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NengSheng Zhang
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Journal Articles
- 2024
- [j14]Kentaroh Toyoda, Rachel Gan Kai Ying, Allan NengSheng Zhang, Puay Siew Tan:
Identifying the Key Attributes in an Unlabeled Event Log for Automated Process Discovery. IEEE Trans. Serv. Comput. 17(1): 74-81 (2024) - 2021
- [j13]Ray Lim, Lei Zhou, Abhishek Gupta, Yew-Soon Ong, Allan N. Zhang:
Solution Representation Learning in Multi-Objective Transfer Evolutionary Optimization. IEEE Access 9: 41844-41860 (2021) - [j12]Ray Lim, Abhishek Gupta, Yew-Soon Ong, Liang Feng, Allan N. Zhang:
Non-linear Domain Adaptation in Transfer Evolutionary Optimization. Cogn. Comput. 13(2): 290-307 (2021) - 2020
- [j11]Kentaroh Toyoda, Koji Machi, Yutaka Ohtake, Allan N. Zhang:
Function-Level Bottleneck Analysis of Private Proof-of-Authority Ethereum Blockchain. IEEE Access 8: 141611-141621 (2020) - [j10]Kentaroh Toyoda, Jun Zhao, Allan NengSheng Zhang, P. Takis Mathiopoulos:
Blockchain-Enabled Federated Learning With Mechanism Design. IEEE Access 8: 219744-219756 (2020) - [j9]Wen Jun Tan, Wentong Cai, Allan N. Zhang:
Structural-aware simulation analysis of supply chain resilience. Int. J. Prod. Res. 58(17): 5175-5195 (2020) - [j8]Raziyeh Reza-Gharehbagh, Ashkan Hafezalkotob, Sobhan Asian, Ahmad Makui, Allan N. Zhang:
Peer-to-peer financing choice of SME entrepreneurs in the re-emergence of supply chain localization. Int. Trans. Oper. Res. 27(5): 2534-2558 (2020) - 2019
- [j7]Wen Jun Tan, Allan N. Zhang, Wentong Cai:
A graph-based model to measure structural redundancy for supply chain resilience. Int. J. Prod. Res. 57(20): 6385-6404 (2019) - [j6]Dazhi Yang, Allan N. Zhang:
Impact of Information Sharing and Forecast Combination on Fast-Moving-Consumer-Goods Demand Forecast Accuracy. Inf. 10(8): 260 (2019) - 2017
- [j5]Abhishek Gupta, Chen Kim Heng, Yew-Soon Ong, Puay Siew Tan, Allan N. Zhang:
A generic framework for multi-criteria decision support in eco-friendly urban logistics systems. Expert Syst. Appl. 71: 288-300 (2017) - [j4]Gürdal Ertek, Xu Chi, Allan N. Zhang:
A Framework for Mining RFID Data From Schedule-Based Systems. IEEE Trans. Syst. Man Cybern. Syst. 47(11): 2967-2984 (2017) - 2016
- [j3]Shahrzad Faghih-Roohi, Yew-Soon Ong, Sobhan Asian, Allan N. Zhang:
Dynamic conditional value-at-risk model for routing and scheduling of hazardous material transportation networks. Ann. Oper. Res. 247(2): 715-734 (2016) - 2015
- [j2]Siwei Jiang, Jie Zhang, Yew-Soon Ong, Allan N. Zhang, Puay Siew Tan:
A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm. IEEE Trans. Cybern. 45(10): 2202-2213 (2015) - [j1]Gitae Kim, Yew-Soon Ong, Chen Kim Heng, Puay Siew Tan, Nengsheng Allan Zhang:
City Vehicle Routing Problem (City VRP): A Review. IEEE Trans. Intell. Transp. Syst. 16(4): 1654-1666 (2015)
Conference and Workshop Papers
- 2024
- [c34]Nigel W. Z. Soh, Allan N. Zhang, Fangyuan Wan, Chi Xu:
Urban Last Mile Delivery Data Mining for Performance Improvement. ICCMB 2024: 86-93 - 2023
- [c33]Bo Zhang, Wen Jun Tan, Wentong Cai, Allan N. Zhang:
Multi-agent Reinforcement Learning for Improving Supply Chain Visibility in Inventory Management. DS-RT 2023: 117-118 - 2022
- [c32]Jakub Cerný, Bo An, Allan N. Zhang:
Quantal Correlated Equilibrium in Normal Form Games. EC 2022: 210-239 - [c31]Bo Zhang, Wen Jun Tan, Wentong Cai, Allan N. Zhang:
Forecasting with Visibility Using Privacy Preserving Federated Learning. WSC 2022: 2687-2698 - 2019
- [c30]Kentaroh Toyoda, Allan N. Zhang:
Mechanism Design for An Incentive-aware Blockchain-enabled Federated Learning Platform. IEEE BigData 2019: 395-403 - [c29]Abhishek Gupta, Yew-Soon Ong, Mojtaba Shakeri, Xu Chi, Allan NengSheng Zhang:
The Blessing of Dimensionality in Many-Objective Search: An Inverse Machine Learning Insight. IEEE BigData 2019: 3896-3902 - [c28]Kentaroh Toyoda, Mojtaba Shakeri, Xu Chi, Allan N. Zhang:
Performance Evaluation of Ethereum-based On-chain Sensor Data Management Platform for Industrial IoT. IEEE BigData 2019: 3939-3946 - [c27]Ray Lim, Yew-Soon Ong, Phan Thi Hong Hanh, Abhishek Gupta, Nengsheng Allan Zhang:
Can route planning be smarter with transfer optimization? GECCO (Companion) 2019: 318-319 - 2018
- [c26]Dazhi Yang, Allan N. Zhang:
Forecast UPC-Level FMCG Demand, Part IV: Statistical Ensemble. IEEE BigData 2018: 3180-3185 - [c25]Dazhi Yang, Allan N. Zhang:
Performing literature review using text mining, Part III: Summarizing articles using TextRank. IEEE BigData 2018: 3186-3190 - [c24]Debdeep Paul, Allan N. Zhang, Sobhan Asian:
On the Value of Demand Management for Mitigating Risk: Peak-Order Reduction Through Trend Filtering. SMC 2018: 2260-2265 - 2017
- [c23]Gürdal Ertek, Xu Chi, Allan N. Zhang, Sobhan Asian:
Text mining analysis of wind turbine accidents: An ontology-based framework. IEEE BigData 2017: 3233-3241 - [c22]Aloysious J. L. Lee, D. Paul, W. J. Yan, Allan N. Zhang, Mark Goh:
A model for analysing a disrupted supply chain's time-to-recovery under uncertainty. IEEE BigData 2017: 3242-3247 - [c21]Murat Mustafa Tunç, Alexandru Valcov, Allan N. Zhang, Wenjing Yan, Rong Wen:
Association analysis of supply chain risk and company sales. IEEE BigData 2017: 3268-3277 - [c20]Rong Wen, Wenjing Yan, Allan N. Zhang:
Adaptive spatio-temporal mining for route planning and travel time estimation. IEEE BigData 2017: 3278-3284 - [c19]Dazhi Yang, Allan N. Zhang, Wenjing Yan:
Performing literature review using text mining, Part I: Retrieving technology infrastructure using Google Scholar and APIs. IEEE BigData 2017: 3290-3296 - [c18]Wen Jun Tan, Wentong Cai, Allan NengSheng Zhang:
Integration design of supply chain hybrid simulation. WSC 2017: 493-504 - 2016
- [c17]Gary S. W. Goh, Andy J. L. Ang, Allan N. Zhang:
Optimizing performance of sentiment analysis through design of experiments. IEEE BigData 2016: 3737-3742 - [c16]Jasmine J. Lim, Allan N. Zhang:
A DEA approach for Supplier Selection with AHP and risk consideration. IEEE BigData 2016: 3749-3758 - [c15]B. Y. Ong, Rong Wen, Allan N. Zhang:
Data blending in manufacturing and supply chains. IEEE BigData 2016: 3773-3778 - [c14]Rong Wen, Wenjing Yan, Allan N. Zhang:
Weighted clustering of spatial pattern for optimal logistics hub deployment. IEEE BigData 2016: 3792-3797 - [c13]Wenjing Yan, Rong Wen, Allan N. Zhang, Dazhi Yang:
Vessel movement analysis and pattern discovery using density-based clustering approach. IEEE BigData 2016: 3798-3806 - [c12]Dazhi Yang, Gary S. W. Goh, Siwei Jiang, Allan N. Zhang:
Spatial data dimension reduction using quadtree: A case study on satellite-derived solar radiation. IEEE BigData 2016: 3807-3812 - [c11]Dazhi Yang, Gary S. W. Goh, Siwei Jiang, Allan N. Zhang:
Forecast UPC-level FMCG demand, Part III: Grouped reconciliation. IEEE BigData 2016: 3813-3819 - [c10]Siwei Jiang, Liang Feng, Chen Kim Heng, Quoc Chinh Nguyen, Yew-Soon Ong, Nengsheng Allan Zhang, Puay Siew Tan:
Adaptive indicator-based evolutionary algorithm for multiobjective optimization problems. CEC 2016: 492-499 - [c9]Siwei Jiang, Liang Feng, Dazhi Yang, Chen Kim Heng, Yew-Soon Ong, Nengsheng Allan Zhang, Puay Siew Tan, Zhihua Cai:
Towards adaptive weight vectors for multiobjective evolutionary algorithm based on decomposition. CEC 2016: 500-507 - [c8]Rong Wen, Wenjing Yan, Nengsheng Allan Zhang, Quoc Chinh Nguyen, Orkan Akcan:
Spatio-temporal route mining and visualization for busy waterways. SMC 2016: 849-854 - [c7]Quoc Chinh Nguyen, Chen Kim Heng, Siwei Jiang, NengSheng Zhang:
Collaborative vehicle routing problem for urban last-mile logistics. SMC 2016: 1531-1536 - [c6]Stanley Frederick W. T. Lim, Allan N. Zhang, Mark Goh, Yew-Soon Ong, Puay Siew Tan:
Three-Dimensional Vehicle Routing Problem for Urban Last Mile Logistics: Problem Formulation and Computational Analysis. UKSim 2016: 252-257 - 2015
- [c5]Dazhi Yang, Gary S. W. Goh, Chi Xu, Allan N. Zhang, Orkan Akcan:
Forecast UPC-level FMCG demand, Part I: Exploratory analysis and visualization. IEEE BigData 2015: 2106-2112 - [c4]Dazhi Yang, Gary S. W. Goh, Siwei Jiang, Allan N. Zhang, Orkan Akcan:
Forecast UPC-level FMCG demand, Part II: Hierarchical reconciliation. IEEE BigData 2015: 2113-2121 - 2013
- [c3]Allan N. Zhang, Mark Goh, M. Terhorst, A. J. L. Lee, Minh Tu Pham:
An Interactive Decision Support Method for Measuring Risk in a Complex Supply Chain under Uncertainty. SMC 2013: 633-638 - [c2]Xianshun Chen, Yew-Soon Ong, Puay Siew Tan, NengSheng Zhang, Zhengping Li:
Agent-Based Modeling and Simulation for Supply Chain Risk Management - A Survey of the State-of-the-Art. SMC 2013: 1294-1299 - 2012
- [c1]Chi Xu, Wei He, Yintai Ao, Xiao Xue Jian, NengSheng Zhang, Xiao Wendong, Tieyan Li:
Data synchronization with conflict resolution for RFID-based track and trace. ETFA 2012: 1-8
Informal and Other Publications
- 2023
- [i1]Kentaroh Toyoda, Rachel Gan Kai Ying, Allan NengSheng Zhang, Puay Siew Tan:
Identifying the Key Attributes in an Unlabeled Event Log for Automated Process Discovery. CoRR abs/2301.12829 (2023)
Coauthor Index
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