Intelligent Data Engineering and Automated Learning: 4th International Conference, Ideal 2003, Hong Kong, China, March 21-23, 2003 : Revised Papers, Volume 4

Front Cover
Springer Science & Business Media, Jul 29, 2003 - Business & Economics - 1141 pages
Intelligent 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
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