Publications
Research Papers and Projects
Research Projects
Machine Learning-Driven Approach for Waterborne Disease Warning
Developed an early warning system using machine learning to mitigate health-related outbreaks like waterborne diseases in Pakistan.
HEC SRGP Project Ref. No.: 162/IPFP-II(Batch-I)/SRGP/NAHE/HEC/2020/183 Islamabad
Date: Jan 23, 2021
Funding: PKR 1,000,000/-
URL: Link
Building Education Chatbot for Decreasing Instructor Workload in E-learning System
Implemented a chatbot to address student inquiries and decrease instructor workload in e-learning environments.
Building Instructor Dashboard for Decreasing Instructor Workload in E-learning System
Created an instructor dashboard to streamline course management tasks and reduce instructor workload.
PhD Thesis
Mining web-based learning system data to detect different patterns of student behavior during course completion
Supervisors: Prof. Wu Zhang, Dr. Wenhao Zhu (Shanghai University, China)
Date: March 18, 2019
Journal Articles
1-Using machine learning to predict student difficulties from learning session data
Mushtaq Hussain, Wenhao Zhu, Wu Zhang, S.Raza Abidi and Sadaqat Ali
Artificial Intelligence Review ,52(1), 341-407
ISSN No.: 1573-7462
Citations: 174
Date: February 2018
2- Student engagement prediction in an e-learning system and their impact on student course assessment scores
Mushtaq Hussain, Wenhao Zhu, Wu Zhang and Syed Muhammad Raza Abidi
Computational Intelligence and Neuroscience ,2018 (6), 1-21
ISSN No.: 1687-5273
Date: August 2018
3- Prediction of Confusion attempting algebra homework in an Intelligent Tutoring System through machine learning Techniques for E educational Sustainable Development
Syed Muhammad Raza Abidi, Mushtaq Hussain, Yonglin Xu and Wu Zhang
Sustainability,11(1),1-105, IF:2.5
ISSN No.: 2071-1050
Date: 19 December 2018
4-Massive Learning Behaviors Influence Educational Sustainability: A Machine Learning Approach
Syed Muhammad Raza Abidi, Mushtaq Hussain, Ge Sen, Ding Hu, Zhu Wenhao, Zhang Wu
Journal of Physics Conference Series, 2020 4th International Conference on Control Engineering and Artificial Intelligence (CCEAI 2020) 17-19 January 2020, Singapore
Date: March 2020
5-Selection of the Right Undergraduate Major by Students Using Supervised Learning Techniques
Alhuseen Omar Alsayed, Mohd Shafry Mohd Rahim , Ibrahim AlBidewi , Mushtaq Hussain, Syeda Huma Jabeen , Nashwan Alromema , Sadiq Hussain and Muhammad Lawan Jibril
Applied sciences,11(22),1-105, IF:2.7
ISSN No.: 2079-9292
Date: November 2021
6-Machine Learning-Driven Approach for a COVID-19Warning System
Mushtaq Hussain, Akhtarul Islam , Jamshid Ali Turi , Said Nabi ,*, Monia Hamdi , Habib Hamam, Muhammad Ibrahim, Mehmet Akif Cifci, and Tayyaba Sehar
Electronics,11(23),1-15, IF::2.69
ISSN No.: 2076-3417
Date: November 2022
7-Machine learning based efficient prediction of positive cases of waterborne diseases
Mushtaq Hussain, Mehmet Akif Cifci, Tayyaba Sehar, Said Nabi
BMC Medical Informatics and Decision Making,11 (2023)
ISSN No.: 472-6947
Date:January 2023
8-RAPTS: resource aware prioritized task scheduling technique in heterogeneous fog computing environmen
Mazhar Hussain, Said Nabi & Mushtaq Hussain
Cluster Computing ,11(23),1-15, IF::3.6
ISSN No.: 1386-7857
Date: June 2024
Conference Papers
1- On throughput Optimization of multichannel single Interface 802.11 protocol in wireless mesh network
Mushtaq Hussain, Fazl-e-Hadi2, Qazi Ijaz Ali
1st International Conference on Parallel, Distributed and Grid Computing (PDGC)
Date: November 2010
2- Identifying beneficial sessions in an e-learning system using machine learning techniques
Mushtaq Hussain , Wenhao Zhu, Wu Zhang, Jianyue Ni, Zaheer Ullah Khan, Sadiq Hussain
IEEE conference on Big Data & Analytics 2018. At: Langkawi Island, Malaysia, Malaysia
November 2018
3- Mining Moodle data to detect the inactive and low-performance students during the Moodle course
Mushtaq Hussain, Sadiq Hussain, Wu Zhang , Wenhao Zhu, Paraskevi Theodorou,Syed Muhammad Raza Abidi
2nd International Conference on Big Data Research (ICBDR 2018), Weihai,China
October 2018
4- Student next assignment submission prediction using a machine learning approach
Yass khudher, Mushtaq Hussain, Theodorou
International Russian Automation Conference , 729, pp. 383–393, 2020