Allan N. Zhang

39 papers A* 1B 2C 1Misc 1Journal 12Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Pattern-Based System of Systems Engineering for Resilient and Sustainable Production Networks - A Simulation Approach and Framework Proposal for Impact Assessment. SoSE Jan Felix Niemeyer, Robin Maier, Allan N. Zhang, Mark Mennenga, Zhiquan Yeo, Christoph Herrmann
2025	J	`jnl`	Privacy Meets Performance: Enhancing Distributed Simulation-based Federated Multi-agent Learning with Privacy-preserving Surrogate Model. ACM Trans. Model. Comput. Simul. Bo Zhang, Wen Jun Tan, Wentong Cai, Allan N. Zhang
2025	—	`conf`	Synopsis: Privacy Meets Performance: Enhancing Distributed Simulation-based Federated Multi-agent Learning with Privacy-preserving Surrogate Model✱. SIGSIM-PADS Bo Zhang, Wen Jun Tan, Wentong Cai, Allan N. Zhang
2024	—	`conf`	Urban Last Mile Delivery Data Mining for Performance Improvement. ICCMB Nigel W. Z. Soh, Allan N. Zhang, Fangyuan Wan, Chi Xu
2023	C	`conf`	Multi-agent Reinforcement Learning for Improving Supply Chain Visibility in Inventory Management. DS-RT Bo Zhang, Wen Jun Tan, Wentong Cai, Allan N. Zhang
2022	Misc	`conf`	Forecasting with Visibility Using Privacy Preserving Federated Learning. WSC Bo Zhang, Wen Jun Tan, Wentong Cai, Allan N. Zhang
2022	A*	`conf`	Quantal Correlated Equilibrium in Normal Form Games. EC Jakub Cerný, Bo An, Allan N. Zhang
2021	J	`jnl`	Non-linear Domain Adaptation in Transfer Evolutionary Optimization. Cogn. Comput. Ray Lim, Abhishek Gupta, Yew-Soon Ong, Liang Feng, Allan N. Zhang
2021	J	`jnl`	Solution Representation Learning in Multi-Objective Transfer Evolutionary Optimization. IEEE Access Ray Lim, Lei Zhou, Abhishek Gupta, Yew-Soon Ong, Allan N. Zhang
2020	J	`jnl`	Function-Level Bottleneck Analysis of Private Proof-of-Authority Ethereum Blockchain. IEEE Access Kentaroh Toyoda, Koji Machi, Yutaka Ohtake, Allan N. Zhang
2020	J	`jnl`	Peer-to-peer financing choice of SME entrepreneurs in the re-emergence of supply chain localization. Int. Trans. Oper. Res. Raziyeh Reza-Gharehbagh, Ashkan Hafezalkotob, Sobhan Asian, Ahmad Makui, Allan N. Zhang
2020	J	`jnl`	Structural-aware simulation analysis of supply chain resilience. Int. J. Prod. Res. Wen Jun Tan, Wentong Cai, Allan N. Zhang
2019	J	`jnl`	A graph-based model to measure structural redundancy for supply chain resilience. Int. J. Prod. Res. Wen Jun Tan, Allan N. Zhang, Wentong Cai
2019	J	`jnl`	Impact of Information Sharing and Forecast Combination on Fast-Moving-Consumer-Goods Demand Forecast Accuracy. Inf. Dazhi Yang, Allan N. Zhang
2019	—	`conf`	Mechanism Design for An Incentive-aware Blockchain-enabled Federated Learning Platform. IEEE BigData Kentaroh Toyoda, Allan N. Zhang
2019	—	`conf`	Performance Evaluation of Ethereum-based On-chain Sensor Data Management Platform for Industrial IoT. IEEE BigData Kentaroh Toyoda, Mojtaba Shakeri, Xu Chi, Allan N. Zhang
2018	—	`conf`	Forecast UPC-Level FMCG Demand, Part IV: Statistical Ensemble. IEEE BigData Dazhi Yang, Allan N. Zhang
2018	B	`conf`	On the Value of Demand Management for Mitigating Risk: Peak-Order Reduction Through Trend Filtering. SMC Debdeep Paul, Allan N. Zhang, Sobhan Asian
2018	—	`conf`	Performing literature review using text mining, Part III: Summarizing articles using TextRank. IEEE BigData Dazhi Yang, Allan N. Zhang
2017	J	`jnl`	A Framework for Mining RFID Data From Schedule-Based Systems. IEEE Trans. Syst. Man Cybern. Syst. Gürdal Ertek, Xu Chi, Allan N. Zhang
2017	J	`jnl`	A generic framework for multi-criteria decision support in eco-friendly urban logistics systems. Expert Syst. Appl. Abhishek Gupta, Chen Kim Heng, Yew-Soon Ong, Puay Siew Tan, Allan N. Zhang
2017	—	`conf`	A model for analysing a disrupted supply chain's time-to-recovery under uncertainty. IEEE BigData Aloysious J. L. Lee, D. Paul, W. J. Yan, Allan N. Zhang, Mark Goh
2017	—	`conf`	Adaptive spatio-temporal mining for route planning and travel time estimation. IEEE BigData Rong Wen, Wenjing Yan, Allan N. Zhang
2017	—	`conf`	Association analysis of supply chain risk and company sales. IEEE BigData Murat Mustafa Tunç, Alexandru Valcov, Allan N. Zhang, Wenjing Yan, Rong Wen
2017	—	`conf`	Performing literature review using text mining, Part I: Retrieving technology infrastructure using Google Scholar and APIs. IEEE BigData Dazhi Yang, Allan N. Zhang, Wenjing Yan
2017	—	`conf`	Text mining analysis of wind turbine accidents: An ontology-based framework. IEEE BigData Gürdal Ertek, Xu Chi, Allan N. Zhang, Sobhan Asian
2016	—	`conf`	A DEA approach for Supplier Selection with AHP and risk consideration. IEEE BigData Jasmine J. Lim, Allan N. Zhang
2016	—	`conf`	Data blending in manufacturing and supply chains. IEEE BigData B. Y. Ong, Rong Wen, Allan N. Zhang
2016	J	`jnl`	Dynamic conditional value-at-risk model for routing and scheduling of hazardous material transportation networks. Ann. Oper. Res. Shahrzad Faghih-Roohi, Yew-Soon Ong, Sobhan Asian, Allan N. Zhang
2016	—	`conf`	Forecast UPC-level FMCG demand, Part III: Grouped reconciliation. IEEE BigData Dazhi Yang, Gary S. W. Goh, Siwei Jiang, Allan N. Zhang
2016	—	`conf`	Optimizing performance of sentiment analysis through design of experiments. IEEE BigData Gary S. W. Goh, Andy J. L. Ang, Allan N. Zhang
2016	—	`conf`	Spatial data dimension reduction using quadtree: A case study on satellite-derived solar radiation. IEEE BigData Dazhi Yang, Gary S. W. Goh, Siwei Jiang, Allan N. Zhang
2016	—	`conf`	Three-Dimensional Vehicle Routing Problem for Urban Last Mile Logistics: Problem Formulation and Computational Analysis. UKSim Stanley Frederick W. T. Lim, Allan N. Zhang, Mark Goh, Yew-Soon Ong, Puay Siew Tan
2016	—	`conf`	Vessel movement analysis and pattern discovery using density-based clustering approach. IEEE BigData Wenjing Yan, Rong Wen, Allan N. Zhang, Dazhi Yang
2016	—	`conf`	Weighted clustering of spatial pattern for optimal logistics hub deployment. IEEE BigData Rong Wen, Wenjing Yan, Allan N. Zhang
2015	J	`jnl`	A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm. IEEE Trans. Cybern. Siwei Jiang, Jie Zhang, Yew-Soon Ong, Allan N. Zhang, Puay Siew Tan
2015	—	`conf`	Forecast UPC-level FMCG demand, Part I: Exploratory analysis and visualization. IEEE BigData Dazhi Yang, Gary S. W. Goh, Chi Xu, Allan N. Zhang, Orkan Akcan
2015	—	`conf`	Forecast UPC-level FMCG demand, Part II: Hierarchical reconciliation. IEEE BigData Dazhi Yang, Gary S. W. Goh, Siwei Jiang, Allan N. Zhang, Orkan Akcan
2013	B	`conf`	An Interactive Decision Support Method for Measuring Risk in a Complex Supply Chain under Uncertainty. SMC Allan N. Zhang, Mark Goh, M. Terhorst, A. J. L. Lee, Minh Tu Pham