Publications 2015-2016

Journal Papers

  1. #C. Miao, H. Yu*, Z. Shen, and C. Leung, “A Budget-aware Reputation-based Decision Support Approach for Mobile Crowdsourcing,” Decision Support Systems (DSS), in press.
  2. #H. Song*, Y. Xu, H. Min, Q. Wu*, W. Wei^, J. Weng*, X Han*, Q. Yang, J. Shi, J. Gu, C. Miao, and N. Toyoaki, “Individual Judgments Versus Consensus: Estimating Query-URL Relevance,” ACM Transactions on the Web (TWEB) 10, no. 1,pp. 21, January 2016
  3. #Y. Liu*, M. Wu*, C. Miao, P. Zhao, X. Li, “Neighborhood Regularized Logistic Matrix Factorization for Drug-target Interaction Prediction,” PLOS Computational Biology, 2016 (in press)
  4. #Y. Chen^, H. Yu*, C. Miao, “Using Motor Patterns for Stroke Detection,” Science, accepted.
  5. #W. Wei^, Cong; C. Miao, “Learning to Find Topic Experts in Twitter via Different Relations,” IEEE Transactions on Knowledge and Data Engineering, 2015, in press.
  6. #P. Wu^, Hoi, P. Zhao, C. Miao, “Online Multi-modal Distance Metric Learning with Application to Image Retrieval,” IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016, in press.
  7. #H. Chen^, J. Wang*, C. Miao, “Block-Level Unitary Query: Enabling Orthogonal-like Space-time Code with Query Diversity for MIMO Backscatter RFID,” IEEE Transactions on Wireless Communications, in press, 2016.
  8. Meng*, C. Leung, and C. Miao, “Towards Online and Personalized Daily Activity Recognition, Habit Modelling, and Anomaly Detection for the Solitary Elderly Through Unobtrusive Sensing,” Multimedia Tools and Applications, accepted, 2015.
  9. #P. Cheng*, C. Miao, Y. J. Liu, Y. He, “Solving the initial value problem of discrete geodesics,” Computer-Aided Design, vol. 70, pp.144-152, January 2016.
  10. #M. Huang*, Y. Chen^, W. Ji^, C. Miao, “Accurate and Robust Moving-Object Segmentation for Telepresence Systems,” ACM Transactions on Intelligent Systems and Technology (TIST), vol. 6 (2), pp.17, March 2015.

Conference Papers

AAAI

  1. Yu*, C. Miao, S. Liu, C. Leung, “Productive Aging through Intelligent Personalized Crowdsourcing,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016 (accepted ).
  2. Yu*, C. Miao, Z. Shen, J. Lin, and C. Leung, “Infusing Human Factors into Algorithmic Crowdsourcing,” in Proceedings of the 28th Conference on Innovative Applications of Artificial Intelligence (IAAI’16), 2016 (accepted ).
  3. Pan*, C. Miao, H. Yu, and C. Leung, “Efficient Collaborative Crowdsourcing,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016 (accepted ).
  4. #H. Yu*, C. Miao, Z. Shen, C. Leung, Y. Chen^, and Q. Yang, “Efficient Task Sub-delegation for Crowdsourcing,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’15), 2015, pp. 1305-1312.
  5. #Y. Liu, P. Zhao, A. Sun, C. Miao, “A boosting algorithm for item recommendation with implicit feedback,” in Proceedings of the 24th International Conference on Artificial Intelligence (AAAI’15), 2015, pp. 1792-1798.

 

AAMAS

  1. #D. Wang, A. Tan, C. Miao, “Modeling Autobiographical Memory in Human-Like Autonomous Agents,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Full Paper)).
  2. #Q. Guo*, B. An, Y. Vorobeychik, L. Tran-Thanh, J. Gan, C. Miao, “Coalitional Security Games,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Full Paper)).
  3. #Y. Xiong, J. Gan, B. An, C. Miao, “Optimal Pricing for Efficient Electric Vehicle Charging Station Management,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Full Paper)).
  4. Sun, Y. Shi, Q. Li, L. Cui, H. Yu*, C. Miao, “A Hybrid Approach for Detecting Fraudulent Medical Insurance Claims,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Extended Abstract)).
  5. #J. Gan*, B. An, C. Miao, “Optimizing Efficiency of Taxi Systems: Scaling-up and Handling Arbitrary Constraints,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 523-531.
  6. Yu*, C. Miao, Z. Shen, and C. Leung, “Quality and Budget aware Task Allocation for Spatial Crowdsourcing,” in Proceedings of the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 1689-1690.
  7. Yu*, H. Lin^, S.F. Lim*, J. Lin*, Z. Shen, and C. Miao, “Empirical Analysis of Reputation aware Task Delegation by People from a Multi-agent Game,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 1687-1688 .

IJCAI

  1. #Y. Kang, A.-H. Tan, and C. Miao, “An Adaptive Computational Model for Personalized Persuasion,” in Proceedings of the International Conference on Artificial Intelligence (IJCAI’15), 2015, pp. 61-67.
  2. #Y. Xiong, J. Gan, B. An, C. Miao, A. Bazzan, “Optimal electric vehicle charging station placement,” in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI’15), 2015, pp. 2662-2668.

 

WI-IAT

  1. #Q. Wu* and C. Miao, “Modeling Curiosity in Virtual Companions to Improve Human Learners’ Learning Experience,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 59–66.
  2. #S. Hao*, C. Miao, S. Hoi, and P. Zhao, “Active Crowdsourcing for Annotation,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15),2015, pp. 1-8.
  3. #S. Liu*, C. Miao, Y. Liu, “An Incentive Mechanism to Elicit Truthful Opinions for Crowdsourced Multiple Choice Consensus Tasks,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 96-103.
  4. Yu*, C. Miao, C. Leung, and C.T. Salmon, “Modelling Composite Emotions in Affective Agents,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 223-224.
  5. Pan*, C. Miao, H. Yu, C. Leung, and J.J. Chin, “The Effects of Familiarity Design on the Adoption of Wellness Games by the Elderly,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 387-390.

CIKM/AIED/ ICEC/ICMR

  1. #S. Hao*, P. Zhao, S. Hoi, C. Miao, “Learning Relative Similarity from Data Streams: Active Online Learning Approaches,” in Proceedings of the 24th ACM International on Conference on Information and Knowledge Management (CIKM’15), 2015, pp. 1181-1190.
  2. Aliya*, C Miao, S. Lim, “Teachable Agents with Intrinsic Motivation,” in Proceedings of the International Conference on Artificial Intelligence in Education (AIED), 2015, pp. 34-43.
  3. Liu*, C. Miao, Y. Liu, “A Reputation Revision Mechanism to Mitigate the Negative Effects of Misreported Ratings,” in Proceedings of the 17th International Conference on Electronic Commerce (ICEC’15), 2015.
  4. Meng^, A. H. Tan, and C. Miao, “Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections,” in Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), 2015, pp. 219-226.
  5. Shen, H. Zhang, Q. Wu, J. C. Leung, K. H. Pang, H. Yu*, and C. Miao, “Aging in-Place: From Unobtrusive Sensing to Graceful Aging,” in Proceedings of the 24th Annual John K. Friesen Gerontology Conference (Harnessing Technology for Aging-in-Place), 2015.

Demo Papers

AAAI

  1. Miao, C. Leung, H. Yu, DWQ Ng, H. Zhang, Q. Wu, F. Xiao, Y. Qiu, J. Leung, “AI for Aging in-Place,” in Proceedings of the 9th AAAI Video Competition (AAAI’15), 2015.
  2. Shen, H. Yu, C. Miao, S. Li, and Y. Chen, “Multi-Agent System Development MADE Easy,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016.
  3. Shi, C. Sun, Q. Li, L. Cui, H. Yu*, and C. Miao, “A Fraud Resilient Medical Insurance Claim System,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016.

AAMAS

  1. Lin*, H. Yu*, C. Miao, and Z. Shen, “An Affective Agent for Studying Composite Emotions,” in Proceedings of the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 1947-1948.

WI-IAT

  1. Pan*, C. Miao, Benny Toh Hsiang Tan, H. Yu, and C. Leung, “Agent Augmented Inter-generational Crowdsourcing,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 237-238.
  2. Lin^, J. Hou*, H. Yu*, Z. Shen, and C. Miao, “An Agent-based Game Platform for Exercising People’s Prospective Memory,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 235-236.


Publications (Full List)

In the last 5 years, I have contributed significantly to NTU’s and SCE’s research profiles with over 120 peer-reviewed research publications, including 33 journal papers (Science, IEEE and ACM Journals etc.), and 91 conference papers, 2 book chapters, 1 edited book and 13 technology disclosures/patents filed.

Journals (In Chronological Order)

  1. #C. Miao, H. Yu*, Z. Shen, and C. Leung, “A Budget-aware Reputation-based Decision Support Approach for Mobile Crowdsourcing,” Decision Support Systems (DSS), in press.
  2. #H. Song*, Y. Xu, H. Min, Q. Wu*, W. Wei^, J. Weng*, X Han*, Q. Yang, J. Shi, J. Gu, C. Miao, and N. Toyoaki, “Individual Judgments Versus Consensus: Estimating Query-URL Relevance”. ACM Transactions on the Web (TWEB) 10, no. 1,pp. 21, January 2016
  3. #Y. Liu*, M. Wu*, C. Miao, P. Zhao, X. Li, “Neighborhood Regularized Logistic Matrix Factorization for Drug-target Interaction Prediction,” PLOS Computational Biology, 2016 (in press)
  4. #W. Wei^, G. Cong, C. Miao, “Learning to Find Topic Experts in Twitter via Different Relations,” IEEE Transactions on Knowledge and Data Engineering, 2016 (in press)
  5. #P. Wu^, S. Hoi, P. Zhao, C. Miao, “Online Multi-modal Distance Metric Learning with Application to Image Retrieval,” IEEE Transactions on Knowledge and Data Engineering, 2016 (in press)
  6. #Y. Chen^, H. Yu*, C. Miao, “Using Motor Patterns for Stroke Detection,” Science, 2016 (in press)
  7. #H. Chen^, J. Wang*, C. Miao, “Block-Level Unitary Query: Enabling Orthogonal-like Space-time Code with Query Diversity for MIMO Backscatter RFID,” IEEE Transactions on Wireless Communications, 2016 (in press)
  8. #P. Cheng*, C. Miao, Y. J. Liu, Y. He, “Solving the initial value problem of discrete geodesics,” Computer-Aided Design, vol. 70, pp. 144-152, January 2016
  9. Meng*, C. Miao, and C. Leung, “Towards Online and Personalized Daily Activity Recognition Habit Modelling and Anomaly Detection for the Solitary Elderly Through Unobtrusive Sensing,” Multimedia Tools and Applications, 2015 (in press)
  10. #M. Huang*, Y. Chen^, W. Ji^, C. Miao, “Accurate and Robust Moving-Object Segmentation for Telepresence Systems,” ACM Transactions on Intelligent Systems and Technology, vol. 6, no. 2, pp. 17, March 2015
  11. #H. Yu*, Z. Shen, C. Miao, B. An, and C. Leung, “Filtering trust opinions through reinforcement   learning,” Decision Support Systems, vol. 66, pp.102–113, October 2014.
  12. #H. Dong*, B. He, and C. Miao. “A Survey of Resource Management in Multi-Tier Web Applications”, IEEE Communications Surveys and Tutorials, vol. 16, pp.1574-1590, January 2014.
  13. #X. Han*, W. Wei^, C. Miao, J. P. Mei*, and H. Song*, “Context aware personal information retrieval from multiple social networks,” IEEE Computational Intelligence Magazine, 9, no. 2, pp. 18–28, May 2014.
  14. #H. Zhong*, C. Miao, Z. Shen and Y. Feng^, “Comparing the Learning Effectiveness of BP, ELM, I-ELM, and SVM for Corporate Credit Ratings.” Neurocomputing, vol. 128, pp.285-295, 2014.
  15. #S. Liu*, Jie Zhang, C. Miao, Y.-L. Theng and A. C. Kot, “An Integrated Clustering-Based Approach to Filtering Unfair Multi-Nominal Testimonies”, Computational Intelligence, vol. 30, no. 2, pp. 316–341, May 2014.
  16. #Q. Wu*and Chunyan Miao, “Modeling Curiosity-Related Emotions for Virtual Peer Learners”, IEEE Computational Intelligence Magazine, 8(2):50-62, 2013.
  17. #Q. Wu*and C. Miao, “Curiosity: From Psychology to Computation,” ACM Computing Surveys, 46, no. 2, 18, 2013.
  18. Z. Zhao*, C. Miao, M. Ma, Y. Cheng, “A Self-Adaptable Energy-Efficient Medium Access Control Protocol for Wireless Sensor Networks”, Wireless Personal Communications, vol. 68, no. 4, pp. 1287-1315, 2013.
  19. #P. Li*, X. Luo*, X. Meng, C. Miao, M.a He and X. Guo. “A Two‐Stage Win–Win Multiattribute Negotiation Model: Optimization and Then Concession. “Computational Intelligence, vol. 29, pp.577–626, 2013.
  20. Zhang*, X. Luo*, C. Miao, Z. Shen and J. You^. “Adaptive Goal Selection for Agents in Dynamic Environments.” Knowledge and Information Systems, vol. 37, no. 3, pp 665-692, 2013.
  21. Yu*, Z. Shen, C. Leung, C. Miao and V. R Lesser. “A Survey of Multi-Agent Trust Management Systems.” IEEE Access, vol. 1 pp 35-50, 2013.
  22. Liu*, Z. Shen, J. Mei*, and J. Jun^, “Parkinson’s disease predictive analytics through a pad game based on personal data,” International Journal of Information Technology (IJIT), vol. 19, no. 2, pp. 1–17, 2013.
  23. Jun Ji^, Han Yu*, Boyang Li*, Zhiqi Shen, Chunyan Miao. Learning Chinese Characters with Gestures, International Journal of Information Technology (IJIT), 19, no. 01, 2013.
  24. Jun Lin*, Zhiqi Shen, Ailiya*, Chunyan Miao. An Affective Model for Inter-generational Social Games, International Journal of Information Technology (IJIT), 19, no. 01, 2013.
  25. Han Yu*, Zhiqi Shen, Chunyan Miao. Towards Health Care Service Ecosystem Management for the Elderly, International Journal of Information Technology (IJIT), 19, no. 02, 2013.
  26. #Y. Z. Zhao*, C. Miao, M. Ma, J. Bing Zhang and C. Leung, “A Survey and Projection on Medium Access Control Protocols for Wireless Sensor Networks”, ACM Computer Survey, vol. 45. no.1, 2012.
  27. #X. Luo*, C. Miao, N. Jennings, M. He, Z. Shen, and M. Zhang, “KEMNAD: A Knowledge Engineering Methodology for Negotiating Agent Development’, Computational Intelligence, vol. 28, pp. 51-105, 2012.
  28. Peng Cheng*, Han Yu*, Zhiqi Shen, Zhiqiang Liu, Chunyan Miao. An Interactive 3D Product Design Tool for Mobile Pre-commerce Environments, International Journal of Information Technology (IJIT), 18, no. 02, 2012.
  29. Jun Lin*, Chunyan Miao, Wei Sun. Engaging Students in Active Learning by Introducing Game Development into Software Engineering, International Journal of Information Technology (IJIT), 17, no. 02, 2011.
  30. #Z. Man, K. Lee, D. Wang*, Z. Cao and C. Miao. “A New Robust Training Algorithm for a Class of Single-Hidden Layer Feedforward Neural Networks.” Neurocomputing, 74, no. 16, pp. 2491-2501, 2011.
  31. #H. Song*, W. Roel, C. Miao, M. D‘Hondt, Z. Shen, and C. Francky, “An Extension to Fuzzy Cognitive Maps for Classification and Prediction”, IEEE Transactions on Fuzzy System, vol. 19, pp. 116-136, Feb. 2011.
  32. Shen, H. Yu*, and C. Miao, “Trust based Web Service Selection in Virtual Communities,” International Journal of Web Intelligence and Agent Systems, vol. 9, pp. 227-238, 2011.
  33. #H. Song*, C. Miao, W. Roel, M. D‘Hondt, Z. Shen, and C. Francky, “A probabilistic fuzzy approach to modeling nonlinear systems,” Neurocomputing, 74, pp. 1008-1025, 2011.
  34. Qin*, C. Leung, C. Miao and Z. Shen, “Resource Allocation in a Cognitive Radio System with Imperfect Channel State Estimation,” Journal of Electronic and Computer Engineering, vol. 2010, no. 29, 2010.
  35. Huang*, Z. Shen, C. Miao, and C. Leung, “Resource Allocation in MU-OFDM Cognitive Radio Systems with Partial Channel State Information.”, EURASIP Journal on Wireless Communications and Networking, Springer, vol. 2010, no. 12, 2010
  36. Ailiya*, Z. Shen, C. Miao, “An Emotional Agent in Virtual Learning Environment.”, Transactions on Edutainment, Springer, vol. 4, pp.22-33, 2010.
  37. #H. Song*, C. Miao, Z. Shen, et al, “Design Fuzzy Cognitive Maps Using Neural Networks for Predicting Chaotic Time Series,” Neural Networks, vol. 23, no.10, pp. 1264-1275, 2010.
  38. #Y. Zhao*, C. Miao and D. Ma, “An energy-efficient and low-latency MAC protocol with Adaptive Scheduling for multi-hop wireless sensor networks,” Computer Communications, vol. 33, pp. 1452-1461, 2010.
  39. #H. Yu*, Z. Shen, C. Miao, C. Leung and D. Niyato, “A Survey of Trust and Reputation Management Systems in Wireless Communications,” Proceedings of the IEEE, 98, pp. 1755-1772, 2010.
  40. #Y. Cai*, C. Miao, A. Tan, Z. Shen, and B. Li*, “Creating an Immersive Game World with Evolutionary Fuzzy Cognitive Maps,” IEEE Computer Graphics and Applications, vol. 30, no. 2, pp. 58-70, 2010.
  41. #Y. Miao, C. Miao, X. Tao, Z. Shen, and Z. Liu, “Transformation of Cognitive Maps,” IEEE Transactions on Fuzzy systems, vol. 18, no. 1, pp. 114-124, 2010.
  42. #H. Song*, C. Miao, Z. Shen “Implementation of Fuzzy Cognitive Maps based on Fuzzy Neural Network and Application in Prediction of Time Series,” IEEE Transactions on Fuzzy Systems, vol. 18, no. 2, pp. 233-250, 2010.
  43. #J. Weng*, Z. Shen, C. Miao, A. Goh and C. Leung, “Credibility: How Agents Can Handle Unfair Third-party Testimonies in Computational Trust Models,” IEEE Transactions on Knowledge and Data Engineering, vol.22, no.9, pp.1286-1298, 2010.
  44. Huang*, Z. Shen, C. Miao and C. Leung, “Fitness landscape analysis for resource allocation in multiuser OFDM based cognitive radio systems,” ACM SIGMOBILE Mobile Computing and Communications Review, vol. 13,No. 2, pp. 26-36, 2009. T. Qin*, H. Yu*, C. Leung, Z. Shen and C. Miao, “Towards a Trust Aware Cognitive Radio Architecture, Special No. on Cognitive Radio Technologies and Systems”,ACM SIGMOBILE Mobile Computing and Communications Review, vol. 13, no.2, pp. 86-95 2009.
  45. Ashoori*, C. Miao, and Z. Shen, “Pedagogical Agents for Personalized Multi-user Virtual Environments,” International Journal of Engineering Education, vol. 25, no. 4, pp. 772-776, 2009.
  46. #J. Liu, Y. Chen^, C. Miao, J. Xie, “Semi-Supervised Learning in Reconstructed Manifold Space for 3D Caricature Generation,” Computer Graphic Forum, vol. 28, no. 8, pp.2104-2116, 2009.
  47. #H. Song*, C. Miao, Z. Shen, and Y. Miao, “A fuzzy neural network with fuzzy impact grades,” Neurocomputing, 72, no. 13-15, pp. 3098-3122, 2009.
  48. Song*, C. Miao, Z. Shen and Y. Miao, “Fuzzy Cognitive Map Learning Based on Multi-Objective Particle Swarm Optimization”, International Journal of Computational Cognition, vol.6, no.3, pp. 51-59, 2008.
  49. Leong*, C. Miao, and B. Lee, “Survey of agent-oriented software engineering for service-oriented computing,” International Journal of Web Engineering and Technology, vol. 4, no. 3, pp. 367-385, 2008.
  50. Yu*, Z. Shen, and C. Miao, “A goal-oriented development tool to automate the incorporation of intelligent agents into interactive digital media applications,” ACM Computers in Entertainment, vol. 6, no. 2, Article no.24, 2008.
  51. An*, K. Sim, C. Miao, and Z. Shen, “Decision making of negotiation agents using markov chains,” International Journal of Multiagent and Grid Systems, vol. 4, no. 1, pp. 5-23, 2008.
  52. #B. An*, Z. Shen, and C. Miao, “Algorithms for transitive dependence based coalition formation,” IEEE Transactions on Industrial Informatics, vol. 3, no. 3, pp. 234-245, 2007.
  53. #C. Miao, Q. Yang, H. Fang*, and A. Goh, “A cognitive approach for agent-based personalized recommendation,” Knowledge-Based Systems, vol. 20, no. 4, pp. 397-405, 2007.
  54. Miao, J. Weng*, A. Goh, Z. Shen, and B. An*, “Fuzzy cognitive maps for dynamic grid service negotiation,” International Journal of Multiagent and Grid Systems, vol. 2, no. 2, pp. 101-114, 2006.
  55. Shen, C. Miao, R. K. L. Gay, and D. Li*, “Goal-oriented methodology for agent system development,” IEICE Transactions on Information and Systems, vol. E89-D, no. 4, pp. 1413-1420, 2006.
  56. Weng*, C. Miao, and A. Goh, “An entropy-based approach to protecting rating systems from unfair testimonies,” IEICE Transactions on Information and Systems, vol. E89-D, no. 9, pp. 2502-2511, 2006.
  57. An*, C. Miao, and D. Cheng, “A coalition formation framework based on transitive dependence,” IEICE Transactions on Information and Systems, vol. E88-D, no. 12, pp. 2672-2680, 2005.
  58. Shen, R. Gay, C. Miao, T. Tan, C. Kuay, and H. Lee, “Process modeling and automated execution for bio-manufacturing,” International Journal of Information Technology, vol. 12, no. 1, pp. 37-48, 2005.
  59. Miao, Z. Liu, Y. Miao, and A. Goh, “Dynamic causal multi-agent infrastructure in large decision support system,” International Journal of Fuzzy Systems, vol. 5, no. 3, pp. 184-193, 2003.
  60. #C. Miao, A. Goh, and Z. Yang, “Agent that models, reasons and makes decisions,” Knowledge-Based Systems, vol. 15, no. 3, pp. 203-211, 2002.
  61. Miao, A. Goh, Y. Miao, and Z. Yang, “A dynamic inference model for intelligent agent,” International Journal of Software Engineering & Knowledge Engineering, vol. 11, no. 5, pp. 509-528, 2001.
  62. #Y. Miao, Liu, and C. Miao, “Dynamical cognitive network, an extension of fuzzy cognitive maps,” IEEE Transactions on Fuzzy Systems, vol. 9, no. 5, pp. 760-770, 2001.

 

Conference Papers

I have contributed significantly to NTU’s and SCE’s research profiles with 86 research publications in top AI conferences, including AAAI(16), AAMAS(28),IJCAI(4),IAT(21), CIKM(4).

  1. #D. Wang, A. Tan, C. Miao, “Modeling Autobiographical Memory in Human-Like Autonomous Agents,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Full Paper)).
  2. #Q. Guo*, B. An, Y. Vorobeychik, L. Tran-Thanh, J. Gan, C. Miao, “Coalitional Security Games,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Full Paper)).
  3. #Y. Xiong, J. Gan, B. An, C. Miao, “Optimal Pricing for Efficient Electric Vehicle Charging Station Management,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Full Paper)).
  4. Sun, Y. Shi, Q. Li, L. Cui, H. Yu*, C. Miao, “A Hybrid Approach for Detecting Fraudulent Medical Insurance Claims,” in Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’16), 2016 (accepted (Extended Abstract)).
  5. Yu*, C. Miao, S. Liu, C. Leung, “Productive Aging through Intelligent Personalized Crowdsourcing,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016 (accepted ).
  6. Yu*, C. Miao, Z. Shen, J. Lin, and C. Leung, “Infusing Human Factors into Algorithmic Crowdsourcing,” in Proceedings of the 28th Conference on Innovative Applications of Artificial Intelligence (IAAI’16), 2016 (accepted ).
  7. Pan*, C. Miao, H. Yu, and C. Leung, “Efficient Collaborative Crowdsourcing,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016 (accepted ).
  8. Shi, C. Sun, Q. Li, L. Cui, H. Yu*, and C. Miao, “A Fraud Resilient Medical Insurance Claim System,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016.
  9. Shen, H. Yu, C. Miao, S. Li, and Y. Chen, “Multi-Agent System Development MADE Easy,” in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI’16), 2016.
  10. Liu*, C. Miao, Y. Liu, “A Reputation Revision Mechanism to Mitigate the Negative Effects of Misreported Ratings,” in Proceedings of the 17th International Conference on Electronic Commerce (ICEC’15), 2015.
  11. Meng^, A. H. Tan, and C. Miao, “Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections,” in Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), 2015, pp. 219-226.
  12. Shen, H. Zhang, Q. Wu, J. C. Leung, K. H. Pang, H. Yu*, and C. Miao, “Aging in-Place: From Unobtrusive Sensing to Graceful Aging,” in Proceedings of the 24th Annual John K. Friesen Gerontology Conference (Harnessing Technology for Aging-in-Place), 2015.
  13. Aliya*, C Miao, S. Lim, “Teachable Agents with Intrinsic Motivation,” in Proceedings of the International Conference on Artificial Intelligence in Education (AIED), 2015, pp. 34-43.
  14. #Q. Wu* and C. Miao, “Modeling Curiosity in Virtual Companions to Improve Human Learners’ Learning Experience,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 59–66.
  15. #S. Hao*, C. Miao, S. Hoi, and P. Zhao, “Active Crowdsourcing for Annotation,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 1-8.
  16. #S. Liu*, C. Miao, Y. Liu, “An Incentive Mechanism to Elicit Truthful Opinions for Crowdsourced Multiple Choice Consensus Tasks,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 96-103.
  17. Yu*, C. Miao, C. Leung, and C.T. Salmon, “Modelling Composite Emotions in Affective Agents,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 223-224.
  18. Pan*, C. Miao, Benny Toh Hsiang Tan, H. Yu, and C. Leung, “Agent Augmented Inter-generational Crowdsourcing,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 237-238.
  19. Pan*, C. Miao, H. Yu, C. Leung, and J.J. Chin, “The Effects of Familiarity Design on the Adoption of Wellness Games by the Elderly,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 387-390.
  20. Lin^, J. Hou*, H. Yu*, Z. Shen, and C. Miao, “An Agent-based Game Platform for Exercising People’s Prospective Memory,” in Proceedings of the 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’15), 2015, pp. 235-236.
  21. #S. Hao*, P. Zhao, S. Hoi, C. Miao, “Learning Relative Similarity from Data Streams: Active Online Learning Approaches,” in Proceedings of the 24th ACM International on Conference on Information and Knowledge Management (CIKM’15), 2015, pp. 1181-1190.
  22. #Y. Kang, A.-H. Tan, and C. Miao, “An Adaptive Computational Model for Personalized Persuasion,” in Proceedings of the International Conference on Artificial Intelligence (IJCAI’15), 2015, pp. 61-67.
  23. #Y. Xiong, J. Gan, B. An, C. Miao, A. Bazzan, “Optimal electric vehicle charging station placement,” in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI’15), 2015, pp. 2662-2668.
  24. #J. Gan*, B. An, C. Miao, “Optimizing Efficiency of Taxi Systems: Scaling-up and Handling Arbitrary Constraints,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 523-531.
  25. Yu*, C. Miao, Z. Shen, and C. Leung, “Quality and Budget aware Task Allocation for Spatial Crowdsourcing,” in Proceedings of the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 1689-1690.
  26. Lin*, H. Yu*, C. Miao, and Z. Shen, “An Affective Agent for Studying Composite Emotions,” in Proceedings of the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 1947-1948.
  27. Yu*, H. Lin^, S.F. Lim*, J. Lin*, Z. Shen, and C. Miao, “Empirical Analysis of Reputation aware Task Delegation by People from a Multi-agent Game,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’15), 2015, pp. 1687-1688 .
  28. #H. Yu*, C. Miao, Z. Shen, C. Leung, Y. Chen^, and Q. Yang, “Efficient Task Sub-delegation for Crowdsourcing,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’15), 2015, pp. 1305-1312.
  29. #Y. Liu, P. Zhao, A. Sun, C. Miao, “A boosting algorithm for item recommendation with implicit feedback,” in Proceedings of the 24th International Conference on Artificial Intelligence (AAAI’15), 2015, pp. 1792-1798.
  30. Miao, C. Leung, H. Yu, DWQ Ng, H. Zhang, Q. Wu, F. Xiao, Y. Qiu, J. Leung, “AI for Aging in-Place,” in Proceedings of the 9th AAAI Video Competition (AAAI’15), 2015.
  31. #J. Lin*, H. Yu*, Z. Shen, and C. Miao, “Studying task allocation decisions of novice agile teams with data from agile project management tools,” in Proceedings of the ACM/IEEE International Conference on Automated Software Engineering (ASE’14), 2014, pp. 689–694.
  32. Lin*, H. Yu*, Z. Shen, and C. Miao, “Using Goal Net to model user stories in agile software development,” in Proceedings of the IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD’14), 2014, pp. 1–6.
  33. F. Lim*, Ailiya*, C. Miao, and Z. Shen, “Persuasive teachable agent with Goal Net,” in Proceedings of the IEEE International Conference on Advanced Learning Technologies (ICALT’14), 2014, pp. 461–463.
  34. P. Mei*, Y. Wang, L. Chen, and C. Miao, “Incremental fuzzy clustering for document categorization,” in Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’14), 2014, pp. 1518–1525.
  35. Liu*, Z. Shen, M. J. McKeown, C. Leung, and C. Miao, “A fuzzy logic based Parkinson’s disease risk predictor,” in Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE’14), 2014, pp. 1624–1631.
  36. Wu*and C. Miao, “CELM: A curious extreme learning machine for classification problems,” in Proceedings of the International Conference on Extreme learning Machines (ELM’14), 2014, pp. 355–366.
  37. P. Mei*, H. Yu*, Y. Liu*, Z. Shen, and C. Miao, “A social trust model considering trustees’ influence,” in Proceedings of the International Conference on Principles and Practice of MultiAgent Systems (PRIMA’14), 2014, pp. 357-364.
  38. Yang, Q. Wu*, and C. Miao, “OSELM based emotion recognition for empathetic elderly companion,” in Proceedings of the International Conference on Extreme learning Machines (ELM’14), 2014, pp. 331–341.
  39. #Y. Liu*, W.Wei^, A. Sun, and C. Miao, “Exploiting geographical neighborhood characteristics for location recommendation,” in Proceedings of the ACM International Conference on Conference on Information and Knowledge Management (CIKM’14), 2014, pp. 739–748.
  40. #H. Yu*, C. Miao, B. An, Z. Shen, and C. Leung, “Reputation aware task allocation for human trustees,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’14), 2014, pp. 357–364.
  41. Wu*, C. Miao, and B. An, “Modeling curiosity for virtual learning companions,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’14), 2014, pp. 1401–1402.
  42. Yu*, X. Yu*, S. F. Lim*, J. Lin*, Z. Shen, and C. Miao, “A multiagent game for studying human decisionmaking (Demo Paper),” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’14), 2014, pp. 1661–1662.
  43. Gan*, B. An, C. Miao, “An efficient algorithm for taxi system optimization,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’14), 2014, pp. 1465-1466.
  44. Cai*, Z. Shen, S. Liu*, H. Yu*, X. Han*, J. Ji^, M. J. McKeown, C. Leung, and C. Miao, “An agent based game for the predictive diagnosis of Parkinson’s disease (Demo Paper),” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’14), 2014, pp. 1663–1664.
  45. #P. Wu*, Y. Ding, P. Zhao*, C. Miao, and S. Hoi, “Learning relative similarity by stochastic dual coordinate ascent,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’14), 2014, pp. 2142-2148.
  46. Liu*, J. Zhang, H. Yu*, and C. Miao, “Reputation aware continuous double auction,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’14), 2014, pp. 3126-3127.
  47. Liu*, S. Liu*, J. Zhang, H. Fang*, H. Yu*, and C. Miao, “RepRev: Mitigating the negative effects of misreported ratings,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’14), 2014, pp. 3124-3125.
  48. #D Wang*, SCH Hoi, P Wu*, J Zhu, Y He, C Miao, “Learning to Name Faces: A Multimodal Learning Scheme for Search-Based Face Annotation,” in Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval, 2013, pp. 443-452.
  49. #P. Wu*, S. C. H. Hoi, H. Xia, P. Zhao*, D. Wang*, and C. Miao, “Online multimodal deep similarity learning with application to image retrieval,” in Proceedings of the ACM International Conference on Multimedia (MM ’13), 2013, pp. 153–162.
  50. #S. C. H. Hoi, D. Wang*, I. Y. Cheng^, E. W. Lin, J. Zhu, Y. He, and C. Miao, “FANS: Face annotation by searching large scale web facial images,” in Proceedings of the International Conference on World Wide Web Companion (WWW’13), 2013, pp. 317–320.
  51. Lin*, C. Miao, Z. Shen, and W. Sun, “Goal oriented agile unified process (GOAUP): An educational case study,” in Proceedings of the International Conference on Software Engineering and Computer Science (ICSECS’13), 2013, pp. 36-44.
  52. Wu*, Z. Shen, C. Leung, H. Zhang^, Ailiya*, Y. Cai*, and C. Miao, “Internet of things based data driven storytelling for supporting social connections,” in Proceedings of the IEEE International Conference on Internet of Things (iThings’13), 2013, pp. 383–390.
  53. Wu*, Z. Shen, and C. Miao, “Stimulating students curiosity with a companion agent in virtual learning environments,” in Proceedings of the World Conference on Educational Multimedia Hypermedia and Telecommunications, 2013, pp. 2401–2409.
  54. F. Lim*, Ailiya*, C. Miao, and Z. Shen, “The design of persuasive teachable agent,” in Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies (ICALT’13), 2013, pp. 382–384.
  55. F. Lim*, M. Chan, Ailiya*, C. Miao, and Z. Shen, “Persuasive teachable agent user modeling,” in Proceedings of the IEEE International Conference on Advanced Learning Technologies (ICALT’13), 2013, pp. 307–308.
  56. #X. Liu, Y. Liu*, K. Aberer, and C. Miao, “Personalized point-of-interest recommendation by mining users’ preference transition,” in Proceedings of the ACM International Conference on Conference on Information and Knowledge Management (CIKM’13), 2013, pp. 733–738.
  57. #H. Yu*, C. Miao, B. An, C. Leung, and V. R. Lesser, “A reputation management approach for resource constrained trustee agents,” in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI’13), 2013, pp. 418–424.
  58. #S. Liu*, H. Yu*, C. Miao, and A. C. Kot, “A fuzzy logic based reputation model against unfair ratings,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’13), 2013, pp. 821–828.
  59. Yu*, Z. Shen, C. Miao, and B. An, “A reputation aware decision making approach for improving the efficiency of crowdsourcing systems,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’13), 2013, pp. 1315–1316.
  60. Wu*, X. Han*, H. Yu*, Z. Shen, and C. Miao, “The innovative application of learning companions in Virtual Singapura,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’13), 2013, pp. 1171–1172.
  61. Lin*, Ailiya*, C. Miao, and Z. Shen, “A FCM based approach for emotion prediction in educational game,” in Proceedings of the International Conference on Computing and Convergence Technology (ICCCT’12), 2012, pp. 980–986.
  62. Yu*, Z. Shen, X. Li, C. Leung, and C. Miao, “Whose opinions to trust more, your own or others?,” in Proceedings of the ACM EC 2012 Workshop on Incentives and Trust in Ecommerce (WITEC’12), 2012, pp. 87–98.
  63. Liu*, A. C. Kot, C. Miao, and Y.L. Theng, “A Dempster-Shafer theory based witness trustworthiness model to cope with unfair ratings in e-market place,” in Proceedings of the Annual International Conference on Electronic Commerce (ICEC’12), 2012, pp. 99–106.
  64. L. Theng, L. Y. Q. Goh, N. L.-S. Pang, Y. Cai*, S. Lim*, C. Miao, Z. Shen, and G. S.-M. Theng, “Towards an Integrated Design of Digital Library and Virtual Museum in the Heritage Preservation of the Chinese Qipao,” in Proceedings of the International Conference on Asia-Pacific Digital Libraries (ICADL’12), 2012, pp.  342-343.
  65. Ailiya*, C. Miao, and Z. Shen, “Authoring educational games through affective teachable agent,” in Proceedings of the IEEE 12th International Conference on Advanced Learning Technologies (ICALT’12), 2012, pp. 102–104.
  66. Ailiya*, C. Miao, and Z. Shen, “Designing New Teacher-Student Interaction through Affective Teachable Agent,” in Proceedings of IEEE International Conference on Advanced Learning Technologies (ICALT’12), 2012, pp. 109-116.
  67. Wu*, C. Miao, and Z. Shen, “A curious learning companion in Virtual Learning Environment,” in Proceedings of the IEEE International Conference on Fuzzy Systems(FUZZ-IEEE), 2012, pp. 1-8.
  68. Yu*, Z. Shen, and B. An, “An Adaptive Witness Selection Method for Reputation-based Trust Models,” in Proceedings of the International Conference on Principles and Practice of MultiAgent Systems(PRIMA’12), 2012, pp. 184-198.
  69. #S. Li*, G. Cong, and C. Miao, “Author name disambiguation using a new categorical distribution similarity,” in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD’), 2012, pp. 569–584.
  70. #H. Yu*, Z. Shen, C. Miao, and B. An, “Challenges and Opportunities for Trust Management in Crowdsourcing,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’12), 2012, pp. 486-493.
  71. Liu*, A. C. Kot, C. Miao, and Y.L. Theng, “A DempsterShafer theory based witness trustworthiness model,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’12), 2012, pp. 1361–1362.
  72. L.Kang^, B. Subagdja^, A.H.Tan, Y.S.Ong, and C. Miao, “Virtual characters in agent augmented co-space,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’12), 2012, pp. 1465–1466.
  73. #H. Song*, R. Liao, X. Zhang, C. Miao, and Q. Yang, “A Mouse-Trajectory Based Model for Predicting Query-URL Relevance,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’12), 2012, pp. 143-149.
  74. #H. Song*, R. Liao, X. Zhang, C. Miao, Q. Yang, “Automatic Label Generation by Combining Mouse Trajectory and Click-Through Data,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’12), 2012.
  75. Z. Zhao*, C. Miao and M. Ma, “Performance of Adaptive Scheduling MAC (AS-MAC) Protocolwith Different AS-Period in Multi-hop Networks,” in Proceedings of in IEEE Conference on Industrial Electronics and Applications (ICIEA’11), 2011, pp. 1881-1886.
  76. Yu*, S. Liu*, A. C. Kot, C. Miao and C. Leung, “Dynamic Witness Selection for Trustworthy Distributed Cooperative Sensing in Cognitive Radio Networks,” in Proceedings of IEEE International Conference on Communication Technology (ICCT’11), 2011, pp. 1-6.
  77. Lin*, C. Miao, and H. Yu*, “A cloud and agent based architecture design for an educational mobile SNS game,” in Proceedings of Edutainment Technologies, Educational Games and Virtual Reality/Augmented Reality Applications, 2011, pp. 212-219.
  78. Ailiya*, Z. Shen, and C. Miao, “Affective Teachable Agent in VLE: A Goal Oriented Approach,” in Proceedings of IEEE International Conference on Advanced Learning Technologies (ICALT’11), 2011, pp. 110-114 ((BestPaper)).
  79. Zhang, Huiliang*, Z. Shen and C. Miao, “Train Fuzzy Cognitive Maps by Gradient Residual Algorithm,” in Proceedings of the 2011 IEEE International Conference on Fuzzy Systems, 2011, pp. 1815-1821.
  80. Ailiya*, Y. Cai*, Z. Shen, and C. Miao, “Authoring Goal Oriented Educational Game in Virtual Learning Environment,” in Proceedings of International conference on Artificial Intelligence in Education (AIED’11), 2011.
  81. C. K. Looi, L. Wu, B. Kim and C. Miao, “Agent-Mediated Immersion in Virtual World: The Implications for Science Learning,” in Proceedings of the International Conference on Artificial Intelligence in Education (AIED’11), 2011, pp. 507-509.
  82. Rafique, S.Y. Huang, and C. Miao, “Motivation based goal adoption for autonomous intelligent agents,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (WI-IAT’11), 2011, pp. 54-57.
  83. Yu*, C. Miao and Z.Shen, “A Simple Curious Agent to Help people be Curious,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’11), 2011, pp. 1159-1160.
  84. Ling Yu*, Z. Shen, C. Miao and Victor Lesser, “Genetic Algorithm Aided Optimization of Hierarchical Multi-Agent System Organization,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’11), 2011, pp. 1169-1170 .
  85. Liu*, Jie Zhang, C. Miao, Yin-Leng Theng and Alex C. Kot, “iCLUB: An Integrated Clustering-Based Approach to Improve the Robustness of Reputation Systems,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’11), 2011, pp. 1151-1152.
  86. #H. Song*, C. Miao and Z. Shen, “Generating True Relevance Labels in Chinese Search Engine Using Clickthrough Data,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’11), San Francisco, California, USA, 2011, pp. 1230-1236.
  87. Miao, T. K. Lu and Z. Shen, “Immersive Virtual Brush Simulation for Chinese Language Edutainment,” in Proceedings of the Global Chinese Conference on Computers in Education (GCCCE’10), 2010.
  88. Han*, Z. Shen, C. Miao, and X. Luo*, “Folksonomy-Based Ontological User Interest Profile Modeling and Its Application in Personalized Search,” in Proceedings of the International Conference on Active Media Technology, 2010, pp. 34-46.
  89. Miao, Y. Han*, Z. Shen, and X. Luo*, “Agents for Collaborative Learning in Virtual Worlds,” in Proceedings of the International Conference on Intelligent Tutoring Systems (ITS’10), 2010.
  90. Zhang*, Z. Shen, C. Miao and L. Zhang, “Realize Remembrance Agent in Education Game by Information Retrieval Technique,” in Proceedings of the 5th International Conference on E-learning and Game (Edutainment 2010), Changchun, China, 2010, pp. 16-18.
  91. Yu*, Y. Cai*, Z. Shen, X. Tao, and C. Miao, “Agents as intelligent user interfaces for the net generation,” in Proceedings of the International Conference on Intelligent user interfaces (IUI’10), 2010, pp. 429-430.
  92. Zhang*, Z. Shen, S.Y. Huang and C. Miao, “Predicting Responsiveness of BDI Agent,” in Proceedings of the 19th European Conference on Artificial Intelligence (ECAI’10), Lisbon, Portugal, 2010, pp. 16-20.
  93. #H. Zhang*, C. Mi S. Huang, Z. Shen, and X. Luo*, “How Fast can a BDI Agent Respond?,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’10), 2010, pp. 189-196.
  94. Zhang*, Z. Shen, C. Miao, and X. Luo*, “Motivated Learning for Goal Selection in a Goal Nets,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’10), 2010, pp. 252-255.
  95. Liu*, C. Miao, Y. Theng and A. Kot, “A Clustering Approach to Filtering Unfair Testimonies for Reputation Systems,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’10), 2010, pp. 1577-1578.
  96. Yu*, Y. Cai*, Z. Shen, X. Tao and C. Miao, “Intelligent Learning Companions for Virtual Learning Environments,” in Proceedings of Workshop on Multi-Agent Systems for Education and Interactive Entertainment (MASEIE) at the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’10), 2010.
  97. #J. Xie*, Y. Chen^, J. Liu*, C. Miao, and X. Gao*, “Interactive 3D caricature generation based on double sampling,” in Proceedings of the ACM international conference on Multimedia, 2009, pp. 745-748.
  98. Huang*, C. Miao, Y. Miao ,and Z. Shen, “A Game Theory Approach for Self-Coexistence Analysis among IEEE 802.22 Networks,” in Proceedings of International Conference on Information Communications and Signal Processing, 2009, pp. 1-5.
  99. Leong*, and C. Miao, “Cyber Engineering Co-Intelligence Digital Ecosystem: The GOFASS Methodology,” in Proceedings of IEEE International Conference on Digital Ecosystems Technology (DEST’09), 2009, pp. 359-364.
  100. Zhao*, Z. Shen, and C. Miao, “A Fast and Intelligent Resource Allocation Service for Service-Oriented Grid,” in Proceedings of the International Conference on Parallel and Distributed Systems, 2009, pp. 804-809.
  101. Zhao*, Z. Shen, C. Miao, and Z. Man, “On Improving the Conditioning of Extreme Learning Machine: A Linear Case,” in Proceedings of the International Conference on Information Communications and Signal Processing, 2009, pp. 1-5.
  102. Yu*, Z. Shen, and C. Miao, “A Trustworthy Beacon-based Location Tracking Model for Body Area Sensor Networks in m-Health,” in Proceedings of the International Conference on Information Communications and Signal Processing, 2009, pp. 1-5.
  103. Tao, C. Miao, and Y. Theng, “Learning Companion for Collaborative Learning,” in Proceedings of the World Conference on Educational Multimedia Hypermedia and Telecommunications, 2009.
  104. Tao, Y. Theng, N. Yelland, Z. Shen, and C. Miao, “Learning through Argumentation with Cognitive Virtual Companions,” in Proceedings of the World Conference on Educational Multimedia Hypermedia and Telecommunications, 2009, pp. 3179-3194.
  105. Yu*, C. Miao, X. Tao, Z. Shen, Y. Cai*, B. Li*, and Y. Miao, “Teachable Agents in Virtual Learning Environments: a Case Study,” in Proceedings of the World Conference on E-Learning in Corporate, Government, Healthcare & Higher Education, 2009, pp. 1088–1096.
  106. Zhang*, C. Miao, and Z. Shen, “Remembrance Agent: A New Type of Pedagogical Agent in Educational Game,” in Proceedings of the World Conference on E-Learning in Corporate, Government, Healthcare & Higher Education, 2009, pp. 1470–1479.
  107. Cai*, C. Miao, Z. Shen ,and G. Bi, “Building Interactive Teaching and Learning Environment For High Education in 3D Virtual Worlds,” in Proceedings of the World Conference on E-Learning in Corporate, Government, Healthcare & Higher Education, 2009, pp. 2402–2408.
  108. Zhao*, T. Nguyen, M. Ma, and C. Miao, “An Energy-Efficient MAC Protocol with Adaptive Scheduling for Wireless Sensor Networks,” in Proceedings of IEEE International Conference of Industrial Informatics, 2009, pp. 446-451.
  109. Ren, M. Zhang, C. Miao, and Z. Shen, “A Market-based Multi-Issue Negotiation Model Considering Multiple Preference in Dynamic E-marketplaces,” in Proceedings of the International Conference on Principles and Practice of MultiAgent Systems (PRIMA’09), 2009, pp. 1-16.
  110. Zhang*, Z. Shen, and C. Miao, “Enabling Goal Oriented Action Planning with Goal Net,” in Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT’09), 2009, pp. 271-274.
  111. Li*, H. Yu*, and C. Miao, “Evolutionary Organizational Search,” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’09), 2009, pp. 1329-1330.
  112. Zhang*, Z. Shen, X. Tao, C. Miao, B. Li*, Ailiya*, and Y. Cai*, “Emotional agent in serious game (DINO),” in Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS’09), 2009, pp. 1385-1386.
  113. Tao, Z. Shen, C. Miao, and Y.Theng, “A Cooperative-Competitive Negotiation Model,” in Proceedings of Workshop on Agent-based Complex Automated Negotiations at the International Conference on Autonomous Agents and Multiagent Systems(AAMAS’09), 2009.
  114. #Y. Cai*, C. Miao, A. Tan, and Z. Shen, “Modeling Believable Virtual Characters with Evolutionary Fuzzy Cognitive Maps in Interactive Storytelling,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’09), 2009, pp. 5-11.
  115. #J. Liu*, Y. Chen^, and C. Miao, “Automatic 3d caricature generation by learning in enlarged manifold space,” in Proceedings of the ACM SIGGraph Asia, 2008.
  116. Huang*, C. Miao, and C. Leung, “Memetic algorithms with multi-local-search for resource allocation in multiuser OFDM based cognitive radio systems,” in Proceedings of the International Conference on Communications and Networking in China, 2008, pp. 269-274.
  117. Leong*, and C. Miao, “Ubiquitous Digital E-learning Ecosystem,” in Proceedings of the IEEE International Conference on Digital Ecosystems Technology (DEST ‘08), 2008, pp. 346-351.
  118. Yang, Y. Zhang, C. Miao, and Z. Shen, “Semantic annotation of digital engineering resources for multidisciplinary design collaboration,” in Proceedings of the ASME Computers and Information in Engineering Conference (CIE’08), New York, USA, 2008, pp. 617-624.
  119. Theng, H. Wong, A. Tang, C. Miao, and M. Kan, “Investigating students perceptions of the ntusedventure: Implications for design patterns in e-learning systems,” in Proceedings of the World Conference on Educational Multimedia, Hypermedia and Telecommunications, 2008, pp. 863-871.
  120. Theng, N. Pang, M. Kan, C. Miao, and A. Tang, “Claims analysis meets structuration theory: Analysing qualitative students interactions with ntu’sedveNTUre,” in Proceedings of the World Conference on Educational Multimedia, Hypermedia and Telecommunications, 2008, pp. 1494-1503.
  121. Yu*, Z. Shen, C. Low, and C. Miao, “Transforming learning through agent augmented virtual world,” in Proceedings of the IEEE International Conference on Advanced Learning Technologies (ICALT’08), 2008, pp. 933-937.
  122. Huang*, C. Leung, and C. Miao, “Memetic algorithm for dynamic resource allocation in multiuser OFDM based cognitive radio systems,” in Proceedings of the IEEE International Conference on Evolutional Computing, 2008, pp. 3860-3865.
  123. Zhao*, Z. Shen, C. Miao, and R. Gay, “Enhanced extreme learning machine with stacked generalization,” in Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN’08), 2008, pp. 1191-1198.
  124. Zhong*, C. Miao, Z. Shen, and Y. Feng^, “Temporal fuzzy cognitive map,” in Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ’08), 2008, pp. 1831-1840.
  125. Cai*, C. Miao, A. H. Tan, and Z. Shen, “Context modeling with evolutionary fuzzy cognitive map in interactive storytelling,” in Proceedings of IEEE International Conference on Fuzzy Systems (FUZZ’08), 2008, pp. 2320-2325.
  126. Zhao*, Z. Shen, Ailiya*, and C. Miao, “Elm-based agents for grid resource selection,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology(IAT’08), 2008, pp. 385-388.
  127. Jacobson, C. Miao, B. Kim, Z. Shen, and M. Chavez, “Research into Learning in an Intelligent Agent Augmented Multi-user Virtual Environment,” in Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology(WI-IAT’08), 2008, pp. 348-351.
  128. Song*, C. Miao, Z. Shen, and G. Zhao*, “The Multi-Agent Data Collection in HLA-Based Simulation System,” in Proceedings of the International Workshop on Principles of Advanced and Distributed Simulation (PADS’07), 2007, pp. 61-69 .
  129. Leong*, C. Miao, K. Beng, W. Jian, C. Chen, N. Dianna, and B. Wen, “Agent mediated peer-to-peer mobile service-oriented architecture,” in Proceedings of the Digital EcoSystems and Technologies Conference (DEST’07), 2007, pp. 414-419.
  130. Yu*, Z. Shen, C. Miao, J. Wen* Meng, and Q. Yang, “A service based multi-agent system design tool for modeling integrated manufacturing and service systems,” in Proceedings of the IEEE Conference on Emerging Technologies and Factory Automation, 2007, pp. 149-154.
  131. Yang, and C. Miao, “Semantic enhancement and ontology for interoperability of design information systems,” in Proceedings of the IEEE Conference on Emerging Technologies and Factory Automation, 2007, pp. 169-176.
  132. Ashoori*, C. Miao, Z. Shen, E. Goh, and N. Zarabi, “Mentor agent: An intelligent virtual teacher for personalized learning environments,” in Proceedings of the WSEAS International Conference on Distance Learning and Web Engineering (DIWEB’07), 2007, pp. 315-320.
  133. Shen, C. Miao, R. Gay, and C. Low, “Personalized e-learning, a goal oriented approach,” in Proceedings of the WSEAS International Conference on Distance Learning and Web Engineering (DIWEB’07), 2007, pp. 304-309.
  134. Shen, H. Shen, C. Miao, Z. Yang, R. Gay, and G. Zhao*, “Collaborative workspace over service-oriented grid,” in Proceedings of the Grid Computing & Applications Workshop (GCA’07), 2007, pp. 104-116.
  135. Song*, Z. Shen, C. Miao, Z. Liu, and Y. Miao, “Fuzzy cognitive map learning based on multi-objective particle swarm optimization,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO’07), 2007, pp. 339-339.
  136. Ashoori*, C. Miao, and Y. Cai*, “Socializing pedagogical agents for personalization in virtual learning environments,” in Proceedings of the Web Intelligence/IAT Workshops, 2007, pp. 346-349.
  137. Ashoori*, C. Miao, M. Nili, and M. Amoui, “Economically inspired self healing model for multi agent systems,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’07), 2007, pp. 261-264.
  138. Yu*, Z. Shen, and C. Miao, “Intelligent software agent design tool using goal net methodology,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’07), 2007, pp. 43-46.
  139. #B. An*, C. Miao, and Z. Shen, “Market based resource allocation with incomplete information,” in Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI’07), 2007, pp. 1193-1198 (nominated as best paper).
  140. #Y. Cai*, Z. Shen, C. Miao, and A. Tan, “S-MADE: Interactive Storytelling Architecture through Goal Execution and Decomposition,” in Proceedings of Association for the Advancement of Artificial Intelligence (AAAI’07), 2007, pp. 17-20.
  141. Weng*, C. Miao, and A. Goh, “Improving collaborative filtering with trust-based metrics,” in Proceedings of the Annual ACM Symposium on Applied Computing (SAC’06), 2006, pp. 1860-1864.
  142. Cai*, C. Miao, and Z. Shen, “Fuzzy cognitive goal net for interactive storytelling plot design,” in Proceedings of the ACM SIGCHI International Conference on Advances in Computer Entertainment Technology (ACE’06), Hollywood, USA, 2006.
  143. #J. Weng*, C. Miao, and A. Goh, “A robust reputation system for the grid,” in Proceedings of the IEEE International Symposium on Cluster Computing and the Grid (CCGrid’06), 2006, pp. 4 pp. -551.
  144. #P. Leong*, C. Miao, and B. Lee, “Agent oriented software engineering for grid computing,” in Proceedings of the IEEE International Symposium on Cluster Computing and the Grid (CCGrid’06), 2006, pp. 7 pp.-2.
  145. Leong*, C. Miao, and B. S. Lee, “Large scale agent mediated autonomic service orchestration in grid environment,” in Proceedings of the IEEE International Conference on Industrial Informatics, 2006, pp. 469-473.
  146. An*, Z. Shen, C. Miao, and D. Cheng, “Fuzzy Constraint Based Negotiation Under Time Pressure,” in Proceedings of the IEEE Conference on Industrial Informatics (INDIN’06), 2006, pp. 299-304.
  147. Tang, C. Miao, and W. Wang, “GSAF: A Grid-based Services Transfer Framework,” in Proceedings of the IEEE Conference on Industrial Informatics (INDIN’06), 2006, pp. 311-316.
  148. Yang, C. Miao, and Y. Zhang, “Ontology modeling and engineering for product development process description and integration,” in Proceedings of the IEEE Conference on Industrial Informatics (INDIN’06), 2006, pp. 85-90.
  149. Song*, C. Miao, Z. Shen, and Z. Liu, “Probabilistic fuzzy cognitive map,” in Proceedings of the IEEE International Conference on Fuzzy Systems, 2006, pp. 1221-1228 .
  150. Miao, X. Tao, Z. Shen, Z. Liu, and C. Miao, “The equivalence of cognitive map, fuzzy cognitive map and multi value fuzzy cognitive map,” in Proceedings of the IEEE International Conference on Fuzzy Systems, 2006, pp. 1872-1878.
  151. Shen, C. Miao, Y. Miao, X. Tao, and R. Gay, “A goal-oriented approach to goal selection and action selection,” in Proceedings of the IEEE International Conference on Fuzzy Systems, 2006, pp. 114-121.
  152. Ashoori*, C. Miao, and A. Goh, “Intelligent market based learner modeling,” in Proceedings of the Biennial Pacific Rim International Conference on Artificial Intelligence (PRICAI’06), 2006, pp. 101-111.
  153. Weng*, C. Miao, A. Goh, Z. Shen, and R. Gay, “Trust-based agent community for collaborative recommendation,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’06), 2006, pp. 1260-1262.
  154. Shen, C. Miao, and R. Gay, “A goal-oriented approach to agent identification and coordination,” in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS’06), 2006.
  155. Yang, and C. Miao, “A Service-oriented Approach to Engineering Ontology Development for Product Lifecycle Processes,” in Proceedings of the ASME international design engineering technical conferences and computers and information in engineering conference (DETC’05), 2005, pp. 761-769.
  156. Leong*, C. Miao, and B. Lee, “Agent mediated autonomic service orchestration in grid environment,” in Proceedings of the 3rd International IEEE Conference on Industrial Informatics (INDIN’05), 2005, pp. 148-153.
  157. #Z. Shen, D. Li*, C. Miao, R. Gay, and Y. Miao, “Goal-Oriented Methodology for Agent System Development,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005, pp. 95-101.
  158. Yin*, C. Miao, Z. Shen, and Y. Miao, “Actionable knowledge model for gui regression testing,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’05), 2005, pp. 165-168.
  159. Weng*, C. Miao, A. Goh, and D. Li*, “Trust-based collaborative filtering,” in Proceedings of the ACM Conference on Information and Knowledge Management (CIKM’05), 2005, pp. 299-300.
  160. Weng*, C. Miao, and A. Goh, “Dynamic negotiations for grid services,” in Proceedings of the International Conference on Autonomic Computing (ICAC’04), 2004.
  161. Teo, M. Chan, and C. Miao, “Incorporated framework for incremental prototyping with object-orientation,” in Proceedings of the IEEE International Engineering Management Conference, 2004, pp. 770-774.
  162. Shen, C. Miao, and R. Gay, “Goal autonomous agent architecture,” in Proceedings of the IEEE Annual International Computer Software and Applications Conference (COMPSAC’04), Hong Kong, 2004, pp. 45-46.
  163. Shen, R. Gay, C. Miao, and Q. Wang, “Goal oriented modeling for agent mediated e-learning grid,” in Proceedings of the IEEE Eighth International Conference on Control, Automation, Robotics and Vision (ICARCV’04), 2004, pp. 2280-2285.
  164. #Z. Shen, C. Miao, A. Goh, and R. Gay, “Agent mediated grid services in E-learning,” in Proceedings of the IEEE/ACM International Symposium on Cluster Computing and the Grid, 2004, pp. 210-211 .
  165. Shen, C. Miao, R. Gay, and X. Tao, “Goal oriented modeling for intelligent software agents,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’04), Beijing, China, 2004, pp. 540-543.
  166. Miao, Q. Yang, and A. Goh, “Re-engineering web structure & modeling xml semantics in specific domains,” in Proceedings of the International Conference on Modelling Simulation and Optimization (MSO 2003), 2003, pp. 849-854.
  167. Miao, Q. Yang, H. Fang*, and A. Goh, “Fuzzy cognitive agents for personalized recommendation,” in Proceedings of the IEEE International Conference on Web Information Systems Engineering (WISE’02), 2002, pp. 362-372.
  168. Miao, H. Fang*, X. Tao, and Q. Yang, “An agent approach for personalized recommendation,” in Proceedings of the IEEE International Conference on Fuzzy Systems and Knowledge Discovery, 2002, pp. 231-235.
  169. Shen, R. Gay, and C. Miao, “Goal-based modeling for intelligent business forecasting agents,” in Proceedings of the IEEE International Conference on Fuzzy Systems and Knowledge Discovery, 2002, pp. 534-538.
  170. Miao and X. Tao, “A polynomial algorithm for knowledge base revision,” in Proceedings of the IEEE Conference on Communications, Computers and Signal Processing, 2001, pp. 719-723 ( ).
  171. Miao, A. Goh, and Z. Yang, “Facilitating negotiations in agent mediated electronic commerce,” in Proceedings of the Pacific Asian Conference on Intelligent System (PAIS’01), 2001, pp. 16-22.
  172. Miao, Y. Miao, A. Goh, and Z. Shen, “A framework for multi-agent reasoning and co-ordination,” in Proceedings of The International Conference on Artificial Intelligence and Soft Computing (ASC’00), 2000, pp. 156-162.
  173. Domerset, A. Goh, C. Miao, and H. Kong, “An infrastructure for inter-organizational collaborative product development,” in Proceedings of the Hawaii International Conference on System Science (HICSS’00), 2000.
  174. Miao, Z. H. Yang, and A. Goh, “Managing consistency in collaborative design environments,” in Proceedings of SPIE Intelligent Systems in Design and Manufacturing, 1999, pp. 160-167.
  175. #A. Goh, C. Miao, and Z. Yang, “Computational intelligent agent,” in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’99), Hong Kong, 1999, pp. 299-307.
  176. Miao and M. Hu, “Querying and navigating of multimedia objects,” in Proceedings of the SPIE Proceedings of Voice, Video, and Data Communications, 1998, pp. 386-397 (vol 3527).
  177. Miao and M. Hu, “An object-relational database system for the interactive multimedia,” in Proceedings of the Proceedings of IEEE International Conference on Intelligent Processing System, 1997, pp. 1571-1575.
  178. Hu and C. Miao, “Design and implementation of an object-relational multimedia database,” in Proceedings of the Proceedings of IEEE International Conference on Information, Communications and Signal Processing, 1997, pp. 573-577.

Book Chapters

  1. Wu, C.-K. Looi, B. Kim, and C. Miao, “Immersive Environments for Learning: Towards Holistic Curricula,” Chapter 16 of New Frontiers of Educational Research 2013, pp. 365-384.
  2. Tao, and Z. Shen, and C. Miao, and Y.-L. Theng, and Y. Miao, and H. Yu*, (2011) Automated Negotiation through a Cooperative-Competitive Model. In: Innovations in Agent-Based Complex Automated Negotiations. Ito, Takayuki and Zhang, Minjie and Robu, Valentin and Fatima, Shaheen and Matsuo, Tokuro and Yamaki, Hirofumi, eds. Studies in Computational Intelligence, Volume 319. Springer, Berlin, pp. 161-178.
  3. J. Jacobson, B. Kim, C. Miao, Zhiqi Shen and Mark Chavez, “Design Perspectives for Learning in Virtual Worlds,” Designs for Learning Environments of the Future, pp. 111-141, 2010.
  4. Ailiya*, Z. Shen, and C. Miao, “An Emotional Agent in Virtual Learning Environment,” Transactions on Edutainment IV, 2010, pp. 22-33.
  5. Ren, M. Zhang, C. Miao and Z. Shen, “Optimization of Multiple Related Negotiation through Multi-Negotiation Network,” Lecture Notes in Computer Science, Knowledge Science, Engineering and Management, 2010, pp. 174-185.
  6. Cai*, C. Miao, A.-H. Tan and Z. Shen, “A Hybrid of Plot-Based and Character-Based Interactive Storytelling,” Lecture Notes in Computer Science 4469, 2007, pp. 260-273.
  7. An*, K. Sim, C. Miao, Z. Shen, and D. Cheng, “Negotiation agents decision making using markov chains,” Robust, and Secure Negotiations in Multi-Agent Systems Volume 89 of the series Studies in Computational Intelligence, 2006, pp. 3-23.
  8. Yang, C. Miao, Y. Zhang, and R. Gay, “LCA and LCC Data Semantics Sharing across Product Lifecycle Processes,” Leading the Web in Concurrent Engineering: Next Generation Concurrent Engineering, 2006, pp. 190-197.
  9. Tao, Y. Miao, Z. Shen, C. Miao, and N. Yelland, “Interest based negotiation automation,” Intelligent Computing, Lecture Notes in Computer Science (LNCS) 4115, 2006, pp. 211-222.
  10. Miao, Nelly Kasim and Angela Goh, “The Knowledge-Base of a B2BE-commerce Multi-agent System”, Intelligent knowledge-based Systems, Vol. III, Pages 874-895, 2005.
  11. An*, C. Miao, L. Tang, S. Li, and D. Cheng, “A Transitive Dependence Based Social Reasoning Mechanism for Coalition Formation,” Intelligent Data Engineering and Automated Learning (IDEAL’05), Lecture Notes in Computer Science (LNCS) 3578, Springer, 2005, pp. 507-514.
  12. An*, C. Miao, L. Tang, S. Li, and D. Cheng, “Toward transitive dependence in mas,” Intelligent Data Engineering and Automated Learning (IDEAL’05), Lecture Notes in Computer Science (LNCS) 3578, Springer, 2005, pp. 486-493.
  13. An*, C. Miao, Z. Shen, Y. Miao, and D. Cheng, “Transitive dependence based formation of virtual organizations,” Computational Intelligence and Security (CIS), Lecture Notes in Artificial Intelligence (LNAI) 3801/3802, 2005, pp. 375-380.
  14. Weng*, C. Miao, and A. Goh, “Protecting online rating systems from unfair ratings,” Trust Privacy and Security in Digital Business (TrustBus’05), Lecture Notes in Computer Science (LNCS) 3592, Springer, Copenhagen, Denmark, 2005, pp. 50-59.
  15. Leong* and C. Miao, “Fuzzy cognitive agents in shared virtual worlds,” Cyberworld (World Scientific Publisher), 2005, pp. 368-372.
  16. Li*, Z. Shen, Y. Miao, C. Miao, and R. Gay, “A Goal Oriented e-Learning Agent System Knowledge-Based Intelligent Information & Engineering Systems (KES’05), Lecture Notes in Computer Science (LNCS) 3681, Springer, 2005, pp. 664-670.
  17. Yang, R. Gay, C. Sun, C. Miao, and Y. Yang, “The isochronous multimedia synchronisation in distributed environments,” Parallel and Distributed Computing and Systems, Springer, 1999.

 

Book

  1. Miao, Q. Wu, S. Liu, Z. Shen, H. Yu, C. Leung, Handbook of Personalized Intelligent Agents,  Singapore Computer Society, 2016.