1. Hengjie Song, Zhiqi Shen and
2. Jianshu
Weng, Zhiqi Shen,
3. Hengjie Song, Miao Chunyan and Zhiqi Shen, Design Fuzzy Cognitive Maps Using Neural Networks for Predicting Chaotic Time Series, Neural Networks, September 2010.
4. Yuan
Miao,
5.
Tao Qin, Cyril Leung,
6. Chunyan Miao, Han Yu,
Zhiqi Shen and Xuehong Tao, Agents for Collaborative Learning
in Virtual Worlds, Workshop on Opportunities for intelligent and adaptive behavior in
collaborative learning systems, the
Tenth International Conference on Intelligent Tutoring Systems (ITS2010), Pittsburgh, PA, USA,
June 14-18, 2010. [pdf]
7. Qizhen Yang and Zhiqi Shen, Managing Sustainability for the Development of Sustainable Recycling Technologies, the 5th International Conference on Management of Innovation and Technology, Singapore, June 2 – 5, 2010. [pdf]
8. Chunyan Miao, Lu The Kiet and Zhiqi Shen, Immersive Virtual Brush Simulation for Chinese Language Edutainment, Workshop on New Generation Virtual Learning Environment, the 14th Global Chinese Conference on Computers in Education (GCCCE2010), Singapore, June 1 – 4, 2010. [pdf]
9. Zhiqi Shen, Intelligent Augment Storytelling, Workshop on New Generation Virtual Learning Environment, the 14th Global Chinese Conference on Computers in Education (GCCCE2010), Singapore, June 1 – 4, 2010. [pdf]
10. Han Yu, Yundong Cai, Zhiqi Shen, Xuehong Tao and Chunyan Miao, Intelligent Learning Companions for Virtual Learning Environments, the Workshop on Multi-Agent Systems for Education and Interactive Entertainment (MASEIE), the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2010), Toronto, Canada, May 10-14 2010.
11. Zhiqi Shen, Chunyan
Miao, Liang Zhang, Han Yu and Mark J. Chavez, An emotion aware agent platform
for interactive storytelling and gaming, ACM Future Play Conference,
Vancouver, Canada, May 6-7, 2010. [pdf]
12. Han Yu, Yundong Cai, Zhiqi Shen, Xuehong Tao and Chunyan Miao, Agents as Intelligent User Interfaces for the Net Generation, 2010 International Conference on Intelligent User Interface (IUI2010), Hong Kong, China, February 7-10, 2010.
13. Dong
Huang, Zhiqi Shen,
14. Tao
Qin, Han Yu, Cyril Leung, Zhiqi Shen and
15. Yundong Cai, Chunyan Miao, Ah-Hwee Tan and Zhiqi Shen, Creating an Immersive Game World with Evolutionary Fuzzy Cognitive Maps, IEEE Computer Graphics & Applications (CG & A), Vol. 29, Issue 6, 2009. [pdf]
16.
Hengjie Song,
17.
Maryam Ashoori, Zhiqi Shen and
18.
19. Xuehong
Tao, Zhiqi Shen,
20. Huiliang Zhang, Zhiqi Shen, Xuehong Tao, Chunyan Miao, Boyang Li, Ailiya, and Yudong Cai, Emotional agent in serious game (DINO), in Proceedings of the Eighth International Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary, May 11-15, 2009. [pdf]
21. Boyang Li, Han Yu, Chunyan Miao and Zhiqi Shen, Evolutionary Organizational Search, in Proceedings of the Eighth International Conference on Autonomous Agents and Multiagent Systems, Budapest, Hungary, May 11-15, 2009. [pdf]
22. Yudong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, Modeling Believable Virtual Characters with Evolutionary Fuzzy Cognitive Maps in Interactive Storytelling, AAAI Symposium on Interactive Narrative technologies, Stanford, USA, 11-15 March, 2009. [pdf]
23. Fenghui Ren, Minjie Zhang,
24.
Huiliang Zhang, Chunyan Miao and Zhiqi Shen, Enabling Goal Oriented Action Planning with
Goal Net, the 2009 IEEE/WIC/ACM
International Joint Conference on Web Intelligence and Intelligent Agent Technology
(WI’09 and IAT’09),
25.
Xuehong Tao, Yinleng Theng, Nicola Yelland,
Zhiqi Shen and
26.
Dayong Ye, Quan Bai, Minjie Zhang, Khin Than Win
and Zhiqi Shen, An Efficient Task Allocation Protocol for P2P Multi-agent
Systems, The 7th IEEE International
Symposium on Parallel and Distributed Processing with Applications (ISPA 2009),
27.
Dong Huang,
28.
Han Yu, Zhiqi Shen and
29. Guopeng Zhao, Zhiqi Shen, Chunyan Miao, Zhihong Man, On Improving the Conditioning of Extreme Learning Machine: A Linear Case, the 7th International Conference on Information, Communications and Signal Processing, Macau, December 8 – 10, 2009. [pdf]
30.
Li Pan, Xiangxu Meng, Zhiqi Shen and Han Yu, A Reputation Pattern for Service
Oriented Computing, the 7th International Conference
on Information, Communications and Signal Processing,
31.
Guopeng Zhao, Zhiqi Shen and
32. Guopeng Zhao, Zhiqi Shen, Chunyan Miao and Chunru Wan, ELM-based Intelligent Resource Selection for Grid Scheduling, The Eighth International Conference on Machine Learning and Applications (ICMLA'09), Miami, Florida, USA, December 13-15, 2009. [pdf]
33. Huiliang Zhang, Zhiqi Shen, Xuehong Tao and Chunyan Miao, Remembrance Agent: A New Type of Pedagogical Agent in Educational Game, World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education (E-Learn2009), Vancouver, BC, Canada, October 26-30, 2009. [pdf]
34. Han Yu, Chunyan Miao, Xuehong Tao, Zhiqi Shen, Yundong Cai, Boyang Li and Yuan Miao, Teachable Agents in Virtual Learning Environments: a Case Study, World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education (E-Learn2009), Vancouver, BC, Canada, October 26-30, 2009. [pdf]
35.
Yundong Cai,
36. Han Yu, Zhiqi Shen and Chunyan Miao, A Goal Oriented Development Tool to Automate the Incorporation of Intelligent Agents into Interactive Digital Media Applications, ACM Computers in Entertainment, Vol. 6, Issue 2, No. 24, April/June 2008. [pdf]
37. Bo An, Kwang Mong Sim, Chunyan Miao and Zhiqi Shen, Decision Making of Negotiation Agents Using Markov Chains, Multiagent and Grid Systems an International Journal, Vol. 4, No. 1, pp. 5-23, May 2008. [pdf]
38. Hengjie Song, Chunyan Miao, Zhiqi Shen and Yuan Miao, Fuzzy Cognitive Map Learning Based on Multi-Objective PSO (Particle Swarm Optimization), International Journal of Computational Cognition, Vol. 6, No. 3, pp. 51-59, September 2008. [pdf]
39.
Bo
An, Kwang Mong Sim, Liang Gui Tang,
40. Guopeng Zhao, Zhiqi Shen, Ailiya Bao and Chunyan Miao, ELM-based Agents for Grid Resource Selection, The 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Sydney, Australia, December 9-12, 2008. [pdf]
41.
Dong Huang, Chunyan Miao, Cyril Leung, and Zhiqi Shen,
Memetic Algorithms With Multi-Local-Search for Resource Allocation in Multiuser
OFDM based Cognitive radio Systems, ChinaCom08, Hangzhou, China,
August 2008. [pdf]
42.
Han Yu, Zhiqi Shen, Chorping Low and Chunyan
Miao, Transforming Learning through Agent Augmented Virtual World, The
8th IEEE International Conference on Advanced Learning
Technologies,
43.
Guopeng Zhao, Zhiqi Shen, Chunyan Miao and
Robert Gay, Enhanced Extreme Learning Machine with Stacked Generalization,
IEEE International Joint Conference on Neural Networks (IJCNN2008), 2008 IEEE World Congress on
Computational Intelligence,
44. Haoming Zhong, Chunyan Miao, Zhiqi Shen and Yuhong Feng, Temporal Fuzzy Cognitive Map, IEEE International Conference on Fuzzy Systems (FUZZ2008), 2008 IEEE World Congress on Computational Intelligence, Hong Kong, 1-6 June, 2008. [pdf]
45.
46. Qizhen Yang, Yang Zhang, Chunyan Miao and Zhiqi Shen, Semantic Annotation of Digital Engineering Resources for Multidisciplinary Design Collaboration, The 28th ASME Computers and Information in Engineering Conference (CIE 2008), New York City, NY, USA, 3-6 August, 2008. [pdf]
47. Yundong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, Context Modeling with Evolutionary Fuzzy Cognitive Map in Interactive Storytelling, IEEE International Conference on Fuzzy Systems (FUZZ2008), 2008 IEEE World Congress on Computational Intelligence, Hong Kong, 1-6 June, 2008. [pdf]
48.
Yundong Cai, Chunyan Miao and Zhiqi Shen, Virtual
Singapura, the 15th Inforcomm and Media
Horizons,
49.
Bo
An, Zhiqi Shen,
50. Huimien Lee, Wen Feng Lu, Bin Song, Zhiqi Shen, Zhonghua Yang and Robert Kheng Leng Gay, A Framework for Integrated Manufacturing and Product Service System (IMPSS): Integrating Service Operations into Product Life Cycle, International Journal of Services Operations and Informatics, Vol. 2, No. 1, pp. 81-101, 2007. [pdf]
51.
Zhiqi
Shen, Chunyan Miao, Robert Gay And Chorping Low, Personalized e-Learning – a Goal Oriented Approach, The 7th WSEAS International Conference
on Distance Learning and Web Engineering (DIWEB '07),
52. Zhiqi Shen, Haifeng Shen, Chunyan Miao, Zhonghua Yang, Robert Gay and Guopeng Zhao, Collaborative Workspace over Service-Oriented Grid, The 3rd Grid Computing & Applications Workshop (GCA 2007), GridAsia 2007, Singapore, June 5-8, 2007. [pdf]
53. Zhiqi Shen, Chunyan Miao and Yundong Cai, Agent Augmented Game Development, the 2nd Annual Microsoft Academic Days Conference on Game Development, Aboard the Disney Wonder Cruise Ship, Orlando, Florida, USA, February 22 - 25, 2007. [pdf]
54.
Yundong
Cai, Zhiqi Shen, Chunyan Miao and Ah-Hwee Tan, S-MADE: Interactive Storytelling Architecture
Through Goal Execution and Decomposing, The 2007 AAAI Fall Symposium on Intelligent Narrative Technologies,
Arlington, Virginia, USA, November 9-11, 2007. [pdf]
55.
Han
Yu, Zhiqi Shen and Chunyan Miao, Intelligent Software Agent Design Tool
Using Goal Net Methodology, The 2007 IEEE/WIC/ACM International Conferences on Web Intelligence
and Intelligent Agent Technology (IAT 2007), Fremont, California, USA, November
2-5, 2007. [pdf]
56.
Han Yu, Zhiqi Shen, Chunyan Miao, Jing Wen and
Qizhen Yang, A Service Based Multi-Agent
System Design Tool for Modelling Integrated Manufacturing and Service Systems,
The 12th IEEE Conference on Emerging
Technologies and Factory Automation,
57.
Hengjie Song,
Zhiqi Shen, Chunyan Miao, Zhiqiang Liu, Yuan Miao, “Fuzzy Cognitive Map
Learning Based on Multi-Objective Particle Swarm Optimization”, The Genetic
and Evolutionary Computation Conference (GECCO 2007),
58.
Maryam Ashoori, Chunyan Miao, Zhiqi
Shen, Eck Soon Goh and Narges Zarabi,
59.
Hengjie Song, Chunyan
Miao, Zhiqi Shen, Guopeng Zhao, The Multi-Agent Data Collection in HLA-based
Simulation System, The 21st International Workshop on Principles of Advanced and Distributed Simulation
(PADS 2007),
San Diego, California, USA, June 12-15, 2007.
[pdf]
60. Bo An, Chunyan Miao and Zhiqi Shen, Market Based Resource Allocation With Incomplete Information, the Twentieth International Joint Conference on Artificial Intelligence (IJCAI07), Hyderabad, India, 6-12 January, 2007. [pdf]
61. Yundong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, A Hybrid of Plot-based and Character-based Interactive Storytelling, The 2nd International Conference of E-Learning and Games (Edutainment 2007), Lecture Notes in Computer Science (LNCS), Vol. 4469/2007, Springer, Hong Kong, June 11-13, 2007. [pdf]
62.
Zhiqi Shen,
63.
Chao
Boon Teo,
64.
Chunyan Miao, Jiahshu Weng, Angela Goh,
Zhiqi Shen and Bo An, Fuzzy Cognitive Maps for Dynamic Grid Services
Negotiation, Multiagent and Grid Systems an International
Journal, Vol. 2, No. 2, pp. 101-114, September 2006. [pdf]
65. Zhiqi Shen, Chunyan Miao, Yuan Miao, Xuehong Tao and Robert Gay, A Goal-oriented Approach to Goal Selection and Action Selection, IEEE International Conference on Fuzzy Systems, 2006 IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 16-21 July, 2006. [pdf]
66. Zhiqi Shen, Chunyan Miao and Robert Gay, A Goal-oriented Approach to Agent Identification and Coordination, H-AAMAS Workshop: Hierarchical Autonomous Agents and Multi-Agent Systems, in the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Future University, Hakodate, Japan, 8 - 12 May, 2006. [pdf]
67.
Xuehong Tao, Yuan Miao, Zhiqi Shen,
Chunyan Miao and Nicola Yelland, Interest Based Negotiation Automation, 2006 International Conference on Intelligent
Computing, Lecture Notes in Computer Science, Vol. 4115,
Springer, pp. 211 – 222,
Kunming, Yunnan, China, 16-19 August, 2006. [pdf]
68. Bo An, Chunyan Miao, Zhiqi Shen and Daijie Cheng, Fuzzy Constraint Based Negotiation Under Time Pressure, the Fourth IEEE Conference on Industrial Informatics (INDIN 2006), Singapore, August 16-18, 2006. [pdf]
69. Yuan Miao , XueHong Tao , ZhiQi Shen, ZhiQiang Liu and ChunYan Miao, The Equivalence of Cognitive Map, Fuzzy Cognitive Map and Multi Value Fuzzy Cognitive Map, IEEE International Conference on Fuzzy Systems, 2006 IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 16-21 July, 2006. [pdf]
70. Heng-Jie Song, Chun-Yan Miao, Zhi-Qi Shen and Yuan Miao, Probabilistic Fuzzy Cognitive Map, IEEE International Conference on Fuzzy Systems, 2006 IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 16-21 July, 2006. [pdf]
71. Yundong Cai, Chunyan Miao, Ah Hwee Tan and Zhiqi Shen, Fuzzy Cognitive Goal Net for Interactive Storytelling Plot Design, ACM SIGCHI International Conference on Advances in Computer Entertainment Technology (ACM SIGCHI ACE 2006), Hollywood, USA, 14-16 June, 2006. [pdf]
72. Jianshu Weng, Chunyan Miao, Angela Goh, Zhiqi Shen and Robert Gay, Trust-based Agent Community for Collaborative Recommendation, the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Future University, Hakodate, Japan, 8 - 12 May, 2006. [pdf]
73. Bo An, Kwang Mong Sim, Liang Gui Tang, Chunyan Miao, Zhiqi Shen and Daijie Cheng, Negotiation Agents’ Decision Making Using Markov Chains, the 2nd International Workshop on Rational, Robust, and Secure Negotiations in Mutli-Agent Systems, the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Future University, Hakodate, Japan, 8 - 12 May, 2006. [pdf]
74.
Zhiqi Shen, Robert Gay, Chunyan Miao, Tin
Wee Tan, Chong Sean Kuay and Hui Mien Lee, Process Modeling and Automated Execution for Bio-Manufacturing, International Journal of Information
Technology, Vol. 12,
No. 1, pp. 37 – 48, 2005. [pdf]
75.
Zhiqi Shen, Huimien Lee, Chunyan Miao, Meena Sakharkar,
Robert Gay, and Tinwee Tan, Process Integration for Bio-manufacturing Grid, Grid Computing in Life Sciences: Proceedings
of the 2nd International Life Science Grid Workshop, LSGRID 2005, pp. 220-234,
Biopolis, Singapore, 5-6 May 2005. [pdf]
76. Zhiqi
Shen, Dongtao Li, Chunyan Miao and Robert Gay, Goal-oriented Methodology for Agent System Development, the 2005 IEEE/WIC/ACM International
Conference on Intelligent Agent Technology (IAT’05),
77. Hui Mien Lee, Zhiqi Shen, Robert Kheng Leng Gay, Chunyan Miao, Tin Wee Tan, Chong Suan Kuay and Luying Xiong, Integrated BioManufacturing Workflow Design and Implementation: From R&D to Diagnostic Kits, The 31st Annual Conference of the IEEE Industrial Electronics Society, Raleigh, North Carolina, USA, November 6 – 10 2005. [pdf]
78.
Dongtao Li, Zhiqi Shen, Yuan Miao,
79. Chong
Sean Kuay, Zhiqi Shen, Robert Gay and Chunyan Miao, Goal Net Agent Framework
for Web Service Integration, in The IASTED International Conference on Web
Technologies, Applications, and Services (WTAS 2005), Calgary, Alberta, Canada,
July 4-6, 2005. [pdf]
80. Bo An, Chunyan Miao, Zhiqi Shen, Yuan Miao, and Daijie Cheng, Transitive Dependence Based Formation of Virtual Organizations, the 2005 IEEE International Conference on Computational Intelligence and Security (CIS), Lecture Notes in Artificial Intelligence, Springer, pp.375-380, December 12 – 15, 2005. [pdf]
81. Zunliang Yin, Chunyan Miao, Yuan Miao and Zhiqi Shen, Actionable Knowledge Model for GUI Regression Testing, the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’05), Compiegne, France, September 19 - 22, 2005. [pdf]
82. Zhonghua Yang, Robert Gay, Chunyan Miao, Jing-Bing Zhang, Zhiqi Shen and Liqun Zhuang, Automating Integration of Manufacturing Systems and Services: A Semantic Web Services Approach, The 31st Annual Conference of the IEEE Industrial Electronics Society, Raleigh, North Carolina, USA, November 6 – 10 2005. [pdf]
83. Zhiqi Shen, Robert Gay and Yuan Miao, “Agent-based E-Learning System – a Goal-based Approach”, Business and Technology of the New Millennium, Ed. C. T. Leondes, Kluwer Academic Press International, Vol. 3, Chapter 6, 2004.
84. Zhiqi Shen, Chunyan Miao, Robert Gay and Qiong Wang, Goal-oriented Modeling for Agent Mediated E-Learning Grid, Proceedings of the 8th International Conference on Control, Automation, Robotics and Vision (ICARCV 2004), Kunming, Yunnan, China, December 6 - 9, 2004. [pdf]
85. Zhiqi Shen, Chunyan Miao and Robert Gay, Goal Autonomous Agent Architecture, Proceedings of the 28th Annual International Computer Software and Applications Conference (COMPSAC 2004), Hong Kong, China, September 28 - 30, 2004. [pdf]
86.
Zhiqi Shen,
87.
Zhiqi Shen, Chunyan Miao, Angela Goh and Robert
Gay, Agent Mediated Grid Services in eLearning, Proceedings of the IEEE International Symposium on Cluster
Computing and the Grid (CCGrid 2004),
88. Zhiqi
Shen and Robert Gay, Goal-Based Intelligent Agents, International Journal of Information Technology, Vol 9, No. 1, pp. 19-30, 2003. [pdf]
89. Yuan Miao, Zhi-Qiang Liu, Xue Hong Tao, Zhi Qi Shen and Chun Wen Li, Simplification, Merging and Division of Fuzzy Cognitive Maps, International Journal of Computational Intelligence and Applications, Vol. 2, No. 2, pp. 185-208, 2002. [pdf]
90. Zhiqi Shen, Robert Gay, Xiang Li and Zhonghua Yang, An Agent Approach for Intelligent Business Forecasting, Chapter of Intelligent Systems: Technology and Applications, Volume V: Manufacturing, Industrial and Management Systems, C. T. Leondes Eds, CRC Press/Lewis Publishers, Boca Raton, FL, USA, 2002. [pdf]
91.
Zhiqi Shen and Robert Gay, Goal-based Modeling
for Intelligent Business Forecasting Agents, Proceedings of the First International Conference on Fuzzy Systems and
Knowledge Discovery (FSKD2002),
92.
Zhiqi Shen and Robert Gay, Agent Oriented
Business Forecasting, Proceedings of the
Pacific Asian Conference on Intelligent Systems (PAIS2001),
93. Xuehong Tao, Chunyan Miao, Zhiqi Shen, Yuan Miao, and Qinghai Miao, A polynomial algorithm for knowledge base revision, the IEEE Pacific Rim Conference on Communications, Computers and signal Processing, 2001, (PACRIM. 2001), Vol. 2, pp. 719 – 723, 26-28 August 2001.
94. Yuan Miao, Robert Gay, Chee Kheong Siew and Zhi Qi Shen, Extracting Features of Human Knowledge Systems for Active Knowledge Management Systems, Proceedings of the Pacific Asian Conference on Intelligent Systems (PAIS2001), Seoul, Korea, 16-17 November, 2001.
95.
Zhiqi Shen, Xiang Li, Robert Gay, Yuan Miao,
Zhonghua Yang, An Intelligent Agent Architecture for Business Forecasting, International ICSC Symposium on Multi-Agents
and Mobile Agents in Virtual Organizations and E-Commerce (MAMA'2000), International Congress on Intelligent
Systems And Applications (ISA'2000), Wollongong, Australia, 11-15 Dec. 2000.
96.
Zhiqi Shen, Robert Gay, Yuan Miao, Intelligent
Forecasting Agent, The 20th International
Symposium on Forecasting,
97. Yuan Miao, Qinghai Miao, Zhiqi Shen, Dejun Zhang, Xinghua Zhang, and Lieyong Yang, Uniformity of Active Region Temperature and I-V Curves, Proceedings of the Canadian Conference on Electrical and Computer Engineering (CCECE 2000), Halifax, Nova Scotia, Canada, Vol. 2, pp. 806-810, May 710, 2000.
98. Chunyan Miao, Angela Goh, Yuan Miao, and Zhiqi Shen, A Framework for Multi-Agent Reasoning and Co-Ordination, Proceedings of the Third International Conference on Artificial Intelligence and Soft Computing (ASC'2000), Banff, Canada, 24 Jul. 2000.
99. Paul Wu, Zhiqi Shen, Shuang Guo, Hwee Boon Low, Technologies in Meta-Information Management and Service - A Study on Multilingual Friendly Directory Inquiry System, Proceedings of the Pacific Asia Conference on Expert Systems and International Conference on Intelligent Systems PACES/SPICIS 97, Singapore, February 24 - 27, 1997.
Thesis
1. Zhiqi Shen, Goal Oriented Modeling for Intelligent Software Agents and their Applications, Ph.D. Thesis, ICIS/School of EEE, Nanyang Technological University, Singapore, February, 2005. [pdf]
2. Zhiqi Shen, Intelligent Controller, an Expert System, M.Eng. Thesis, Institute of Microcomputer Theory & Applications, Beijing Polytechnic University, Beijing, China, July 1989.
3.
Zhiqi Shen, A Lisp Tutor, B.Sc. Thesis,