Intelligent Data Engineering and Automated Learning: 4th International Conference, Ideal 2003, Hong Kong, China, March 21-23, 2003 : Revised Papers, Volume 4Intelligent Data Engineering and Automated Learning (IDEAL) was initially a biennial forum dedicated to emerging and challenging topics in intelligent data analysis, knowledge discovery, and statistical and computational learning. The huge success of recent IDEAL conferences and the continuous growth of the ?eld have compelled it to become an annual conference after 2003. It is now a major international, interdisciplinary event covering subjects from data mining, inf- mation retrieval and management, autonomous learning, and agents to ?nancial engineering, neural networks, emerging learning paradigms and systems, bio- formatics, and pattern recognition. Data analysis and processing has become a common theme and plays a crucial role in many disciplines, especially in ?nance, biology, engineering, and information technology. Demand for intelligent met- dologies and tools is immense. The multidisciplinary nature of current research is pushing the traditional boundaries and bringing new ideas and solutions, and it is the way forward. This volume contains 164 refereed and ?nally accepted papers presented at the4thInternationalConferenceonIntelligentDataEngineeringandAutomated Learning (IDEAL 2003), held in Hong Kong, March 21 23, 2003. IDEAL 2003 received a record level of submissions, 321 in total, from all over the world. They were subsequently peer-reviewed by the Program Committee. The conference was held together with the 2003 IEEE International Conference on Computat- nal Intelligence for Financial Engineering at the modern and magni'cent Hong KongConventionandExhibitionCentre." |
Contents
Agents | 1 |
Intelligent Agent Technology in Ong Sing Goh Chun Che Fung Ecommerce | 10 |
Connected Replicator Dynamics and Their Control in a Learning | 18 |
AgentBased Modeling of Efficient Markets | 27 |
Agent Compromises in Distributed Problem Solving | 35 |
A Multiagent System for Emergency Decision Support | 43 |
A Multiagent Architecture | 52 |
Noise Correction in Genomic Data | 60 |
Quantification of Human Brain Metabolites from In Vivo | 522 |
Probability Model Type Sufficiency | 530 |
Classification of the Risk Types of Human Papillomavirus | 540 |
Abrupt Shot Change Detection Using Multiple Features | 553 |
On a Lip Print Recognition by the Pattern Kernel with | 561 |
A XMLBased Data Communication Solution for Program Mining | 569 |
Improving the Efficiency of Frequent Pattern Mining by Compact | 576 |
Semantic Indexing and Retrieving Web Document | 596 |
Gradient Based Method for Symmetric and Asymmetric Multiagent | 68 |
Revocable Anonymity of Undeniable Signature Scheme | 76 |
Learning Classifier System for Generating Various Types | 84 |
A RingBased Architectural Model for Middle Agents | 94 |
Belief Revision for Adaptive Recommender Agents in Ecommerce | 99 |
Fluctuation in Multiagent System of Supermarket Chain Network | 114 |
Learning from Average Experience | 127 |
A Fast Implementation of Radial Basis Function Networks with | 143 |
Initialising SelfOrganising Maps | 161 |
Exploiting Heterogeneous Features for Classification Learning | 177 |
A Comparative Study of Several Cluster Number Selection Criteria | 195 |
Automating Stock Prediction with Neural Network | 203 |
Temporal Difference Coding in Reinforcement Learning | 218 |
Generating Explicit SelfOrganizing Maps | 236 |
How to Promote Generalization? | 254 |
The Approach for Data Warehouse to Answering Spatial OLAP Queries | 270 |
Detecting Distributed Denial of Service DDoS Attacks through | 286 |
Evolution Strategies with a Fourier Series Auxiliary Function | 303 |
A Compact Adaptation of Dynamic ADTrees for Efficient | 313 |
Evolvable Hardware Using Genetic Programming | 321 |
Minimal AdditionSubtraction Sequences for Efficient | 329 |
Combining ContentBased Prediction | 337 |
A Tolerance Concept in Data Clustering | 345 |
Power Control and Evolutionary Computation in CDMA Cellular | 353 |
A Novel Multiobjective Evolutionary Algorithm Based | 361 |
Dynamics of GradientBased Learning and Applications | 369 |
Nonlinear Multidimensional Data Projection and Visualisation Hujun Yin | 377 |
Comparative Study between Radial Basis Probabilistic Neural | 389 |
On HadamardType Output Coding in Multiclass Aijun Zhang ZhiLi Wu ChunHung Li KaiTai Fang Learning | 397 |
A Novel Orthogonal Simulated Annealing Algorithm for Optimization | 415 |
A Novel | 431 |
A Guided Monte Carlo Approach to Optimization Problems C I Chou R S Han T K Lee S P Li | 447 |
Multimedia Information | 461 |
Portfolio Management for Pension Funds | 462 |
Nonlinear Dimension Reduction via Local Tangent Space Alignment | 477 |
System for Intelligent Processing and Recognition of Auditory | 482 |
Protein Structure Modeling Using a Spatial Model | 490 |
DNA Algorithms for Rough Set Analysis | 498 |
Input Selection and Rule Generation in Adaptive Neurofuzzy | 514 |
GridBased Indexing for Large Time Series Databases | 614 |
An Efficient Mining Method for Incremental Updation | 630 |
Related Factors of Document Classification Performance in | 645 |
Convolution Kernels for Outliers Detection in Relational Data | 661 |
A Data Mining Based Intrusion Detection Model Jianhua Sun Hai Jin Hao Chen Zongfen Han Deqing Zou | 677 |
Semantics Based Information Retrieval Using Conceptual Indexing | 685 |
Global B+ Tree Indexing in Parallel Database Systems | 701 |
An Optimal Approach to Mining Boolean Functions from Noisy Data | 717 |
Metasearch via Voting | 734 |
Automatic Classification and Clustering of Caenorhabditis Elegans | 751 |
Developing a Directory of Search Engines for Metasearching | 768 |
Design of DataMining Application Software Based | 783 |
A Virtual Join Algorithm for Fast Association Rule Mining | 796 |
Potential Gains from Global Market Timing Involving Three | 811 |
Electricity Demand Forecasting Using Neural Networks Sukhvinder Singh Panesar W Wang | 826 |
Determining the Semantic Orientation of WebBased Corpora | 840 |
Spatial Information in Histograms for Shape Representation Atul Sajjanhar | 855 |
List Representation Applied to Sparse Datacubes for Data | 871 |
A DatabaseIndependent Approach of Mining Association Rules with | 882 |
Constructing UML Galaxy Diagram for Conceptual Data Integration | 893 |
Criteria and a Customizable Approach | 903 |
Financial Engineering | 911 |
Heuristic Methods for Portfolio Selection at the Mexican | 919 |
Trading Futures with the Largest Equity Drawdown Method | 929 |
An Intelligent Approach Applied | 939 |
Pattern Recognition in Classification of Intelligent Composites | 944 |
Fuzzy Logic Aided Gesture Recognition | 959 |
Strict Monotone of an Edge Intensity Profile and a New Edge | 975 |
PCA Fuzzy Mixture Model for Speaker Identification | 992 |
An Image Retrieval Method Based on Collaborative Filtering | 1024 |
Filtering of Text Blocks in Web Images | 1037 |
Prediction Error ContextBased Lossless Compression | 1052 |
Investigation of ART2Based AudiotoVisual Conversion | 1066 |
A Qualitative Discriminative Cohort Speakers Method to Reduce | 1082 |
Illumination Invariant Shot Boundary Detection | 1097 |
GridBased Method for Ranking Images with Multiple Objects | 1113 |
Asynchronous Messaging Using MessageOrientedMiddleware | 1118 |
Objectionable Image Recognition System in Compression Domain | 1131 |
Other editions - View all
Intelligent Data Engineering and Automated Learning: 4th International ... Jiming Liu,Yiuming Cheung,Hujun Yin No preview available - 2003 |
Intelligent Data Engineering and Automated Learning: 4th ..., Volume 4 Jiming Liu,Yiuming Cheung No preview available - 2003 |
Common terms and phrases
agents analysis applications approach association rules attraction basins attributes Bayesian Bayesian network behavior Berlin Heidelberg 2003 candidate classification cluster collaborative filtering component Computer constraints convergence data mining data set database decision tree defined denote detection distribution documents dynamic ECOC efficiency estimate evaluation evolution strategy evolutionary example experimental results experiments extracted function fuzzy genetic algorithm graph IEEE implemented input interface inverse kinematics itemsets kd-tree kernel keywords linear LNCS machine learning matrix method mutation Neural Networks neurons node noise nonlinear optimal paper parameters pattern performance pheromone prediction principal curves problem Proc proposed protein query RBFNN RBPNN relation represented retrieval sample Section selection self-organizing self-organizing maps sequence shows signals simulation solution space spatial Springer-Verlag Berlin Heidelberg statistics steganography step strategy structure Table technique transaction tree undeniable signature vector