Soft computing systems : design, management and applications / edited by Ajith Abraham, Javier Ruiz-del-Solar, and Mario Koppen.

Format:

Book

Conference/Event

Contributor:

Abraham, Ajith, 1968-

Ruiz-del-Solar, Javier.

Köppen, Mario, 1964-

Conference Name:

International Conference on Hybrid Intelligent Systems (2nd : 2002 : Santiago, Chile)

Series:

Frontiers in artificial intelligence and applications ; v. 87.

Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems.

Frontiers in artificial intelligence and applications, 0922-6389 ; v. 87. Knowledge-based intelligent engineering systems

Language:

English

Subjects (All):

Soft computing--Congresses.

Soft computing.

Hybrid computers--Congresses.

Hybrid computers.

Physical Description:

xiv, 902 p. : ill.

Edition:

1st ed.

Place of Publication:

Amsterdam ; Washington, DC : IOS ; Tokyo : Ohmsha, c2002.

Language Note:

English

Summary:

This volume focuses on research developments on intelligent systems in a hybrid environment and its applications in image processing, Internet modelling and data mining. The contributions presented were accepted for the Second International Conference on Hybrid Intelligent Systems (HIS '02).

Contents:

Cover

Title page

Preface

HIS'02 Technical Co-Sponsors

HIS'02 Organization

Contents

1. Abstracts of the Plenary Presentations

2. Neural Systems

The Use of a Back Propagation Neural Network to Determine the Load Distribution on a Component

Performance-guided Neural Network for Rapidly Self-organising Active Network Management

An Automated Hybrid Reasoning System for Forecasting

Rule Extraction from Bagged Neural Networks

Nonlinear Principal Component Analysis to Preserve the Order of Principal Components

A Neural Network Model of Rule-guided Behavior

Selection of Models for Time Series Prediction via Meta-Learning

Spiking Neurons in Clustering of Diabetic Retinopathy Data

3. Fuzzy Sets

A Fuzzy Relatedness Measure for Determining Interestingness of Association Rules

Factor Analysis with Qualitative Factors as Fuzzy Numbers

An Imperfect String Matching Experience using Deformed Fuzzy Automata

An XML-based Specification of Fuzzy Logic Controllers

Comparison of Fuzzy Rule Selection Criteria for Classification Problems

Linguistic Hedges: A Quantifier Based Approach

4. Evolutionary Computation

Analyzing the Founder Effect in Simulated Evolutionary Processes using Gene Expression Programming

Hybrid Evolutionary Multi-Objective Optimization Algorithms

A Permutation Based Genetic Algorithm for RNA Secondary Structure Prediction

Design of Strong Causal Fitness Functions

Noise and Elitism in Evolutionary Computation

5. Machine Learning

Anticipatory Computing with Autopoietic and (M,R) Systems

An Efficient Algorithm in Optimal Partition Problem for Trees Induction

Condition Monitoring, Root Cause Analysis and Decision Support on Urgency of Actions

Towards a Unique Framework to Describe and Compare Diagnosis Approaches.

Experimental Evaluation of the PLA-based Permutation-Scheduling

A Study of K-Nearest Neighbour as an Imputation Method

Determining the Degree of Generalization using an Incremental Learning Algorithm

Towards Landscape Analyses to Inform the Design of Hybrid Local Search for the Multiobjective Quadratic Assignment Problem

Active Learning using One-class Classification

Enhancing Real-World Applicability by Providing Confidence-in-Prediction in the XCS Classifier System

Latent Semantic Indexing Based on Factor Analysis

Document Oriented Modeling of Cellular Automata

6. Support Vector Machines and Kernel Methods

An Empirical Comparison of Kernel Selection for Support Vector Machines

Adaptive Support Vector Classifications

Mercer's Kernel Based Learning for Fault Detection

Performance Based Feature Identification for Intrusion Detection using Support Vector Machines

7. Features and Classification

A Trainable Classifier via k Nearest Neighbors

Combining Classifiers with Multimethod Approach

Feature Extraction by Distance Neural Network in Classification Tasks

Revealing Feature Interactions in Classification Tasks

Ensembles in Practice: Predication, Estimation, Multi-Feature and Noisy Data

8. Data Mining

Protoforms of Linguistic Data Summaries: Towards More General Natural-Language-based Data Mining Tools

Sparse Distributed Memory with Adaptive Threshold

UniLR: An Automated Fuzzy Legal Reasoner

Set Approximation Quality Measures in the Variable Precision Rough Set Model

A Data Preparation Bayesian Approach for a Clustering Genetic Algorithm

Reconstruction of Conditional Distribution Field based on Empirical Data

Bi-directional Flow of Information in the Softboard Architecture

Voice Codification using Self Organizing Maps as Data Mining Tool.

Identifying Patterns of Corporate Tax Payment

Self-organized Data and Image Retrieval as a Consequence of Inter-dynamic Synergistic Relationships in Artificial Ant Colonies

9. Agent Architectures

Designing Not-So-Dull Virtual Dolls

SADISCO: A Scalable Agent Discovery and Composition Mechanism

MAYBE - Multi-Agent Yield-Based Engineering : Improve Training in the Emergency Room Chain

3D-CG Avatar Motion Design by Means of Interactive Evolutionary Computation

Alliance Formation with Several Coordinators

10. Web Computing

Balancing Volume, Quality and Freshness in Web Crawling

Learnable Topic-specific Web Crawler

A Spatial Dimension for Searching the World Wide Web

Building Yearbooks with RDF

A Non-Deterministic versus Deterministic Algorithm for Searching Spatial Configurations

Parallel Text Query Processing using Composite Inverted Lists

11. Interactive Systems

Human Reasoning in Soft Computing

A Focus and Constraint-based Genetic Algorithm for Interactive Directed Graph Drawing

Dialogue Act Connectionist Detection in a Spoken Dialogue System

A Trial Method to Create a Natural Interaction in Interactive Genetic Algorithm

12. Signal and Image Processing

Eigenspace-based Face Recognition: A Comparative Study of Different Hybrid Approaches

Pattern Recognition with Ultrasonic Sensor using Classification Methods

A Color Pattern Recognition Problem based on the Multiple Classes Random Neural Network Model

Jigsawing : A Method to Create Virtual Examples in OCR Data

Model-based Restoration of Short-Exposure Solar Images

Using a Helper FFN to Represent the Cost Function for Training DRNN's by Gradient Descent

Scene-based Nonuniformity Correction Method using the Inverse Covariance Form of the Kalman Filter.

Adaptive Bias Compensation for Non-Uniformity Correction on Infrared Focal Plane Array Detectors

Combining Genetic Algorithms and Neural Networks to Build a Signal Pattern Classifier

Accurate Human Face Extraction using Genetic Algorithm and Subspace Method

The Evolutionary Learning Rule for System Identification in Adaptive Finite Impulse Filters

2D-Histogram Lookup for Low-Contrast Fault Processing

13. Industrial Applications

A Railway Interlocking Safety Verification System based on Abductive Paraconsistent Logic Programming

Complete Algorithm to Realize CI Model-based Control and Monitoring Strategies on Microcontroller Systems

Using Genetic Algorithms for Minimizing the Production Costs of Hollow Core Slabs

Recognizing Malicious Intention in an Intrusion Detection Process

A Self-Growing Probabilistic Decision-based Neural Network with Applications to Anchor/Speaker Identification

HyCAR - A Robust Hybrid Control Architecture for Autonomous Robots

14. Web and Multimedia Applications

Clustering Web User Interests using Self Organising Maps

Web Traffic Mining using a Concurrent Neuro-Fuzzy Approach

Panoramic View System for Extracting Key Sentences based on Viewpoints and an Application to a Search Engine

Frequent Flyer Points Calculator: More than just a Table Lookup

A Large Benchmark Dataset for Web Document Clustering

Simulating an Information Ecosystem within the WWW

Author Index

A

B

C

D

E

F

G

H

I

J

K

L

M

N

O

P

R

S

T

V

W

X

Y

Z.

Notes:

"HIS '02, the Second International Conference on Hybrid Intelligent Systems, took place in Santiago de Chile, December 1-4, 2002"--Pref.

Includes bibliographical references and author index.

ISBN:

9786610505753

1-60129-461-1

1-280-50575-3

600-00-0559-8

OCLC:

936834985