I am working on developing data-intensive methodologies and algorithms in urban energy modelling, intelligent control, and multi-label classification. I have participated in 8 research projects in collaboration with regional and national companies and organisations in industries such as transport, energy, and retail.
Publications
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Salin, Hannes, Rybarczyk, Yves, Nyberg, Roger G., Han, Mengjie. Optimizing Managerial Decision-Making Through Agile Practices : A Software Engineering Management Team Perspective, Journal of Software, 2026, Vol. 38, No. 3. Article : refereed.
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Shah, Juveria, Han, Mengjie, Zhang, Xingxing. Data-driven visualization and comparative analysis of positive energy districts (PEDs) for inclusive urban energy transitions, Discover Sustainability, 2026, Vol. 7, No. 1. Article : refereed.
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Shah, Juveria, Han, Mengjie, Zhang, Xingxing. Thematic alignment across expert-guided and machine-derived topic models in Positive Energy District characterization, Energy Informatics, 2026, Vol. 9, No. 1. Article : refereed.
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Wan, B., Wen, Z., Han, Mengjie, Wan, J., Cao, Y. Incremental linear discriminant analysis with ordered weighted average operator for feature extraction, Heliyon, 2026, Vol. 12, No. 14. Article : refereed.
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Wan, Benting, Zhou, Shufen, Han, Mengjie, Qu, Tongyuan, Cheng, Youyu. Yager-based operator interval-valued q-rung orthopair fuzzy CRITIC-WASPAS multi-attribute group decision-making method, Journal of Mathematics in Industry, 2026, Vol. 16, No. 1. Article : refereed.
