Dr. Fenghui Ren
VC's Postdoctoral Fellow • School of Computer Science and Software Engineering • University of Wollongong

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Scholarly Book Chapters

[55] Dien Tuan Le, Minjie Zhang and Fenghui Ren, A Relaxation Strategy with Fuzzy Constraints for Supplier Selection in a Power Market. In Smart Modelling and Simulation for Complex Systems: Practice and Theory, Studies in Computational Intelligence, Springer, pp. 83-97, 2015. (download)

[54] Fenghu Ren, Minjie Zhang and Quan Bai, A Dynamic, Optimal Approach for Multi-Issue Negotiation Under Time Constraints. in Novel Insights in Agent-based Complex Automated Negotiation, Studies in Computational Intelligence, Vol. 535, pp. 85-108, 2014. (download)

[53] Chao Yu, Fenghui Ren, Minjie Zhang, An Adaptive Bilateral Negotiation Model Based on Bayesian Learning. In Complex Automated Negotiations: Theories, Models, and Software Competitions, Studies in Computational Intelligence, Ito, Zhang, Robu, Matsuo (Eds.), Springer, Vol. 435, pp. 75-93, 2013, in press. (The Best Student Paper Award, ERA Conference Ranking: AAMAS = A*) (download)

[52] John Fulcher, Minjie Zhang, Quan Bai and Fenghui Ren, Discovery of Communications Patterns by the Use of Intelligent Reasoning. In Handbook of Reasoning-Based Intelligent Systems, K. Nakamatsu and L.Jain (Eds.), World Scientific, pp. 433-462, 2013. (download)

[51] Fenghui Ren, Minjie Zhang and John Fulcher, Bilateral Single-Issue Negotiation Model Considering Nonlinear Utility and Time Constraint. In New Trends in Agent-Based Complex Automated Negotiations, Studies in Computational Intelligence, Ito, Zhang, Robu, Fatima and Matsuo (Eds.), Springer, Vol. 383, pp. 21-38, 2012. (download)

[50] Fenghui Ren and Minjie Zhang, Chapter 2: Desire-Based Negotiation in Electronic Marketplaces. In Innovations in Agent-Based Complex Automated Negotiations, Studies in Computational Intelligence, Ito, Zhang, Robu, Fatima and Matsuo (Eds.), Springer, Vol. 319, pp. 27-47, 2010. (download)

[49] Minjie Zhang, Quan Bai, Fenghui Ren and John Fulcher, Collaborative Agents for Complex Problem Solving. In Computational Intelligence: Collaboration, Fusion and Emergence, Intelligent Systems Reference Library, Mumford and Jain (Eds.), Springer, Part IV: Multi-agent Systems, Vol. 1, pp. 361-399, 2009. (download)

[48] Quan Bai, Fenhui Ren, Minjie Zhang and John Fulcher, Chapter 8: CPN-Based State Analysis and Prediction for Multi-agent Scheduling and Planning. In Advances in Agent-Based Complex Automated Negotiations, Studies in Computational Intelligence, Ito, Zhang, Robu, Fatima and Matsuo (Eds.), Springer, Vol. 233, pp. 161-176, 2009. (download)

[47] Fenhui Ren and Minjie Zhang, The Prediction of Partners’ Behaviors in Self-Interested Agents. In Advances in Agent-Based Complex Automated Negotiations, Studies in Computational Intelligence, Ito, Zhang, Robu, Fatima and Matsuo (Eds.), Springer, Vol. 233, pp. 1-20, 2009. (download)

[46] Fenghui Ren and Minjie Zhang, The Prediction of Partners’ Behaviours in Self-Interested Agents. In Electronic Commerce: Theory and Practice, Studies in Computational Intelligence, Springer, Yokoo, Ito, Zhang, Lee and Matsuo (Eds.), Springer, Vol. 110, pp. 157-170, 2008. (download)

Refereed Journal Articles

[45] Jihang Zhang, Fenghui Ren and Minjie Zhang, Bayesian-based Preference Prediction in Bilateral Multi-issue Negotiation between Intelligent Agents. Knowledge Based Systems, DOI:10.1016/j.knosys.2015.04.006, 2015. (download)

[44] Chao Yu, Minjie Zhang, Fenghui Ren and Guozhen Tan, Multiagent Learning of Coordination in Loosely Coupled Multiagent Systems. IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2014.2387277, 2015. (download)

[43] Chao Yu, Minjie Zhang, Fenghui Ren and Guozhen Tan, Emotional Multiagent Reinforcement Learning in Spatial Social Dilemmas. IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2015.2403394, 2015. (download)

[42] Fenghui Ren and Minjie Zhang, A Singe Issue Negotiation Model for Agents Bargaining in Dynamic Electronic Markets, Decision Support Systems, Elsevier, Vol. 60, pp. 55-67, 2014. (download)

[41] Fenghui Ren and Minjie Zhang, Bilateral Single-Issue Negotiation Model Considering Nonlinear Utility and Time Constraint, Decision Support Systems, Elsevier, Vol. 60, pp. 29-38, 2014. (download)

[40] Chao Yu, Minjie Zhang and Fenghui Ren, Collective Learning for the Emergence of Social Norms in Networked Multiagent Systems. IEEE Transactions on Cybernetics, Vol. 44, No. 12, pp. 2342-2355, December 2014. (download)

[39] Fenghui Ren, Minjie Zhang, and Danny Sutanto, A Multiagent Solution to Distribution System Management by Considering Distributed Generator, IEEE Transactions on Power Systems, Vol. 28, No. 2, pp. 1442-1451, 2013. (This journal is ranked ”A*” in 2010 ERA list, Impact Factor: 2.678 (in 2011)) (download)

[38] Fenghui Ren and Minjie Zhang, A Singe Issue Negotiation Model for Agents Bargaining in Dynamic Electronic Markets, Decision Support Systems, Elsevier, DOI: 10.1016/j.dss.2013.05.020, 2013. (This journal is ranked ”A*” in 2010 ERA list, Impact Factor 2.331: (in 2011))(download)

[37] Fenghui Ren, Minjie Zhang and Danny Sutanto, Conceptual Design of A Multi-Agent System for Interconnected Power Systems Restoration, IEEE Transactions on Power Systems, Vol.27, No. 2, pp. 732-740, 2012. (This journal is ranked ”A*” in 2010 ERA list, Impact Factor: 2.678 (in 2011)) (download)

[36] Fenghui Ren and Minjie Zhang, Bilateral Single-Issue Negotiation Model Considering Nonlinear Utility and Time Constraint, Decision Support Systems, Elsevier, DOI: 10.1016/j.dss.2013.05.018, 2013. (This journal is ranked ”A*” in 2010 ERA list, Impact Factor 2.331: (in 2011))(download)

[35] Chao Yu, Minjie Zhang and Fenghui Ren, Coordinated Learning by Exploiting Sparse Interactions in Multiagent Systems, Concurrency and Computation: Practice and Experience, Wiley, DOI: 10.1002/cpe.2947, 2012. (This journal is ranked ”A” in 2010 ERA list, Impact Factor: 0.636 (in 2011)) (download)

[34] Fenghui Ren, Minjie Zhang and Danny Sutanto, Agent-Based Demand Management in A Power Distribution Network by Considering Distributed Generations, Lecture Notes in Computer Science, Vol. 7580/2012, pp. 109-121, 2012. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011)) (download)

[33] Fenghui Ren, Minjie Zhang and John Fulcher, Expectation on Behaviour of Trading Agent in Negotiation in Electronic Marketplace, Web Intelligence and Agent Systems: An International Journal, Vol.10, No.1, pp.49-63, 2012. (This journal is ranked ”C” in 2010 ERA list, Impact Factor: 0.04 (in 2011)) (download)

[32] Dien Tuan Le, Fenghui Ren and Minjie Zhang, A Regression-Based Approach for Improving the Association Rule Mining through Predicting the Number of Rules on General Datasets, Lecture Notes in Computer Science, Vol. 7458/2012, pp. 229-240, 2012. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011))  (download)

[31] Chao Yu, Minjie Zhang and Fenghui Ren, Exploiting Independent Relationships in Multiagent Systems for Coordinated Learning, Lecture Notes in Computer Science, Vol. 7458/2012, pp. 686-697, 2012. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011))  (download)

[30] Fenghui Ren, John Fulcher, Minjie Zhang and Quan Bai, Knowledge Discovery in Unclean Data Sets Using Vector Clustering and Regression Analysis, Australian Journal of Intelligent Information Processing Systems, accepted in Oct., 2012. (This journal is ranked ”B” in 2010 ERA list) (download)

[29] Fenghui Ren, Minjie Zhang, Xudong Luo and Danny Sutanto A Parallel, Multi-Issue Negotiation Model in Dynamic E-Markets, Lecture Notes in Computer Science, Vol. 7106/2011, pp. 442-451, 2011. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011))  (download)

[28] Chao Yu, Minjie Zhang, Fenghui Ren, Coordinated Learning for Loosely Coupled Agents with Sparse Interactions, Lecture Notes in Computer Science, Vol. 7106/2011, pp. 392-401, 2011. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011))  (download)

[27] Quan Bai, Fenghui Ren, Minjie Zhang and John Fulcher, Using Colored Petri Nets to Predict Future States in Agent-Based Scheduling and Planning Systems, Multiagent and Grid Systems, Vol. 6, No. 5, pp. 527-542, 2010. (This journal is ranked ”B” in 2010 ERA list) (download)

[26] Fenghui Ren, Minjie Zhang, Chunyan Miao and Zhiqi Shen, Optimization of Multiple Related Negotiation through Multi-Negotiation Network, Knowledge Science, Engineering and Management, Lecture Notes in Computer Science, Vol. 6291/2010, pp. 174-185, 2010. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011)) (download)

[25] Fenghui Ren, Minjie Zhang and Jun Yan, An Extended Dual Concern Model for Partner Selection in Multi-Agent Systems, Systemic and Informatics World Network, Vol. 11, pp. 1-9, 2010. (download)

[24] Fenghui Ren, Minjie Zhang and Kwang Mong Sim, Adaptive Conceding Strategies for Automated Trading Agents in Dynamic, Open Markets, Decision Support Systems, Elsevier, Vol. 46, No. 3, pp. 704-716, 2009. (This journal is ranked ”A*” in 2010 ERA list, Impact Factor 2.331: (in 2011)) (download)

[23] Fenghui Ren, Minjie Zhang, Chunyan Miao and Zhiqi Shen, A Market-based Multi-issue Negotiation Model Considering Multiple Preference in Dynamic E-marketplaces, Principles of Practice in Multi-Agent Systems, Lecture Notes in Computer Science, Vol. 5925/2009, pp. 1-16, 2009. (The Best Student Paper Award). (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011)) (download)

[22] Fenghui Ren and Minjie Zhang, Optimal Multi-Issue Negotiation in Open and Dynamic Environments, Lecture Notes in Computer Science, Vol. 5351/2008, pp. 321-332, 2008. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011)) (download)

[21] Fenghui Ren and Minjie Zhang, Prediction of Partners Behaviours in Agent Negotiation under Open and Dynamic Environments, International Transactions on Systems Science and Applications, Vol. 4, No 4, pp. 295-304, 2008. (download)

[20] Fenghui Ren and Minjie Zhang, Partners Selection in Multi-Agent Systems by Using Linear and Nonlinear Approaches, Lecture Notes in Computer Science, Vol. 4750/2008, pp. 37-60, 2008. (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011)) (download)

[19] Fenghui Ren and Minjie Zhang, Prediction Partners' Behaviours in Negotiation by Using Regression Analysis, Lecture Notes in Computer Science, Vol. 4798/2007, 165-176, 2007. (Runner-up of Best Student Paper Award). (This journal is ranked ”B” in 2010 ERA list, Impact Factor: 0.04 (in 2011)) (download)

[18] Fenghui Ren, Minjie Zhang and Jun Yan, An Extended Dual Concern Model for Partner Selection in Multi-agent Systems. System and Information Sciences Notes, Vol. 1, No. 2, pp. 153-158, 2007. (download)

Refereed Conference Papers

[14] Jihang Zhang, Fenghui Ren, and Minjie Zhang, An Innovative Approach for Predicting Both Negotiation Deadline and Utility in Multi-issue Negotiation. In PRICAI2014: Trends in Artificial Intelligence, Duc-Nghia Pham Seong-Bae Park (Eds.), Lecture Notes In Artificial Intelligence, Springer, LNAI 8862, pp. 1076-1088, 2014. (download)

[13] Chao Yu, Minjie Zhang, and Fenghui Ren, Emotional Multiagent Reinforcement Learning in Social Dilemmas, in 13th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA'13), 2013.(download)

[12] Fenghui Ren, Minjie Zhang and Danny Sutanto, A Multiagent Approach for Decentralized Voltage Regulation in Power Distribution Networks within DGs,in Proceedings of the 12th International Joint Conference on Autonomous Agents And Multi-Agent Systems (AAMAS’13), Saint Paul, US, pp. 1111-1112, 2013. (ERA Conference Ranking: AAMAS = A*)(download)

[11] Chao Yu, Minjie Zhang, Fenghui Ren and Xudong Luo, Emergence of Social Norms Through Collective Learning in Networked Agent Societies, in Proceedings of the 12th International Joint Conference on Autonomous Agents And Multi-Agent Systems (AAMAS’13), Saint Paul, US, pp. 475-482, 2013. (ERA Conference Ranking: AAMAS = A*)(download)

[9] Fenghui Ren, Kwang Mong Sim and Minjie Zhang, Market Driven Agents with Uncertain Dynamic Outside Options, in Proceedings of the 6th International Joint Conference on Autonomous Agents And Multi-Agent Systems (AAMAS’07), Honolulu, US, pp. 721-723, 2007. (ERA Conference Ranking: AAMAS = A*)(download)

[8] Fenghui Ren and Minjie Zhang, Prediction of Partners’ Behaviors in Agent Negotiation under Open and Dynamic Environments, Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology Workshops (IAT’07), pp. 379-382, 2007. (ERA Conference Ranking: IAT = B)(download)

[7] Fenghui Ren, Minjie Zhang and Quan Bai, A Fuzzy-based Approach for Partner Selection in Multi-agent Systems, in Proceedings of the 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS’07), Melbourne, Australia, pp. 457-464, 2007. (ERA Conference Ranking: ICIS = C) (download)

[6] Quan Bai, Minjie Zhang and Fenghui Ren, A Coloured Petri Net Based Approach for Flexible Agent Interactions, in Proceeding of the 4th IEEE International Conference on Information Technology and Applications (ICITA’07), Harbin, China, pp. 186-191, 2007. (ERA Conference Ranking: ICITA = C) (download)

[5] Fenghui Ren, Philip O. Ogunbona and Lei Ye, A Novel Multi-Image Query Technique for Automatic Query Concept Capture, in Proceedings of the 4th IEEE International Conference in Information Technology and Applications (ICITA’07), Harbin, China, pp. 284-289, 2007. (ERA Conference Ranking: ICITA =C)(download)

Thesis

[4] Fenghui Ren, Autonomous Agent Negotiation Strategies in Complex Environments, PhD Thesis, University of Wollongong, May, 2010. (download)

[3] Fenghui Ren, Multi-Image Query Content-Based Image Retrieval, Master-Research Thesis, University of Wollongong, May 2006. (download)

Presentation

[2] Fenghui Ren, Minjie Zhang and Danny Sutanto, Agent-Based Management on Electricity Distribution Network by Considering Distributed Generators, University of Technology Sydney, July 2012. (download)

[1] Fenghui Ren, Minjie Zhang and Danny Sutanto, Agent-based Management on Power Distribution Network by Considering Embedded Renewable Generations, Infrastructure in Ecosystems Workshop, CSIRO, Canberra, August 2011. (download)