Wenhui Fan

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition.
J. Comput. Inf. Sci. Eng., January, 2024

Automatic tuning of robust model predictive control in iterative tasks using efficient Bayesian optimization.
Trans. Inst. Meas. Control, 2024

Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration.
CoRR, 2024

Embodied LLM Agents Learn to Cooperate in Organized Teams.
CoRR, 2024

Learning-based Distributed Model Predictive Control with State-dependent Uncertainty Using Neural Network.
Proceedings of the American Control Conference, 2024

2023
Identifying critical nodes via link equations and deep reinforcement learning.
Neurocomputing, December, 2023

Supplementary Learning Control for Energy Management Strategy of Hybrid Electric Vehicles at Scale.
IEEE Trans. Veh. Technol., June, 2023

GLDAP: Global Dynamic Action Persistence Adaptation for Deep Reinforcement Learning.
ACM Trans. Auton. Adapt. Syst., June, 2023

Trends, Desirable Features, and Challenges.
Proceedings of the Body of Knowledge for Modeling and Simulation: A Handbook by the Society for Modeling and Simulation International, 2023

Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism.
J. Comput. Inf. Sci. Eng., 2023

Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022
Knowledge Reuse of Multi-Agent Reinforcement Learning in Cooperative Tasks.
Entropy, 2022

Optimal Policy of Multiplayer Poker via Actor-Critic Reinforcement Learning.
Entropy, 2022

Reprint of: Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices.
Digit. Signal Process., 2022

Malware detection based on multi-objective convolution restricted Boltzmann machine model and constraint-dividing crossover strategy algorithm.
Concurr. Comput. Pract. Exp., 2022

A multi-scale keypoint estimation network with self-supervision for spinal curvature assessment of idiopathic scoliosis from the imperfect dataset.
Artif. Intell. Medicine, 2022

Object Classification in Point Cloud Via Conditional Adversarial Domain Adaptation for Forest Inventory.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Removal Rate Prediction of Multiway Material Data Using the Deep Learning Approach.
Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

2021
Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices.
Digit. Signal Process., 2021

Editorial.
Complex Syst. Model. Simul., 2021

Noncyclic Scheduling of Multi-cluster Tools with Multi-type Wafers Based on Pareto Optimization.
Proceedings of the 13th International Conference on Computer and Automation Engineering, 2021

2020
Intelligent scheduling of discrete automated production line via deep reinforcement learning.
Int. J. Prod. Res., 2020

Multi-agent-based modelling and simulation of high-speed train.
Comput. Electr. Eng., 2020

Spinal curve assessment of idiopathic scoliosis with a small dataset via a multi-scale keypoint estimation approach.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

A physical knowledge-based extreme learning machine approach to fault diagnosis of rolling element bearing from small datasets.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Roadway Crack Segmentation Based on an Encoder-decoder Deep Network with Multi-scale Convolutional Blocks.
Proceedings of the 10th Annual Computing and Communication Workshop and Conference, 2020

2019
Weak Degradation Characteristics Analysis of UAV Motors Based on Laplacian Eigenmaps and Variational Mode Decomposition.
Sensors, 2019

A hybrid machine learning approach to cerebral stroke prediction based on imbalanced medical dataset.
Artif. Intell. Medicine, 2019

2018
Closed-Loop Production Lines With Geometric Reliability Machines: Modeling, Analysis, and Application.
IEEE Robotics Autom. Lett., 2018

Active learning based support vector data description method for robust novelty detection.
Knowl. Based Syst., 2018

A multi-level splitting algorithm based on differential evolution.
Int. J. Model. Simul. Sci. Comput., 2018

Research of Optimal Splitting Level of Splitting Algorithm.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Fuzzy Solution of Uncertainty Problems in Multi-objective Optimization of Accelerated Degradation Test Design.
Proceedings of the 1st IEEE International Conference on Knowledge Innovation and Invention, 2018

2017
A Bayesian reliability evaluation method with different types of data from multiple sources.
Reliab. Eng. Syst. Saf., 2017

Research on electric vehicle (EV) driving range prediction method based on PSO-LSSVM.
Proceedings of the 2017 IEEE International Conference on Prognostics and Health Management, 2017

2016
Analysis of closed loop production lines in automotive body shops.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
A parallel matching algorithm based on order relation for HLA data distribution management.
Int. J. Model. Simul. Sci. Comput., 2015

Evaluation of product maturity based on quality characteristic.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

2014
A hybrid simulation approach to dynamic multi-skilled workforce planning of production line.
Proceedings of the 2014 Winter Simulation Conference, 2014

A Bayesian accelerated degradation studies on nitrile rubber O-ring.
Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014

2013
Ontology Fusion in High-Level-Architecture-Based Collaborative Engineering Environments.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Ontology maintenance in high level architecture federation development and execution process.
Integr. Comput. Aided Eng., 2013

Constructing federate collaboration ontology by UML profiles.
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

A Fast Outlier Detection Method for Big Data.
Proceedings of the AsiaSim 2013, 2013

A Discrete Event Simulation Based Production Line Optimization through Markov Decision Process.
Proceedings of the AsiaSim 2013, 2013

2012
Ontology-based interoperation model of collaborative product development.
J. Netw. Comput. Appl., 2012

A hierarchical federated integration architecture for collaborative product development.
Int. J. Comput. Integr. Manuf., 2012

An effective hybrid genetic algorithm with flexible allowance technique for constrained engineering design optimization.
Expert Syst. Appl., 2012

An ontology enabled runtime infrastructure.
Proceedings of the IEEE 16th International Conference on Computer Supported Cooperative Work in Design, 2012

A Data-Based Fuzzy Cognitive Map Mining Method Using DE-SQP Algorithm.
Proceedings of the AsiaSim 2012, 2012

2011
Hybrid differential evolution and Nelder-Mead algorithm with re-optimization.
Soft Comput., 2011

Step-based Modeling & Simulation for Virtual Product Development.
Proceedings of the SIMULTECH 2011 - Proceedings of 1st International Conference on Simulation and Modeling Methodologies, Technologies and Applications, Noordwijkerhout, The Netherlands, 29, 2011

Ontology maintenance in a hierarchical federated collaborative product development environment.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011

Research and implementation on visualization system of disassembly sequence planning based on Ant colony algorithm.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011

Hybrid Differential Evolution and Sequential Quadratic Programming Algorithm.
Proceedings of the 10th IEEE/ACIS International Conference on Computer and Information Science, 2011

2010
A collaborative platform for complex product design with an extended HLA integration architecture.
Simul. Model. Pract. Theory, 2010

Balancing and simulating of assembly line with overlapped and stopped operation.
Simul. Model. Pract. Theory, 2010

Collaborative Optimization with Dimension Reduction.
Int. J. Model. Simul. Sci. Comput., 2010

Ontology fusion in HLA-based collaborative product development.
Proceedings of the IEEE International Conference on Systems, 2010

MDA based generic C4ISR effectiveness evaluation system.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2009
Adaptive Relaxation Penalty Function Method for Equal Constrained Optimization in Differential Evolution.
Proceedings of the Fifth International Conference on Natural Computation, 2009

2008
Federation Integration Architecture for Shiring Resources of Product Development Platforms.
Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008

Application of genetic algorithm for rectangular object layout optimization.
Proceedings of the 12th International Conference on CSCW in Design, 2008

An Or-opt NSGA-II algorithm for multi-objective Vehicle Routing Problem with Time Windows.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007
The Study on Dual Response Surface Method in MDO.
Proceedings of the Third International Conference on Natural Computation, 2007

Case Study on Optimization of Rectangular Object Layout by Genetic Algorithm.
Proceedings of the Computer Supported Cooperative Work in Design IV, 2007

Study on Collaborative Parameter Design System of Complex Product.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

2006
Multi-Domain Collaborative Simulation Platform: An Integrative Framework for Complex Products Design.
Proceedings of the 10th International Conference on CSCW in Design, 2006

2004
Concurrent Design Approach and its Collaborative Environment for Integrated Complex Product Development.
Trans. SDPS, 2004


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