Projects per year
Personal profile
Biography
Wai-Peng received her Ph.D degree from the Department of Industrial and Systems Engineering, National University of Singapore in 2009. She is currently an Associate Professor at the School of Information Technology (SoIT), Monash University, Malaysia. She was the recipient of the highly prestigious British Academy Newton Advanced Fellowship 2017. She has led and completed various research projects funded by the Malaysia’s Ministry of Higher Education, Motorola Technology Pte Ltd and Japan Sumitomo Foundation. She also serves on the editorial boards of several international journals.
Research interests
Research-in-progress includes feature selections for decision making in logistics supply chain using DEA and machine learning regression; the development of a diffusion innovation model for blockchain technology in agriculture supply chain. I am also keen on using machine learning and geospatial analytics in health epidemiology to predict occurrences of non-communicable diseases.
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
Simulation Optimization, Ph.D, Monte Carlo DEA and budget allocation for data collection: An application to supply chain efficiency measurement, National University of Singapore
1 Sept 2005 → 31 Aug 2009
Award Date: 1 Sept 2009
Research area keywords
- Machine learning
- Human Centered AI
- Supply Chain Risk Management
Collaborations and top research areas from the last five years
Projects
- 1 Active
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An application of machine learning to logistics rerformance prediction: An economics attribute-based of collective instance
Jomthanachai, S., Wong, W. P. & Khaw, K. W., 2024, In: Computational Economics. 63, p. 741-792 52 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile4 Citations (Scopus) -
Blockchain-based Logistics 4.0: enhancing performance of logistics service providers
Tan, J., Wong, W. P., Tan, C. K., Jomthanachai, S. & Lim, C. P., Jun 2024, In: Asia Pacific Journal of Marketing and Logistics. 36, 6, p. 1442-1463 22 p.Research output: Contribution to journal › Article › Research › peer-review
5 Citations (Scopus) -
Efficient Path Planning for Complex Post-Disaster Environments with Terrain Variations and Obstacles
Xue, Y., Keong, T. C. & Wong, W. P., 2024, 2024 16th International Conference on Computer and Automation Engineering, ICCAE 2024. Sohel, F. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 137-141 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Transportation 4.0 in supply chain management: state-of-the-art and future directions towards 5.0 in the transportation sector
Wong, W. P., Anwar, M. F. & Soh, K. L., Jun 2024, In: Operations Management Research. 17, p. 683–710 28 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Citations (Scopus) -
A coherent data envelopment analysis to evaluate the efficiency of sustainable supply chains
Jomthanachai, S., Wong, W-P. & Lim, C-P., Jan 2023, In: IEEE Transactions on Engineering Management. 70, 1, p. 294-311 18 p.Research output: Contribution to journal › Article › Research › peer-review
8 Citations (Scopus)
Prizes
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British Academy Newton Advanced Fellowship
Wong, Wai Peng (Recipient), 2017
Prize: Competitive Fellowships