Year 2009
Journal Papers
1. Tao Jiang and Ah-Hwee Tan. Learning Image-Text Associations. IEEE Transactions on Knowledge and Data Engineering, Vol. 21, No. 2 (February 2009), 161-177.
Year 2008
Journal Papers
1. Ghim-Eng Yap, Ah-Hwee Tan and Hwee-Hwa Pang. Explaining Inferences in Bayesian Networks. Applied Intelligence, Vol. 29, No. 3 (December 2008) 263-278.
Conference Papers
1. Budhitama Subagdja and Ah Hwee Tan. Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture. In proceedings, IEEE/WIC/ACM International Conference on Intelligent Agent Technology, pp. 231-237, Sydney, 9-12 December 2008.
2. Huan Wang, Xing Jiang, Liang-Tien Chia, and Ah-Hwee Tan. Ontology Enhanced Web Image Retrieval: Aided by Wikipedia & Spreading Activation Theory. In proceedings, ACM International Conference on Multimedia Information Retrieval, pp. 195-201, Vancouver, Canada, 30-31 October 2008.
3. Luong-Dong Nguyen, Kia-Yan Woon and Ah-Hwee Tan. A Self-Organizing Neural Model for Multimedia Information Fusion. In proceedings, 11th International Conference on Information Fusion, pp. 1738-1744, Cologne, Germany, 30 June-3 July 2008.
4. Yundong Cai, Chunyan Miao, Ah-Hwee Tan and Zhiqi Shen. "Context-Modeling with Evolutionary Fuzzy Cognitive Map in Interactive Storytelling". In proceedings, FUZZ-IEEE, pp.2320-2325, Hong Kong, 1–6 June 2008.
Year 2007
Journal Papers
1. Ghim-Eng Yap, Ah-Hwee Tan, and Hwee-Hwa Pang. "Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders". IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No. 7 (July 2007) 977-992.
2. Tao Jiang, Ah-Hwee Tan, and Ke Wang. Mining Generalized Associations of Semantic Relations from Textual Web Content. IEEE Transactions on Knowledge and Data Engineering, Vol 19, No. 2 (February 2007) 164-179.
Conference Papers
1. Ghim-Eng Yap, Ah-Hwee Tan, and Hwee-Hwa Pang. "Learning Causal Models for Noisy Biological Data Mining: An Application to Ovarian Cancer Detection". To appear in proceedings, 22st National Conference on Artificial Intelligence (AAAI), Vancouver, British Columbia, 22-26 July 2007.
2. Yundong Cai, Chunyan Miao, Ah-Hwee Tan, and Zhiqi Shen. A Hybrid of Plot-based and Character-based Interactive Storytelling. In proceedings, The Second International Conference on E-Learning and Games (Edutainment’07), Hong Kong, pp. 260-273, 11-13 June 2007.
3. Heng-Jie Song, Zhi-Qi Shen, Chun-Yan Miao, Ah-Hwee Tan, and Guo-Peng Zhao. The Multi-Agent Data Collection in HLA-based Simulation System In proceedings, 21st International Workshop on Principles of Advanced and Distributed Simulation (PADS 2007), San Diego, California, USA, pp. 61-69, 12-15 June 2007.
4. Ying Liu, Dengsheng Zhang, Guojun Lu, and Ah-Hwee Tan. "Integrating Semantic Template and Decision Tree for Image Semantic Learning," in Proc. of Inter. Multimedia Modeling Conf. (MMM2007). 2007. Singapore: p. 264-271.
Year 2006
Journal Papers
1. H.Yi, R.Deepu, L.T.Chia, "Automatic Generation of MPEG-7 Compliant XML Document for Motion Trajectory Description in Sports Video," Multimedia Tools and Applications, vol. 26, pp.191-206, 2005.
2. C. Y. Miao, J. S. Weng, A. Goh, Z. Q. Shen and B. An, "Use of Fuzzy Cognitive Map in Dynamic Negotiation," Multiagent and Grid Systems an International Journal, accepted.
3. Y. Miao, C.Y.Miao, Z. Shen, Z. Q. Liu, "Kowledge Representation with Fuzzy Cognitive Maps," International Journal of Computational Intelligence, accepted.
4. B. An, Z. Shen, C. Y. Miao, D. J. Cheng, "A Coalition Formation Framework Based on Transitive Dependence," IEICE Transaction on Information and Systems, 2006.
5. Z. Q. Shen, C.Y.Miao, R. Gay, "Goal-oriented Methodology for Agent-oriented Software Engineering," IEICE Transaction on Information and Systems, 2006.
Conference Papers
1. Tao Jiang and Ah-Hwee Tan. Discovering Image-Text Associations for Cross-Media Web Information Fusion. In proceedings, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'06), LNCS 4213, pp. 561-568, Berlin, Germany, September 2006.
2. Tao Jiang and Ah-Hwee Tan. Mining RDF Metadata for Generalized Association Rules. In proceedings, 17th International Conference on Database and Expert Systems Applications (DEXA'06), LNCS 4080, pp. 223-233, Krakow, Poland, 4-8 September 2006.
3. Xing Jiang and Ah-Hwee Tan, OntoSearch: A Semantic Search Engine for the Semantic Web. In proceedings, 21st National Conference on Artificial Intelligence (AAAI0'6), pp. 1325-1330, Boston, USA, July 2006.
4. Yundong Cai, Chunyan Miao, Ah-Hwee Tan, Zhiqi Shen. Fuzzy Cognitive Goal Net for Interactive Storytelling Plot Design. In proceedings, ACM SIGCHI International Conference on Advances in Computer Entertainment Technology (ACE’06), Hollywood, USA, June 2006.
5. Tao Jiang and Ah-Hwee Tan. Mining RDF metadata for generalized association rules: knowledge discovery in the semantic web era. In proceedings, 15th International Conference on World Wide Web (WWW'06), Edinburgh, Scotland, pp. 951-952, May 2006.
6. Ghim-Eng Yap, Ah-Hwee Tan, Hwee-Hwa Pang. Discovering Causal Dependencies in Mobile Context-Aware Recommenders. In proceedings, 7th International Conference on Mobile Data Management (MDM'06), Nara, Japan, May 2006.
7. Xing Jiang and Ah-Hwee Tan. Learning and inferencing in user ontology for personalized semantic web services. In proceedings, 15th International Conference on World Wide Web (WWW'06), Edinburgh, Scotland, pp. 1067-1068, May 2006.
8. 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, accepted.
9. J. S. Weng, C. Y. Miao, A. Goh, "Trust-based Agent Community for Collaborative Recommendation," International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Future University, Hakodate, Japan, 8 - 12 May, 2006, accepted.
10.Z. Q. Shen, C. Y. Miao and R. Gay, "A Goal-oriented Approach to Agent Identification and Coordination," Hierarchical Autonomous Agents and Multi-Agent Systems, in the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, 8 - 12 May, 2006, accepted.
11.B. An, Z. Q. Shen, C. Y. Miao, and D. Cheng, "Negotiation Agents¡¯ Decision Making Using Markov Chains," International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), Hakodate, Japan, 8 - 12 May, 2006, accepted.
12.H. J. Song, C. Y. Miao, Z. Q. Shen and Z. Liu, "Probabilistic Fuzzy Cognitive Map," IEEE International Conference on Fuzzy Systems, 2006 IEEE World Congress on Computational Intelligence, Vancouver BC, Canada, 16-21 July, 2006, accepted.
13.D. T. Li, Z. Q. Shen, C.Y.Miao, R. Gay, "A Goal Oriented E-Learning Agent System," LNCS, 2006.
Year 2005
Books/Book
Chapters
1. Tao Jiang, Ah-Hwee Tan, "Mining Association Rules from RDF Documents," Advanced Methods for Knowledge from Complex Data, S. Bandyopadhyay, U.Maulik, L.Holder and D.Cook(Eds.), Springer-Verlag, 2005.
Conference Papers
1. Xing Jiang and Ah-Hwee Tan. Mining Ontological Knowledge from Domain-Specific Text Documents. In proceedings, IEEE International Conference on Data Mining (ICDM'05), pp. 665-668, New Orleans, USA, November 2005.
2. Y. Liu, D.S.Zhang, G.Lu, W.-Y.Ma, "Deriving High-Level Concepts Using Fuzzy ID3 Decision Tree for Image Retrieval," In proceedings, Inter. Conf. on Acoustics, Speech and Signal Processing (ICASSP05), pp.501-504, Philadelphia, PA, USA, March 18-23, 2005.
3. S.Liu, H.R.Yi, L.T.Chia, R.Deepu, "Adaptive Hierarchical Multi-Class SVM Classifier for Texture-Based Image Classification," In proceedings, Inter. Conf. on Multimedia & Expo(ICME05), 2005.
4. Y.K.Lai, S.Liu, L.T.Chia, S.Chan, "Semantic Knowledge Building for Image Database by Analyzing Web Page Contents," In proceedings, IEEE Inter. Conf. on Multimedia & Expo(ICME05), 2005.
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