Projects per year
Personal profile
Biography
Mei Kuan LIM is a lecturer attached to the School of Information Technology at Monash University Malaysia. She graduated from Universiti Malaysia Sarawak, Malaysia in 2007 with a First Class Honours in Computer Science. In 2015, she received her Doctoral degree from University of Malaya, Malaysia, under the scholarship of Yayasan Khazanah. She further completed her post-doctoral studies in the Department of Artificial Intelligence in the University of Malaya until 2016. Previously, she was a researcher in MIMOS Berhad from 2004 to 2007, conducting research and development in video surveillance, in particularly intelligent video analytics solutions. She was also a visiting researcher in Kingston University, United Kingdom in 2012 and 2013. Her research interests include swarm intelligence, data and video analytics, computer vision and machine learning. She has also served as reviewer for several conferences and journals, and as an organizing committee in several conferences such as ACPR 2015 and VCIP 2013.
Research interests
Her main focus in research revolves around computer vision, machine learning, and their practical applications, particularly in the realms of smart manufacturing and digital health. Presently, she is actively involved in social media analytics, leveraging both visual and textual information to scrutinize the inherent behaviors within social media platforms. Additionally, she is engaged in collaborative projects with the industry, specifically focusing on anomaly detection for smart manufacturing.
Monash teaching commitment
- FIT1051 - Programming Fundamentals in Java
- FIT9131 - Programming Foundations in Java
- FIT3199 - Industry Work Experience
- FIT5122 - Professional Practice
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
Computer Vision , Doctor of Philosophy, Activity Understanding and Abnormal Event Detection in Video Surveillance, Universiti Malaya (University of Malaya)
Award Date: 19 Oct 2015
Research area keywords
- Computer Vision
- Swarm Intelligence
- Data & Video Analytics
Collaborations and top research areas from the last five years
Projects
- 6 Finished
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DELTA: Inclusive Teletherapy: Improving Client-Therapist Outcomes with Clinical Analytics
Wong, K. S. (Primary Chief Investigator (PCI)), Lim, C. H. (Chief Investigator (CI)), Mei Kuan, L. (Chief Investigator (CI)), Chen, G. (Chief Investigator (CI)), Gasevic, D. (Chief Investigator (CI)) & Bartindale, T. (Chief Investigator (CI))
1/12/22 → 31/12/24
Project: Consultancy
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ADSM: Anomaly Detection for Smart Manufacturing
Mei Kuan, L. & Chun Yong, C.
1/07/22 → 30/06/23
Project: Research
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Sense-ED: Developing mobile sensing and Natural Language Processing models to support the identification of, and interventional mechanisms for, eating disorder relapse
McNaney, R. (Primary Chief Investigator (PCI)), Delir Haghighi, P. (Chief Investigator (CI)), Mei Kuan, L. (Chief Investigator (CI)), Phan, R. (Chief Investigator (CI)), Chun Yong, C. (Chief Investigator (CI)), Wang, T. (Chief Investigator (CI)), Sharp, G. (Chief Investigator (CI)) & Bell, B. T. (Chief Investigator (CI))
Monash University – Internal Faculty Contribution
19/08/21 → 31/08/22
Project: Research
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An integrated CNN-LSTM based model for predicting mental health risk using social media data
Mei Kuan, L. (Primary Chief Investigator (PCI)), Seng Chan, C. (Chief Investigator (CI)), Kok, V. J. (Chief Investigator (CI)), Chun Yong, C. (Chief Investigator (CI)) & Sing Kiat, T. (Chief Investigator (CI))
1/11/20 → 31/10/23
Project: Research
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Cognitive Neural Network (CoNNet): A novel interpretable video surveillance framework for crime scene understanding based on attributes learning
Lim, C. H. (Primary Chief Investigator (PCI)), Goh, K. M. (Chief Investigator (CI)), Mei Kuan, L. (Chief Investigator (CI)) & Tao, Z. (Chief Investigator (CI))
1/11/20 → 30/04/24
Project: Research
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Machine learning for multimodal mental health detection: A systematic review of passive sensing approaches
Khoo, L. S., Lim, M. K., Chong, C. Y. & McNaney, R., 6 Jan 2024, In: Sensors. 24, 2, 65 p., 348.Research output: Contribution to journal › Review Article › Research › peer-review
Open AccessFile16 Citations (Scopus) -
Semantic analysis of social network site data for flood mapping and assessment
Jamaludin, I., Zahidi, I., Talei, A. & Lim, M. K., Jan 2024, In: Journal of Hydrology. 628, 18 p., 130519.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition
Pu, M., Lim, M. K. & Chong, C. Y., 28 Oct 2024, Proceedings of the 32nd ACM International Conference on Multimedia. Luo, Y., Do, T. & Yan, Y. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 9387-9396 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Application of Artificial Intelligence (AI) to biomass pyrolysis system
Mohd Zaifullizan, Y., Salema, A. A. & Lim, M. K., 1 Jul 2023, p. 33. 1 p.Research output: Contribution to conference › Abstract
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ASDF: A differential testing framework for Automatic Speech Recognition systems
Yuen, D. H. X., Pang, A. Y. C., Yang, Z., Chong, C. Y., Lim, M. K. & Lo, D., 2023, Proceedings - 2023 IEEE 16th International Conference on Software Testing, Verification and Validation, ICST 2023. Borg, M. & Yu, T. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 461-463 3 p. (2023 IEEE Conference on Software Testing, Verification and Validation (ICST)).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
3 Citations (Scopus)
Prizes
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ITEX 2022 - Silver Award - Self-Mind: A self-monitoring mobile application for mental health care
Mei Kuan, L. (Recipient) & Chun Yong, C. (Recipient), 27 May 2022
Prize: Prize (including medals and awards)
Activities
- 1 Public event
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Industrial Trip to JurisTech - Data Science in Action : Explore the Intersection of Computer Science and Financial Technology
Fung Fung Ting (Contributor) & Lim Mei Kuan (Contributor)
24 Jun 2024Activity: Community Talks, Presentations, Exhibitions and Events › Public event