NengSheng Zhang

Orcid: 0000-0003-4795-5843

According to our database1, NengSheng Zhang authored at least 48 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Identifying the Key Attributes in an Unlabeled Event Log for Automated Process Discovery.
IEEE Trans. Serv. Comput., 2024

Urban Last Mile Delivery Data Mining for Performance Improvement.
Proceedings of the 7th International Conference on Computers in Management and Business, 2024

2023
Multi-agent Reinforcement Learning for Improving Supply Chain Visibility in Inventory Management.
Proceedings of the 27th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2023

2022
Forecasting with Visibility Using Privacy Preserving Federated Learning.
Proceedings of the Winter Simulation Conference, 2022

Quantal Correlated Equilibrium in Normal Form Games.
Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022

2021
Non-linear Domain Adaptation in Transfer Evolutionary Optimization.
Cogn. Comput., 2021

Solution Representation Learning in Multi-Objective Transfer Evolutionary Optimization.
IEEE Access, 2021

2020
Peer-to-peer financing choice of SME entrepreneurs in the re-emergence of supply chain localization.
Int. Trans. Oper. Res., 2020

Structural-aware simulation analysis of supply chain resilience.
Int. J. Prod. Res., 2020

Blockchain-Enabled Federated Learning With Mechanism Design.
IEEE Access, 2020

Function-Level Bottleneck Analysis of Private Proof-of-Authority Ethereum Blockchain.
IEEE Access, 2020

2019
Impact of Information Sharing and Forecast Combination on Fast-Moving-Consumer-Goods Demand Forecast Accuracy.
Inf., 2019

A graph-based model to measure structural redundancy for supply chain resilience.
Int. J. Prod. Res., 2019

Can route planning be smarter with transfer optimization?
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Mechanism Design for An Incentive-aware Blockchain-enabled Federated Learning Platform.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Performance Evaluation of Ethereum-based On-chain Sensor Data Management Platform for Industrial IoT.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

The Blessing of Dimensionality in Many-Objective Search: An Inverse Machine Learning Insight.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
On the Value of Demand Management for Mitigating Risk: Peak-Order Reduction Through Trend Filtering.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Performing literature review using text mining, Part III: Summarizing articles using TextRank.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Forecast UPC-Level FMCG Demand, Part IV: Statistical Ensemble.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
A Framework for Mining RFID Data From Schedule-Based Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2017

A generic framework for multi-criteria decision support in eco-friendly urban logistics systems.
Expert Syst. Appl., 2017

Integration design of supply chain hybrid simulation.
Proceedings of the 2017 Winter Simulation Conference, 2017

Performing literature review using text mining, Part I: Retrieving technology infrastructure using Google Scholar and APIs.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Adaptive spatio-temporal mining for route planning and travel time estimation.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Association analysis of supply chain risk and company sales.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

A model for analysing a disrupted supply chain's time-to-recovery under uncertainty.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Text mining analysis of wind turbine accidents: An ontology-based framework.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Dynamic conditional value-at-risk model for routing and scheduling of hazardous material transportation networks.
Ann. Oper. Res., 2016

Three-Dimensional Vehicle Routing Problem for Urban Last Mile Logistics: Problem Formulation and Computational Analysis.
Proceedings of the UKSim-AMSS 18th International Conference on Computer Modelling and Simulation, 2016

Spatio-temporal route mining and visualization for busy waterways.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Collaborative vehicle routing problem for urban last-mile logistics.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Towards adaptive weight vectors for multiobjective evolutionary algorithm based on decomposition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Adaptive indicator-based evolutionary algorithm for multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Forecast UPC-level FMCG demand, Part III: Grouped reconciliation.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Spatial data dimension reduction using quadtree: A case study on satellite-derived solar radiation.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Vessel movement analysis and pattern discovery using density-based clustering approach.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Weighted clustering of spatial pattern for optimal logistics hub deployment.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Data blending in manufacturing and supply chains.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

A DEA approach for Supplier Selection with AHP and risk consideration.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Optimizing performance of sentiment analysis through design of experiments.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
City Vehicle Routing Problem (City VRP): A Review.
IEEE Trans. Intell. Transp. Syst., 2015

A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm.
IEEE Trans. Cybern., 2015

Forecast UPC-level FMCG demand, Part I: Exploratory analysis and visualization.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Forecast UPC-level FMCG demand, Part II: Hierarchical reconciliation.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2013
An Interactive Decision Support Method for Measuring Risk in a Complex Supply Chain under Uncertainty.
Proceedings of the IEEE International Conference on Systems, 2013

Agent-Based Modeling and Simulation for Supply Chain Risk Management - A Survey of the State-of-the-Art.
Proceedings of the IEEE International Conference on Systems, 2013

2012
Data synchronization with conflict resolution for RFID-based track and trace.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012


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