Intelligent Data Engineering and Automated Learning - IDEAL 2008 : 9th International Conference Daejeon, South Korea, November 2-5, 2008, Proceedings / edited by Colin Fyfe, Dongsup Kim, Soo-Young Lee, Hujun Yin.

Format:

Book

Contributor:

Fyfe, Colin, editor.

Kim, Dongsup, editor.

Lee, Soo-Young, editor.

Yin, Hujun, 1962- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 5326.

Information Systems and Applications, incl. Internet/Web, and HCI ; 5326

Language:

English

Subjects (All):

Database management.

Algorithms.

Artificial intelligence.

Application software.

Data mining.

Bioinformatics.

Database Management.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Data Mining and Knowledge Discovery.

Computational Biology/Bioinformatics.

Local Subjects:

Database Management.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Data Mining and Knowledge Discovery.

Computational Biology/Bioinformatics.

Physical Description:

1 online resource (XVI, 534 pages).

Edition:

First edition 2008.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2008, held in Daejeon, Korea, in November 2008. The 56 revised full papers presented together with 10 invited papers were carefully reviewed and selected from numerous submissions for inclusion in the book. The papers are organized in topical sections on learning and information processing, data mining and information management, bioinformatics and neuroinformatics, agents and distributed systems, as well as financial engineering and modeling.

Contents:

Learning and Information Processing

Proposal of Exploitation-Oriented Learning PS-r#

Kernel Regression with a Mahalanobis Metric for Short-Term Traffic Flow Forecasting

Hybrid Weighted Distance Measures and Their Application to Pattern Recognition

A Multitask Learning Approach to Face Recognition Based on Neural Networks

Logic Synthesis for FSMs Using Quantum Inspired Evolution

A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks

Using Kullback-Leibler Distance in Determining the Classes for the Heart Sound Signal Classification

A Semi-fragile Watermark Scheme Based on the Logistic Chaos Sequence and Singular Value Decomposition

Distribution Feeder Load Balancing Using Support Vector Machines

Extracting Auto-Correlation Feature for License Plate Detection Based on AdaBoost

Evolutionary Optimization of Union-Based Rule-Antecedent Fuzzy Neural Networks and Its Applications

Improving AdaBoost Based Face Detection Using Face-Color Preferable Selective Attention

Top-Down Object Color Biased Attention Using Growing Fuzzy Topology ART

A Study on Human Gaze Estimation Using Screen Reflection

A Novel GA-Taguchi-Based Feature Selection Method

Nonnegative Matrix Factorization (NMF) Based Supervised Feature Selection and Adaptation

Automatic Order of Data Points in RE Using Neural Networks

Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds

Feature Discovery by Enhancement and Relaxation of Competitive Units

Genetic Feature Selection for Optimal Functional Link Artificial Neural Network in Classification

A Novel Ensemble Approach for Improving Generalization Ability of Neural Networks

Semi-supervised Learning with Ensemble Learning and Graph Sharpening

Exploring Topology Preservation of SOMs with a Graph Based Visualization

A Class of Novel Kernel Functions

Data Mining and Information Management

RP-Tree: A Tree Structure to Discover Regular Patterns in Transactional Database

Extracting Key Entities and Significant Events from Online Daily News

Performance Evaluation of Intelligent Prediction Models on Smokers' Quitting Behaviour

Range Facial Recognition with the Aid of Eigenface and Morphological Neural Networks

Modular Bayesian Network Learning for Mobile Life Understanding

Skin Pores Detection for Image-Based Skin Analysis

An Empirical Research on Extracting Relations from Wikipedia Text

A Data Perturbation Method by Field Rotation and Binning by Averages Strategy for Privacy Preservation

Mining Weighted Frequent Patterns Using Adaptive Weights

On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model

Guaranteed Network Traffic Demand Prediction Using FARIMA Models

A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets

The Use of Semi-parametric Methods for Feature Extraction in Mobile Cellular Networks

Personalized Document Summarization Using Non-negative Semantic Feature and Non-negative Semantic Variable

Bioinformatics and Neuroinformatics

Cooperative E-Organizations for Distributed Bioinformatics Experiments

Personal Knowledge Network Reconfiguration Based on Brain Like Function Using Self Type Matching Strategy

A Theoretical Derivation of the Kernel Extreme Energy Ratio Method for EEG Feature Extraction

Control of a Wheelchair by Motor Imagery in Real Time

Robust Vessel Segmentation Based on Multi-resolution Fuzzy Clustering

Building a Spanish MMTx by Using Automatic Translation and Biomedical Ontologies

Compensation for Speed-of-Processing Effects in EEG-Data Analysis

Statistical Baselines from Random Matrix Theory

Adaptive Classification by Hybrid EKF with Truncated Filtering: Brain Computer Interfacing

Agents and Distributed Systems

Improving the Relational Evaluation of XML Queries by Means of Path Summaries

Identification of the Inverse Dynamics Model: A Multiple Relevance Vector Machines Approach

When Is Inconsistency Considered Harmful: Temporal Characterization of Knowledge Base Inconsistency

Intelligent Engineering and Its Application in Policy Simulation

Design of Directory Facilitator for Agent-Based Service Discovery in Ubiquitous Computing Environments

Financial Engineering and Modeling

Laboratory of Policy Study on Electricity Demand Forecasting by Intelligent Engineering

Self-adaptive Mutation Only Genetic Algorithm: An Application on the Optimization of Airport Capacity Utilization

Cross Checking Rules to Improve Consistency between UML Static Diagram and Dynamic Diagram

Neural Networks Approach to the Detection of Weekly Seasonality in Stock Trading

Invited Session

Bregman Divergences and the Self Organising Map

Feature Locations in Images

A Hierarchical Self-organised Classification of 'Multinational' Corporations

An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression

Cluster Analysis of Land-Cover Images Using Automatically Segmented SOMs with Textural Information

Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry

AI for Modelling the Laser Milling of Copper Components

Country and Political Risk Analysis of Spanish Multinational Enterprises Using Exploratory Projection Pursuit

Single-Layer Neural Net Competes with Multi-layer Neural Net

Semi-supervised Growing Neural Gas for Face Recognition.

Other Format:

Printed edition:

ISBN:

978-3-540-88906-9

9783540889069

Access Restriction:

Restricted for use by site license.