Ah-Hwee Tan

Dan Xiao, Ah-Hwee Tan: Cooperative reinforcement learning in topology-based multi-agent systems. Autonomous Agents and Multi-Agent Systems 26(1): 86-119 (2013)

Ee-May Kan, Meng Hiot Lim, Yew-Soon Ong, Ah-Hwee Tan, Swee-Ping Yeo: Extreme learning machine terrain-based navigation for unmanned aerial vehicles. Neural Computing and Applications 22(3-4): 469-477 (2013)

Janusz A. Starzyk, James T. Graham, Pawel Raif, Ah-Hwee Tan: Motivated learning for the development of autonomous systems. Cognitive Systems Research 14(1): 10-25 (2012)

Budhitama Subagdja, Ah-Hwee Tan: iFALCON: A neural architecture for hierarchical planning. Neurocomputing 86: 124-139 (2012)

Kong-Wah Wan, Ah-Hwee Tan, Joo-Hwee Lim, Liang-Tien Chia: A non-parametric visual-sense model of images - extending the cluster hypothesis beyond text. Multimedia Tools Appl. 56(3): 509-534 (2012)

Jonathan H. Chan, Ah-Hwee Tan: Preface: Trends in Natural and Machine Intelligence. Procedia CS 13: 1-6 (2012)

Teck-Hou Teng, Ah-Hwee Tan, Yuan-Sin Tan: Self-Regulating Action Exploration in Reinforcement Learning. Procedia CS 13: 18-30 (2012)

Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk: Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting. IEEE Trans. Neural Netw. Learning Syst. 23(10): 1574-1586 (2012)

Budhitama Subagdja, Wenwen Wang, Ah-Hwee Tan, Yuan-Sin Tan, Loo-Nin Teow: Memory formation, consolidation, and forgetting in learning agents. AAMAS 2012: 1007-1014

Yilin Kang, Budhitama Subagdja, Ah-Hwee Tan, Yew-Soon Ong, Chunyan Miao: Virtual characters in agent-augmented co-space (demonstration). AAMAS 2012: 1465-1466

Liang Feng, Yew-Soon Ong, Ivor Wai-Hung Tsang, Ah-Hwee Tan: An evolutionary search paradigm that learns with past experiences. IEEE Congress on Evolutionary Computation 2012: 1-8

Yilin Kang, Fiona Fui-Hoon Nah, Ah-Hwee Tan: Investigating Intelligent Agents in a 3D Virtual World. ICIS 2012

Lei Meng, Ah-Hwee Tan: Semi-supervised hierarchical clustering for personalized web image organization. IJCNN 2012: 1-8

Feng Shu, Ah-Hwee Tan: A biologically-inspired affective model based on cognitive situational appraisal. IJCNN 2012: 1-8

Teck-Hou Teng, Ah-Hwee Tan, Yuan-Sin Tan, Adrian Yeo: Self-organizing neural networks for learning air combat maneuvers. IJCNN 2012: 1-8

Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Yuan-Sin Tan: A self-organizing multi-memory system for autonomous agents. IJCNN 2012: 1-8

Kong-Wah Wan, Ah-Hwee Tan, Joo-Hwee Lim, Liang-Tien Chia: Topic Based Query Suggestions for Video Search. MMM 2012: 288-299

Choon Sing Ho, Yew-Soon Ong, Xianshun Chen, Ah-Hwee Tan: FAME, Soft Flock Formation Control for Collective Behavior Studies and Rapid Games Development. SEAL 2012: 258-269

Liang Feng, Yew-Soon Ong, Ah-Hwee Tan, Ivor Wai-Hung Tsang: Meme as Building Block for Evolutionary Optimization of Problem Instances. CoRR abs/1207.0702 (2012)

Ah-Hwee Tan, Yew-Soon Ong, Akejariyawong Tapanuj: A hybrid agent architecture integrating desire, intention and reinforcement learning. Expert Syst. Appl. 38(7): 8477-8487 (2011)

Han Yu, Zhiqi Shen, Chunyan Miao, Ah-Hwee Tan: A simple curious agent to help people be curious. AAMAS 2011: 1159-1160

Liang Feng, Yew-Soon Ong, Ah-Hwee Tan, Xianshun Chen: Towards human-like social multi-agents with memetic automaton. IEEE Congress on Evolutionary Computation 2011: 1092-1099

Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang: Learning Feature Dependencies for Noise Correction in Biomedical Prediction. SDM 2011: 71-82

Yundong Cai, Chunyan Miao, Ah-Hwee Tan, Zhiqi Shen, Boyang Li: Creating an Immersive Game World with Evolutionary Fuzzy Cognitive Maps. IEEE Computer Graphics and Applications 30(2): 58-70 (2010)

Ah-Hwee Tan, Yu-Hong Feng, Yew-Soon Ong: A self-organizing neural architecture integrating desire, intention and reinforcement learning. Neurocomputing 73(7-9): 1465-1477 (2010)

Huan Wang, Xing Jiang, Liang-Tien Chia, Ah-Hwee Tan: Wikipedia2Onto. Building Concept Ontology Automatically, Experimenting with Web Image Retrieval. Informatica (Slovenia) 34(3): 297-306 (2010)

Xing Jiang, Ah-Hwee Tan: CRCTOL: A semantic-based domain ontology learning system. JASIST 61(1): 150-168 (2010)

Ah-Hwee Tan, Yilin Kang: Agent-Augmented Co-Space: Toward Merging of Real World and Cyberspace. ATC 2010: 298-312

Liang Feng, Yew-Soon Ong, Quang Huy Nguyen, Ah-Hwee Tan: Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem. IEEE Congress on Evolutionary Computation 2010: 1-7

Zin-Yan Chua, Yilin Kang, Xing Jiang, Kah-Hoe Pang, Andrew C. Gregory, Chi-Yun Tan, Wai-Lun Wong, Ah-Hwee Tan, Yew-Soon Ong, Chunyan Miao: Youth Olympic Village Co-space. CW 2010: 200-207

Yilin Kang, Ah-Hwee Tan: Learning Personal Agents with Adaptive Player Modeling in Virtual Worlds. IAT 2010: 173-180

Ah-Hwee Tan, Gee Wah Ng: A Biologically-Inspired Cognitive Agent Model Integrating Declarative Knowledge and Reinforcement Learning. IAT 2010: 248-251

Yundong Cai, Zhiqi Shen, Chunyan Miao, Ah-Hwee Tan: DIRACT: Agent-Based Interactive Storytelling. IAT 2010: 273-276

Kong-Wah Wan, Ah-Hwee Tan, Joo-Hwee Lim, Liang-Tien Chia: Faceted topic retrieval of news video using joint topic modeling of visual features and speech transcripts. ICME 2010: 843-848

Shu Feng, Ah-Hwee Tan: Self-organizing neural networks for behavior modeling in games. IJCNN 2010: 1-8

Yilin Kang, Ah-Hwee Tan: Self-organizing agents for reinforcement learning in virtual worlds. IJCNN 2010: 1-8

Janusz A. Starzyk, Pawel Raif, Ah-Hwee Tan: Mental development and representation building through motivated learning. IJCNN 2010: 1-8

Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk: A self-organizing approach to episodic memory modeling. IJCNN 2010: 1-8

Xing Jiang, Hui Xiong, Chen Wang, Ah-Hwee Tan: Mining globally distributed frequent subgraphs in a single labeled graph. Data Knowl. Eng. 68(10): 1034-1058 (2009)

Yu-Hong Feng, Teck-Hou Teng, Ah-Hwee Tan: Modelling situation awareness for Context-aware Decision Support. Expert Syst. Appl. 36(1): 455-463 (2009)

Xing Jiang, Ah-Hwee Tan: Learning and inferencing in user ontology for personalized Semantic Web search. Inf. Sci. 179(16): 2794-2808 (2009)

Tao Jiang, Ah-Hwee Tan: Learning Image-Text Associations. IEEE Trans. Knowl. Data Eng. 21(2): 161-177 (2009)

Yiqun Hu, Xiangang Cheng, Liang-Tien Chia, Xing Xie, Deepu Rajan, Ah-Hwee Tan: Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval. IEEE Transactions on Multimedia 11(8): 1434-1445 (2009)

Yundong Cai, Chunyan Miao, Ah-Hwee Tan, Zhiqi Shen: Modeling Believable Virtual Characters with Evolutionary Fuzzy Cognitive Maps in Interactive Storytelling. AAAI Spring Symposium: Intelligent Narrative Technologies II 2009: 5-11

Budhitama Subagdja, Ah-Hwee Tan: A self-organizing neural network architecture for intentional planning agents. AAMAS (2) 2009: 1081-1088

Kong-Wah Wan, Ah-Hwee Tan, Joo-Hwee Lim, Liang-Tien Chia, Sujoy Roy: A Latent Model for Visual Disambiguation of Keyword-based Image Search. BMVC 2009: 1-9

Luong-Dong Nguyen, Ghim-Eng Yap, Ying Liu, Ah-Hwee Tan, Liang-Tien Chia, Joo-Hwee Lim: A Bayesian approach integrating regional and global features for image semantic learning. ICME 2009: 546-549

Daqing Zhang, Marius Portmann, Ah-Hwee Tan, Jadwiga Indulska (Eds.): Ubiquitous Intelligence and Computing, 6th International Conference, UIC 2009, Brisbane, Australia, July 7-9, 2009. Proceedings. Lecture Notes in Computer Science 5585, Springer 2009, isbn 978-3-642-02829-8

Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang: Explaining inferences in Bayesian networks. Appl. Intell. 29(3): 263-278 (2008)

Hai-Jun Rong, Yew-Soon Ong, Ah-Hwee Tan, Zexuan Zhu: A fast pruned-extreme learning machine for classification problem. Neurocomputing 72(1-3): 359-366 (2008)

Ah-Hwee Tan, N. Lu, Dan Xiao: Integrating Temporal Difference Methods and Self-Organizing Neural Networks for Reinforcement Learning With Delayed Evaluative Feedback. IEEE Transactions on Neural Networks 19(2): 230-244 (2008)

Yundong Cai, Chunyan Miao, Ah-Hwee Tan, Zhiqi Shen: Context modeling with Evolutionary Fuzzy Cognitive Map in interactive storytelling. FUZZ-IEEE 2008: 2320-2325

Budhitama Subagdja, Ah-Hwee Tan: Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture. IAT 2008: 231-237

Teck-Hou Teng, Ah-Hwee Tan: Cognitive Agents Integrating Rules and Reinforcement Learning for Context-Aware Decision Support. IAT 2008: 318-321

Dan Xiao, Ah-Hwee Tan: Scaling Up Multi-agent Reinforcement Learning in Complex Domains. IAT 2008: 326-329

Teck-Hou Teng, Zhong-Ming Tan, Ah-Hwee Tan: Self-organizing neural models integrating rules and reinforcement learning. IJCNN 2008: 3771-3778

Huan Wang, Xing Jiang, Liang-Tien Chia, Ah-Hwee Tan: Ontology enhanced web image retrieval: aided by wikipedia & spreading activation theory. Multimedia Information Retrieval 2008: 195-201

Hui-Qing Chong, Ah-Hwee Tan, Gee Wah Ng: Integrated cognitive architectures: a survey. Artif. Intell. Rev. 28(2): 103-130 (2007)

Tao Jiang, Ah-Hwee Tan, Ke Wang: Mining Generalized Associations of Semantic Relations from Textual Web Content. IEEE Trans. Knowl. Data Eng. 19(2): 164-179 (2007)

Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang: Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders. IEEE Trans. Knowl. Data Eng. 19(7): 977-992 (2007)

Dan Xiao, Ah-Hwee Tan: Self-Organizing Neural Architectures and Cooperative Learning in a Multiagent Environment. IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(6): 1567-1580 (2007)

Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang: Learning Causal Models for Noisy Biological Data Mining: An Application to Ovarian Cancer Detection. AAAI 2007: 354-359

Yundong Cai, Chunyan Miao, Ah-Hwee Tan, Zhiqi Shen: A Hybrid of Plot-Based and Character-Based Interactive Storytelling. Edutainment 2007: 260-273

Ah-Hwee Tan: Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning. IJCAI 2007: 1071-1076

Ah-Hwee Tan, Gail A. Carpenter, Stephen Grossberg: Intelligence Through Interaction: Towards a Unified Theory for Learning. ISNN (1) 2007: 1094-1103

Ying Liu, Dengsheng Zhang, Guojun Lu, Ah-Hwee Tan: Integrating Semantic Templates with Decision Tree for Image Semantic Learning. MMM (2) 2007: 185-195

Hengjie Song, Zhiqi Shen, Chunyan Miao, Ah-Hwee Tan, Guopeng Zhao: The Multi-Agent Data Collection in HLA-Based Simulation System. PADS 2007: 61-69

Yundong Cai, Chunyan Miao, Ah-Hwee Tan, Zhiqi Shen: Fuzzy cognitive goal net for interactive storytelling plot design. Advances in Computer Entertainment Technology 2006: 56

Xing Jiang, Ah-Hwee Tan: OntoSearch: A Full-Text Search Engine for the Semantic Web. AAAI 2006: 1325-1330

Tao Jiang, Ah-Hwee Tan: Mining RDF Metadata for Generalized Association Rules. DEXA 2006: 223-233

Ah-Hwee Tan: Self-organizing Neural Architecture for Reinforcement Learning. ISNN (1) 2006: 470-475

Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang: Discovering Causal Dependencies in Mobile Context-Aware Recommenders. MDM 2006: 4

Tao Jiang, Ah-Hwee Tan: Discovering Image-Text Associations for Cross-Media Web Information Fusion. PKDD 2006: 561-568

Samin Karim, Liz Sonenberg, Ah-Hwee Tan: A Hybrid Architecture Combining Reactive Plan Execution and Reactive Learning. PRICAI 2006: 200-211

Quang Tran, Juki Wirawan Tantra, Chuan Heng Foh, Ah-Hwee Tan, Kin Choong Yow, Dongyu Qiu: Wireless Indoor Positioning System with Enhanced Nearest Neighbors in Signal Space Algorithm. VTC Fall 2006: 1-5

Tao Jiang, Ah-Hwee Tan: Mining RDF metadata for generalized association rules: knowledge discovery in the semantic web era. WWW 2006: 951-952

Xing Jiang, Ah-Hwee Tan: Learning and inferencing in user ontology for personalized semantic web services. WWW 2006: 1067-1068

Jinyan Li, Qiang Yang, Ah-Hwee Tan (Eds.): Data Mining for Biomedical Applications, PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings. Lecture Notes in Computer Science 3916, Springer 2006, isbn 3-540-33104-2

Ah-Hwee Tan, Hong Pan: Predictive neural networks for gene expression data analysis. Neural Networks 18(3): 297-306 (2005)

Ah-Hwee Tan, Dan Xiao: Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment. IAT 2005: 351-357

Xing Jiang, Ah-Hwee Tan: Mining Ontological Knowledge from Domain-Specific Text Documents. ICDM 2005: 665-668

Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang: Dynamically-optimized context in recommender systems. Mobile Data Management 2005: 265-272

Ah-Hwee Tan, Hwee-Leng Ong, Hong Pan, Jamie Ng, Qiu-Xiang Li: Towards personalised web intelligence. Knowl. Inf. Syst. 6(5): 595-616 (2004)

Ji He, Ah-Hwee Tan, Chew Lim Tan: Modified ART 2A growing network capable of generating a fixed number of nodes. IEEE Transactions on Neural Networks 15(3): 728-737 (2004)

Ah-Hwee Tan, Philip S. Yu: Guest Editorial: Text and Web Mining. Appl. Intell. 18(3): 239-241 (2003)

Ji He, Ah-Hwee Tan, Chew Lim Tan: On Machine Learning Methods for Chinese Document Categorization. Appl. Intell. 18(3): 311-322 (2003)

Ji He, Ah-Hwee Tan, Chew Lim Tan, Sam Yuan Sung: On Quantitative Evaluation of Clustering Systems. Clustering and Information Retrieval 2003: 105-134

Kanagasabai Rajaraman, Ah-Hwee Tan: Mining Semantic Networks for Knowledge Discovery. ICDM 2003: 633-636

Hwee-Leng Ong, Ah-Hwee Tan, Jamie Ng, Hong Pan, Qiu-Xiang Li: Organizing and personalizing intelligence gathering from the web. Int. Syst. in Accounting, Finance and Management 11(1): 9-21 (2002)

Kanagasabai Rajaraman, Ah-Hwee Tan: Knowledge discovery from texts: a concept frame graph approach. CIKM 2002: 669-671

Ah-Hwee Tan, Hong Pan: Adding Personality to Information Clustering. PAKDD 2002: 251-256

Hwee-Leng Ong, Ah-Hwee Tan, Jamie Ng, Hong Pan, Qiu-Xiang Li: FOCI: Flexible Organizer for Competitive Intelligence. CIKM 2001: 523-525

Ah-Hwee Tan: Predictive Self-Organizing Networks for Text Categorization. PAKDD 2001: 66-77

Kanagasabai Rajaraman, Ah-Hwee Tan: Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks. PAKDD 2001: 102-107

Ah-Hwee Tan, Hui-Shin Vivien Soon: Predictive Adaptive Resonance Theory and Knowledge Discovery in Databases. PAKDD 2000: 173-176

Ji He, Ah-Hwee Tan, Chew Lim Tan: A Comparative Study on Chinese Text Categorization Methods. PRICAI Workshop on Text and Web Mining 2000: 24-35

Ah-Hwee Tan, Loo-Nin Teow: Inductive neural logic network and the SCM algorithm. Neurocomputing 14(2): 157-176 (1997)

Ah-Hwee Tan: Cascade ARTMAP: integrating neural computation and symbolic knowledge processing. IEEE Trans. Neural Netw. Learning Syst. 8(2): 237-250 (1997)

Fon-Lin Lai, Joo-Hwee Lim, Liya Ding, Ah-Hwee Tan, Ho-Chung Lui: An Application of Hierarchical Knowledge Integration in Hand-Written Form Processing. PRICAI 1996: 169-180

Ah-Hwee Tan: Adaptive resonance associative map. Neural Networks 8(3): 437-446 (1995)