Department of Management Sciences - CityU Scholars

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Latest Publications

Published
Model averaging for support vector classifier by cross-validation
Zou, J., Yuan, C., Zhang, X., Zou, G. & Wan, A. T. K., Oct 2023, In: Statistics and Computing. 33, 5, 117.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Published
Role of China's agricultural water policy reforms and production technology heterogeneity on agriculture water usage efficiency and total factor productivity change
Shah, W. U. H., Hao, G., Yasmeen, R., Yan, H., Shen, J. & Lu, Y., 1 Sept 2023, In: Agricultural Water Management. 287, 108429.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1
Published
An order splitting optimization model for quantity-based flat rate delivery
LIN, K. Y. C., Sept 2023, Proceedings of the 27th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI 2023). Callaos, N., Gaile-Sarkane, E., Hashimoto, S., Lace, N., Sánchez, B. & Savoie, M. (eds.). p. 368-374 (Proceedings of the World Multi-Conference on Systemics, Cybernetics and Informatics).
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Published
STRec: Sparse Transformer for Sequential Recommendations
Li, C., Wang, Y., Liu, Q., Zhao, X., Wang, W., Wang, Y., Zou, L., & 2 othersFan, W. & Li, Q., Sept 2023, RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems. Zhang, J., Chen, L., Berkovsky, S., Zhang, M., Noia, T. d., Basilico, J., Pizzato, L. & Song, Y. (eds.). Association for Computing Machinery, p. 101-111
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Accepted/In press/Filed
Optimizing hyperparameters in the k‐NN classifier to maximize F_β score
LIN, K. Y. C., 21 Aug 2023, (Accepted/In press/Filed). 4 p.
Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 32_Refereed conference paper (without host publication) › peer-review

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Most downloaded

Downloads 391
Forecasting Exchange Rate Value at Risk using Deep Belief Network Ensemble based Approach
He, K., Ji, L., Tso, G. K. F., Zhu, B. & Zou, Y., 2018, In: Procedia Computer Science. 139, p. 25-32
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 9
Downloads 243
Forecasting Crude Oil Prices: A Deep Learning based Model
Chen, Y., He, K. & Tso, G. K. F., 2017, In: Procedia Computer Science. 122, p. 300-307
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 76
Downloads 163
Kernel smoothing for nested estimation with application to portfolio risk measurement
HONG, L. J., Juneja, S. & LIU, G., May 2017, In: Operations Research. 65, 3, p. 657-673
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 31
Downloads 127
Compliance with Standard Precautions and Its Relationship with Views on Infection Control and Prevention Policy among Healthcare Workers during COVID-19 Pandemic
Wong, E. L., Ho, K., Dong, D., Cheung, A. W., Yau, P. S., Chan, E. Y., Yeoh, E., & 5 othersChien, W., Chen, F. Y., Poon, S., Zhang, Q. & Wong, S. Y., Apr 2021, In: International Journal of Environmental Research and Public Health. 18, 7, 3420.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 18
Downloads 122
Topic generation for Chinese stocks: a cognitively motivated topic modeling method using social media data
Chen, W., Lai, K. & Cai, Y., 19 Apr 2018, In: Quantitative Finance and Economics. 2, 2, p. 279-293
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

Most Cited

Carbon footprint and the management of supply chains: Insights from simple models
Benjaafar, S., Li, Y. & Daskin, M., Jan 2013, In: IEEE Transactions on Automation Science and Engineering. 10, 1, p. 99-116 6248180.
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 927
Predicting electricity energy consumption: A comparison of regression analysis, decision tree and neural networks
Tso, G. K. F. & Yau, K. K. W., Sept 2007, In: Energy. 32, 9, p. 1761-1768
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 690
OR/MS models for supply chain disruptions: A review
Snyder, L. V., Atan, Z., Peng, P., Rong, Y., Schmitt, A. J. & Sinsoysal, B., 2016, In: IIE Transactions (Institute of Industrial Engineers). 48, 2, p. 89-109
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 62_Review of books or of software (or similar publications/items) › peer-review
Scopus citations: 499
Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm
Yu, L., Wang, S. & Lai, K. K., Sept 2008, In: Energy Economics. 30, 5, p. 2623-2635
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 462
A new fuzzy support vector machine to evaluate credit risk
Wang, Y., Wang, S. & Lai, K. K., Dec 2005, In: IEEE Transactions on Fuzzy Systems. 13, 6, p. 820-831
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 320

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