Muhammad Jawad Hussain，男，1981年8月生，巴基斯坦拉合尔人，博士，Associate Professor(副教授)
Major: Service Computing Theory and Technology
Research Direction: Big data and Cloud Computing, Medical Artificial Intelligence, Data Mining, Satellite Data Analysis, Remote Sensing
Email:dr.jawad@ntu.edu.cn; dr.jawadhussain@hotmail.com
Published Articles
[1] Hussain MJ*, Seong M, Shahid B, Bai H. Estimating PM2.5 Exposures and Cardiovascular Disease Risks in the Yangtze River Delta Region Using a Spatiotemporal Convolutional Approach to Fill Gaps in Satellite Data. Toxics, 2025, 13(5): 392. (SCI, JCR二区, IF: 4.10)
[2] Bai, H., Gao, W., Gu, D., Hussain, M. J., Wang, S., Kong, F., & Cao, Y. Spatial representativeness of air quality monitoring networks in China from 2013 to 2022: Implications for exposure assessment. Journal of Geophysical Research: Atmospheres, 2025, 130: e2024JD043027. (SCI, JCR二区 (Nature Index), IF: 3.4)
[3] Heming Bai*, Junjie Song, Huiqun Wu, Rusha Yan, Wenkang Gao, Muhammad Jawad Hussain*, Assessment of personal exposure using movement trajectory and hourly 1-km PM2.5 concentrations, Journal of Applied Remote Sensing, 2023, 18(1): 012003. (SCI, JCR四区, IF: 1.4)
[4] Muhammad Jawad Hussain; Heming Bai; Yuncheng Jiang; Wikipedia bi-linear link (WBLM) model: A new approach for measuring semantic similarity and relatedness between linguistic concepts using Wikipedia link structure, Information Processing & Management, 2023, 60(2): 103202. (SCI, JCR一区1（Top）, IF: 6.9)
[5] Muhammad Jawad Hussain; Heming Bai; Shahbaz Hassan Wasti; Guangjian Huang; Yuncheng Jiang; Evaluating semantic similarity and relatedness between concepts by combining taxonomic and nontaxonomic semantic features of WordNet and Wikipedia, Information Sciences, 2023, 625: 673-399. (SCI, JCR二区, IF: 6.8)
[6] Zeyu Yin; Jinsong Shao; Muhammad Jawad Hussain; Yajie Hao; Yu Chen; Xuefeng Zhang; Li Wang; DPG-LSTM: An Enhanced LSTM Framework for Sentiment Analysis in Social Media Text Based on Dependency Parsing and GCN, Applied Sciences, 2022, 13(1) ：354. (SCI, JCR二区, IF: 2.5)
[7] M.J. Hussain*, S.H Wasti*, G. Huang, L. Wei, Y. Jiang, Y. Tang, An approach for measuring semantic similarity between Wikipedia concepts using multiple inheritances, Information Processing & Management, 2020, 57(3): 102188.
(SCI, JCR一区1（Top）, IF: 6.9)
[8]S.H Wasti*, M.J. Hussain*, G. Huang, A. Akram, Y. Jiang, Y. Tang, Assessing semantic similarity between concepts: A weighted-feature-based approach, Concurrency and Computation: Practice and Experience, 2020, 32 (7): e5594. (SCI, JCR三区, IF: 1.5)
[9] M.J. Hussain, S.H Wasti, G. Huang, Y. Jiang, Experimental data for computing semantic similarity between concepts using multiple Inheritances in Wikipedia category graph, Data in Brief, (2020), 30: 105377. (ESCI, JCR三区, IF: 1.5)
[10]S.H Wasti, M.J. Hussain, G. Huang, Y. Jiang, Similarity Evaluation with Wikipedia Features, Intelligent Information Processing X. IIP 2020. IFIP Advances in Information and Communication Technology, vol 581. Springer, Cham. (EI index)
[11]Lina Wei, G. Huang*, S.H Wasti, M.J. Hussain, Y. Jiang*, Generalized fuzzy automata with semantic computing, Soft Computing, 2021, 25: 5775-5789. (SCI, JCR三区, IF: 2.50)
Scientific Projects:
2024.01 - 2025.12, Research Fund for International Young Scientist, supported by the National Natural Science Foundation of China (NSFC) (国自然外国青年学者研究基金项目), Project title: “Research on Cardiovascular diseases by incorporating unstructured and structured data in electronic health records (EHRs) and introducing novel information content-based contextualized word-embeddings, Principal investigator
2023.01 – 2023.12, Young Foreign Talent Plan of National Foreign Expert Project (国家外国专家项目中“外国青年人才计划”), Ministry of Science and Technology (MOST) of China (中国科学技术部), Principal investigator