Publications

Peer-reviewed journal papers

J. Zhang, T. Wang, H. Zhu, and B. Huang, “Enhanced Cooperation and Diminished Conflict via Group Role Assignment,” IEEE Trans. on Systems, Man, and Cybernetics: Systems (Accepted), 2026.

Peer-reviewed journal papers

X. Zhang, J. Cao, S. Zhou, Z. Zhu, H. Zhu, Y. Sun, and X. Zhou, “An emergency rescue model considering dynamic rendezvous and environmental interference,” IEEE Trans. on Computational Social Systems (Accepted), 2026.

Peer-reviewed journal papers

H. Zhu, S. Nahavandi, S. Kwong, and I. Rudas, “Voting or Evaluation: An E-CARGO Perspective,” IEEE Trans. on Computational Social Systems , 2026 (In Press), avail: Source .

Peer-reviewed journal papers

J. Chen, H. Zhu, Y. Zhang, Y. Pan, and D. Liu, “Supplier Qualification of the Production Chain in Collaborative Manufacturing via Higher-Order Group Multi-Role Assignment,” IEEE Trans. on Computational Social Systems , 2026 (In Press), avail: Source .

Peer-reviewed journal papers

H. Zhu, “Team Intelligence: An E-CARGO Perspective,” IEEE Systems, Man, and Cybernetics Magazine, 2026 (In Press), avail: Source .

Peer-reviewed journal papers

H. Ma, M. Xie, Y. Liu, Z. Huang, H. Zhang, H. Zhu, “Route planning of road trips via multi-attribute group decision-making and role-based collaboration,” International Journal of Information Technology & Decision Making , 2026 (In Press), avail: Source .

Peer-reviewed journal papers

J. Chen, Z. Meng, H. Zhu, J. Wang, “APEX-DE: Adaptive Parameter Control and Selection Strategy for Differential Evolution with Exponential Crossover,” IEEE Trans. on Cybernetics , 2026 (In Press), avail: Source .

Peer-reviewed journal papers

T. Wang, A. Wang, H. Zhu, and B. Huang, “Extending group role assignment with role-specific general conflict and cooperation constraints,” Journal of Computational Science , vol. 99, p. 102935, Aug. 2026 .

Peer-reviewed journal papers

Y. Fan, W. Zhang, W. Shang, K.-C. Li, and H. Zhu, “How Can We Keep the Right to Be Forgotten? ORAFL: One-Round Aggregation Scheme for FL,” IEEE Trans. on Dependable and Secure Computing , 2026, vol. 23, no. 4, pp. 8733-8744, July-Aug. 2026.

Peer-reviewed journal papers

F. Lin; Z. Meng; H. Zhu, “Morlet-controlled parameter adaptive differential evolution with diversity-triggered restart for high-precision photovoltaic model parameter identification,” Information Sciences, vol. 745, no. 25, p. 123415, July 2026.

Peer-reviewed journal papers

P. Zhang, Y. Liu, S. Ma, Q. Zhao, and H. Zhu, “Secure and Efficient Read-Write Synchronization in Resharding Via Lightweight Global State Tree,” IEEE Transactions on Computers, vol. 75, no. 6, pp. 2239-2252, June 2026.

Peer-reviewed journal papers

H. Ma, X. Yao, X. Hu, P. Huang, X. Fu, H. Xiao, and H. Zhu, "Learning Early Warning Guided by Course Objective Achievement via Knowledge State and Learning State Modeling," IEEE Trans. on Computational Social Systems , vol. 13, no. 3, pp. 3509-3528, June 2026.

Peer-reviewed journal papers

K. Wang, H. Zhu, Q. Huang and D. Liu, "When May We Eliminate Collective Bias? A GRA+ Perspectives on Fifty-Fifty Compromise," IEEE Trans. on Computational Social Systems , vol. 13, no. 3, pp. 3147-3159, June 2026.

Peer-reviewed journal papers

J. Yu, X. Zhang, L. Peng, H. Zhu, Y. Sun, X. Zhou, “Performance-Balanced Task Allocation in Leader-Member Teams: A Group MultiRole Assignment Approach Using E-CARGO,” IEEE Trans. on Computational Social Systems , vol. 13, no. 3, pp. 2912-2925, June 2026.

Peer-reviewed journal papers

B. Yang, H. Zhu and D. Liu, "Solving the Task Allocation Problem Under Market Fluctuations via Group Role Assignment," IEEE Trans . on Computational Social Systems , vol. 13, no. 3, pp. 2982-2994, June 2026,

Peer-reviewed journal papers

P. Zhang, Y. Ni, J. Ren, Q. Zhao, and H. Zhu, “FEP: A Feature-Enhanced QoS Prediction Model with Local-Global Temporal Dual Networks,” IEEE Trans. on Services Computing, vol. 19, no. 3, pp. 2146-2160, May-June 2026.

Peer-reviewed journal papers

H. Ma, X. Fu, W. Tang, M. Chen, H. Zhu, and K. Li, “Three-stage grouping optimization for large-scale collaborative e-learning via knowledge graph and E-CARGO,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 56, no. 4, pp. 2684-2698, Apr. 2026.

Peer-reviewed journal papers

Z. Huang, H. Zhang, T. Zhou, H. Ma, and H. Zhu, “Exploiting hierarchical category information to improve next point-of-interest recommendation via hyperbolic graph convolution network,” IEEE Trans. on Systems, Man, and Cybernetics-Systems , vol. 56, no. 4, pp. 2907-2923, Apr. 2026.

Peer-reviewed journal papers

T. Wang, J. Zuo, H. Zhu and B. Huang, "Tree-Structured Task Allocation for Audit Team With Sequential and Parallel Execution via E-CARGO Model," IEEE Trans . on Computational Social Systems , vol. 13, no. 2, pp. 1470-1481, Apr. 2026.

Peer-reviewed journal papers

P. Zhang, J. Ren, J. Yin, Q. Zhao and H. Zhu, "Decoupling Location and Preference: A Dual-Branch Architecture for Robust QoS Prediction Under Extreme Sparsity," IEEE Trans. on Services Computing , vol. 19, no. 2, pp. 1075-1092, Mar.-Apr. 2026.

Peer-reviewed journal papers

T. Wang, H. Zhu, and B. Huang, “Weighted Group Role Assignment Based on Three-Way Conflict Analysis with Interval-Valued Intuitionistic Fuzzy Numbers,” IEEE Trans. on Cybernetics , vol. 56, no. 2, pp. 853-866, Feb. 2026.

Peer-reviewed journal papers

H. Ma, Q. Huang; X. Hu, Z. Huang, H. Zhang, T. Zhou, H. Zhu, “Collaborative Allocation Optimization of Production Line Workers Based on Multidimensional Feature Measurement and E-CARGO Model,” IEEE Trans. on Computational Social Systems , vol. 13, no. 1, pp. 21-36, Feb. 2026.

Peer-reviewed journal papers

Y. Li, Y. Sun, M. Wang, H. Zhu and X. Zhou, "Decision-Making in Wargames: An E-CARGO Perspective," IEEE Trans. on Computational Social Systems , vol. 13, no. 1, pp. 428-442, Feb. 2026.

Peer-reviewed conference papers

H. Zhu, D. Liu, and J. Wang, “How to Use E-CARGO to Model,” The 2 nd IEEE Int’l Symp. On E-CARGO and Applications (E-CARGO 2026), Meizhou, China, July 13-15, 2026, pp. 1-7.

Peer-reviewed conference papers

Y. Liu, and H. Zhu, “ Towards Role Assignment Efficiency: A Perspective of Student-Major Match Problem ,” The 2 nd IEEE Int’l Symp. On E-CARGO and Applications (E-CARGO 2026), Meizhou, China, July 13-15, 2026, pp. 8-13.

Peer-reviewed conference papers

S. Wu, H. Zhu, and C. Wang, “Digital Twin-Driven Agent Evaluation Framework for Electric Mobility-on-Demand Systems based on the E-CARGO Model,” The 2 nd IEEE Int’l Symp. On E-CARGO and Applications (E-CARGO 2026), Meizhou, China, July 13-15, 2026, pp. 14-19.

Peer-reviewed conference papers

Y. Tian, S. Ren, X. Wu, K. Gong, Y. Li, W. Niu, and H. Zhu, “Role-Based Conflict Negotiation for Multi-Agent Cooperative Autonomous Driving via E-CARGO,” The 2 nd IEEE Int’l Symp. On E-CARGO and Applications (E-CARGO 2026), Meizhou, China, July 13-15, 2026, pp. 125-130.

Peer-reviewed conference papers

M. Allman, and H. Zhu, “A Comparative Evaluation of Object Detection Models for Workstation Recognition in Architectural Floor Plans,” The 39 th Annual Canadian Conference of Electrical and Computer Engineering , Montreal, Canada, May 18-20, 2026.

Peer-reviewed conference papers

S. Wu, X. Xu, C. Wang, D. Wu and H. Zhu, “Towards Large Language Model–Enabled Cognitive Digital Twins for Urban Mobility Systems,” The 29th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2026) , Fuzhou, China, May 13-15, 2026.

Peer-reviewed conference papers

J. Li, H. Zhu, J. Guo, D. Liu and Z. Peng, “Adaptive Integration or Not? An E-CARGO Perspective on Nursing Center,” The 29th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2026) , Fuzhou, China, May 13-15, 2026.

Peer-reviewed conference papers

J. He, H. Zhu, B. Zhong, D. Liu and Y. Zhu, “Balancing Matching and Over-matching in Nursing via Extended Group Multi-Role Assignment,” The 29th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2026) , Fuzhou, China, May 13-15, 2026.

Peer-reviewed conference papers

Y. Tian, X. Wu, K. Gong, Y. Li, W. Niu and H. Zhu, “Role-based LLM Multi-Agent Systems for Collaborative Capture-the-Flag Challenges Solving,” The 29th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2026) , Fuzhou, China, May 13-15, 2026.

Peer-reviewed conference papers

R. Wen, H. Zhu, J. Guo, D. Liu, K. Zeng and Z. Peng, “Hierarchical or Cross-Level Coverage? An E-CARGO Perspective on Nursing,” The 29th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2026) , Fuzhou, China, May 13-15, 2026.

Peer-reviewed conference papers

E. Wells and H. Zhu, “A Unified Platform for Staff Assignment Using E-CARGO and Group Role Assignment,” The 20 th Annual IEEE International Systems Conference , Halifax, Canada, April 6-9, 2026.

Edited proceedings

W. Shen, M.-H. Abel, N. Matta, J.-P. Barthès, J. Luo, H. Zhu, J. Zhang, K. Peng and Luyang Hou, Proc. of the 2026 IEEE 29 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2026) , May 13-15, 2026, Fuzhou, China, IEEE.

Peer-reviewed journal papers

R. Yang, S. Wu, W. Xiong, H. Zhu, S. Li, and L. Zhang, “GRA with Secondment and Role-Importance-Based Training Plan,” IEEE Trans. on Computational Social Systems , vol. 12, no. 6, pp. 4923-4934, Dec. 2025.

Peer-reviewed journal papers

W. Chen, Y. Tang, H. Zhu, and D. Liu, “ERAP Optimization via Enhanced Constraints and Boundary Detection in GMRA,” IEEE Trans. on Services Computing , vol. 18, no. 6, pp. 3766-3779, Nov.-Dec. 2025.

Peer-reviewed journal papers

Z. Yu, B. Wang, H. Hong, L. Zhang, and H. Zhu, “E-CARGO Based distributionally robust chance-constrained optimization under severe weather conditions,” Expert Systems with Applications , vol. 292, Nov. 2025, p. 128384.

Peer-reviewed journal papers

K. Luo, H. Zhu, and D. Liu, “Solving the allocation problem of reentrant production via group role assignment,” CCF Trans. HPC , v ol. 7, pp. 671-688, Nov. 2025.

Peer-reviewed journal papers

T. Yi, J. Wang, W. Shang, H. Zhu, and X. Li, "A New Privacy-Preserving Approach for Publishing Periodical Reporting Systems Data", Knowledge and Information Systems , vol. 67, pp. 8673–8714, June 2025.

Peer-reviewed journal papers

Q. Zhang, Y. Xing, M. Yao, X. Guo, S. Qin, H. Zhu, L. Qi, and B. Hu, “Optimizing Robotic Disassembly-Assembly Line Balancing with Directional Switching Time via an Improved Q(λ) Algorithm in IoT-Enabled Smart Manufacturing,” Electronics , vol. 14, no. 17, p. 3499, 2025.

Peer-reviewed journal papers

Q. Zhang, C. Zhang, M. Yao, X. Guo, S. Qin, H. Zhu, L. Qi, and B. Hu, “Network-Aware Smart Scheduling for Semi-Automated Ceramic Production via Improved Discrete Hippopotamus Optimization,” Electronics, vol. 14, no. 17, p. 3543, 2025.

Peer-reviewed journal papers

Z. Yu, B. Wang, L. Zhang, Z. Wang, and H. Zhu, “Role Assignment for Agent Evaluation Under Uncertainty: A Distributionally Robust Approach,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 55, no. 12, pp. 9280-9294, Dec. 2025.

Peer-reviewed journal papers

X. Zhang, J. Yu, D. Huang, H. Zhu, Y. Sun, and X. Zhou, "Staff Competency Assessment and Task Allocation Methods Considering AI Augmentation: A Study Based on the E-CARGO Model," IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 55, No. 11, pp. 7663-7678 , Nov. 2025 .

Peer-reviewed journal papers

X. Zhang, Z. Zhu, Y. Li, H. Zhu, Y. Sun, and X. Zhou, “Role-Based Human-Machine Collaboration Task-Allocation Strategy in Multiagent Environment,” IEEE Trans. on Human-Machine Systems, v ol. 55, no. 5, pp. 799-808, Oct. 2025.

Peer-reviewed journal papers

J. Yang, H. Zhu, and Y. Liu, “Identify emergence in social systems using an Extended E-CARGO model,” IEEE Trans. on Computational Social Systems , vol. 12, no. 5, pp. 2590-2603, Oct. 2025.

Peer-reviewed journal papers

C. Ren, L. Yu, Z. Meng, H. Zhu, “Surrogate-Assisted Differential Evolution with Search Space Tightening for High-Dimensional Expensive Optimization Problems,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 55, no. 10 , pp. 7356-7368, Sep. 2025.

Peer-reviewed journal papers

R. Guo, J. Feng, X. Wu, J. Wang, T. Huang, and H. Zhu, “ Dynamic Self-Triggered Robust Distributed Model Predictive Control for Coupled Nonlinear Systems ,” IEEE Trans. on Circuits and Systems I: Regular Papers , vol. 72, no. 9, Sep. 2025, 5080-5091.

Peer-reviewed journal papers

J. Chen, H. Zhu, and D. Liu, “Benefit Maximization or the-Quality-First? An E-CARGO Perspective on the Logistics Chain,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 55, no. 8, Aug. 2025, pp. 5345-5361.

Peer-reviewed journal papers

P. Zhang, J. Fan, Y. Chen, W. Huang, H. Zhu, and Q. Zhao, “An End-to-End Deep Learning QoS Prediction Model Based on Temporal Context and Feature Fusion,” IEEE Trans. on Services Computing , vol. 18, no. 3, May-Jun. 2025, pp. 1232-1244.

Peer-reviewed journal papers

X. Zhang, T. Wang, H. Zhu, B. Huang, and L. Liu, “Group Role Assignment with Conflicting and Cooperating Agents Based on Three-Way Decision,” Information Sciences , vol. 696, 2025, p. 121755, avail: Source .

Peer-reviewed journal papers

P. Y. Zhang, F. Xu, T. Huang, H. Zhu, and Q. Zhao, “CTT: A Three-Layer Tree Consensus Mechanism for Consortium Blockchains with Enhanced Security and Reduced Communication Cost,” IEEE Trans. On Industrial Informatics , vol. 21, no. 6, June 2025, pp. 4355-4366.

Peer-reviewed journal papers

S. Wu, S. Li, H. Zhu, T. Wang, and L. Zhang, “Group Multi-Role Assignment with General Conflict, ” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 55, no. 6, June 2025, pp. 4188-4201.

Peer-reviewed journal papers

S. Wu, S. Li, H. Zhu, R. Chen, and L. Zhang, “ Group Role Three-Way Assignment for Uncertainty in Role Negotiation, ” IEEE Trans. on Cybernetics , vol. 55, no. 6, June 2025, pp. 2924-2936.

Peer-reviewed journal papers

K. Chen, T. Wang, H. Zhu, and B. Huang, “Maximizing Group Utilities While Avoiding Conflicts Through Agent Qualifications,” IEEE Trans. on Computational Social Systems , vol. 12, no. 2, Apr. 2025, pp. 552-562

Peer-reviewed journal papers

G. Wu, Y. Tang, X. Wu, T. Huang, W. Zhang, and H. Zhu, “ Sampled-Data Consensus for Multi-Agent Systems Over Semi-Markov Switching Networks Under Denial-of-Service Attacks ,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 55, no. 4, Apr. 2025, pp. 2974-2986.

Peer-reviewed journal papers

Q. Jiang, D. Liu, H. Zhu, B. Huang, N. Wu, and Y. Qiao, “Group Role Assignment with Minimized Agent Conflicts,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 55, no. 3, Mar. 2025, pp. 1844-1857.

Peer-reviewed journal papers

L. Yu, Z. Meng, and H. Zhu, “A Hierarchical Surrogate-Assisted Differential Evolution with Core Space Localization,” IEEE Trans. on Cybernetics , vol. 55, no. 2, Feb. 2025, pp. 939-952.

Peer-reviewed journal papers

Z. Yu, C. Guo, L. Zhang, H. Zhu, B. Wang, “Multi-Group Multi-Role Assignment,” IEEE Trans. on Computational Social Systems , vol. 12, no. 1, Feb. 2025, pp. 259-273.

Peer-reviewed journal papers

H. Wang, F. Qiao, S. Jiang, H. Zhu, and J. Wang “ Deterioration-Aware Collaborative Energy-Efficient Batch Scheduling and Maintenance for Unrelated Parallel Machines Based on Improved MOEA/D , ” IEEE Robotics and Automation Letters , vol. 10, no. 2, Feb. 2025, pp. 2056-2063.

Peer-reviewed journal papers

H. Ma, C. Xiong, X. Fu, H. Zhu, Y. Tang, K. Li, “Collaborative recommendation of national image resources for targeted international communication via multidimensional features and E-CARGO modeling,” IEEE Trans. on Systems Man Cybernetics: Systems , vol. 55, no. 2, Feb. 2025, pp. 1549-1563.

Peer-reviewed journal papers

B. Yang, H. Zhu, D. Liu, "Improve GMRACCF Qualifications via Collaborative Filtering in Vehicle Sales Chain," Tsinghua Science and Technology , vol. 30, no. 1, Feb . 2025, pp. 247-261 .

Peer-reviewed journal papers

R. Ding, Y. Zhu, X. Feng, C. Zhang, and H. Zhu, “Continuous Charging Assignment Algorithm for Heterogeneous Robot Clusters Based on E-CARGO,” Expert Systems with Applications , vol. 259, Jan. 2025, p. 125175, avail: Source .

Peer-reviewed conference papers

H. Zhu, C. Peng, K. Z. Yu, and J. Li, “Establishing Role Networks by Providing a Crowdsourcing Platform,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2025) , Vienna, Austria, Oct. 5-8, 2025, pp. 4764-4769.

Peer-reviewed conference papers

Z. Huang, K. Wang, H. Zhu, D. Liu, “Solve the Aquaculture Imbalance Problem between Supply and Demand,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2025) , Vienna, Austria, Oct. 5-8, 2025.

Peer-reviewed conference papers

K. Wang, Q. Huang, H. Zhu, D. Liu, “Solving the Flexible Task Allocations Problem Via Group Role Assignment in Crowdsourcing,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2025) , Vienna, Austria, Oct. 5-8, 2025.

Peer-reviewed conference papers

P. Zhang, Z. Chen, F. Xu, and H. Zhu, “Blockchain-Enhanced Trusted Social Manufacturing: A Perspective on Product Lifecycle Management”, Proc. of the 1 st IEEE Int’l Symp. on E-CARGO and Applications (E-CARGO 2025) , July 21-23, 2025, Guangzhou, China, 105-110.

Peer-reviewed conference papers

Y. Liu, H. Zhu, Y. Sheng, and H. Wang, “Agent Evaluation via Social Network Analysis in Educational E-CARGO Framework”, Proc. of the 1 st IEEE Int’l Symp. on E-CARGO and Applications (E-CARGO 2025) , July 21-23, 2025, Guangzhou, China, pp. 93-98.

Peer-reviewed conference papers

K. Gong, H. Zhu, and T. Yang, “Computational Thinking, Object-Oriented Programming to Role-Based Collaboration”, Proc. of the 1 st IEEE Int’l Symp. on E-CARGO and Applications (E-CARGO 2025) , July 21-23, 2025, Guangzhou, China, pp. 32-38.

Peer-reviewed conference papers

H. Zhu, “E-CARGO/RBC Research: Foundations, Assumptions, Principles, and Challenges”, Proc. of the 1 st IEEE Int’l Symp. on E-CARGO and Applications (E-CARGO 2025) , July 21-23, 2025, Guangzhou, China, pp. 1-7.

Peer-reviewed conference papers

H. Zhu, T. Yang, K. Gong, and C. Wang, “Why Imperfect Team Management is Tolerable: An E-CARGO’s Perspective,” in Proc. of the IEEE 28 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2025) , Compiègne , France, May 2025.

Peer-reviewed conference papers

E. Wells and H. Zhu, “Optimizing Ticket Assignment through Group Role Assignment with Agents' Busyness Degree,” The 19 th Annual IEEE International Systems Conference , Montreal, Canada, April 7-10, 2025.

Peer-reviewed conference papers

K. Gong, H. Zhu, and T. Yang, “Canadian NPR Decreasing Policy Making: A Computational Simulation Method using E-CARGO,” The 19 th Annual IEEE International Systems Conference , Montreal, Canada, April 7-10, 2025.

Edited proceedings

H. Zhu, Y. Shen, L. Zhang, D. Liu and H. Ma, Proc. of the 1 st IEEE Int’l Symp. on E-CARGO and Applications (E-CARGO 2025) , July 21-23, 2025, Guangzhou, China, IEEE.

Edited proceedings

W. Shen, M.-H. Abel, N. Matta, J.-P. Barthès, J. Luo, J. Zhang, H. Zhu, and K. Peng, Proc. of the 2025 IEEE 28 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2025) , May 5-7, 2025, Compaigne, France, IEEE.

Reports

H. Zhu, “First Symposium and Third Summer School on E-CARGO and Applications, China, July 2025,” IEEE Systems, Man, and Cybernetics Magazine, vol. 11, no. 4, Oct. 2025, pp. 56-60.

Peer-reviewed journal papers

R. Adderson, B. Akbari, Y.-J. Pan, and H. Zhu, “Multi-Leader and Role-Based Time-Varying Formation Using GP Inference and Sliding Mode Control,” IEEE/ASME Trans. on Mechatronics , vol. 29, no. 6, Dec. 2024, pp. 4744-4754.

Peer-reviewed journal papers

H. Zhang, Z. Huang, Z. Jiang, H. Ma, H. Zhu, Y. Tang, “Collaborative Route Planning of Road Trips in Regional Central Cities of China: An Approach based on E-CARGO Model,” IEEE Trans. on Computational Social Systems , vol. 11, no. 5, Oct. 2024, pp. 6347-6365 .

Peer-reviewed journal papers

Q. Jiang, D. Liu, H. Zhu, S. Wu, N. Wu, X. Luo, and Y. Qiao, “Iterative Role Negotiation via the Bilevel GRA++ With Decision Tolerance,” IEEE Trans. on Computational Social Systems, vol. 11, no. 6, Dec. 2024, pp. 7484 – 7499.

Peer-reviewed journal papers

Q. Jiang, D. Liu, H. Zhu, B. Huang, N. Wu, and Y. Qiao, “Quasi Group Role Assignment with Agent Satisfaction in Self-Service Spatiotemporal Crowdsourcing,” IEEE Trans. on Computational Social Systems , vol. 11, no. 5, Oct. 2024, pp. 7002-7019 .

Peer-reviewed journal papers

X. Ke, H. Zhu, and D. Liu, “Group Multirole Assignment with Cooperation, Conflict and Public Interest Factors,” IEEE Trans. on Computational Social Systems, vol. 11, no. 5, Oct. 2024, pp. 6112-6124.

Peer-reviewed journal papers

P. Y. Zhang, J. Ren, W. Huang, Y. Chen, Q. Zhao, and H. Zhu, "A Deep-Learning Model for Service QoS Prediction Based on Feature Mapping and Inference," IEEE Transactions on Services Computing, vol. 17, no. 4, July-Aug. 2024, pp. 1311 – 1325.

Peer-reviewed journal papers

H. Ma, W. Zhao, Y. Tang, P. Huang, H. Zhu, W. Tang, and K. Li, “Personalized Learning Early Warning For College Students: A Multi-Level Approach Via Cognitive Ability and Learning State Modeling,” IEEE Trans. on Learning Technologies , vol. 17, Mar. 2024, pp. 1440 – 1453.

Peer-reviewed journal papers

H. Zhu, S. Kwong, I. Rudas, E. Tunstel , R. Kozma, and P. Shi, “Model-Based Systems Engineering Requires Metamodel Renovation,” IEEE Systems, Man, and Cybernetics Magazine , vol. 10, no. 4, Oct. 2024, pp. 4-14.

Peer-reviewed journal papers

H. Zhu, D. Liu, H. Ma, Y. Sheng, L. Zhang, and Q. Jiang, “E-CARGO/RBC Research Guide: A Road Map for Researchers,” IEEE Systems, Man, and Cybernetics Magazine , vol. 10, no. 3, July 2024, pp. 64-75.

Peer-reviewed journal papers

Z. Li, H. Zhu, and D. Liu, “ Attractive Game Matchmaking for MOBA via Group Role Assignment,” IEEE Systems, Man, and Cybernetics Magazine , 2024, vol. 10, no. 2, pp. 40-51.

Peer-reviewed journal papers

P. Y. Zhang, Y. Chen, W. Huang, H. Zhu, and Q. Zhao, “Generative-Adversarial-based Feature Compensation to Predict Quality of Service,” IEEE Trans. on Services Computing, vol. 17, no. 1, Jan. – Feb. 2024, pp. 209-223.

Peer-reviewed journal papers

B. Akbari, Z. Wang, H. Zhu, L. Wan, R. Adderson, and Y.-J. Pan, “Role Engine Implementation for a Continuous and Collaborative Multirobot System,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 54, no. 2, Feb. 2024, pp. 866-877 .

Peer-reviewed journal papers

P. Y. Zhang, X. Hua, and H. Zhu, “Cross-Chain Digital Asset System for Secure Trading and Payment,” IEEE Trans. on Computational Social Systems, vol. 11, no. 2, Apr. 2024, pp. 1654-1666 .

Peer-reviewed journal papers

P. Zhang, H. Zhu, and D. Liu, “Equality or Equity? E-CARGO Perspectives on the Fairness of Education,” IEEE Trans. on Computational Social Systems, vol. 11, no. 2, Apr. 2024, pp. 1926-1936 .

Peer-reviewed journal papers

L. Zhang, Z. Yu, S. Wu, H. Zhu, Y. Sheng, “Adaptive Collaboration with Training Plan Considering Role Correlation,” IEEE Trans. on Computational Social Systems , vol. 11, no. 1, Feb. 2024, pp. 25-37.

Peer-reviewed journal papers

H. Ma, J. Li, H. Zhu, W. Tang, Z. Huang, and Y. Tang “Collaborative optimization of learning team formation based on multidimensional characteristics and constraints modeling: A team leader-centered approach via E-CARGO,” IEEE Trans. on Computational Social Systems , vol. 11, no. 1, Feb. 2024, pp. 184-196.

Peer-reviewed journal papers

L. Liu, H. Zhu, T. Wang, and M. Tang, “A fast and efficient task offloading approach in edge-cloud collaboration environment,” Electronics , vol. 13, no. 2, 2024, pp. 313:1-32.

Peer-reviewed journal papers

W. Shang, J. Chai, J. Ca, X. Lei, H. Zhu, Y. Fan, and W. Ding, “Aspect-Level Sentiment Analysis Based On Aspect-Sentence Graph Convolution Network,” Information Fusion, vol. 104, Apr. 2024, pp. 102143:1-12.

Peer-reviewed journal papers

T. Yi, M. Shi, W. Shang, and H. Zhu, “A privacy ‐ preserving method for publishing data with multiple sensitive attributes,” CAAI Transactions on Intelligence Technology , vol. 9, no. 1, Feb. 2024, pp. 222-238.

Peer-reviewed journal papers

A. Lao, H. Zhu, and D. Liu, “Solving Relay Task Allocation of Unmanned Aerial Vehicles: A Solution Using Group Multirole Assignment,” IEEE Systems, Man, and Cybernetics Magazine , vol. 10, no. 1, Jan. 2024 , pp. 41-52.

Peer-reviewed conference papers

T. Yang, H. Zhu, C. Wang, and X. Yang, “Adaptive Group Multi-Role Assignment in Garbage Management System,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2024) , Kuching, Malaysia, Oct. 2024, pp. 4698-4703.

Peer-reviewed conference papers

K. Zeng, W. Liu, H. Zhu, D. Liu, “Solving the Bank Credit Decision Problem Via Revised Group Multi-Role Assignment,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2024) , Kuching, Malaysia, Oct. 2024, pp. 1883-1888.

Peer-reviewed conference papers

X. Ke, X. Lin, H. Zhu, D. Liu, “How to Reduce Loss of Personnel Arrangement? a Group MultiRole Assignment Perspective,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2024) , Kuching, Malaysia, Oct. 2024, pp. 1877-1882.

Peer-reviewed conference papers

X. Lin, X. Ke, H. Zhu, D. Liu, “Courier Delivery Optimization in Supply Chain Via Group Multirole Assignment,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2024) , Kuching, Malaysia, Oct. 2024, pp. 4692-4697.

Peer-reviewed conference papers

X. Hua, J. Chen, P. Y. Zhang, Z. Fu, H. Zhu, K. Lu, J. Ren, “Expedited Block Transmission in Blockchain Network by Using Clusters,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2024) , Kuching, Malaysia, Oct. 2024, pp. 5093-5098.

Peer-reviewed conference papers

J. Zhou, K. Shao, C. Yu, Y. Hao, L. Hu, M. Chen and H. Zhu, “MDEA: Modeling Depressive Emotions Aligned with Knowledge Graphs and Large Language Models,” Canadian Conference on Electrical and Computer Engineering, Kinston, Canada, Aug. 6-9, 2024.

Peer-reviewed conference papers

Z. Cheng, H. Zhu, and D. Liu, “Solving the External Auditor Assignment Problem via GMRACCF,” in Proc. of the IEEE 27 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2024) , Tianjin, China, May 2024, pp. 1049-1054.

Peer-reviewed conference papers

X. Liu, H. Zhu and D. Liu, “Solving the Energy Supply Strategic Planning Problem by Extended Group Multirole Assignment,” in Proc. of the IEEE 27 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2024) , Tianjin, China, May 2024, pp. 1461-1466.

Peer-reviewed conference papers

W. Peng, Y. Chen, H. Zhu and Y. Zhang, “End-edge collaborative DNN inference acceleration via E-CARGO and RBC,” in Proc. of the IEEE 27 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2024) , Tianjin, China, May 2024, pp. 760-765.

Peer-reviewed conference papers

H. Guo, H. Zhu and D. Liu, “Avoiding Information Leakage in the Formation of Crowdsourcing Teams via Extended Group Multirole Assignment Considering Fairness,” in Proc. of the IEEE 27 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2024) , Tianjin, China, May 2024, pp. 1467-1472.

Peer-reviewed conference papers

X. Lin, H. Zhu and D. Liu, “Bus Driver Rostering via Extending Group Multirole Assignment,” in Proc. of the IEEE 27 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2024) , Tianjin, China, May 2024, pp. 1485-1490.

Peer-reviewed conference papers

H. Zhu, M. Noroozi Rasoolabadi, F. Hou, T. Yang, C. Wang, and L. Kaida, “Refugee Resettlement: Why a Computational Method using E-CARGO is Better?” IEEE Int’l Conf. on Human Machine Systems , Toronto, Canada, May 15-17, 2024, p.1-6.

Edited proceedings

W. Shen, J.-P. Barthès, J. Luo, T. Qiu, X. Zhou, J. Zhang, H. Zhu, K. Peng, T. Xu, N. Chen, Proc. of the 2024 IEEE 25 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2024) , May 8-10, 2024, Tianjin, China, IEEE.

Reports

H. Zhu, “The Report of the 2nd IEEE International Summer School on E-CARGO and Applications, Guangzhou, China (Hybrid), July 22-26, 2024,” IEEE Systems, Man, and Cybernetics Magazine, vol. 10, no. 4, Oct. 2024, pp. 137-141.

Peer-reviewed journal papers

H. Ma, Z. Huang, H. Zhu, W. Tang, H. Zhang, K. Li, “ Predicting examinee performance based on a fuzzy cloud cognitive diagnosis framework in e-learning environment,” Soft Computing , vol. 27, Dec. 2023, pp. 18949–18969.

Peer-reviewed journal papers

H. Ma, Z. Huang, W. Tang, H. Zhu, H. Zhang, and J. Li, “Predicting Student Performance in Future Exams via Neutrosophic Cognitive Diagnosis in Personalized E-Learning Environment,” IEEE Transactions on Learning Technologies , vol. 16, no. 5, Oct. 2023, pp. 680 – 693.

Peer-reviewed journal papers

B. Akbari, H. Zhu, Y.-J. Pan, and R. Tharmarasa , “Nonparametric Spatio -Temporal Joint Probabilistic Data Association Coupled Filter and Interfering Extended Target Tracking,” IEEE Access, vol. 11, Sep. 2023, pp. 108792-108803.

Peer-reviewed journal papers

Q. Jiang, D. Liu, H. Zhu, Y. Qiao, and B. Huang , “Equilibrium Means Equity? An E-CARGO Perspective on the Golden Mean Principle,” IEEE Trans. on Computational Social Systems , vol. 10, no. 4, Aug. 2023, pp. 1443 – 1454.

Peer-reviewed journal papers

H. Zhu, “Pareto Improvement: A GRA Perspective,” IEEE Trans. on Computational Social Systems, vol. 10, no. 3, June 2023, pp. 1241-1251.

Peer-reviewed journal papers

L. Liang, J. Fu, H. Zhu, and D. Liu, “Solving the Team Allocation Problem in Crowdsourcing via Group Multirole Assignment,” IEEE Trans. on Computational Social Systems, vol. 10, no. 3, June 2023, pp. 843-854.

Peer-reviewed journal papers

H. Ma, Y. Tang, X. Zhang, H. Zhu, P. Huang, H. Zhang, “ Learning resource recommendation via knowledge graph and learning style clustering,” J. of Intelligent & Fuzzy Systems , vol. 44, no. 5, May 2023, pp. 8053-8069.

Peer-reviewed journal papers

H. Zhu, T. Yi, S. Shang, M. Shi, Z. Li, and W. Shang, “A multiple sensitive attributes data publishing method with guaranteed information utility,” CAAI Transactions on Intelligence Technology , vol. 8, no. 2, June 2023, pp: 288-296.

Peer-reviewed journal papers

H. Ma, J. Li, Y. Tang, H. Zhu, Z. Huang, W. Tang, “Universal optimization framework: leader-centered learning team formation based on fuzzy evaluations of learners and E-CARGO,” IEEE Systems, Man and Cybernetics Magazine , vol. 9, no. 2, Apr. 2023, pp. 6-17.

Peer-reviewed journal papers

H. Zhu, "Group Role Assignment with Constraints (GRA+): A New Category of Assignment Problems," IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 53, no. 3, Mar. 2023, pp. 1670-1683.

Peer-reviewed journal papers

Q. Jiang, H. Zhu, Y. Qiao, D. Liu, and B. Huang, “Extending Group Role Assignment with Cooperation and Conflict Factors via KD45 Logic,” IEEE Trans. on Computational Social Systems, vol. 10, no. 1, Feb. 2023, pp. 178-191.

Peer-reviewed journal papers

R. Wachowiak- Smolikova , and H. Zhu, “Data Analytics and Visualization of Adaptive Collaboration Simulations,” IEEE Trans. on Computational Social Systems , vol. 10, no. 1, Feb. 2023, pp. 84-93.

Peer-reviewed journal papers

Q. Jiang, H. Zhu, Y. Qiao, D. Liu, and B. Huang, "Refugee Resettlement by Extending Group Multirole Assignment," IEEE Trans. on Computational Social Systems , vol. 10, no. 1, Feb. 2023, pp. 36-47.

Peer-reviewed conference papers

H. Zhu, B. Akbari, L. Wan, and Y.-J. Pan, “Hybrid Human/Robot Team Establishment using E-CARGO and Role-Based Collaboration,” Proc. of the IEEE Symposium Series on Computational Intelligence , Mexico City, Mexico, Dec. 5-8, 2023, pp. 908-913.

Peer-reviewed conference papers

M. Noroozi Rasoolabadi, H. Zhu, and C. Wang, “Solving the Many to Many Grouped Task Allocation Problem via E-CARGO,” Proc. of the IEEE Int’l Conf. on Networking, Sensing and Control (IEEE ICNSC 2023), Marseille, France, Oct. 2023, avail: Source .

Peer-reviewed conference papers

B. Akbari, H. Zhu, Y.-J. Pan, “Trust Establishment for the Role-Based Collaborative Multi-Robot Systems,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2023) , Maui, Hawaii, USA, Oct. 2023.

Peer-reviewed conference papers

Y. Cai, H. Zhu, D. Liu, “Stable Cloud Provider Selection via Group Role Assignment with KB4 Logic Extended,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2023) , Maui, Hawaii, USA, Oct. 2023.

Peer-reviewed conference papers

C. Peng, H. Zhu, L. Liu, and R. Grewal, “Optimal Procurement in Consideration of Carbon Emissions,” in Proc. of the IEEE Int’l Conf. on Systems, Man, and Cybernetics (IEEE SMC 2023) , Maui, Hawaii, USA, Oct. 2023.

Peer-reviewed conference papers

T. Yang, and H. Zhu, “New Employee Training Scheduling Using the E-CARGO Model,” in Proc. of the IEEE 26th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2023) , Rio de Janeiro, Brazil and Online, May 2023, pp. 691-696.

Peer-reviewed conference papers

Z. Xiong, H. Zhu, D. Liu, and J. Xian, “Industrial Chain Data Evaluation in Automobile Parts Procurement via Group Multirole Assignment,” in Proc. of the IEEE 26th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2023) , Rio de Janeiro, Brazil and Online, May 2023, pp. 1049-1054.

Peer-reviewed conference papers

Z. Ye, H. Zhu, D. Liu, and J. Xian, “Outsourced Products Task Allocation via Group Multirole Assignment with Considering Variance,” in Proc. of the IEEE 26th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2023) , Rio de Janeiro, Brazil and Online, May 2023, pp. 1878-1883.

Edited proceedings

W. Shen, J.-P. Barthès, Junzhou Luo, Adriana Vivacqua, D. Schneider, C. Xie, J. Zhang, H. Zhu,, and K. Peng, C. L. R. Motta, Proc. of the 2023 IEEE 25 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2023) , May 24-26, 2023, Rio de Janeiro, Brazil, IEEE.

Reports

H. Zhu, “Report of the First IEEE International Summer School (Online) on Environments-Classes, Agents, Roles, Groups, and Objects and Its Applications,” IEEE Systems, Man, and Cybernetics Magazine, vol. 9, no. 4, Oct. 2023, pp. 77-79.

Editorials

H. Zhu, “Networking, Decentralization, and Intelligent Control Are Always Cutting-Edge Topics in the IEEE Systems, Man, and Cybernetics Society”, IEEE Systems, Man, and Cybernetics Magazine , vol. 9, no. 1, Jan. 2023, pp. 4-5.

Peer-reviewed journal papers

H. Zhu, “ Social Development Paradox: An E-CARGO Perspective on the Formation of the Pareto 80/20 Distribution ,” IEEE Trans. on Computational Social Systems, vol. 9, no. 5, Oct. 2022, pp. 1297 – 1306.

Peer-reviewed journal papers

Q. Jiang, D. Liu, H. Zhu, Y. Qiao, and B. Huang, “Quasi Group Role Assignment with Role Awareness in Self-Service Spatiotemporal Crowdsourcing,” IEEE Trans. on Computational Social Systems , vol. 9, no. 5, Oct. 2022, pp. 1456-1468.

Peer-reviewed journal papers

Q. Jiang, H. Zhu, Y. Qiao, Z. He, D. Liu, and B. Huang, “Agent Evaluation in Deployment of Multi-SUAVs for Communication Recovery,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 52, no. 11, Nov. 2022, pp. 6968-6982.

Peer-reviewed journal papers

B. Akbari, and H. Zhu, “Tracking Dependent Extended Targets using Multi-Output Spatiotemporal Gaussian Processes,” IEEE Trans. on Intelligent Transportation Systems , vol. 23, no. 10, Oct. 2022, pp. 18301-18314.

Peer-reviewed journal papers

T. Yi, M. Shi, and H. Zhu, “Medical Data Publishing Based on Average Distribution and Clustering,” CAAI Trans. on Intelligence Technology , vol. 7, no. 3, Sep. 2022, pp. 381-394.

Peer-reviewed journal papers

F. Wang, H. Zhu, G. Srivastava, S. Li, M. R. Khosravi, and L. Qi, “Robust Collaborative Filtering Recommendation with User-Item-Trust Records,” IEEE Trans. on Computational Social Systems , vol. 9, no. 4, Aug. 2022, pp. 986-996.

Peer-reviewed journal papers

L. Liu, H. Zhu, S. Che, Z. Huang, “Privacy-Aware Task Assignment for IoT Audit Applications on Collaborative Edge Devices,” Security and Communication Networks , vol. 2022, June 2022, pp. 1336094: 1-15.

Peer-reviewed journal papers

L. Liu, H. Zhu, and S. Chen, “Balancing Privacy Risk and Benefit in Service Selection for Multiprovision Cloud Service Composition,” Mathematics, vol. 10, May 2022, pp. 1675:1-33.

Peer-reviewed journal papers

L. Liu, H. Zhu, S. Chen, Z. Huang, “Privacy regulation aware service selection for multi-provision cloud service composition,” Future Generation Computer Systems , vol. 126, Jan. 2022, pp. 263-278.

Peer-reviewed conference papers

C. Peng, H. Zhu, L. Liu, and R. Grewal, “Optimal Data Allocation in the Environment of Edge and Cloud Servers,” Proc. of the IEEE Int’l Conf. on Networking, Sensing and Control (IEEE ICNSC 2022), Shanghai, China, Dec. 2022, pp. 1-6, doi : 10.1109/ICNSC55942.2022.10004065.

Peer-reviewed conference papers

B. Akbari, and H. Zhu, “Fault-Resilience Role Engine for an Autonomous Cooperative Multi-Robot System using E-CARGO,” Proc. of IEEE Int’l Conf. on Systems, Man, and Cybernetics , Prague, Czech, Oct. 2022, pp. 730-735.

Peer-reviewed conference papers

S. Zhang, W. Huang, and H. Zhu, “UAV Life Detection and Rescue Using Group Role Assignment,” Proc. of IEEE Int’l Conf. on Systems, Man, and Cybernetics , Prague, Czech, Oct. 2022, pp. 742-747.

Peer-reviewed conference papers

Z. Yu, R. Yang, X. Liu, H. Zhu, and L. Zhang “Multi-Group Role Assignment with Constraints in Adaptive Collaboration,” Proc. of IEEE Int’l Conf. on Systems, Man, and Cybernetics , Prague, Czech, Oct. 2022, pp. 748-754.

Peer-reviewed conference papers

S. Wu, H. Zhu, and D. Liu, “Balance Personal Wishes with Performance via Group Role Assignment,” in Proc. of the IEEE 25th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2022) , Hangzhou, China and Online, May 2022, pp. 17-22.

Peer-reviewed conference papers

Y. Zhang, D. Liu, H. Zhu, W. Zhang, and Z. Ye, “Solving the Task Allocation Problem under High-order Set via Group Role Assignment,” in Proc. of the IEEE 25th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2022) , Hangzhou, China and Online, May 2022, pp. 23-28.

Peer-reviewed conference papers

C. Guo, S. Wu, H. Zhu, Y. Sheng, and L. Zhang, “Adaptive Collaboration with A Training Plan,” in Proc. of the IEEE 25th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2022) , Hangzhou, China and Online, May 2022, pp. 389-394.

Peer-reviewed conference papers

F. Wen, H. Zhu, and D. Liu , “Defrost Period Allocation with Flexible Intervals via Group Role Assignment,” in Proc. of the IEEE 25th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2022) , Hangzhou, China and Online, May 2022, pp. 414-419.

Peer-reviewed conference papers

Y. Li, X. Sui, S. Zhang, and H. Zhu, “Multi-Agent Collaboration Planning in Mentorship Mode,” in Proc. of the IEEE 25th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2022) , Hangzhou, China and Online, May 2022, pp. 77-82.

Edited proceedings

W. Shen, J.-P. Barthès, J. Luo, G. Chen, J. Zhang, H. Zhu, K. Peng, Proc. of the 2022 IEEE 25 th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD 2022) , May 4-6, 2022, Hangzhou, China, IEEE.

Editorials

H. Zhu, “Blockchain and Artificial Intelligence Are Also Hot Topics in the IEEE Systems, Man, and Cybernetics Society”, IEEE Systems, Man, and Cybernetics Magazine , vol. 8, no. 4, July 2022, pp. 4-5.

Editorials

H. Zhu, “More Diverse Investigations and More Collaborations Make More Contributions to The Community”, IEEE Systems, Man, and Cybernetics Magazine , vol. 8, no. 3, July 2022, pp. 6-7.

Editorials

H. Zhu, “Human Brains Plus Abstract Thinking bring in Progresses of Technologies,” IEEE Systems, Man, and Cybernetics Magazine , vol. 8, no. 2, April 2022, pp. 4-5.

Peer-reviewed journal papers

P. Wang, Y. Gningue, and H. Zhu, “Validation of the Improved Incremental Assignment Algorithm,” Int’l J. of Computers and Their Applications , vol. 28, no. 3, Sep. 2021, pp. 132-139.

Peer-reviewed journal papers

H. Zhu, “Why Did Mr. Trump Oppose Globalization? An E-CARGO Approach,” IEEE Trans. on Computational Social Systems , vol. 8, no. 6, Dec. 2021, pp. 1333–1343.

Peer-reviewed journal papers

H. Ma, Z. Hu, K. Li, and H. Zhu, “Variation-aware cloud service selection via collaborative QoS prediction,” IEEE Trans. on Services Computing , vol. 14, no. 6, Nov. 2021, pp. 1954-1969.

Peer-reviewed journal papers

P. Wang, Y. Gningue, and H. Zhu, “Improved Algorithm for the Incremental Assignment Problem,” EPiC Series in Computing, vol. 75, 2021, pp. 98-107.

Peer-reviewed journal papers

B. Huang, H. Zhu, D. Liu, N. Wu, Y. Qiao, and Q. Jiang, “Solving Last-mile Logistics Problem in Spatiotemporal Crowdsourcing via Role Awareness with Adaptive Clustering,” IEEE Trans. on Computational Social Systems , vol. 8, no. 3, June 2021, pp. 668-681 .

Peer-reviewed journal papers

W. Huang, T. Yi, H. Zhu, W. Shang, W. Lin, “Improved privacy preserving method for periodical SRS publishing,” PLOS One , vol. 16, no. 4, Apr. 2021, e0250457.

Peer-reviewed journal papers

Y. Zhang, C. Yin, Q. Wu, Q. He, and H. Zhu, “Location-aware Deep Collaborative Filtering for Service Recommendation,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 51, no. 6, June 2021, pp. 3796 – 3807.

Peer-reviewed journal papers

X. Xu, Q. Huang, H. Zhu, S. Sharma, X. Zhang, L. Qi, and M. Z. A. Bhuiyan, “Secure Service Offloading for Internet of Vehicles in SDN-Enabled Mobile Edge Computing,” IEEE Trans. on Intelligent Transportation Systems , vol. 22, no. 6, June 2021, pp. 3720 - 3729.

Peer-reviewed journal papers

H. Ma, W. Tang, H. Zhu, and H. Zhang , “ Resource Utilization-Aware Collaborative Optimization of IaaS Cloud Service Composition for Data-Intensive Applications,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 51, no. 2, Feb. 2021, pp. 1322-1333.

Peer-reviewed conference papers

W. Kinsner , H. Zhu, G. Baciu, G. Luo, F. Rubio, J. Sui, R. Huang, H. Hiraishi, J. Peng, and L. Chen, “IEEE ICCI*CC Series in Year 20: Latest Advances in Cognitive Computing (Plenary Panel Report-II),” in Proc. of IEEE 20th Int’l Conf. on Cognitive Informatics & Cognitive Computing (ICCI*CC’21), Online, Oct. 29-31, 2021, pp. 265-278.

Peer-reviewed conference papers

H. Zhu, Z. Yu, “Team Performance due to Agent Conflicts: E-CARGO Simulations”, Proc. of IEEE Int’l Conf. on Systems, Man, and Cybernetics , Online, Oct. 2021, pp. 2816-2822.

Peer-reviewed conference papers

S. Xiang, D. Liu, S. Teng, H. Zhu, W. Zhang, “Charging Pile Siting with Group Multirole Assignment”, Proc. of IEEE Int’l Conf. on Systems, Man, and Cybernetics , Online, Oct. 2021, pp. 2822-2827.

Peer-reviewed conference papers

J. Qi, H. Zhu, J. Xiang, and D. Liu, “Revising Portfolio with Preferences via Higher-Order Group Multi-Role Assignment,” IEEE 24th Int’l Conf. on Computer Supported Cooperative Work in Design (CSCWD) , Dalian, China, and Online, May 2021, avail: Source

Peer-reviewed journal papers

H. Zhu, “Computational Social Simulation with E-CARGO: Comparison between Collectivism and Individualism,” IEEE Trans. on Computational Social Systems , vol. 7, no. 6, Dec. 2020, pp. 1345-1357.

Peer-reviewed journal papers

H. Zhu, “Group Multi-role Assignment with Conflicting Roles and Agents,” IEEE/CAA J. of Automatica Sinica , vol. 7, no. 6, Nov. 2020 , pp. 1498-1510 .

Peer-reviewed journal papers

H. Zhu, “Agent Categorization with Group Role Assignment with Constraints and Simulated Annealing (SA),” IEEE Trans. on Computational Social Systems , vol. 7, no. 5, Oct. 2020, pp. 1234-1245 .

Peer-reviewed journal papers

X. Zhu, H. Zhu, D. Liu, and X. Z. Zhou, “Criteria Making in Role Negotiation,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 50, no. 10, Oct. 2020 , pp. 3731 – 3740.

Peer-reviewed journal papers

Y. Guo, H. Zhu, C. Xiong, and L. Yu, “A two-dimensional generalized thermo-hydro-mechanical-coupled problem for a poroelastic half-space,” Waves in Random and Complex Media , vol. 30, no. 4, Sep. 2020, pp. 738-758.

Peer-reviewed journal papers

T. Wang, H. Li, X. Zhou, B. Huang, H. Zhu, “A prospect theory-based three-way decision model,” Knowledge-Based Systems, vol. 203, no. 5, Sep. 2020, pp.106-129.

Peer-reviewed journal papers

H. Zhu, “Avoiding Critical Members in a Team by Redundant Assignment,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 50, no. 7, July 2020, pp. 2729-2740 .

Peer-reviewed journal papers

H. Zhu, “ Maximizing Group Performance while Minimizing Budget,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 50, no. 2, Feb. 2020, pp. 633-645.

Peer-reviewed journal papers

D. Liu, B. Huang, and H. Zhu, “Solving the Tree-Structured Task Allocation Problem via Group Multirole Assignment,” IEEE Trans. on Automation Science and Engineering , vol. 17, no. 1, Jan. 2020, pp. 41-55.

Peer-reviewed journal papers

D. Liu, Q. Jiang, H. Zhu, and B. Huang, “Distributing UAVs as Wireless Repeaters in Disaster Relief via Group Role Assignment,” Int’l J. of Cooperative Information Systems , vol. 29, nos. 1&2, 2020, pp. 2040002:1–22 .

Peer-reviewed conference papers

P. Wang, Y. Gningue, H. Zhu, “Improved Algorithm for the Incremental Assignment Problem,” Proc. of The 33rd Int’l Conf. on Computer Applications in Industry and Engineering , online, Oct. 20, 2020, pp. 98-107.

Peer-reviewed conference papers

H. Zhu, Z. Yu, and Y. Gnignue , “Solving the Exam Scheduling Problem with GRA+”, The IEEE Conf. on Systems, Man and Cybernetics (SMC'20), Toronto, Canada (Online), Oct. 2020, pp. 1485-1490.

Peer-reviewed conference papers

E. Brownlee, and H. Zhu, “Group Role Assignment with Busyness Degree and Cooperation and Conflict Factors”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC'20), Toronto, Canada (Online), Oct. 2020, pp. 1479-1484.

Peer-reviewed conference papers

H. Zhu, “Social Simulation with RBC and E-CARGO,” The 1 st IEEE Int′l Conf. on Human Machine Systems , Rome, Italy (Online), Sept. 7-9, 2020.

Edited proceedings

L. Gomes, H. Zhu and C. Benavente-Peces, Proceedings of the 10th International Conf. on Pervasive and Parallel Computing, Communication and Sensors , November 3 - 5, 2020, online, SCITEPRESS.

Peer-reviewed journal papers

J. Yang, H. Zhu, and T. Liu, “Secure and Economical Multi-Cloud Storage Policy with NSGA-II-C,” Applied Soft Computing , vol. 83, 2019, p. 105649.

Peer-reviewed journal papers

Y. Guo, C. Xiong, and H. Zhu,” Dynamic Response of Coupled Thermo-Hydro- Elastodynamic Problem for Saturated Foundation under G-L Generalized Thermoelasticity ,” J. of Porous Media , vol. 22, no. 13, 2019, pp. 1651–1666.

Peer-reviewed journal papers

H. Ma, H. Zhu, K. Li, W. Tang. “Collaborative optimization of service composition for data-intensive applications in a hybrid cloud,” IEEE Trans. on Parallel and Distributed Systems , vol. 30, no. 5, May 2019, pp. 1022-1035.

Peer-reviewed conference papers

H. Zhu, “The Most Economical Redundant Assignment”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC'19), Bari, Italy, Oct. 6-9, 2019, pp. 146-151.

Peer-reviewed conference papers

H. Zhu, “ Group Multi-Role Assignment with Coupled Roles, ” The 16 th IEEE Int′l Conf. on Networking, Sensing, and Control , Banff, Canada, May 9-11, 2019, pp.281-286.

Peer-reviewed conference papers

B. Lei, H. Zhu, and Y. Gningue, “Using Group Role Assignment to Solve Dynamic Vehicle Routing Problem,” The 16 th IEEE Int′l Conf. on Networking, Sensing, and Control , Banff, Canada, May 9-11, 2019, pp. 104-109.

Book chapters

X. Mao, M. Dong, and H. Zhu, “Towards Multiple-Layer Self-Adaptations of Multi-Agent Organizations Using Reinforcement Learning”, in D. Zhang and B. Wei (ed.) Novel Design and Applications of Robotics Technologies , IGI Global, 2019, pp. 66-95.

Edited proceedings

H. Zhu, J. Wang, and M.C. Zhou, Proceedings of the 2019 IEEE 16 th Int’l Conf. on Networking, Sensing, and Control (ICNSC 2019) , May 9-11, 2019, Banff, Canada, IEEE.

Peer-reviewed journal papers

朱海滨，刘冬宁，“大同细殊，黜幽陟明--谈“基于角色的协同”及其 E-CARGO 模型”， 德先生， 2018 年 11 月 12 日， avail: Source 。

Peer-reviewed journal papers

H. Zhu, Y. Sheng, X.-Z. Zhou, Y. Zhu, “Group Role Assignment with Cooperation and Conflict Factors,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 48, no. 6, June 2018, pp. 851 – 863.

Peer-reviewed journal papers

D. Liu, Y. Yuan, H. Zhu, S. Teng, and C. Huang, “Balance Preferences with Performance in Group Role Assignment,” IEEE Trans. on Cybernetics , vol. 48, no. 6, June 2018, pp. 1800 - 1813 .

Peer-reviewed journal papers

S. Teng, N. Wu, H. Zhu, L. Teng, W. Zhang, “SVM – DT - Based Adaptive Collaboration Intrusion Detection,” IEEE/CAA J. of Automatica Sinica , vol. 5, no. 1, 2018, pp. 108-118.

Peer-reviewed journal papers

H. Zhu, “Big Data and Collaboration Research: Creating Real Data,” IEEE Systems, Man, & Cybernetics Magazine , vol. 4, no. 1, Januar y 2018, pp. 16-19.

Peer-reviewed conference papers

Y. Sheng, H. Zhu., and G. Wang, “Slot Reallocation for Ground Delay Programs”, Proc. of the 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conf. (UEMCON), New York, USA, Nov. 2018, pp. 648-653.

Peer-reviewed conference papers

H. Zhu, "Predict Team Performance with E-CARGO", The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC'18), Miyazaki, Japan, Oct. 7-10, 2018, pp. 3459-3554.

Peer-reviewed conference papers

H. Zhu, H. Ma, and H. Zhang, “Acquire the Preferred Position in a Team,” The IEEE Conf. of Computer-Supported Cooperative Work in Design , Nanjing, China, May 9-11, 2018, pp. 116-121.

Peer-reviewed conference papers

P. Luo, H. Zhu, D. Liu, B. Huang and Y. Hou, “Solving the M2M Recommendation Problem via Group Multi-role Assignment,” The IEEE Conf. of Computer-Supported Cooperative Work in Design , Nanjing, China, May 9-11, 2018, pp. 612-617.

Peer-reviewed conference papers

H. Ma, Y. Chen, H. Zhu, H. Zhang, and W. Tang, “Optimization of Cloud Service Composition for Data-intensive Applications via E-CARGO,” The IEEE Conf. of Computer-Supported Cooperative Work in Design , Nanjing, China, May 9-11, 2018, pp. 785-789.

Peer-reviewed conference papers

S. Teng, Z. Zhang, L. Teng, W. Zhang, H. Zhu, X. Fang, and L. Fei, “A Collaborative Intrusion Detection Model using a novel optimal weight strategy based on Genetic Algorithm for Ensemble Classifier”, The IEEE Conf. of Computer-Supported Cooperative Work in Design , Nanjing, China, May 9-11, 2018, pp. 767-772.

Peer-reviewed conference papers

H. Zhu, T. Kennedy, H. Ma, H. Zhang, B. Lei, and Y. Gningue, “A Simulation System for Flexible Transit Services based on E-CARGO”, The 15 th IEEE Int′l Conf. on Networking, Sensing, and Control , Zhuhai, China, March 2018.

Edited proceedings

W. Shen, J. Luo, J.-P. Barthes, F. Dong, J. Zhang, H. Zhu, Proceedings of the 2018 IEEE 22 nd Int′l Conference on Computer Supported Cooperative Work in Design(CSCWD 2018) , May 9-11, 2018, Nanjing, China, IEEE.

Peer-reviewed journal papers

H. Ma, H. Zhu, Z. Hu, K. Li, and W. Tang, “Time-aware trustworthiness ranking prediction for cloud services using interval neutrosophic set and ELECTRE,” Knowledge-Based Systems , vol. 138, 15 December 2017, Pages 27-45.

Peer-reviewed journal papers

H. Zhu, D. Liu, S. Zhang, S. Teng, and Y. Zhu, “ Solving the Group Multi-Role Assignment Problem by Improving the ILOG Approac h ,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 47, no. 12, Dec. 2017, pp. 3418-3424.

Peer-reviewed journal papers

Z. Chen, H. Zhu, and Y. Sheng, C. Zhang, “Assignment problem with task weight and qualification threshold in GRMTAP,” Computer Applications Research , vol. 34, no. 3, March 2017, pp. 718-722 (In Chinese) .

Peer-reviewed journal papers

H. Ma, H. Zhu, Z. Hu, W. Tang, P. Dong, “Multi-valued collaborative QoS prediction for cloud service via time series analysis,” Future Generation Computer Systems , vol. 68, March 2017, pp. 275–288.

Peer-reviewed conference papers

H. Zhu, and Y. D. Zhu, "Group Role Assignment with Agents' Busyness Degrees", The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC'17), Banff, Canada, Oct. 5-8, 2017, pp. 3201-3206.

Peer-reviewed conference papers

J. Yang, H. Zhu, X. Zhu, Y. Liu, and L. Liu, "Resource Allocation Policy Based on Trust in the Multi-Cloud Environment", The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC'17), Banff, Canada, Oct. 5-8, 2017, pp. 3207-3202.

Peer-reviewed conference papers

X. Zhu, F. Xiao, H. Zhu, Q. Wu, X. Zhou, and W. Hu, "Group Role Assignment with Flexible Formation Based on the Genetic Algorithm", The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC'17), Banff, Canada, Oct. 5-8, 2017, pp. 2661-2666.

Peer-reviewed conference papers

H. Zhu and Y. Zhu, “ Group Role Assignment with Agents’ Preferences ”, The 14 th IEEE Int′l Conf. on Networking, Sensing, and Control , Italy, May 2017, pp.605-610.

Peer-reviewed journal papers

Z. Chen, H. Zhu, and Y. Sheng, H. Gao, “ Multi-task assignment algorithms based on the E-CARGO model ,” Computer Engineering & Science , vol. 38, no. 12, Dec. 2016, pp. 2542-2551 (In Chinese) .

Peer-reviewed journal papers

M. Tang, H. Zhu, and X. Mao, “A Lightweight Social Computing Approach to Emergency Management Policy Selection,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 46, no. 8, Aug. 2016, pp. 1075-1087.

Peer-reviewed journal papers

H. Zhu, “ Avoiding Conflicts by Group Role Assignment ,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 46, no. 4, Apr. 2016, pp. 535-547.

Peer-reviewed journal papers

H. Zhu, D. Liu, S. Zhang, Y. Zhu, L. Teng, S. Teng , “ Solving the Many to Many Assignment Problem by Improving the Kuhn-Munkres Algorithm with Backtracking ,” Theoretical Computer Science , vol. 618, March 2016, pp. 30-41.

Peer-reviewed journal papers

D. Almaatani , H. Boudjellaba , Y. Gningue, M. Takouda , H. Zhu, “Improving the NNA for the travelling salesman problem using the MVM,” Int’l J. of Latest Research in Science and Technology , vol. 5, no. 2., March-Apr. 2016, pp. 106-109.

Peer-reviewed journal papers

Y. Sheng, H. Zhu, X. Zhou, and W. Hu , “ Effective Approaches to Adaptive Collaboration via Dynamic Role Assignment ,” IEEE Trans. on Systems, Man, and Cybernetics: Systems , vol. 46, no. 1, Jan. 2016, pp. 76 - 92.

Peer-reviewed conference papers

H. Zhu and Shawn Mason, “ A Visualization Tool for Adaptive Collaboration ”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC’16) , Budapest, Hungary, Oct. 9-12, 2016, pp. 1005-1010.

Peer-reviewed conference papers

X. Zhu, X. Zhou, M. Zhang, H. Zhu, X. He, “ Group Role Assignment Based on Multi-Criteria in Collaboration System ”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC’16) , Budapest , Hungary, Oct. 9-12, 2016, pp. 3175-3180.

Peer-reviewed conference papers

H. Zhu, D. Liu, X. Zhu, Y. Zhu, S. Teng, and X. Zhou, “When to Re-Staff a Late Project – An E-CARGO Approach”, Proc. of The 2016 Int′l Conf. on Computational Science and Its Applications, Beijing, China, July 4-7, 2016, O. Gervasi et al. (Eds.): ICCSA 2016, Part V, LNCS 9790, pp. 201-217.

Peer-reviewed journal papers

H. Zhu, “ Adaptive Collaboration Systems ,” IEEE Systems, Man, and Cybernetics Magazine , vol. 1, no. 4, Oct. 2015, pp. 8-15 .

Peer-reviewed journal papers

H. Zhu, “ Role-Based Collaboration and E-CARGO: Revisiting the Developments of the Last Decade ,” IEEE Systems, Man, and Cybernetics Magazine , vol. 1, no. 3, July 2015, pp. 27-35 .

Peer-reviewed journal papers

W. Zhang, Y. Wang, J. Zhu, D. Liu, S. Teng, and H. Zhu, “A Role-Permission Assignment Method of RBAC Involved Conflicting Constraints under E-CARGO,” Int’l J. of Cognitive Informatics and Natural Intelligence, vol. 9, no. 4, October-December 2015, pp. 48-63.

Peer-reviewed conference papers

H. Zhu, “The Benefits of Dynamic Role Assignment”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC’15) , Hong Kong, Oct. 13-16, 2015, pp. 304-309.

Peer-reviewed conference papers

H. Zhu, Y. Sheng, and X. Zhou, “The Benefits of Conflict Avoidance in Collaboration”, The IEEE 13th Int′l Conf. on Cognitive Informatics & Cognitive Computing (ICCI*CC), Beijing, China, July 6-8, 2015, pp. 221-229.

Peer-reviewed conference papers

H. Zhu, “Adaptive Collaboration while Agents’ Performance Changes Periodically”, in Proc. of ACM/IEEE Int′l Conf. on Collaborative Technologies and Systems , Atlanta, GA, USA, June 6-9, 2015, pp. 106-112.

Book chapters

H. Zhu, M.C. Zhou and M. Hou, ″ Support Collaboration with Roles″, in M. Zhou, et al. (ed.), Contemporary Issues in Systems Science and Engineering, IEEE Press, 2015, pp. 575-598.

Peer-reviewed journal papers

S. Teng, C. Zheng, H. Zhu, D. Liu, and W. Zhang, “A Cooperative Intrusion Detection Model for Cloud Computing Networks,” Int’l J. of Security and Its Applications, vol. 8, no. 3, 2014, pp. 107-118.

Peer-reviewed journal papers

D. Liu, Y. Liu, S. Teng, H. Zhu, L. Liang, “The friend recommendation on social network based on role cooperation,” J. of Guangxi University (Natural Science Edition, In Chinese), Vol. 39, no. 6, Nov. 2014.

Peer-reviewed conference papers

L. Teng, S. Teng, F. Tang, H. Zhu, W. Zhang, D. Liu, and L. Liang, “A Collaborative and Adaptive Intrusion Detection Based on SVMs and Decision Trees,” 2014 IEEE Int′l Conf. on Data Mining Workshop (ICDMW) , Shenzhen, China, 14 Dec. 2014, pp. 898 – 905.

Peer-reviewed conference papers

D. Liu, S. Teng, H. Zhu, and Y. Tang, “Minimal Role Playing Logic in Role-Based Collaboration”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC’14) , San Diego, USA, Oct. 5-8, 2014, pp. 1439-1444.

Peer-reviewed conference papers

Y. Sheng, H. Zhu, X. Zhou, and Y. Wang “Effective Approaches to Group Role Assignment with a Flexible Formation”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC’14) , San Diego, USA, Oct. 5-8, 2014, pp. 1445-1450.

Peer-reviewed conference papers

M. Tang, X. Mao, S. Yang, and H. Zhu, “Policy Evaluation and Analysis of Choosing Whom to Information on Social Media”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC’14) , San Diego, USA, Oct. 5-8, 2014, pp. 45-50.

Peer-reviewed conference papers

Y. Sheng, H. Zhu, X. Zhou, and L. Feng, “Effective Approaches to Adaptive Collaboration”, The IEEE Int′l Conf. on Networking, Sensing and Control (ICNSC’14) , Miami, FL, USA, Apr. 13-16, 2014 , pp. 297-302 (The Best Student Award).

Peer-reviewed conference papers

W. Zhang, J. Zhu, D. Liu, S. Teng, and H. Zhu, “RBAC role-permission assignment with conflicting constraints based on the E-CARGO model,” The IEEE 13th Int′l Conf. on Cognitive Informatics & Cognitive Computing (ICCI*CC) , London, UK, 18-20 Aug. 2014, pp.424 – 430.

Book chapters

J. Zhou, H. Zhu, M. Ylianttila , and M. Rautiainen, ″Mobile Multimedia Cloud Computing″, K.-C. Li, Q. Li, T. K. Shih (Eds.) Cloud Computing and Digital Media: Fundamentals, Techniques, and Applications, CRC Press, Boca Raton, FL USA, 2014, pp. 1-19.

Peer-reviewed journal papers

W. Zhang, Y. Teng, X. He, S. Teng, and H. Zhu, “An Association Analysis Method with Varying Threshold and Updating Data Based on Shared Pattern-Trees,” J. of Advanced Mathematics and Applications , vol. 2, no 2, Dec. 2013, pp. 196-203.

Peer-reviewed journal papers

W. Zhang, S. Teng, H. Zhu, and D. Liu, “A Cooperative Intrusion Detection Model Based on Granular Computing and Agent Technologies,” Int’ l J. of Agent Technologies and Systems , vol. 5, no. 3, Dec. 2013, pp. 54-74.

Peer-reviewed conference papers

H. Zhu, L. Feng, and R. Pickering, “Agent Evaluation in Distributed Adaptive Systems”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (SMC’13) , Manchester, UK, Oct. 13-16, 2013, pp.752-757.

Peer-reviewed conference papers

H. Zhu, L. Feng, and R. S. Grewal , “An Efficient Approach to Solving the Agent Training Problem for a Sustainable Group”, The Summer Computer Simulation Conf. (SummerSim’13) , Toronto, Canada, July 7-10, 2013, pp. 209-216.

Peer-reviewed conference papers

H. Zhu and L. Feng, “An Efficient Approach to Group Role Assignment with Conflicting Agents”, The IEEE Int′l Conf. on Computer-Supported Cooperative Work in Design (CSCWD) , Whistler, Canada, June 27-29, 2013, pp. 145-152.

Edited proceedings

W. Shen, W. Li, J.-P. Barthes, J. Luo, H. Zhu, J. Yong, and X. Li, Proceedings of the 2013 IEEE 17th Int′l Conference on Computer Supported Cooperative Work in Design(CSCWD 2013) , June 27-29, 2013, Whistler, BC, Canada, IEEE.

Peer-reviewed journal papers

H. Zhu, M. Hou, C. Wang, and M.C. Zhou, “An Efficient Outpatient Scheduling Approach,” IEEE Trans. on Automation Science and Engineering , vol. 9, no. 4, Oct. 2012, pp. 701-709.

Peer-reviewed journal papers

L. Ferrari, and H. Zhu, “Autonomous Role Discovery for Collaborating Agents,” J. of Software: Practice and Experience (Top 10 in Programming Languages and Software Engineering) , vol. 42, no. 6, June 2012, pp. 707-731 , DOI: 10.1002/spe.1091.

Peer-reviewed journal papers

H. Zhu, M. Hou, and M.C. Zhou, “Adaptive Collaboration Based on the E-CARGO Model,” Int’ l J. of Agent Technologies and Systems, vol. 4, no.1, 2012, pp. 59-76.

Peer-reviewed journal papers

H. Zhu, M.C. Zhou, and R. Alkins, “Group Role Assignment via a Kuhn-Munkres Algorithm-based Solution,” IEEE Trans. on Systems, Man, and Cybernetics, Part A: Systems and Humans, vol. 42, no. 3, May 2012 , pp. 739-750.

Peer-reviewed journal papers

H. Zhu, and M.C. Zhou, “Efficient Role Transfer Based on Kuhn–Munkres Algorithm,” IEEE Trans. on Systems, Man, and Cybernetics, Part A: Systems and Humans, vol. 42, no.2, 2012, pp. 491 - 496 .

Peer-reviewed conference papers

H. Zhu, “Agent Training Plan for Sustainable Groups”, in Proc. of ACM/IEEE Int′l Conf. on Collaborative Technologies and Systems , Denver, CO., USA, May 21-25, 2012, pp. 322-329.

Peer-reviewed conference papers

H. Zhu, “Role Assignment for an Agent Group in Consideration of Conflicts among Agents”, In the Proc. of Canadian Conf. on Artificial Intelligence, Toronto, Canada, May 28-30, 2012, L. Kosseim and D. Inkpen (Eds.): Canadian AI 2012, LNAI vol. 7310, pp. 267–279.

Peer-reviewed journal papers

T. Dong, W.Shang, and H. Zhu, “An Improved Algorithm of Bayesian Text Categorization,” J. of Software, vol. 6, no. 9, 2011, pp. 1837-1843.

Peer-reviewed journal papers

T. Dong, W. Shang, and H. Zhu, “ Naive Bayesian Classifier Based on the Improved Feature Weighting Algorithm,” Communications of in Computer and Information Science, Part I, CCIS 152, 2011, pp. 142–147.

Peer-reviewed journal papers

H. Zhu and M. Hou, “Role-Based Human-Computer Interaction,” Int’l J. of Cognitive Informatics and Natural Intelligence , vol. 5, no. 2, 2011, pp. 37-57.

Peer-reviewed journal papers

M. Hou, H. Zhu, M. Zhou, and G. R. Arrabito, “Optimizing Operator-Agent Interaction in Intelligent Adaptive Interface Design: A Conceptual Framework,” IEEE Trans. on Systems, Man, and Cybernetics, Part C: Applications and Reviews , vol. 41, no. 2, Mar. 2011, pp. 161-178.

Peer-reviewed journal papers

L. Liu, H. Zhu, and Z. Huang, “Analysis of the Minimal Privacy Disclosure in Web Services Collaboration with Role Mechanisms,” Expert Systems with Applications , vol. 38, no. 4, Apr. 2011, pp. 4540-4549.

Peer-reviewed journal papers

L. Liu, H. Zhu, Z. Huang, and D. Xie, “Minimal Privacy Authorization in Web Services Collaboration,” Computer Standards & Interfaces , vol. 33, no. 3, March 2011, pp. 332-343.

Peer-reviewed conference papers

H. Zhu, “Collective Role Assignment and its Complexity”, The IEEE Int′l Conf. on Systems, Man and Cybernetics (ICSMC) , Anchorage, AK, USA, Oct. 2011 , pp. 1897-1902 .

Peer-reviewed conference papers

L. Liu, Z. Huang and H. Zhu, “A Privacy Access Control Framework for Web Services Collaboration with Role Mechanisms”, In Proc. of the Int′l Conf. of Advanced Research on Electronic Commerce, Web Application, and Communication ,Guangzhou, China, 2011, pp. 258-263.

Peer-reviewed conference papers

T. Dong, W. Shang and H. Zhu, “Naive Bayesian Classifier Based on the Improved Feature Weighting Algorithm”, in The Proc. of Advanced Research on Computer Science and Information Engineering, Zhengzhou, China, May 2011, Communications in Computer and Information Science , 2011, vol. 152, pp. 142-147.

Peer-reviewed conference papers

L. Ferrari, and H. Zhu, “Enabling Dynamic Roles for Agents”, in Proc. of ACM/IEEE Int′l Conf. on Collaborative Technologies and Systems , Philadelphia, PL, USA, May 23-27, 2011, pp. 500-507.

Peer-reviewed conference papers

H. Zhu, “Group Role Assignment with Conflicting Agent Constraints”, in Proc. of ACM/IEEE Int′l Conf. on Collaborative Technologies and Systems , Philadelphia, PL, USA, May 23-27, 2011, pp. 516-523.

Peer-reviewed journal papers

H. Zhu, “Role-Based Autonomic Systems,” Int’l J. of Software Science and Computational Intelligence , vol. 2, no. 3, July 2010, pp. 32-51.

Peer-reviewed journal papers

S. H. Teng, W. Zhang, H. Zhu, X. Fu, J. Su, B. Cui, “A Least-Laxity-First Scheduling Algorithm of Variable Time Slice for Periodic Tasks,” Int’l J. of Software Science and Computational Intelligence , vol. 2, no. 2, Apr. 2010, pp. 86-104.

Peer-reviewed conference papers

H. Zhu and M.C. Zhou, “Issues in Adaptive Collaboration”, in Proc. of The IEEE Int′l Conf. on Systems, Man and Cybernetics (ICSMC’10) , Istanbul, Turkey, Oct. 2010, pp. 2828-2833.

Peer-reviewed conference papers

L. Liu, Z. Huang, F. Xiao, G. Shen, and H. Zhu, “Verification of Privacy Requirements in Web Services Composition”, in Proc. of 2 nd Int′l Symposium on Data, Privacy, and E-Commerce , Los Alamitos, CA, USA, Sept. 2010, pp. 117-122.

Peer-reviewed conference papers

H. Zhu, M. Hou, and W. Shang, “Human-Computer Interaction with Roles: A Cognitive Method for Interaction”, in Proc. of the IEEE 8th Int′l Conf. on Cognitive Informatics (ICCI’10), Beijing, China, July 2010, pp. 421-429.

Peer-reviewed conference papers

W. Zhang, S. Teng, H. Zhu, H. Du, and X. Li; “Fuzzy Multi-Class Support Vector Machines for cooperative network intrusion detection”, in Proc. of the IEEE 8th Int′l Conf. on Cognitive Informatics (ICCI’10), Beijing, China, July 2010, pp. 811 – 818.

Peer-reviewed conference papers

H. Zhu, M. Hou, and M.C. Zhou, “Establishing the Foundations of Adaptive Collaboration”, in Proc. of the ACM/IEEE Int′l Symposium on Collaborative Technologies and Systems (CTS’10) , Chicago, IL, May 2010, pp. 546-554.

Peer-reviewed journal papers

H. Zhu, “Granular problem solving and its applications in software engineering,” Int’l J. of Granular Computing Rough Sets and Intelligent Systems , 2009, vol. 1, no. 2, pp.150-163.

Peer-reviewed journal papers

Li, Z., and Zhu, H., “The Implementation of Applications Integration Based on Web Service Buses,” Science Tech. and Engineering , vol. 9, no. 10, 2009, pp. 2616-2620 (In Chinese).

Peer-reviewed journal papers

Li, F., and Zhu, H., “ The Implementation of Web Applications Based on Struts + Hibernate, ” Computer Technology and Development , vol. 16, no. 4, 2009, pp. 91-94 (In Chinese).

Peer-reviewed journal papers

H. Zhu, and M. Zhou, “M–M Role-Transfer Problems and Their Solutions,” IEEE Trans. on Systems, Man, and Cybernetics, Part A: Systems and Humans , vol. 39, no. 2, Mar. 2009, pp. 448-459.

Peer-reviewed conference papers

H. Zhu, and R. Alkins, “Improvement to Rated Role Assignment Algorithms,” in Proc. of The IEEE Int′l Conf. on Systems, Man and Cybernetics (ICSMC) , San Antonio, USA, 2009, pp. 4861-4866.

Peer-reviewed conference papers

M. Hou, and H. Zhu, “Intelligent Adaptive Interface: A Design Tool for Enhancing Human-Machine System Performances”, Human Factors & Medicine Panel Symposium on Human Performance Enhancement for NATO Military Operations (Science, Technology, and Ethics), Sofia, Bulgaria, October 5-7, 2009.

Peer-reviewed conference papers

H. Zhu, and M. Hou, “Restrain Mental Workload With Roles in HCI”, in Proc. of the IEEE Toronto Int′l Conf. – Science and Technology for Humanity (TIC-STH 2009), Toronto, Canada, 2009, pp. 387-392.

Peer-reviewed conference papers

W. Shang, H. Dong, and H. Zhu, “Intelligent Decision-Making System Based on Data Mining”, In Proc. of Int′l Conf. of Computational Sciences and Optimization , 2009, Beijing, China, pp. 360-364.

Peer-reviewed conference papers

B. Yu, B. Xu, Y. Ling, and H. Zhu, “Equipment conflict checking and removal for innovation talent development in IT undergraduate education via E-CARGO collaborative model,” in Proc. of the 4th Int′l Conf. on Computer Science & Education (ICCSE'09), Nanning, China, 25-28 July 2009, pp.1669-1672.

Peer-reviewed conference papers

H. Zhu, and M. Grenier, “Agent Evaluation for Role Assignment,” in Proc. of the IEEE 8th Int′l Conf. on Cognitive Informatics (ICCI’09), Hong Kong, China, 2009, pp.405-411.

Peer-reviewed conference papers

H. Zhu, and R. Alkins, “Group Role Assignment,” in Proc. of the ACM/IEEE Int′l Symposium on Collaborative Technologies and Systems (CTS’09) , Baltimore, MD, 2009, pp.431-439.

Peer-reviewed conference papers

L. Liu, Z. Huang, and H. Zhu, “Role-Based Consistency Verification for Privacy-Aware Web Services,” in Proc. of the ACM/IEEE Int′l Symposium on Collaborative Technologies and Systems (CTS’09) , Baltimore, MD, 2009, pp. 423-430.

Peer-reviewed conference papers

L. Ferrari, and H. Zhu, “Making Agent Roles Perceivable Through Proxy Bytecode Manipulation,” in Proc. of the ACM/IEEE Int′l Symposium on Collaborative Technologies and Systems (CTS’09) , Baltimore, MD, 2009, pp. 408-416 ( Best Paper Nomination ).

Peer-reviewed journal papers

H. Zhu, and M. Zhou, “Roles in Information Systems: A Survey,” IEEE Trans. on Systems, Man, and Cybernetics, Part C: Applications and Reviews , vol. 38, no. 3, May 2008, pp. 377-396.

Peer-reviewed journal papers

H. Zhu, and M. Zhou, “New Java Mechanism for Role-Based Information System Development,” Int’l J. of Intelligent Control and Systems , vol. 13, no. 2, 2008, pp. 97-108.

Peer-reviewed journal papers

H. Zhu, and M. Zhou, “Role Transfer Problems and Algorithms,” IEEE Trans. on Systems, Man, and Cybernetics, Part A: Systems and Humans , vol. 38, no. 6, Nov. 2008, pp. 1442-1450.

Peer-reviewed journal papers

H. Zhu, R. Alkins, and M. Grenier, “Role-Based Chatting,” J. of Software , vol. 3, no. 6, pp. 69-78, 2008.

Peer-reviewed conference papers

H. Zhu, M. Grenier, R. Alkins , J. Lacarte, and J. Hoskins, “A Visualized Tool for Role Transfer,” in Proc. of The IEEE Int′l Conf. on Systems, Man and Cybernetics (ICSMC) , Singapore, 2008, pp. 2225-2230.

Peer-reviewed conference papers

W. Shang, H. Dong, H. Zhu, and Y. Wang, “A Novel Feature Weight Algorithm for Text Categorization,” in Proc. of the Int′l Conf. of Natural Language Processing and Knowledge Engineering , Beijing, China, 2008, pp. 1-7.

Peer-reviewed conference papers

H. Zhu, “Granular Problem Solving and Software Engineering,” in Proc. of The IEEE Int′l Conf. on Granular Computing , Hangzhou, China, 2008, pp. 859-864.

Peer-reviewed conference papers

H. Zhu, “Role-Based Systems are Autonomic,” in Proc. of The 7th IEEE Int′l Conf. on Cognitive Informatics , Stanford, CA, USA, 2008, pp. 144-152.

Peer-reviewed conference papers

H. Zhu, “Fundamental Issues in the Design of a Role Engine,” in Proc. of The 9 th Int′l Symposium on Collaborative Technologies and Systems (CTS 2008) , Irvine, California, 2008, pp. 399-407.

Peer-reviewed conference papers

W. Zhang, S. Teng, X. Fu, and H. Zhu, “Roles in Learning Systems,” in Proc. of the The IEEE Int′l Conf. on Systems, Man and Cybernetics (ICSMC) , Singapore, 2008, pp. 2213-2218.

Book chapters

H. Zhu and M. Zhou, ″Role-Based Multi-Agent Systems″, R. A. Gonzalez, N. Chen and A. Dahanayake (Eds.), Personalized Information Retrieval and Access: Concept, Methods and Practices , IDEA GROUP INC., Hershey, PA, USA, 2008, pp. 254-285.

Copyrighted software

H. Zhu (Owner), Visualization Tool for Role Transfer, Canadian Intellectual Property Office, 1063784, Dec. 18, 2008.

Peer-reviewed journal papers

H. Zhu, “Role as Dynamics of Agents in Multi-Agent Systems,” System and Informatics Science Notes , vol. 1, no. 2, 2007, pp. 165-171.

Peer-reviewed journal papers

W. Shang, H. Huang, H. Zhu, Y. Lin, Y. Qu, and Z. Wang, “A Novel Feature Selection Algorithm for Text Categorization,” Expert Systems with Applications , vol. 33, no. 1, 2007, pp. 1-5.

Peer-reviewed journal papers

L. Liu, H. Zhu, and W. Shang, “A Role-Based Research on Dynamic Agent Service Coordination Mechanisms,” J. of System Simulation (In Chinese) , vol. 9, no. 1, 2007, pp. 38-43+47.

Peer-reviewed conference papers

H. Zhu, and R. Alkins, “A Tool for Role-Based Chatting,” in Proc. of The IEEE Int′l Conf. on Systems, Man and Cybernetics , Montreal, Canada, 2007, pp. 3795-3800.

Peer-reviewed conference papers

H. Zhu, “Improving Object-Oriented Analysis with Roles,” in Proc. of The 6th IEEE Int′l Conf. on Cognitive Informatics , Lake Tahoe, CA, 2007, pp. 430-439.

Peer-reviewed conference papers

H. Zhu, “Roles Versus Classes,” in Proc. of The Int′l Conf. on Software Engineering Theory and Practice, Orlando, FL, 2007, pp. 89-95.

Peer-reviewed conference papers

W. Zhang, S. Teng, Z. Zhu, X. Fu, and H. Zhu, “An Improved Least-Laxity-First Algorithm of Variable Time Slice for Periodic Tasks,” in Proc. of The 6th IEEE Int′l Conf. on Cognitive Informatics , Lake Tahoe, CA, 2007, pp. 548-553.

Peer-reviewed conference papers

D. Sun, S. Teng, W. Zhang, and H. Zhu, “An Algorithm to Improve the Effectiveness of Apriori,” in Proc. of The 6th IEEE Int′l Conf. on Cognitive Informatics , Lake Tahoe, CA, 2007, pp. 385-390.

Edited journal issues

H. Zhu (Guest Editor), Special Issue on Distributed Intelligent Systems, J. of Intelligent Control and Systems , vol. 12, no. 2, 2007.

Peer-reviewed journal papers

W. Shang, Y. Qu, H. Huang, and H. Zhu, “A Fuzzy kNN Text Classifier Based on Gini Index,” J. of Guangxi Normal Univ. (Natural Sci. Ed., In Chinese) , vol. 24, no. 4, 2006, pp. 87-90.

Peer-reviewed journal papers

L. Liu, and H. Zhu, “Role and Transition Mechanisms in Collaborative Systems,” Computer Engineering (In Chinese) , vol. 32, no. 19, 2006, pp. 103-104+107.

Peer-reviewed journal papers

F. Li, and H. Zhu, “One of the Essential Techniques for Web Services -- SOAP,” Science Technology and Engineering (In Chinese) , vol. 6, no. 15, 2006, pp. 2374-2377+2385.

Peer-reviewed journal papers

H. Zhu, and M. Zhou, “Supporting Software Development with Roles,” IEEE Trans. on Systems, Man, and Cybernetics, Part A: Systems and Humans , vol. 36, no. 6, 2006, pp. 1110-1123.

Peer-reviewed journal papers

H. Zhu, and M. Zhou, “Role-Based Collaboration and its Kernel Mechanisms,” IEEE Trans. on Systems, Man, and Cybernetics, Part C: Applications and Reviews , vol. 36, no. 4, July. 2006, pp. 578-589.

Peer-reviewed journal papers

H. Zhu, “The Role Mechanism in Collaborative Systems,” Int’l J. of Production Research , vol. 44, no. 1, 2006, pp. 181-193.

Peer-reviewed journal papers

L. Liu, and H. Zhu, “Role and Transition Mechanisms in Collaborative Systems,” Computer Engineering (In Chinese) , vol. 32, no. 19, 2006, pp. 103-105.

Peer-reviewed conference papers

H. Zhu, and M. C. Zhou, “The Role Transferability in Emergency Management Systems,” in Proc. of The 3rd Int′l Conf. on Information Systems for Crisis Response and Management , Newark, NJ, 2006, pp. 487-496.

Peer-reviewed conference papers

H. Zhu, “A Role-Based Approach to Robot Agent Team Design,” in Proc. of The IEEE Int′l Conf. on Systems, Man and Cybernetics , Taipei, Taiwan, 2006, pp. 4861-4866.

Peer-reviewed conference papers

H. Zhu, “Separating Design from Implementations: Role-Based Software Development,” in Proc. of The 5th IEEE Int′l Conf. on Cognitive Informatics , Beijing, China, 2006, pp. 141-148.

Peer-reviewed conference papers

H. Zhu, “Introduction to the Special Session on Role-Based Collaboration,” in Proc. of The 3rd IEEE Int′l Workshop on Distributed Intelligent Systems , Prague, Czech, 2006, pp. 335-336.

Peer-reviewed conference papers

H. Zhu, “A Role-Based Architecture for Intelligent Agent Systems,” in Proc. of The 3rd IEEE Int′l Workshop on Distributed Intelligent Systems , Prague, Czech, 2006, pp. 354-359.

Peer-reviewed conference papers

W. Shang, Y. Qu, H. Zhu, H. Huang, Y. Lin, and H. Dong, “An Adaptive Fuzzy kNN Text Classifier Based on Gini Index Weight,” in Proc. of the 11th IEEE Symposium on Computers and Communications , Cagliari, Sardinia, Italy, 2006, pp. 448 - 453.

Peer-reviewed conference papers

W. Shang, H. Zhu, and Z. Huang, “The Improved ontology kNN Algorithm and its Application,” in Proc. of the IEEE Int′l Conf. on Networking, Sensing and Control , Ft. Lauderdale, FL, 2006, pp. 198-203.

Peer-reviewed conference papers

J. Ma, H. Zhu, and W. Shang, “The Construction Approach of Regular Expressions from Finite Automata including Multi-Node Loops,” in Proc. of The 5th IEEE Int′l Conf. on Cognitive Informatics , Beijing, China, 2006, pp. 771-776.

Peer-reviewed conference papers

L. Liu, and H. Zhu, “Implementing Agent Evolution with Roles in Collaborative Systems,” in Proc. of The IEEE Int′l Conf. on Networking, Sensing and Control , Ft. Lauderdale, FL, 2006.

Peer-reviewed conference papers

H. Zhu and R. Alkins, “Towards Role-Based Programming”, Workshop on Role-Based Collaboration, The Int′l ACM Conf. on Computer-Supported Cooperative Work (CSCW’06) , Banff, AB, CANADA, Source , 2006 .

Peer-reviewed conference papers

P. Seguin, and H. Zhu, “Implementing a Tool for Role-Based Collaboration”, Proc. of the Canadian Conf. of Electrical and Computer Engineering(CCECE’06) , Ottawa, Canada, May 2006, pp. 2428-2431.

Edited journal issues

H. Zhu (Guest Editor), Special Issue on Emergency Management Systems, J. of Intelligent Control and Systems , vol. 11, no. 4, 2006.

Edited journal issues

G. Cabri , H. Zhu, and J. Yang (Guest Co-Editors), Special Issue on Collaboration Support Systems, IEEE Trans. on Systems, Man, and Cybernetics, Part A: Systems and Humans , vol. 36, no. 6, 2006.

Edited journal issues

H. Zhu (Guest Associate Editor), Special Issue on Computer and Information Technology, Int′l J. of Pervasive Computing and Communications , 2006.

Peer-reviewed journal papers

H. Zhu, “Conflict Resolution with Roles in a Collaborative System,” Int’l J. of Intelligent Control and Systems , vol. 10, no. 1, 2005, pp. 11-20.

Peer-reviewed journal papers

L. Liu, H. Zhu, and C. Jiang, “A Role-Based Collaborative Software Development Framework,” Scientific Technology and Engineering (In Chinese) , vol. 5, no. 17, 2005, pp. 1300-1305.

Peer-reviewed conference papers

H. Zhu, “Encourage Participants’ Contributions by Roles,” in Proc. of The IEEE Int′l Conf. on Systems, Man and Cybernetics , Big Island, Hawaii, 2005, pp. 1574-1579.

Peer-reviewed conference papers

H. Zhu, “Building Reusable Components with Service-Oriented Architectures,” in Proc. of The IEEE Int′l Conf. on Information Reuse and Integration (IEEE IRI-2005) , Las Vegas, Nevada, 2005, pp. 96-101.

Peer-reviewed conference papers

H. Zhu, “From OOP to SOP: What Improved?,” in Proc. of The IEEE Int′l Conf. on Service Operations and Logistics, and Informatics , Beijing, China, 2005, pp. 956-961.

Peer-reviewed conference papers

H. Zhu, “Challenges to Reusable Services,” in Proc. of The IEEE Int′l Conf. on Services Computing (SCC 2005) , Orlando, Florida, 2005, pp. 243-244.

Peer-reviewed conference papers

H. Zhu and P. Seguin, “The Role Transition Mechanisms in Role-Based Collaborative Systems”, in Proc. of IEEE Canada Conf. on Electrical and Computer Engineering (CCECE’05) , Saskatoon, Canada, May, 2005, pp. 1305-1308.

Peer-reviewed conference papers

B. Xu, M. Yang, H. Liang, and H. Zhu, “Maximizing Customer Satisfaction in Maintenance of Software Product Family,” in Proc. of IEEE Canada Conf. on Electrical and Computer Engineering (CCECE’05) , Saskatoon, Canada, May, 2005, pp. 1262-1265.

Peer-reviewed conference papers

H. Zhu and Pierre Seguin, “The Implementation of Role Specification Mechanisms,” in Proc. of IEEE Canada Conf. on Electrical and Computer Engineering (CCECE’04) , Niagara Fall, Canada, May, 2004, pp. 1329-1332.

Peer-reviewed conference papers

H. Zhu, “The Role Mechanism in Collaborative Systems,” in Proc. of The 11th Int′l Society of Production Enhancement (ISPE) Int′l Conf. on Concurrent Engineering (ISPE/CE2004) , Beijing, China, 2004, pp. 455-461 ( Best Paper Award ).

Peer-reviewed conference papers

H. Zhu, “Introduce Roles into Eclipse”, Workshop on Eclipse as a Collaborative Tool, The Int′l ACM Conf. on Computer-Supported Cooperative Work (CSCW’04) , Nov. 6-10, 2004, Chicago, IL, USA, Source

Peer-reviewed conference papers

H. Zhu, “From WYSIWIS to WYSINWIS: Role-Based Collaboration”, Proceedings of the IEEE Int′l Conf. on Systems, Man, and Cybernetics (ICSMC’04 ), The Hague, Netherlands, Oct. 10-13, 2004, pp. 5441-5446.

Peer-reviewed conference papers

H. Zhu, “Some Important Factors in Teaching Software Engineering Courses”, Proceedings of the 2004 Canadian Conf. on Computer and Software Engineering Education (C3SEE’04) , University of Calgary, Calgary, Alberta, Canada, March 29-30, 2004, pp. 43-52.

Peer-reviewed conference papers

W. Shang, H. Zhu and H. Huang, “WebCom Miner----A System of Trends Analysis for Company Products”, Proceedings of the Int′l Conf. on Systems, Man and Cybernetics (SMC’04) , Hugue, Oct. 2004, pp. 4084-4088.

Peer-reviewed journal papers

H. Zhu, “The Role Analysis and Transitions in a Collaborative System,” Int’l J. of Intelligent Control and Systems , vol. 8, no. 1, 2003, pp. 1-7.

Peer-reviewed conference papers

H. Zhu, and M. C. Zhou, “Methodology First and Language Second: A Way to Teach Object-Oriented Programming,” in Proc. of The 2003 Educator’s Symposium on Object-Oriented Programming, Systems, Languages and Applications (OOPSLA’03) , Anahiem, CA, 2003, pp. 140-147.

Peer-reviewed conference papers

H. Zhu, “A Role-Based Conflict Resolution Method in a Collaborative System”, Proceedings of IEEE Int′l Conf. on Systems, Man, and Cybernetics (ICSMC’03) , Washington D.C, USA, Oct. 2003, pp. 4135-4140.

Peer-reviewed conference papers

H. Zhu, “A Role Agent Model for Collaborative Systems,” in Proc. of The 2003 Int′l Conf. on Information and Knowledge Engineering (IKE’03) , Las Vegas, Nevada, 2003, pp. 438-444.

Peer-reviewed conference papers

H. Zhu, “Some Issues in Role-Based Collaboration”, in Proc. of IEEE Canada Conf. on Electrical and Computer Engineering (CCECE’03) , vol. 2, Montreal, Canada, May 2003, pp. 687-690.

Peer-reviewed conference papers

H. Zhu, and M. C. Zhou, “Formalizing the Design of a Collaborative System”, Proceedings of IEEE Int′l Conf. on Systems, Man, and Cybernetics (ICSMC’02) , Tunisia, Oct. 2002, pp. 409-414.

Peer-reviewed conference papers

H. Zhu, M. Turoff, and Z. Li, “An Object Model for Collaborative Systems and a Toolkit to Support Collaborative Activities,” in Proc. of The 2000 Americas Conf. on Information Systems (AMCIS'00) , Long Beach, 2000, pp. 591-595.

Peer-reviewed journal papers

H. Zhu, C. Zhang, and K. Dai, “Enforce the Construction of Course Series and Improve Teaching Qualities,” Research in High Education of Engineering , vol. 12, no. 1, 1999, pp. 45-48.

Peer-reviewed journal papers

Z. Wang, C. Zhang, and H. Zhu, “Produce High Quality Students with Innovations in Teaching Systems,” Research in High Education of Engineering (In Chinese) , vol. 12, no. 2, 1999, pp. 69-72.

Peer-reviewed journal papers

H. Song, H. Zhu, and W. Shang, “A New Scheduling Method for Real-Time Tasks on a Multi-processor Computer,” Computer Application Research (In Chinese) , vol. 6, no. 4, 1999.

Peer-reviewed journal papers

H. Song, and H. Zhu, “Autonomous Objects: their Ideas and Practices,” Computer Engineering (In Chinese) , vol. 12, no. 5, 1999.

Peer-reviewed journal papers

H. Song, W. Shang, and H. Zhu, “The Research and Implementation of a Distributed System based on Autonomous Objects,” Computer Engineering (In Chinese) , vol. 25, no. 9, 1999, pp. 13-15.

Peer-reviewed journal papers

K. Wang, and H. Zhu, “The Research and Implementation of the Group-Aware Technology in a Multimedia Co-Authoring System,” Computer Engineering and Science (In Chinese) , vol. 20, no. 2, 1998, pp. 56-60.

Peer-reviewed journal papers

G. Luo, and H. Zhu, “Object-Oriented Software Development Platform: The Reuse of Class,” J. of Computer Application Research (In Chinese) , vol. 5, no. 2, 1998.

Peer-reviewed journal papers

Z. Liu, and H. Zhu, “A Hypermedia Management Component based on OLE/COM,” Computer Application (In Chinese) , vol. 5, no. 2, 1998.

Peer-reviewed journal papers

H. Zhu, P. Wang, and S. Hu, “A Multimedia Co-authoring System Object Model AMWD/RSEI,” Chinese J. of Computer (In Chinese) , vol. 20, no. Suppl, 1997.

Peer-reviewed journal papers

H. Zhu, P. Wang, and S. Hu, “The Design of a Multimedia Co-authoring System based on the Client/Server Architecture,” ACTA Electronica Sinica (In Chinese) , vol. 25, no. 5, 1997, pp. 44-48.

Peer-reviewed journal papers

H. Zhu, P. Wang, and Q. Shen, “An Object-Oriented Multimedia Development Tool Kit YH-MMDT,” J. of Computer Research and Development (In Chinese) , vol. 33, no. 11, 1996, pp. 834-841.

Peer-reviewed journal papers

H. Zhu, P. Wang, and S. Hu, “An Object-Oriented Model for Management for Multimedia Works,” J. of Software (In Chinese) , vol. 7, no. Supp., 1996, pp. 147-155.

Peer-reviewed journal papers

P. Wang, H. Zhu, and Q. Shen., “Multimedia Conf. and Co-authoring System MCCS,” Chinese J. of Image and Graphics (In Chinese) , vol. 1, no. 5&6, 1996.

Peer-reviewed journal papers

K. Wang, P. Wang, and H. Zhu, “The Issues in Extending Individual Multimedia Authoring to Cooperative Multimedia Authoring,” Chinese J. of Computer (In Chinese) , vol. 19, no. 12, 1996, pp. 887-894.

Peer-reviewed conference papers

K. Wang, and H. Zhu, “The Design of A Multimedia Co-authoring System,” in Proc. of The 1995 Int′l Conf. on CAD and CG , Wuhan, China, 1995.

Peer-reviewed conference papers

H. Zhu, P. Wang, and S. Hu, “Managing Hypermedia Works with Object-Oriented Technology,” in Proc. of The 1995 Int′l Conf. for Young Computer Scientists (ICYCS'95) , Beijing, China, 1995.

Peer-reviewed conference papers

H. Zhu, P. Wang, and S. Hu, “CoWNCH: An Object-Oriented Model for Computer Supported Hypermedia Co-Authoring,” in Proc. of The 7th European Simulation Symposium (ESS'95) , Erlangen-Nuremberg, Germany, 1995.

Peer-reviewed conference papers

K. Wang, H. Zhu, and P. Wang, “Extending Hypermedia Authoring Tools to Collaborative Authoring System,” in Proc. of The 1995 Int′l Conf. for Young Computer Scientists (ICYCS'95) , Beijing, China, 1995.

Peer-reviewed journal papers

P. Wang, C. Zhang, P. Zou, H. Gao, and H. Zhu., “GALAXY Intelligent Tool Machine System,” High Technology Letters (In Chinese) , vol. 4, no. 1, 1994.

Peer-reviewed conference papers

H. Zhu, and S. Hu, “The Chicken-and-Egg Problem in the Object-Oriented Technology,” in Proc. of The 1994 Kunming Int′l CASE Symposium (KICS'94) , Kunming, China, 1994.

Peer-reviewed conference papers

P. Wang, and H. Zhu, “DMIMS: A distributed Multimedia Information Management System Based on the Client/Server Model,” in Proc. of The ISMM Intl. Conf. on Distributed Multimedia System and Applications , Honolulu, Hawaii, 1994.

Peer-reviewed journal papers

H. Zhu, “Describe Object Oriented Systems with Directed Graphs,” Computer Applications and Software (In Chinese) , vol. 13, no. 4, 1993, pp. 15-23.

Peer-reviewed journal papers

H. Zhu, “On the Combination of Object-Oriented and Logic Systems,” J. of Software (In Chinese) , vol. 3, no. 4, 1992, pp. 45-50.

Peer-reviewed journal papers

H. Chen, H. Zhu, X. Xu, Z. Peng, and J. Xiao, “An Object-Oriented Development System GWOOSE ,” J. of Computer Research and Development (In Chinese) , vol. 29, no. 2, 1992, pp. 35-42.

Peer-reviewed journal papers

H. Zhu, and S. Hu, “Several Problems in Object-Oriented Computing and Research,” Computer Engineering (In Chinese), vol. 16, no. 5, 1991, pp. 6-11.

Peer-reviewed journal papers

H. Zhu, “The Problems of Object-Oriented Computer Systems,” J. of NUDT (In Chinese) , vol. 13, no. 2, 1991, pp. 113-118.

Peer-reviewed conference papers

H. Zhu, “An Abstract Machine for an Object-Oriented System,” 2nd IES (Institute of Engineering Singapore) Conf. on Information Technology , Singapore, May 1991.

Peer-reviewed journal papers

H. Zhu, and Y. Hu, “The Research of Object-Oriented Methodology,” Computer Science (In Chinese) , vol. 8, no. 5, 1990, pp. 1-8.

Peer-reviewed journal papers

H. Zhu, and H. Chen, “Composing Software Components Based on the Mechanisms of Smalltalk,” Computer Science (In Chinese) , vol. 8, no. 3, 1990, pp. 19-23.

Peer-reviewed journal papers

P. Wang, C. Zhang, and H. Zhu, “Performance Analysis of an Intelligent Machine,” J. of NUDT (In Chinese) , vol. 12, no. 4, 1990, pp. 61-70.

Peer-reviewed journal papers

H. Zhu, R. Qi, and H. Chen, “The implementation of the Smalltalk-80 Virtual Machine on VAX/VMS,” Mini-Micro Computer Systems (In Chinese) , vol. 10, no. 10, 1989, pp. 32-41.

Peer-reviewed journal papers

H. Zhu, “Object-Oriented Programming Based on Smalltalk,” Mini and Micro Computer System Development and Applications (In Chinese) , vol. 1, no. 6, 1989, pp. 26-31.

Peer-reviewed journal papers

H. Ma, M. Xie, Z. Jiang, Z. Huang, and H. Zhu, "Improving Road Trip Attraction Recommendations by Resolving Conflicting Preferences: A Knowledge-Enhanced Non-compensatory Group Decision Approach,"

Peer-reviewed journal papers

Q. Zhang, X. Yang, Y. Man, X. Guo, S. Qin, H. Zhu, L. Qi, and B. Hu, "Optimizing Robotic Disassembly-Assembly Line Balancing with Directional Switching Time via an Improved Q(λ) Algorithm in IoT-Enabled Smart Manufacturing," Electronics, vol. 14, no. 17, p. 3499.

Peer-reviewed journal papers

X. Mao, M. Dong, and H. Zhu, “A Two-Layer Approach to Developing Self-Adaptive Multi-Agent Systems in

Peer-reviewed conference papers

E. Wells and H. Zhu, “ Performing Agent Evaluation through ML and Agent Documentation using the ECARGO

Peer-reviewed conference papers

H. Zhu and B. Verzijlenberg , “An Eclipse Plug-in for Role-Based Collaboration”, Workshop on Role-Based Collaboration, The Int′l ACM Conf. on Computer-Supported Cooperative Work (CSCW’06) , Banff, AB, Canada, Source .

Book chapters

M. Hou, H. Zhu, M.C. Zhou and G. R. Arrabito ″Advances and Challenges in Intelligent adaptive interface