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ORCID2nd IDEAL 2000: Shatin, Hong Kong, China
- Kwong-Sak Leung, Lai-Wan Chan, Helen Meng:
Intelligent Data Engineering and Automated Learning - IDEAL 2000, Data Mining, Financial Engineering, and Intelligent Agents, Second International Conference, Shatin, N.T. Hong Kong, China, December 13-15, 2000, Proceedings. Lecture Notes in Computer Science 1983, Springer 2000, ISBN 3-540-41450-9
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 I. 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, Eun-Seok 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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