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Advances in Intelligent Systems : Theory and Applications - M. Mohammadian

Advances in Intelligent Systems

Theory and Applications

By: M. Mohammadian (Editor)

Hardcover

Published: 1st January 2000
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This book is dedicated to the theory and applications of Intelligent Systems. Research and development work in Intelligent Systems area is growing rapidly due to many successful applications of these new techniques in very diverse problems. "Intelligent Systems and Techniques" cover many fields such as neural networks, (adaptive) fuzzy logic, evolutionary computing and their hybrids and derivatives. This book is to provide highlights of the current research in Intelligent Systems area. It consists of research papers in the fields of Neural Networks, Fuzzy Logic, Genetic Algorithms and Evolutionary Computing, Knowledge Acquisition and Knowledge Discovery, Intelligent Agents, Image Processing, Robotics and Automation, Speech Recognition, Signal Processing and Control, Data Mining and Information Retrieval, Case-based Reasoning and Clustering.

Preface
International Program Committee and Liaisons
Bayesian Neural Networks: A New Tool for Permeability Predictionp. 1
A New Practical BP Classification Method for Attributive Data Using Multivariate Analysisp. 7
Combined Kohonen and RBF Networks to Predict Electrolyte Additives in Hall-Heroult Cellp. 13
Intelligent Computation for Nonlinear Modelling and Constrained Nonlinear Optimal Controlp. 19
Real-Time Game-Playing Robot Using Neural Network Algorithmsp. 28
Intelligent Control of Aluminium Reduction Cells Using Backpropagation Neural Networksp. 34
Automated Testing and Configuring of Fuzzy Controllersp. 40
Intelligent Data Analysis for Business Decision Support via Fuzzy Clusteringp. 45
A Fuzzy Control Model for a Helicon Plasma Sourcep. 53
A Comparison of Selected Fuzzy Multicriteria Analysis Methodsp. 60
Classification with Fuzzy Hybrid Techniquesp. 66
Application of Fuzzy Clustering in Modeling of a Water Hydraulics Systemp. 72
Automatic Maintenance of Evolving Topic Structure in Intelligent Information Systemsp. 78
Fuzzy Approach for Prioritization in the Analytic Hierarchy Processp. 84
An Evolutionary Strategy for Partially Supervised Conceptual Clusteringp. 90
Economic Modelling with a General Purpose GAp. 96
A Comparison of Fitness Functions for Evolutionary Rule Generationp. 102
Robust Neural Network Controller with an Optimal Architecture Determined by Genetic Algorithmsp. 110
A Knowledge Acquisition System Using RDR for Fuzzy Domainsp. 116
Multiple Objective Optimization Techniques: A Brief Reviewp. 122
Multi-Objective Problem, Multi-Species Solution: An Application of the Cellular Genetic Algorithmp. 129
A New Approach to Semantic Word-Matching for Knowledge Acquisition from Text Containing Daily-Used Wordsp. 135
Rule-Based Approaches for the Recognition of Driving Maneuversp. 141
Remote Sensing Data Interpretation Using Knowledge Engineeringp. 147
Advanced Document Analysis in an Intelligent Information Systemp. 153
Genetic Algorithm Approach to Route Planning under Variable Terrainp. 159
Defining the Tasks of Agents in Distributed Multimedia Systemsp. 166
Parallel Implementation of Approximate Reasoning and Its Incorporation into Multi-Agent Systemsp. 172
A Multiagent Design System with Machine Learning Mechanismp. 178
Decision Aggregation in Multi-Agent Systemsp. 185
Using Reinforcement Learning to Maintain Balance of a Four Legged Walking Robotp. 191
Obstacle Avoidance of a Mobile Robot Using Fuzzy Logic Controlp. 197
Reference Model Adaptive Control of Robot Manipulatorp. 203
Dynamical Situation and Trajectory Discrimination by Means of Clustering and Accumulation of Raw Range Measurementsp. 209
Locomotion Controllers for Mass-Spring Creaturesp. 215
Application of Ordinal Optimization Based Tabu Search to Voltage and Reactive Power Control in Electric Power Systemsp. 221
Performance Evaluation of the Minimal Radial Basis Function Network for Real-Time Identification of Time Varying Nonlinear Systemsp. 227
Visualisation of Electrical Transients Using the Wavelet Transformp. 233
A Speech Indexing System for Recorded Audio Source Based on Speaker Identification Techniquep. 239
A General Approach to Hard, Fuzzy and Probabilistic Models for Pattern Recognitionp. 244
Frame-Level Hidden Markov Modelsp. 252
Mining Patterns in Discrete-Valued Time Series Databasesp. 260
Clustering with DataBotsp. 266
Rapid Fine-Tuning of Computationally Intensive Classifiersp. 274
A Mechanism for Inferring Approximate Solutions under Incomplete Knowledge based on Rule Similarityp. 280
Commonsense Aboutness for Information Retrievalp. 288
Application of CBR Case Representation to Architectural Design Reusep. 296
CoA Advisory System Based on the Multiple Criteria Decision Analysisp. 302
Road Extraction from High Resolution Images by Composite Learningp. 308
Efficient Image Rendering Using a Fuzzy Logic Model of Visual Attentionp. 314
Multifractal Texture Segmentation for Off-Road Robot Visionp. 320
Feature Sets for Natural Image Retrievalp. 326
Towards a Qualitative Spatial Model for Military GISsp. 332
An Efficient Video Structuring and Summary for the Educational Videop. 337
Pixel-Level Edge Detection Using a Cellular Automata-Based Modelp. 343
Compressed Beef Marbling Image Database with Browser-Based Retrieval Systemp. 352
Fluency Functions-Based Sequential Compression Method for Cross Sectional Rib-Eye Imagep. 359
Robust Region Detection Algorithm for Cross Sectional Beef Rib-Eyep. 365
Searching and Drawing a Facial Image in the Mind by Using a Psychometrical Space Modelp. 371
A Computational Intelligence Approach to the Database Inference Problemp. 377
Author Indexp. 389
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9781586030438
ISBN-10: 1586030434
Series: Frontiers in Artificial Intelligence and Applications
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 404
Published: 1st January 2000
Publisher: IOS Press
Country of Publication: US
Dimensions (cm): 23.4 x 15.6  x 2.3
Weight (kg): 0.74
Edition Number: 1