Intelligent Data Engineering and Automated Learning: 4th International Conference, IDEAL 2003 Hong Kong, China, March 21–23, 2003 Revised PapersJiming Liu, Yiuming Cheung, Hujun Yin This book constitutes the throughly refereed post-proceedings of the 4th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2003, held in Hong Kong, China in March 2003. The 164 revised papers presented were carefully reviewed and selected from 321 submissions; for inclusion in this post-proceedings another round of revision was imposed. The papers are organized in topical sections an agents, automated learning, bioinformatics, data mining, multimedia information, and financial engineering. |
Contents
| 1 | |
| 18 | |
| 35 | |
A Multiagent Architecture | 52 |
Gradient Based Method for Symmetric and Asymmetric Multiagent | 68 |
Learning Classifier System for Generating Various Types | 84 |
Belief Revision for Adaptive Recommender Agents in Ecommerce | 99 |
Fluctuation in Multiagent System of Supermarket Chain Network | 114 |
Improving the Efficiency of Frequent Pattern Mining by Compact | 576 |
Semantic Indexing and Retrieving Web Document | 596 |
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 | 677 |
Semantics Based Information Retrieval Using Conceptual Indexing | 685 |
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 |
Minimal AdditionSubtraction Sequences for Efficient | 329 |
A Tolerance Concept in Data Clustering | 345 |
A Novel Multiobjective Evolutionary Algorithm Based | 361 |
Nonlinear Multidimensional Data Projection and Visualisation | 377 |
On HadamardType Output Coding in Multiclass Learning | 397 |
Empirical Comparison between Two Computational Strategies | 410 |
A Novel Orthogonal Simulated Annealing Algorithm for Optimization | 415 |
A Novel | 431 |
A Guided Monte Carlo Approach to Optimization Problems | 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 |
DNA Algorithms for Rough Set Analysis | 498 |
Input Selection and Rule Generation in Adaptive Neurofuzzy | 514 |
Probability Model Type Sufficiency | 530 |
Data Mining | 545 |
On a Lip Print Recognition by the Pattern Kernel with | 561 |
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 | 826 |
Determining the Semantic Orientation of WebBased Corpora | 840 |
Spatial Information in Histograms for Shape Representation | 855 |
List Representation Applied to Sparse Datacubes for Data | 871 |
Discovering Process Models from Execution History by Graph Matching | 887 |
Criteria and a Customizable Approach | 903 |
Heuristic Methods for Portfolio Selection at the Mexican | 919 |
Intraday Analysis of Portfolios on the ASX Using ICA | 934 |
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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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 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 undeniable signature vector