Muhammad Usman

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 25

Top Topics

Churn Prediction

Facial Recognition

Association Rules

Top Venues

J. Intell. Fuzzy Syst.

Multim. Tools Appl.

IEEE Commun. Mag.

Publications

Affan Ahmed Toor, Muhammad Usman, Farah Younas, Mohamed Habib, Alvis Cheuk M. Fong
Efficient mining of IoT based data streams for advanced computer vision systems. Multim. Tools Appl. 83 (5) (2024)
Sajjad Jalil, Muhammad Usman, Alvis Cheuk M. Fong
Highly accurate phishing URL detection based on machine learning. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Farah Younas, Muhammad Usman, WeiQi Yan
An ensemble framework of deep neural networks for colorectal polyp classification. Multim. Tools Appl. 82 (12) (2023)
Farah Younas, Muhammad Usman, Wei Qi Yan
A deep ensemble learning method for colorectal polyp classification with optimized network parameters. Appl. Intell. 53 (2) (2023)
Affan Ahmad Toor, Muhammad Usman
Adaptive telecom churn prediction for concept-sensitive imbalance data streams. J. Supercomput. 78 (3) (2022)
Farah Younas, Jumana Nadir, Muhammad Usman, Muhammad Attique Khan, Sajid Ali Khan, Seifedine Kadry, Yunyoung Nam
An Artificial Intelligence Approach for Word Semantic Similarity Measure of Hindi Language. KSII Trans. Internet Inf. Syst. 15 (6) (2021)
Muhammad Usman, Waseem Ahmad, Alvis Cheuk Ming Fong
Design and Implementation of a System for Comparative Analysis of Learning Architectures for Churn Prediction. IEEE Commun. Mag. 59 (9) (2021)
Affan Ahmed Toor, Muhammad Usman, Farah Younas, Alvis Cheuk M. Fong, Sajid Ali Khan, Simon Fong
Mining Massive E-Health Data Streams for IoMT Enabled Healthcare Systems. Sensors 20 (7) (2020)
Affan Ahmed Toor, Muhammad Usman, Farah Younas, Alvis Cheuk M. Fong
A Robust Systematic Approach for Ensuring Optimal Telecom Service Delivery. IEEE Commun. Mag. 58 (8) (2020)
Sidra Tariq, Muhammad Usman, Alvis Cheuk M. Fong
Selecting best predictors from large software repositories for highly accurate software effort estimation. J. Softw. Evol. Process. 32 (10) (2020)
Alvis Cheuk M. Fong, Muhammad Usman
Machine Learning for End Consumers. IEEE Consumer Electron. Mag. 9 (5) (2020)
Muhammad Islam, Muhammad Usman, Azhar Mahmood, Aaqif Afzaal Abbasi, Oh-Young Song
Predictive analytics framework for accurate estimation of child mortality rates for Internet of Things enabled smart healthcare systems. Int. J. Distributed Sens. Networks 16 (5) (2020)
Muhammad Afzaal, Muhammad Usman, Alvis Cheuk M. Fong
Tourism Mobile App With Aspect-Based Sentiment Classification Framework for Tourist Reviews. IEEE Trans. Consumer Electron. 65 (2) (2019)
Muhammad Afzaal, Muhammad Usman, Alvis Cheuk M. Fong
Predictive aspect-based sentiment classification of online tourist reviews. J. Inf. Sci. 45 (3) (2019)
Aunsia Khan, Muhammad Usman
Alzheimer's Disease Prediction Model Using Demographics and Categorical Data. Int. J. Online Biomed. Eng. 15 (15) (2019)
Muhammad Afzaal, Muhammad Usman, Alvis Cheuk M. Fong, Simon Fong
Multiaspect-based opinion classification model for tourist reviews. Expert Syst. J. Knowl. Eng. 36 (2) (2019)
Muhammad Azeem, Muhammad Usman
A fuzzy based churn prediction and retention model for prepaid customers in telecom industry. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Sajid Ali Khan, Ayyaz Hussain, Muhammad Usman
Reliable facial expression recognition for multi-scale images using weber local binary image based cosine transform features. Multim. Tools Appl. 77 (1) (2018)
Aunsia Khan, Muhammad Usman
Early Diagnosis of Alzheimer's Disease Using Informative Features of Clinical Data. ICMVA (2018)
Muhammad Azeem, Muhammad Usman, Alvis Cheuk M. Fong
A churn prediction model for prepaid customers in telecom using fuzzy classifiers. Telecommun. Syst. 66 (4) (2017)
Syed Muhammad Usman, Muhammad Usman, Simon Fong
Epileptic Seizures Prediction Using Machine Learning Methods. Comput. Math. Methods Medicine 2017 (2017)
Muhammad Afzaal, Muhammad Usman, Alvis Cheuk Ming Fong, Simon Fong, Zhuang Yan
Fuzzy Aspect Based Opinion Classification System for Mining Tourist Reviews. Adv. Fuzzy Syst. 2016 (2016)
Muhammad Usman, M. Usman
Multi-Level Mining and Visualization of Informative Association Rules. J. Inf. Sci. Eng. 32 (4) (2016)
Muhammad Usman, M. Usman, Sohail Asghar
A fuzzy-based methodology for accurate classification and prediction in large datasets. J. Intell. Fuzzy Syst. 31 (3) (2016)
Affan Ahmad Toor, Muhammad Usman, Waseem Ahmed
A critical review of density-based data stream clustering techniques. ICDIM (2016)
Sajid Ali Khan, Komal Kenza, Muhammad Nazir, Muhammad Usman
Proficient lungs nodule detection and classification using machine learning techniques. J. Intell. Fuzzy Syst. 28 (2) (2015)
Sajid Ali Khan, Muhammad Usman, Naveed Riaz Ansari
Face recognition via optimized features fusion. J. Intell. Fuzzy Syst. 28 (4) (2015)
Aunsia Khan, Muhammad Usman
Early Diagnosis of Alzheimer's Disease using Machine Learning Techniques. KDIR (2015)
Jibran Mir, Muhammad Usman
An effective model for aspect based opinion mining for social reviews. ICDIM (2015)
Muhammad Afzaal, Muhammad Usman
A novel framework for aspect-based opinion classification for tourist places. ICDIM (2015)
Muhammad Mateen Awan, Muhammad Usman
Intelligent analysis of data cube via statistical methods. ICDIM (2015)
M. Usman, Muhammad Usman, Waseem Ahmad
A conceptual model for multi-level mining and visualization of association rules. ICDIM (2014)
Muhammad Azeem, Muhammad Usman, Waseem Ahmad
Intelligent data cube construction and exploration. ICDIM (2014)
Mashhood Sajid, Rubab Hussain, Muhammad Usman
A conceptual model for automated attendance marking system using facial recognition. ICDIM (2014)
Sajid Ali Khan, Ayyaz Hussain, Muhammad Usman, Muhammad Nazir, Naveed Riaz Ansari, Anwar Majid Mirza
Robust face recognition using computationally efficient features. J. Intell. Fuzzy Syst. 27 (6) (2014)
Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong
Discovering diverse association rules from multidimensional schema. Expert Syst. Appl. 40 (15) (2013)
Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong
A data mining approach to knowledge discovery from multidimensional cube structures. Knowl. Based Syst. 40 (2013)
Muhammad Usman, Russel Pears, Alvis Cheuk M. Fong
Data Guided Approach to Generate Multi-dimensional Schema for Targeted Knowledge Discovery. AusDM (2012)
Muhammad Usman, Russel Pears
Multi Level Mining of Warehouse Schema. NDT (2011)
Muhammad Usman, Sohail Asghar, Simon Fong
Data mining and automatic OLAP schema generation. ICDIM (2010)
Ahmad Kamran Malik, Muhammad Abdul Qadir, Nadeem Iftikhar, Muhammad Usman
Constraint-based Query Distribution Framework for an Integrated Global Schema CoRR (2010)
Muhammad Usman, Russel Pears
Integration of Data Mining and Data Warehousing: A Practical Methodology. Int. J. Adv. Comp. Techn. 2 (3) (2010)
Muhammad Usman, Sohail Asghar, Simon Fong
A Conceptual Model for Combining Enhanced OLAP and Data Mining Systems. NCM (2009)