2. IDEAL 2000: Shatin, Hong Kong, China

A Data Mining and Automated Learning

Clustering

• Janne Sinkkonen, Samuel Kaski:
  Clustering by Similarity in an Auxiliary Space. 3-8
  
• Andrew Luk:
  Analyses on the Generalised Lotto-Type Competitive Learning. 9-16
  
• Tsunenori Ishioka:
  Extended K-means with an Efficient Estimation of the Number of Clusters. 17-22
  
• Zhexue Huang, Michael K. Ng, Tao Lin, David Wai-Lok Cheung:
  An Interactive Approach to Building Classification Models by Clustering and Cluster Validation. 23-28
  
• D. K. Bhattacharyya, A. Das:
  A New Distributed Algorithm for Large Data Clustering. 29-34
  
• T. V. Ravi, K. Chidananda Gowda:
  A New Nonhierarchical Clustering Procedure for Symbolic Objects. 35-41
  

Classification

• Michal Skubacz, Jaakko Hollmén:
  Quantization of Continuous Input Variables for Binary Classification. 42-47
  
• Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao:
  Information-Based Classification by Aggregating Emerging Patterns. 48-53
  
• Huma Lodhi, Grigoris J. Karakoulas, John Shawe-Taylor:
  Boosting the Margin Distribution. 54-59
  
• Yoshimitsu Kudoh, Makoto Haraguchi:
  Detecting a Compact Decision Tree Based on an Appropriate Abstraction. 60-70
  
• Brigitte Chebel-Morello, E. Lereno, Pierre Baptiste:
  A New Algorithm to Select Learning Examples from Learning Data. 71-77
  
• Gongde Guo, Hui Wang, David A. Bell:
  Data Ranking Based on Spatial Partitioning. 78-84
  

Association Rules and Fuzzy Rules

• Kamran Karimi, Howard J. Hamilton:
  Logical Decision Rules: Teaching C4.5 to Speak Prolog. 85-90
  
• Chris P. Rainsford, John F. Roddick:
  Visualisation of Temporal Interval Association Rules. 91-96
  
• Chun Che Fung, K. W. Law, Kok Wai Wong, P. Rajagopalan:
  Lithofacies Characteristics Discovery from Well Log Data Using Association Rules. 97-102
  
• Kok Wai Wong, Chun Che Fung, Tamás D. Gedeon:
  Fuzzy Hydrocyclone Modelling for Particle Separation Using Fuzzy Rule Interpolation. 103-108
  
• Mohannad Al-Khatib, Jean J. Saade:
  A Data-Driven Fuzzy Approach to Robot Navigation Among Moving Obstacles. 109-115
  

Learning Systems

• Lei Xu:
  Best Harmony Learning. 116-125
  
• Hyunjung Shin, Hyoungjoo Lee, Sungzoon Cho:
  Observational Learning with Modular Networks. 126-132
  
• Endre Boros, Takashi Horiyama, Toshihide Ibaraki, Kazuhisa Makino, Mutsunori Yagiura:
  Finding Essential Attributes in Binary Data. 133-138
  
• Keyun Hu, Lili Diao, Yuchang Lu, Chunyi Shi:
  A Heuristic Optimal Reduct Algorithm. 139-144
  
• Mohammad Reza Meybodi, Hamid Beigy:
  A Note on Learning Automata Based Schemes for Adaptation of BP Parameters. 145-149
  

Factor and Correlation Analysis

• Takashi Okada:
  A Note on Covariances for Categorical Data. 150-157
  
• Ying Han, Colin Fyfe:
  A Gneral Class of Neural Networks for Principal Component Analysis and Factor Analysis. 158-163
  
• Zhenkun Gou, Colin Fyfe:
  Generalised Canonical Correlation Analysis. 164-173
  
• Ruixiang Sun, Fugee Tsung, Liangsheng Qu:
  Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis. 174-179
  

Temporal Data Mining

• Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams:
  Temporal Data Mining Using Multilevel-Local Polynominal Models. 180-186
  
• Ioan Alfred Letia, Florin Craciun, Zoltan Köpe, Alexandru Lelutiu:
  First Experiments for Mining Sequential Patterns on Distributed Sites with Multi-Agents. 187-192
  
• Kah Phooi Seng, Zhihong Man, Hong Ren Wu:
  Nonlinear and Noisy Time Series Prediction Using a Hybrid Nonlinear Neural Predictor. 193-198
  
• Romuald Jagielski:
  Genetic Programming Prediction of Solar Activity. 199-205
  
• William Blackburn, Miguel Segui Prieto, Alfons Schuster:
  Interpretation of the Richardson Plot in Time Series Representation. 206-211
  

B Financial Engineering

• M. A. H. Dempster, A. Eswaran, D. G. Richards:
  Wavelet Methods in PDE Valuation of Financial Derivatives. 215-238
  
• Amir F. Atiya:
  Fast Algorithms for Computing Corporate Default Probabilities. 239-243
  
• Makoto Sato, Shigenobu Kobayashi:
  Variance-Penalized Reinforcement Learning for Risk-Averse Asset Allocation. 244-249
  
• Zheng Rong Yang, Mark Zwolinski:
  Applying Mutual Information to Adaptive Mixture Models. 250-255
  
• Zheng Rong Yang:
  Stability Analysis of Financial Ratios. 256-261
  
• Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann:
  Modeling of the German Yield Curve by Error Correction Neural Networks. 262-267
  
• Lijuan Cao, Francis Eng Hock Tay:
  Feature Selection for Support Vector Machines. 268-273
  
• Lijuan Cao, Francis Eng Hock Tay:
  epsilon-Descending Support Vector Machines for Financial Time Series Forecasting. 274-279
  
• Lixiang Shen, Francis Eng Hock Tay:
  Classifying Market States with WARS. 280-285
  
• Jinwoo Baek, Sungzoon Cho:
  "Left Shoulder" Detection in Korea Composite Stock Price Index Using an Auto-Associative Neural Network. 286-291
  

C Intelligent Agents

• Wei Li:
  A Computational Framework for Convergent Agents. 295-300
  
• Jiming Liu, Jian Yin:
  Multi-agent Integer Programming. 301-307
  
• Zili Zhang, Chengqi Zhang, Swee San Ong:
  Building an Ontology for Financial Investment. 308-313
  
• Kei Shiu Ho, Hong Va Leong:
  A Multi-Agent Negotiation Algorithm for Load Balancing in CORBA-Based Environment. 314-319
  
• Felix Lor, Kwok Yip Szeto:
  Existance of Minority in Multi-agent Systems Using Voronoi Tesselation. 320-325
  
• Kazunori Iwata, Nobuhiro Ito, Koichiro Yamauchi, Naohiro Ishii:
  Combining Exploitation-Based and Exploration-Based Approach in Reinforcement Learning. 326-331
  
• Duncan McKay, Colin Fyfe:
  A Probabilistic Agent Approach to the Traffic Jam Problem. 332-337
  
• Pham Hong Hanh, Tran Cao Son:
  Round-Table Architecture for Communication in Multi-agent Softbot Systems. 338-343
  
• DongChun Lee, Byeongkuk Jeon, Yongchul Kim:
  Mobile Agents for Reliable Migration in Networks. 344-351
  

D Internet Applications

• Hanhyuk Chung, Joongmin Choi, Juneho Yi, JungHyun Han, Eunseok Lee:
  A Construction of the Adapted Ontology Server in EC. 355-360
  
• Moon-Sik Kim, Eun-Seok Lee:
  A Design and Implementation of Cyber Banking Process and Settlement System for Internet Commerce. 361-367
  
• Jaeyoung Yang, Eunseok Lee, Joongmin Choi:
  A Shopping Agent That Automatically Constructs Wrappers for Semi-Structured Online Vendors. 368-373
  
• Li Bai, Ni Guohua:
  Real-Time Web Data Mining and Visualisation. 374-379
  
• Djamel Fezzani, Jocelyn Desbiens:
  WebGuide: Filtering and Constraining Site Browsing through Web Walker Techniques. 380-385
  
• Taeho C. Jo, Jerry H. Seo, Hyeon Kim:
  Topic Spotting on News Articles with Topic Repository by Controlled Indexing. 386-391
  
• Ioan Alfred Letia, Florin Craciun, Zoltan Köpe:
  Validating the Behavior of Self-Interested Agents in an Information Market Scenario. 392-397
  
• Jiming Liu, Kelvin Chi Kuen Wong, Ka Keung Hui:
  Discovering User Behavior Patterns in Personalized Interface Agents. 398-403
  
• Min-Huang Ho, Yue-Shang Chang, Shyan-Ming Yuan, Winston Lo:
  An Agent-Based Personalized Search on a Multi-Search Engine Based on Internet Search Service. 404-409
  
• Masayuki Umehara, Koji Iwanuma:
  A Case-Based Transformation from HTML to XML. 410-415
  
• Richard Edwards, Sian Hope:
  Persistent DOM: An Architecture for XML Repositories in Relational Databases. 416-421
  

E Multimedia Processing

Video Processing

• Xinbo Gao, Xiaoou Tang:
  Automatic News Video Caption Extraction and Recognition. 425-430
  
• Soo-Mok Jung, Sung-Chul Shin, Hyunki Baik, Myong-Soon Park:
  Advanced Multilevel Successive Elimination Algorithms for Motion Estimation in Video Coding. 431-442
  
• Weiqiang Wang, Wen Gao, Jintao Li, Shouxun Lin:
  News Content Highlight via Fast Caption Text Detection on Compressed Video. 443-448
  
• Keechul Jung, JungHyun Han:
  Texture-Based Text Location for Video Indexing. 449-454
  
• DaLong Li, Hanqing Lu, Dong Zhang:
  Video Segmentation by Two Measures and Two Thresholds. 455-460
  

Image Processing

• Thomas Kwok, Michael P. Perrone, Gregory F. Russell:
  Ink Retrieval from Handwritten Documents. 461-466
  
• P. K. Wong:
  An Off-Line Recognizer for Hand-Written Chinese Characters. 467-472
  
• Lei Wang, Kap Luk Chan:
  Bayesian Learning for Image Retrieval Using Multiple Features. 473-478
  
• H. Y. Kwon, H. Y. Hwang:
  A Content-Based Image Retrieval Method Using Third-Order Color Feature Relations. 479-483
  
• Wey-Shiuan Hwang, Juyang Weng:
  Hierarchical Discriminant Regression for Incremental and Real-Time Image Classification. 484-489
  
• K. A. Al-shalfan, Stanley S. Ipson, J. G. B. Haigh:
  Distinguishing Real and Virtual Edge Intersection in Pairs of Uncalibrated Images. 490-496
  
• Keechul Jung, JungHyun Han:
  Stereo Correspondence Using GA-Based Segmentation. 497-502
  

F Special Sessions

Genetic Algorithms and Genetic Programming in Agent-Based Computational Finance

• Kwok Yip Szeto, L. Y. Fong:
  How Adaptive Agents in Stock Market Perform in the Presence of Random News: A Genetic Algorithm Approach. 505-510
  
• Kiyoshi Izumi, Kazuhiro Ueda:
  Learning of Virtual Dealers in an Artificial Market: Comparison with Interview Data. 511-516
  
• Shu-Heng Chen:
  Toward an Agent-Based Computational Modeling of Bargaining Strategies in Double Auction Markets with Genetic Programming. 517-531
  
• Edward P. K. Tsang, Jin Li:
  Combining Ordinal Financial Predictions with Genetic Programming. 532-537
  

Data Analysis and Financial Modeling

• Siu-Ming Cha, Lai-Wan Chan:
  Applying Independent Component Analysis to Factor Model in Finance. 538-544
  
• Man-chung Chan, Yuen-Mei Li, Chi-Cheong Wong:
  Web-Based Cluster Analysis System for China and Hong Kong's Stock Market. 545-550
  
• Xiaotie Deng, Shunming Zhang:
  Arbitrage-Free Asset Pricing in General State Space. 551-558
  
• Joyce C. Wong, Michael K. Ng:
  A Tabu Search Based Algorithm for Clustering Categorical Data Sets. 559-564
  
• Céline Robardet, Fabien Feschet:
  A New Methodology to Compare Clustering Algorithms. 565-570
  

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