Ren, Fenghui

Top Publications

Year	Title
2012	Conceptual design of a multi-agent system for interconnected power systems restoration Published in IEEE Transactions on Power Systems
2012	A multi-agent solution to distribution system management by considering distributed generators Published in IEEE Transactions on Power Systems
2009	Adaptive conceding strategies for automoted trading agents in dynamic, open markets Published in Decision Support Systems
2013	Emergence of social norms through collective learning in networked agent societies
2013	An adaptive bilateral negotiation model based on Bayesian learning Published in Studies in Computational Intelligence
2015	Emotional multiagent reinforcement learning in spatial social dilemmas Published in IEEE Transactions on Neural Networks and Learning Systems
2014	Bilateral single-issue negotiation model considering nonlinear utility and time constraint Published in Decision Support Systems
2014	Collective learning for the emergence of social norms in networked multiagent systems Published in IEEE Transactions on Cybernetics
2015	Multiagent learning of coordination in loosely coupled multiagent systems Published in IEEE Transactions on Cybernetics
2017	A concurrent multiple negotiation strategy for service level agreement negotiations in web-based service environments

Research Areas

Available as Research Supervisor

Available for Collaborative Projects

Member Of

IEEE - The Institute of Electrical and Electronics Engineers

Has Collaborator

Minjie Zhang Professor
Pan, Zengxi Stephen. A/Prof.

Selected Publications

Journal Article

Year	Title
2019	Helping an Agent Reach a Different Goal by Action Transfer in Reinforcement Learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11919 LNAI Pages 15 - 27 Altmetric
2019	Learning customer behavior for effective load forecasting Published In IEEE Transactions on Knowledge and Data Engineering Volume 31 Pages 938 - 951 ISSN 1041-4347 Altmetric
2018	An Economic Model-Based Matching Approach Between Buyers and Sellers Through a Broker in an Open E-Marketplace Published In Journal of Systems Science and Systems Engineering Volume 27 Pages 156 - 179 ISSN 1004-3756 Altmetric
2018	DeepRSD: A deep regression method for sequential data Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11012 LNAI Pages 113 - 125 Altmetric
2018	Determining the applicability of advice for efficient multi-agent reinforcement learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11013 LNAI Pages 343 - 351 Altmetric
2018	Editorial Special Issue on Agent-Based Modelling for Complex Systems Published In Journal of Systems Science and Systems Engineering Volume 27 Pages 130 - 133 ISSN 1004-3756 Altmetric
2017	A Concurrent Multiple Negotiation Protocol Based on Colored Petri Nets Published In IEEE Transactions on Cybernetics Volume 47 Pages 3692 - 3705 ISSN 1083-4419 Altmetric
2017	A concurrent interdependent service level agreement negotiation protocol in dynamic service-oriented computing environments Published In Lecture Notes in Computer Science Volume 10570 Pages 132 - 147 Altmetric
2017	A hybrid-learning based broker model for strategic power trading in smart grid markets Published In Knowledge-Based Systems Volume 119 Pages 142 - 151 ISSN 0950-7051 Altmetric
2017	A multiagent-based domain transportation approach for optimal resource allocation in emergency management Published In Studies in Computational Intelligence Volume 670 Pages 19 - 32 Altmetric
2017	A negotiation-based model for policy generation Published In Studies in Computational Intelligence Volume 674 Pages 101 - 119 Altmetric
2017	Membership function based matching approach of buyers and sellers through a broker in open e-marketplace Published In Studies in Computational Intelligence Volume 670 Pages 125 - 137 Altmetric
2017	Opponent Modeling with Information Adaptation (OMIA) in Automated Negotiations Published In Lecture Notes in Computer Science Volume 10642 Pages 21 - 35 Altmetric
2016	Enable efficient resource deployment in multiple concurrent emergency events through a decentralised MAS Published In Lecture Notes in Computer Science (LNCS) Volume 9992 Pages 56 - 68 Altmetric
2016	Modelling Adaptive Learning Behaviours for Consensus Formation in Human Societies Published In Scientific Reports Volume 6 Altmetric
2015	A multi-agent approach for decentralized voltage regulation by considering distributed generators Published In Lecture Notes in Computer Science Volume 9457 Pages 484 - 497 Altmetric
2015	Bayesian-based preference prediction in bilateral multi-issue negotiation between intelligent agents Published In Knowledge-Based Systems Volume 84 Pages 108 - 120 ISSN 0950-7051 Altmetric
2015	Emotional multiagent reinforcement learning in spatial social dilemmas Published In IEEE Transactions on Neural Networks and Learning Systems Volume 26 Pages 3083 - 3096 ISSN 2162-2388 Altmetric
2015	Hierarchical Learning for emergence of social norms in networked multiagent systems Published In Lecture Notes in Computer Science Volume 9457 Pages 630 - 643 Altmetric
2015	Multiagent learning of coordination in loosely coupled multiagent systems Published In IEEE Transactions on Cybernetics Volume 45 Pages 2853 - 2867 ISSN 1083-4419 Altmetric
2014	A single issue negotiation model for agents bargaining in dynamic electronic markets Published In Decision Support Systems Volume 60 Pages 55 - 67 ISSN 0167-9236 Altmetric
2014	An innovative approach for predicting both negotiation deadline and utility in multi-issue negotiation Published In Lecture Notes in Computer Science Volume 8862 Pages 1076 - 1088 Altmetric
2014	Bilateral single-issue negotiation model considering nonlinear utility and time constraint Published In Decision Support Systems Volume 60 Pages 29 - 38 ISSN 0167-9236 Altmetric
2014	Collective learning for the emergence of social norms in networked multiagent systems Published In IEEE Transactions on Cybernetics Volume 44 Pages 2342 - 2355 ISSN 1083-4419 Altmetric
2014	Coordinated learning by exploiting sparse interaction in multiagent systems Published In Concurrency and Computation: Practice and Experience Volume 26 Pages 51 - 70 ISSN 1532-0626 Altmetric
2013	A multi-agent solution to distribution system management by considering distributed generators Published In IEEE Transactions on Power Systems Volume 28 Pages 1442 - 1451 ISSN 0885-8950 Altmetric
2013	An adaptive bilateral negotiation model based on Bayesian learning Published In Studies in Computational Intelligence Volume 435 Pages 75 - 93
2013	Emotional multiagent reinforcement learning in social dilemmas Published In Lecture Notes in Computer Science Volume 8291 Pages 372 - 387 Altmetric
2012	A multi-agent solution to distribution system management by considering distributed generators Published In IEEE Transactions on Power Systems Pages 1 - 10 ISSN 0885-8950 Altmetric
2012	A regression-based approach for improving the association rule mining through predicting the number of rules on general datasets Published In Lecture Notes in Computer Science Volume 7458 Pages 229 - 240 Altmetric
2012	Agent-based demand management in a power distribution network by considering distributed generations Published In Lecture Notes in Computer Science Volume 7580 Pages 109 - 125 Altmetric
2012	Conceptual design of a multi-agent system for interconnected power systems restoration Published In IEEE Transactions on Power Systems Volume 27 Pages 732 - 240 ISSN 0885-8950 Altmetric
2012	Expectation of trading agent behaviour in negotiation of electronic marketplace Published In Web Intelligence and Agent Systems: an international journal Volume 10 Pages 49 - 63 ISSN 1570-1263 Altmetric
2012	Exploiting independent relationships in multiagent systems for coordinated learning Published In Lecture Notes in Computer Science Volume 7458 Pages 686 - 697 Altmetric
2011	A parallel, multi-issue negotiation model in dynamic e-markets Published In Lecture Notes in Computer Science Volume 7106 Pages 442 - 451 Altmetric
2011	Coordinated learning for loosely coupled agents with sparse interactions Published In Lecture Notes in Artificial Intelligence (LNAI) Volume 7106 Pages 392 - 410 Altmetric
2010	An extended dual concern model for partner selection in multi-agent systems Published In Systemics and Informatics World Network Volume 11 Pages 1 - 9
2010	Using colored petri nets to predict future states in agent-based scheduling and planning systems Published In Multiagent and Grid Systems Volume 6 Pages 527 - 542 ISSN 1574-1702
2009	Adaptive conceding strategies for automoted trading agents in dynamic, open markets Published In Decision Support Systems Volume 46 Pages 704 - 716 ISSN 0167-9236 Altmetric
2008	Partners Selection in Multi-Agent Systems by Using Linear and Non-linear Approaches Published In Transactions on Computational Science Volume 4750 Pages 37 - 60 Altmetric
2008	Prediction of partners' behaviours in agent negotiation under open and dynamic environments Published In International Transactions on Systems Science and Applications Volume 4 Pages 295 - 304 Altmetric
2007	An Extended Dual Concern Model for Partner Selection in Multi-Agent Systems Published In System and Information Sciences Notes Volume 1 Pages 153 - 158
2007	Predicting partners' behaviours in negotiation by using regression analysis Published In Lecture Notes in Computer Science Volume 4798 Pages 165 - 176 Altmetric

Chapter

Year	Title
2016	Prediction of the opponent's preference in bilateral multi-issue negotiation through Bayesian learning Published In Recent advances in agent-based complex automated negotiation Publisher Switzerland: Springer International Publishing Pages 3 - 20 ISBN 9783319303055 Altmetric
2014	A dynamic, optimal approach for multi-issue negotiation under time constraints Published In Novel Insights in Agent-based Complex Automated Negotiation Publisher Japan: Springer Pages 85 - 108 ISBN 9784431547570 Edition 1 Altmetric
2013	An adaptive bilateral negotiation Published In Complex Automated Negotiations: Theories, Models, and Software Competitions Publisher Berlin: Springer Pages 75 - 93 ISBN 9783642307362 Edition 1
2013	Discovery of communications patterns by the use of intelligent reasoning Published In Handbook on Reasoning-Based Intelligent Systems Publisher Singapore: World Science Pages 433 - 462 ISBN 9789814329477
2012	Bilateral single-issue negotiation model considering nonlinear utility and time constraint Published In New Trends in Agent-Based Complex Automated Negotiations Publisher Berlin: Springer Pages 21 - 37 ISBN 9783642246951 Altmetric
2010	Desire-based negotiation in electronic marketplaces Published In Innovations in agent-based complex automated negotiations Publisher New York: Springer Pages 27 - 47 ISBN 9783642156113 Altmetric
2009	CPN-based state analysis and prediction for multi-agent scheduling and planning Published In Advances in agent-based complex automated negotiations Publisher Berlin: Springer Pages 161 - 175 ISBN 9783642031892 Altmetric
2009	Collaborative agents for complex problems solving Published In Computational intelligence: collaboration, fusion and emergence Publisher Berlin, Germany: Springer Pages 361 - 399 ISBN 9783642017988 Altmetric
2009	The prediction of partners' behaviors in self-interested agents Published In Advances in agent-based complex automated negotiations Publisher Berlin: Springer Pages 1 - 20 ISBN 9783642031892 Altmetric
2008	The prediction of partners' behaviors in self-interested agents Published In Electronic Commerce: Theory and Practice Publisher United States: Springer Pages 157 - 170 ISBN 9783540778080 Altmetric

Conference Paper

Year	Title
2019	Multi-agent-based System to Model and Simulate the Emergency Response in Metropolis Published In ACSW 2019 Proceedings of the Australasian Computer Science Week Multiconference Pages 1 - 6 Altmetric
2018	A cyclical social learning strategy for robust convention emergence Published In Proceedings - 2018 IEEE International Conference on Agents (ICA) Pages 120 - 125 Altmetric
2018	Enable automated emergency responses through an agent-based computer-aided dispatch system Published In AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems Pages 1844 - 1846
2018	Feasible negotiation procedures for multiple interdependent negotiations Published In AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems Pages 641 - 649
2018	Sparse Gaussian conditional random fields on top of recurrent neural networks Published In 32nd AAAI Conference on Artificial Intelligence, AAAI 2018 Pages 4219 - 4226
2017	A concurrent multiple negotiation strategy for service level agreement negotiations in web-based service environments Published In 2016 International Conference on Agents, ICA 2016 Pages 1 - 6 Altmetric
2017	A dynamic resource allocation approach for concurrent emergency events in metropolitan regions Published In 16th International Conference on Autonomous Agents and Multiagent Systems Pages 1775 - 1777
2016	A decentralised multi-agent system for emergency resource allocation in metropolitan regions (demonstration) Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS Pages 1482 - 1484
2016	An adaptive learning framework for efficient emergence of social norms Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS Pages 1307 - 1308
2016	Load forecasting in a smart grid through customer behaviour learning using L1-regularized continuous conditional random fields Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS Pages 817 - 825
2015	A broker-based optimal matching approach of buyers and sellers for multi-attribute exchanges in open markets Published In The 2015 IEEE International Conference on Systems, Man, and Cybernetics: Proceedings Pages 563 - 568 Altmetric
2015	GongBroker: a broker model for power trading in Smart Grid markets Published In 2015 IEEE / WIC / ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) Pages 21 - 24 Altmetric
2013	A multiagent approach for decentralized voltage regulation in power distribution networks within DGs Published In 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2013) Pages 1111 - 1112
2013	A relaxation strategy with fuzzy constraints for supplier selection in a power market Published In The International Workshop on Smart Simulation and Modelling for Complex Systems (SSMCS 2013) Pages 62 - 73
2013	Emergence of social norms through collective learning in networked agent societies Published In 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013) Pages 475 - 482
2010	Optimization of multiple related negotiation through multi-negotiation network Published In 4th International Conference on Knowledge Science, Engineering and Management, KSEM 2010 Pages 174 - 185 Altmetric
2009	A market-based multi-issue negotiation model considering multiple preference in dynamic e-marketplaces Published In International Conference on Principles and Practice of Multi-Agent Systems Pages 1 - 16 Altmetric
2008	Optimal multi-issue negotiation in open and dynamic environments Published In Pacific Rim International Conference on Artificial Intelligence Pages 321 - 332 Altmetric
2007	A Coloured petri Net Based Approach for Flexible Agent Interactions Published In International Conference on Information Technology and Applications Pages 186 - 191
2007	A fuzzy-based approach for partner selection in multi-agent systems Published In International Conference on Computer and Information Science Pages 457 - 462 Altmetric
2007	A novel multi-image query techniques for automatic query concept capture Published In International Conference on Information Technology and Applications Pages 284 - 289
2007	Market-driven agents with uncertain and dynamic outside options Published In International Conference on Autonomous Agents and Multiagent Systems Pages 721 - 723 Altmetric
2007	Prediction of Partners' behaviors in Agent negotiation under Open and Dynamic Environments Published In International Conference on Web Intelligence and Intelligent Agent Technology Pages 379 - 382 Altmetric

Editor Of

Book
- Smart Modeling and Simulation for Complex Systems: Practice and Theory. Japan. 2015

Investigator On

Year	Title
	An Adaptive and Intelligent Service Level Agreement Negotiation System for Web-Based Service-Oriented Grid Computing Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Early Career Researcher Award (DECRA)

Other Research Activities

BlueScope Consultation Project ($114,000) CI 2019 -
New Colombo Plan (NCP) Mobility Grants ($66,000) CI 2019 -
UOW UIC International Linkage Grant ($20,000) CI 2019 -
UOW UIC International Linkage Grant ($7,500) CI 2014 -
Vice Chancellors Postdoctoral Fellowship ($93,431) 2012 - 2013

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Multi-agent-based Learning Strategies under Open and Dynamic Environments.	Wang, Yuchen
Doctor of Philosophy	Efficient Multiagent Stochastic Planning in Dynamic Environments	Robinson, Tom
Doctor of Philosophy (Integrated)	Smart Simulation and Modelling for Resource Management in Transportation Problems	Malysiak, Kevin
Doctor of Philosophy	Privacy Risk Management and Trust Models in Online Social Networks	Liang, Qin
Doctor of Philosophy	Agent-based Adaptive Scheduling Approaches for Dynamic and Large-scale Environments	Yang, Yikun
Doctor of Philosophy	Consensus Strategies in Multi-Agent System Under Inaccessible and Dynamic Environments	Liu, Xiaoxue
Doctor of Philosophy (Integrated)	Knowledge-Graph-Embedded Integrated Recommender System Strategies for Multiple Types of Starters	Sun, Ruoxi

Reviewer Of

IEEE Transactions on Cybernetics (Journal)

Education And Training

Ph.D. in Computer Science, University of Wollongong, SCIT

Awards And Honors

Keywords

Autonomous agent
Multi-agent system
Complex system modelling
Multi-agent learning, reasoning, decision marking
Agent negotiation, cooperation, coordination
Smart grid and power mark modelling

Full Name

Fenghui Ren

Mailing Address

University of Wollongong

1 Northfield Ave

Wollongong

NSW

2522

Australia

Orcid Id

http://orcid.org/0000-0001-6159-7873 (confirmed)

Web Of Science Researcher Id

S-1544-2017

Scopus Id

55499261800

Top Publications

Year	Title
2012	Conceptual design of a multi-agent system for interconnected power systems restoration Published in IEEE Transactions on Power Systems
2012	A multi-agent solution to distribution system management by considering distributed generators Published in IEEE Transactions on Power Systems
2009	Adaptive conceding strategies for automoted trading agents in dynamic, open markets Published in Decision Support Systems
2013	Emergence of social norms through collective learning in networked agent societies
2013	An adaptive bilateral negotiation model based on Bayesian learning Published in Studies in Computational Intelligence
2015	Emotional multiagent reinforcement learning in spatial social dilemmas Published in IEEE Transactions on Neural Networks and Learning Systems
2014	Bilateral single-issue negotiation model considering nonlinear utility and time constraint Published in Decision Support Systems
2014	Collective learning for the emergence of social norms in networked multiagent systems Published in IEEE Transactions on Cybernetics
2015	Multiagent learning of coordination in loosely coupled multiagent systems Published in IEEE Transactions on Cybernetics
2017	A concurrent multiple negotiation strategy for service level agreement negotiations in web-based service environments

Research Areas

Member Of

IEEE - The Institute of Electrical and Electronics Engineers

Has Collaborator

Minjie Zhang Professor
Pan, Zengxi Stephen. A/Prof.

Selected Publications

Journal Article

Year	Title
2019	Helping an Agent Reach a Different Goal by Action Transfer in Reinforcement Learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11919 LNAI Pages 15 - 27 Altmetric
2019	Learning customer behavior for effective load forecasting Published In IEEE Transactions on Knowledge and Data Engineering Volume 31 Pages 938 - 951 ISSN 1041-4347 Altmetric
2018	An Economic Model-Based Matching Approach Between Buyers and Sellers Through a Broker in an Open E-Marketplace Published In Journal of Systems Science and Systems Engineering Volume 27 Pages 156 - 179 ISSN 1004-3756 Altmetric
2018	DeepRSD: A deep regression method for sequential data Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11012 LNAI Pages 113 - 125 Altmetric
2018	Determining the applicability of advice for efficient multi-agent reinforcement learning Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11013 LNAI Pages 343 - 351 Altmetric
2018	Editorial Special Issue on Agent-Based Modelling for Complex Systems Published In Journal of Systems Science and Systems Engineering Volume 27 Pages 130 - 133 ISSN 1004-3756 Altmetric
2017	A Concurrent Multiple Negotiation Protocol Based on Colored Petri Nets Published In IEEE Transactions on Cybernetics Volume 47 Pages 3692 - 3705 ISSN 1083-4419 Altmetric
2017	A concurrent interdependent service level agreement negotiation protocol in dynamic service-oriented computing environments Published In Lecture Notes in Computer Science Volume 10570 Pages 132 - 147 Altmetric
2017	A hybrid-learning based broker model for strategic power trading in smart grid markets Published In Knowledge-Based Systems Volume 119 Pages 142 - 151 ISSN 0950-7051 Altmetric
2017	A multiagent-based domain transportation approach for optimal resource allocation in emergency management Published In Studies in Computational Intelligence Volume 670 Pages 19 - 32 Altmetric
2017	A negotiation-based model for policy generation Published In Studies in Computational Intelligence Volume 674 Pages 101 - 119 Altmetric
2017	Membership function based matching approach of buyers and sellers through a broker in open e-marketplace Published In Studies in Computational Intelligence Volume 670 Pages 125 - 137 Altmetric
2017	Opponent Modeling with Information Adaptation (OMIA) in Automated Negotiations Published In Lecture Notes in Computer Science Volume 10642 Pages 21 - 35 Altmetric
2016	Enable efficient resource deployment in multiple concurrent emergency events through a decentralised MAS Published In Lecture Notes in Computer Science (LNCS) Volume 9992 Pages 56 - 68 Altmetric
2016	Modelling Adaptive Learning Behaviours for Consensus Formation in Human Societies Published In Scientific Reports Volume 6 Altmetric
2015	A multi-agent approach for decentralized voltage regulation by considering distributed generators Published In Lecture Notes in Computer Science Volume 9457 Pages 484 - 497 Altmetric
2015	Bayesian-based preference prediction in bilateral multi-issue negotiation between intelligent agents Published In Knowledge-Based Systems Volume 84 Pages 108 - 120 ISSN 0950-7051 Altmetric
2015	Emotional multiagent reinforcement learning in spatial social dilemmas Published In IEEE Transactions on Neural Networks and Learning Systems Volume 26 Pages 3083 - 3096 ISSN 2162-2388 Altmetric
2015	Hierarchical Learning for emergence of social norms in networked multiagent systems Published In Lecture Notes in Computer Science Volume 9457 Pages 630 - 643 Altmetric
2015	Multiagent learning of coordination in loosely coupled multiagent systems Published In IEEE Transactions on Cybernetics Volume 45 Pages 2853 - 2867 ISSN 1083-4419 Altmetric
2014	A single issue negotiation model for agents bargaining in dynamic electronic markets Published In Decision Support Systems Volume 60 Pages 55 - 67 ISSN 0167-9236 Altmetric
2014	An innovative approach for predicting both negotiation deadline and utility in multi-issue negotiation Published In Lecture Notes in Computer Science Volume 8862 Pages 1076 - 1088 Altmetric
2014	Bilateral single-issue negotiation model considering nonlinear utility and time constraint Published In Decision Support Systems Volume 60 Pages 29 - 38 ISSN 0167-9236 Altmetric
2014	Collective learning for the emergence of social norms in networked multiagent systems Published In IEEE Transactions on Cybernetics Volume 44 Pages 2342 - 2355 ISSN 1083-4419 Altmetric
2014	Coordinated learning by exploiting sparse interaction in multiagent systems Published In Concurrency and Computation: Practice and Experience Volume 26 Pages 51 - 70 ISSN 1532-0626 Altmetric
2013	A multi-agent solution to distribution system management by considering distributed generators Published In IEEE Transactions on Power Systems Volume 28 Pages 1442 - 1451 ISSN 0885-8950 Altmetric
2013	An adaptive bilateral negotiation model based on Bayesian learning Published In Studies in Computational Intelligence Volume 435 Pages 75 - 93
2013	Emotional multiagent reinforcement learning in social dilemmas Published In Lecture Notes in Computer Science Volume 8291 Pages 372 - 387 Altmetric
2012	A multi-agent solution to distribution system management by considering distributed generators Published In IEEE Transactions on Power Systems Pages 1 - 10 ISSN 0885-8950 Altmetric
2012	A regression-based approach for improving the association rule mining through predicting the number of rules on general datasets Published In Lecture Notes in Computer Science Volume 7458 Pages 229 - 240 Altmetric
2012	Agent-based demand management in a power distribution network by considering distributed generations Published In Lecture Notes in Computer Science Volume 7580 Pages 109 - 125 Altmetric
2012	Conceptual design of a multi-agent system for interconnected power systems restoration Published In IEEE Transactions on Power Systems Volume 27 Pages 732 - 240 ISSN 0885-8950 Altmetric
2012	Expectation of trading agent behaviour in negotiation of electronic marketplace Published In Web Intelligence and Agent Systems: an international journal Volume 10 Pages 49 - 63 ISSN 1570-1263 Altmetric
2012	Exploiting independent relationships in multiagent systems for coordinated learning Published In Lecture Notes in Computer Science Volume 7458 Pages 686 - 697 Altmetric
2011	A parallel, multi-issue negotiation model in dynamic e-markets Published In Lecture Notes in Computer Science Volume 7106 Pages 442 - 451 Altmetric
2011	Coordinated learning for loosely coupled agents with sparse interactions Published In Lecture Notes in Artificial Intelligence (LNAI) Volume 7106 Pages 392 - 410 Altmetric
2010	An extended dual concern model for partner selection in multi-agent systems Published In Systemics and Informatics World Network Volume 11 Pages 1 - 9
2010	Using colored petri nets to predict future states in agent-based scheduling and planning systems Published In Multiagent and Grid Systems Volume 6 Pages 527 - 542 ISSN 1574-1702
2009	Adaptive conceding strategies for automoted trading agents in dynamic, open markets Published In Decision Support Systems Volume 46 Pages 704 - 716 ISSN 0167-9236 Altmetric
2008	Partners Selection in Multi-Agent Systems by Using Linear and Non-linear Approaches Published In Transactions on Computational Science Volume 4750 Pages 37 - 60 Altmetric
2008	Prediction of partners' behaviours in agent negotiation under open and dynamic environments Published In International Transactions on Systems Science and Applications Volume 4 Pages 295 - 304 Altmetric
2007	An Extended Dual Concern Model for Partner Selection in Multi-Agent Systems Published In System and Information Sciences Notes Volume 1 Pages 153 - 158
2007	Predicting partners' behaviours in negotiation by using regression analysis Published In Lecture Notes in Computer Science Volume 4798 Pages 165 - 176 Altmetric

Chapter

Year	Title
2016	Prediction of the opponent's preference in bilateral multi-issue negotiation through Bayesian learning Published In Recent advances in agent-based complex automated negotiation Publisher Switzerland: Springer International Publishing Pages 3 - 20 ISBN 9783319303055 Altmetric
2014	A dynamic, optimal approach for multi-issue negotiation under time constraints Published In Novel Insights in Agent-based Complex Automated Negotiation Publisher Japan: Springer Pages 85 - 108 ISBN 9784431547570 Edition 1 Altmetric
2013	An adaptive bilateral negotiation Published In Complex Automated Negotiations: Theories, Models, and Software Competitions Publisher Berlin: Springer Pages 75 - 93 ISBN 9783642307362 Edition 1
2013	Discovery of communications patterns by the use of intelligent reasoning Published In Handbook on Reasoning-Based Intelligent Systems Publisher Singapore: World Science Pages 433 - 462 ISBN 9789814329477
2012	Bilateral single-issue negotiation model considering nonlinear utility and time constraint Published In New Trends in Agent-Based Complex Automated Negotiations Publisher Berlin: Springer Pages 21 - 37 ISBN 9783642246951 Altmetric
2010	Desire-based negotiation in electronic marketplaces Published In Innovations in agent-based complex automated negotiations Publisher New York: Springer Pages 27 - 47 ISBN 9783642156113 Altmetric
2009	CPN-based state analysis and prediction for multi-agent scheduling and planning Published In Advances in agent-based complex automated negotiations Publisher Berlin: Springer Pages 161 - 175 ISBN 9783642031892 Altmetric
2009	Collaborative agents for complex problems solving Published In Computational intelligence: collaboration, fusion and emergence Publisher Berlin, Germany: Springer Pages 361 - 399 ISBN 9783642017988 Altmetric
2009	The prediction of partners' behaviors in self-interested agents Published In Advances in agent-based complex automated negotiations Publisher Berlin: Springer Pages 1 - 20 ISBN 9783642031892 Altmetric
2008	The prediction of partners' behaviors in self-interested agents Published In Electronic Commerce: Theory and Practice Publisher United States: Springer Pages 157 - 170 ISBN 9783540778080 Altmetric

Conference Paper

Year	Title
2019	Multi-agent-based System to Model and Simulate the Emergency Response in Metropolis Published In ACSW 2019 Proceedings of the Australasian Computer Science Week Multiconference Pages 1 - 6 Altmetric
2018	A cyclical social learning strategy for robust convention emergence Published In Proceedings - 2018 IEEE International Conference on Agents (ICA) Pages 120 - 125 Altmetric
2018	Enable automated emergency responses through an agent-based computer-aided dispatch system Published In AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems Pages 1844 - 1846
2018	Feasible negotiation procedures for multiple interdependent negotiations Published In AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems Pages 641 - 649
2018	Sparse Gaussian conditional random fields on top of recurrent neural networks Published In 32nd AAAI Conference on Artificial Intelligence, AAAI 2018 Pages 4219 - 4226
2017	A concurrent multiple negotiation strategy for service level agreement negotiations in web-based service environments Published In 2016 International Conference on Agents, ICA 2016 Pages 1 - 6 Altmetric
2017	A dynamic resource allocation approach for concurrent emergency events in metropolitan regions Published In 16th International Conference on Autonomous Agents and Multiagent Systems Pages 1775 - 1777
2016	A decentralised multi-agent system for emergency resource allocation in metropolitan regions (demonstration) Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS Pages 1482 - 1484
2016	An adaptive learning framework for efficient emergence of social norms Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS Pages 1307 - 1308
2016	Load forecasting in a smart grid through customer behaviour learning using L1-regularized continuous conditional random fields Published In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS Pages 817 - 825
2015	A broker-based optimal matching approach of buyers and sellers for multi-attribute exchanges in open markets Published In The 2015 IEEE International Conference on Systems, Man, and Cybernetics: Proceedings Pages 563 - 568 Altmetric
2015	GongBroker: a broker model for power trading in Smart Grid markets Published In 2015 IEEE / WIC / ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) Pages 21 - 24 Altmetric
2013	A multiagent approach for decentralized voltage regulation in power distribution networks within DGs Published In 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS2013) Pages 1111 - 1112
2013	A relaxation strategy with fuzzy constraints for supplier selection in a power market Published In The International Workshop on Smart Simulation and Modelling for Complex Systems (SSMCS 2013) Pages 62 - 73
2013	Emergence of social norms through collective learning in networked agent societies Published In 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013) Pages 475 - 482
2010	Optimization of multiple related negotiation through multi-negotiation network Published In 4th International Conference on Knowledge Science, Engineering and Management, KSEM 2010 Pages 174 - 185 Altmetric
2009	A market-based multi-issue negotiation model considering multiple preference in dynamic e-marketplaces Published In International Conference on Principles and Practice of Multi-Agent Systems Pages 1 - 16 Altmetric
2008	Optimal multi-issue negotiation in open and dynamic environments Published In Pacific Rim International Conference on Artificial Intelligence Pages 321 - 332 Altmetric
2007	A Coloured petri Net Based Approach for Flexible Agent Interactions Published In International Conference on Information Technology and Applications Pages 186 - 191
2007	A fuzzy-based approach for partner selection in multi-agent systems Published In International Conference on Computer and Information Science Pages 457 - 462 Altmetric
2007	A novel multi-image query techniques for automatic query concept capture Published In International Conference on Information Technology and Applications Pages 284 - 289
2007	Market-driven agents with uncertain and dynamic outside options Published In International Conference on Autonomous Agents and Multiagent Systems Pages 721 - 723 Altmetric
2007	Prediction of Partners' behaviors in Agent negotiation under Open and Dynamic Environments Published In International Conference on Web Intelligence and Intelligent Agent Technology Pages 379 - 382 Altmetric

Editor Of

Book
- Smart Modeling and Simulation for Complex Systems: Practice and Theory. Japan. 2015

Investigator On

Year	Title
	An Adaptive and Intelligent Service Level Agreement Negotiation System for Web-Based Service-Oriented Grid Computing Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Early Career Researcher Award (DECRA)

Other Research Activities

BlueScope Consultation Project ($114,000) CI 2019 -
New Colombo Plan (NCP) Mobility Grants ($66,000) CI 2019 -
UOW UIC International Linkage Grant ($20,000) CI 2019 -
UOW UIC International Linkage Grant ($7,500) CI 2014 -
Vice Chancellors Postdoctoral Fellowship ($93,431) 2012 - 2013

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Multi-agent-based Learning Strategies under Open and Dynamic Environments.	Wang, Yuchen
Doctor of Philosophy	Efficient Multiagent Stochastic Planning in Dynamic Environments	Robinson, Tom
Doctor of Philosophy (Integrated)	Smart Simulation and Modelling for Resource Management in Transportation Problems	Malysiak, Kevin
Doctor of Philosophy	Privacy Risk Management and Trust Models in Online Social Networks	Liang, Qin
Doctor of Philosophy	Agent-based Adaptive Scheduling Approaches for Dynamic and Large-scale Environments	Yang, Yikun
Doctor of Philosophy	Consensus Strategies in Multi-Agent System Under Inaccessible and Dynamic Environments	Liu, Xiaoxue
Doctor of Philosophy (Integrated)	Knowledge-Graph-Embedded Integrated Recommender System Strategies for Multiple Types of Starters	Sun, Ruoxi

Reviewer Of

IEEE Transactions on Cybernetics (Journal)

Education And Training

Ph.D. in Computer Science, University of Wollongong, SCIT

Awards And Honors

Keywords

Autonomous agent
Multi-agent system
Complex system modelling
Multi-agent learning, reasoning, decision marking
Agent negotiation, cooperation, coordination
Smart grid and power mark modelling

Full Name

Fenghui Ren

Mailing Address

University of Wollongong

1 Northfield Ave

Wollongong

NSW

2522

Australia

Orcid Id

http://orcid.org/0000-0001-6159-7873 (confirmed)

Web Of Science Researcher Id

S-1544-2017

Scopus Id

55499261800

Overview

Top Publications

Research Areas

Available as Research Supervisor

Affiliation

Available for Collaborative Projects

Member Of

Has Collaborator

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Other Research Activities

Supervision

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Service

Reviewer Of

Background

Education And Training

Awards And Honors

Keywords

Contact

Full Name

Mailing Address

Identity

Orcid Id

Web Of Science Researcher Id

Scopus Id

Overview

Top Publications

Research Areas

Affiliation

Member Of

Has Collaborator

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Other Research Activities

Supervision

Advisees

Graduate Advising Relationship

Service

Reviewer Of

Background

Education And Training

Awards And Honors

Keywords

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