Research output per year
Research output per year
Personal profile
Research interests
Trained with a computer science background specialised in machine learning, I have conducted research centring around cognitive modelling, cognitive robotics and assistive technologies. I have close multi-disciplinary collaborations with researchers in neuroscience, cognitive sciences and philosophy.
My research interests centre around adaptive assistive technologies and robotics for the elderly, patients or any physically and mentally challenged people. The adaptation is realised by the involvement of individual differences by human-in-the-learning loop machine learning. We recognise their differences in physiology and behaviours.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master of Philosophy, The Hong Kong Polytechnic University
Doctor of Natural Sciences, University of Hamburg
External positions
Chair (Task Force on Action & Perception), IEEE computational intelligence society
1 Jan 2022 → …
Keywords
- TK Electrical engineering. Electronics Nuclear engineering
- Robotics
- Assistive Technology
- QA75 Electronic computers. Computer science
- Human Factors
- RC0321 Neuroscience. Biological psychiatry. Neuropsychiatry
- cognitive science
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Research output
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An incremental cross-modal transfer learning method for gesture interaction
Zhong, J., Li, J., Lotfi, A., Liang, P. & Yang, C., Sep 2022, In: Robotics and Autonomous Systems. 155, p. 104181 1 p., 104181.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
A Review on Data-Driven Methods for Human Activity Recognition in Smart Homes
Ye, J. & Zhong, J., 2022, Cases on Virtual Reality Modeling in Healthcare.Research output: Chapter in book / Conference proceeding › Chapter in an edited book (as author) › Academic research › peer-review
Open Access -
Editorial: Biological-Inspired Autonomous Mobile Manipulation: Challenges in Design, Control, and Real-World Applications
Bing, Z., Chen, F., Li, R., Zhong, J. & Li, Q., 15 Jun 2022, In: Frontiers in Neurorobotics. 16, 928465.Research output: Journal article publication › Editorial
Open Access -
Multiple Thermal Sensor Array Fusion Toward Enabling Privacy-Preserving Human Monitoring Applications
Naser, A., Lotfi, A. & Zhong, J., 10 Feb 2022, In: IEEE Internet of Things Journal. 9, 17, p. 16677-16688 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
3 Citations (Scopus) -
Adaptive Thermal Sensor Array Placement for Human Segmentation and Occupancy Estimation
Naser, A., Lotfi, A. & Zhong, J., 15 Jan 2021, In: IEEE Sensors Journal. 21, 2, p. 1993-2002 10 p., 9180274.Research output: Journal article publication › Journal article › Academic research › peer-review
16 Citations (Scopus)
Activities
- 4 Editorial work for journals
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Frontiers in Neurorobotics (Journal)
Junpei Zhong (Special topic editor), Zhenshan Bing (Special topic editor), Fei Chen (Special topic editor), Qiang Li (Special topic editor) & Rui Li (Special topic editor)
15 Jun 2022Activity: Publication peer-review and editorial work › Editorial work for journals
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Security and Communication Networks (Journal)
Junpei Zhong (Guest editor), Alessandro Di Nuovo (Guest editor), Dalin Zhou (Guest editor) & Fanyu Bu (Guest editor)
1 Jun 2022Activity: Publication peer-review and editorial work › Editorial work for journals
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IEEE Transactions on Cognitive and Developmental Systems (Journal)
Junpei Zhong (Special topic editor), Nicolas NAVARRO-GUERRERO (Special topic editor), Sao Mai Nguyen (Special topic editor) & Erhan Oztop (Special topic editor)
8 Jun 2021Activity: Publication peer-review and editorial work › Editorial work for journals
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Neural Computing and Applications (Journal)
Junpei Zhong (Special topic editor), Mark Elshaw (Special topic editor), Yanan Li (Special topic editor), Stefan Wermter (Special topic editor) & Xiaofeng Liu (Special topic editor)
31 Dec 2020Activity: Publication peer-review and editorial work › Editorial work for journals