk M. Fong
2018	J	`jnl`	A fuzzy based churn prediction and retention model for prepaid customers in telecom industry. Int. J. Comput. Intell. Syst. Muhammad Azeem, Muhammad Usman
2018	—	`conf`	Early Diagnosis of Alzheimer's Disease Using Informative Features of Clinical Data. ICMVA Aunsia Khan, Muhammad Usman
2018	J	`jnl`	Reliable facial expression recognition for multi-scale images using weber local binary image based cosine transform features. Multim. Tools Appl. Sajid Ali Khan, Ayyaz Hussain, Muhammad Usman
2017	J	`jnl`	A churn prediction model for prepaid customers in telecom using fuzzy classifiers. Telecommun. Syst. Muhammad Azeem, Muhammad Usman, Alvis Cheuk M. Fong
2017	—	`conf`	Efficient Heart Disease Prediction System using K-Nearest Neighbor Classification Technique. BDIOT Nida Khateeb, Muhammad Usman
2017	J	`jnl`	Epileptic Seizures Prediction Using Machine Learning Methods. Comput. Math. Methods Medicine Syed Muhammad Usman, Muhammad Usman, Simon Fong
2016	—	`conf`	A Machine Learning Based Model for Software Cost Estimation. IntelliSys (2) Muhammad Raza Tayyab, Muhammad Usman, Waseem Ahmad
2016	—	`conf`	A critical review of density-based data stream clustering techniques. ICDIM Affan Ahmad Toor, Muhammad Usman, Waseem Ahmed
2016	J	`jnl`	A fuzzy-based methodology for accurate classification and prediction in large datasets. J. Intell. Fuzzy Syst. Muhammad Usman, M. Usman, Sohail Asghar
2016	J	`jnl`	Fuzzy Aspect Based Opinion Classification System for Mining Tourist Reviews. Adv. Fuzzy Syst. Muhammad Afzaal, Muhammad Usman, Alvis Cheuk Ming Fong, Simon Fong, Zhuang Yan
2016	J	`jnl`	Multi-Level Mining and Visualization of Informative Association Rules. J. Inf. Sci. Eng. Muhammad Usman, M. Usman
2015	—	`conf`	A Decision Support System Model for Desiging Software Architecture. ICADIWT Mubashar Raza, Muhammad Usman
2015	—	`conf`	A Framework for Multi-Label Learning Using Label Ranking and Correlation. ICADIWT Malik Irfan Shaukat, Muhammad Usman
2015	—	`conf`	A novel framework for aspect-based opinion classification for tourist places. ICDIM Muhammad Afzaal, Muhammad Usman
2015	—	`conf`	An effective model for aspect based opinion mining for social reviews. ICDIM Jibran Mir, Muhammad Usman
2015	—	`conf`	Early Diagnosis of Alzheimer's Disease using Machine Learning Techniques. KDIR Aunsia Khan, Muhammad Usman
2015	J	`jnl`	Face recognition via optimized features fusion. J. Intell. Fuzzy Syst. Sajid Ali Khan, Muhammad Usman, Naveed Riaz Ansari
2015	—	`conf`	Intelligent analysis of data cube via statistical methods. ICDIM Muhammad Mateen Awan, Muhammad Usman
2015	J	`jnl`	Proficient lungs nodule detection and classification using machine learning techniques. J. Intell. Fuzzy Syst. Sajid Ali Khan, Komal Kenza, Muhammad Nazir, Muhammad Usman
2014	—	`conf`	A conceptual model for automated attendance marking system using facial recognition. ICDIM Mashhood Sajid, Rubab Hussain, Muhammad Usman
2014	—	`conf`	A conceptual model for multi-level mining and visualization of association rules. ICDIM M. Usman, Muhammad Usman, Waseem Ahmad
2014	—	`conf`	Intelligent data cube construction and exploration. ICDIM Muhammad Azeem, Muhammad Usman, Waseem Ahmad
2014	J	`jnl`	Robust face recognition using computationally efficient features. J. Intell. Fuzzy Syst. Sajid Ali Khan, Ayyaz Hussain, Muhammad Usman, Muhammad Nazir, Naveed Riaz Ansari, Anwar Majid Mirza
2013	J	`jnl`	A data mining approach to knowledge discovery from multidimensional cube structures. Knowl. Based Syst. Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong
2013	J	`jnl`	Discovering diverse association rules from multidimensional schema. Expert Syst. Appl. Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong
2012	Misc	`conf`	Data Guided Approach to Generate Multi-dimensional Schema for Targeted Knowledge Discovery. AusDM Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong
2011	—	`conf`	Multi Level Mining of Warehouse Schema. NDT Muhammad Usman, Russel Pears
2010	J	`jnl`	Constraint-based Query Distribution Framework for an Integrated Global Schema CoRR Ahmad Kamran Malik, Muhammad Abdul Qadir, Nadeem Iftikhar, Muhammad Usman
2010	—	`conf`	Data mining and automatic OLAP schema generation. ICDIM Muhammad Usman, Sohail Asghar, Simon Fong
2010	J	`jnl`	Integration of Data Mining and Data Warehousing: A Practical Methodology. Int. J. Adv. Comp. Techn. Muhammad Usman, Russel Pears
2009	—	`conf`	A Conceptual Model for Combining Enhanced OLAP and Data Mining Systems. NCM Muhammad Usman, Sohail Asghar, Simon Fong