Description
Book SynopsisIntelligent systems, or artificial intelligence technologies, are playing an increasing role in areas ranging from medicine to the major manufacturing industries to financial markets. The consequences of flawed artificial intelligence systems are equally wide ranging and can be seen, for example, in the programmed trading-driven stock market crash of October 19, 1987.
Intelligent Systems: Technology and Applications, Six Volume Set connects theory with proven practical applications to provide broad, multidisciplinary coverage in a single resource. In these volumes, international experts present case-study examples of successful practical techniques and solutions for diverse applications ranging from robotic systems to speech and signal processing, database management, and manufacturing.
Trade Review"…a significant contribution to the artificial intelligence (AI) field. Edited by Professor Cornelius Leondes, a leading contributor to intelligent systems, this set of six well-integrated volumes on the subject of intelligent systems techniques and applications provides a valuable reference for researchers and practitioners. This landmark work features contributions from more than 60 of the world's foremost AI authorities in industry, government, and academia. Perhaps the most valuable feature of this work is the breadth of materials covered…should be in the possession of all individuals involved in the field of intelligent systems."
- From the Foreword by Jack Durkin
"…a significant contribution to the artificial intelligence (AI) field. Edited by Professor Cornelius Leondes, a leading contributor to intelligent systems, this set of six well-integrated volumes on the subject of intelligent systems techniques and applications provides a valuable reference for researchers and practitioners. This landmark work features contributions from more than 60 of the world's foremost AI authorities in industry, government, and academia. Perhaps the most valuable feature of this work is the breadth of materials covered…should be in the possession of all individuals involved in the field of intelligent systems."
- From the Foreword by Jack Durkin
Table of ContentsVOLUME I: IMPLEMENTATION TECHNIQUES
The Quest for the Intelligent Machine, J. Durkin
Soft Computing Framework for Intelligent Human-Machine System Design, Simulation and Optimization, X.F. Zha and S.Y.E. Lim
Visualization and Modeling for Intelligent Systems, A.W. Crapo, L.B. Waisel, W.A. Wallace, and T.R. Willemain
Online Adaptation of Intelligent Decision Making Systems, H. Ishibuchi, R. Sakamoto, and T. Nakashima
Knowledge Intensive Collaborative Design Modeling and Decision Support Using Distributed Web-Based AI Tools, X.F. Zha and H.Du
A Multi-Agent Framework for Collaborative Reasoning, C. Miao, A. Goh, and Yuan Miao
Architecting Multi-Agent Systems: A Middleware Perspective, Z. Yang, R. Gay, and C.Y. Miao
Assisted Surgery Planning, C. Chee-Kai and C. Chi-Mun
Intelligent Software Systems for CNC Machining, G.-C. Vosniakos
Product Forecasting, J. Jiang, G. Klein, and R.A. Pick
Software Sensor Systems for Chemical and Biotechnological Processes, S. Vassileva, and X.Z. Wang
From Simple Graphs to Powerful Knowledge Representation: The Conceptual Graph Formalism, G.W. Mineau
VOLUME II: FUZZY SYSTEMS, NEURAL NETWORKS, AND EXPERT SYSTEMS
Engineering Applications of Neural Network Techniques, M. Zhou
Recurrent Neural Fuzzy Network Techniques and Applications, C.-F. Juang
Signal Processing, Y. Tan
Neural Network and Fuzzy Control Techniques for Robotic Systems, K. Kiguchi, K. Watanabe, and T. Fukuda
Processing of Linguistic Symbols in Multi-Level Neural Networks, A. Kandel and J.J. Park
Fuzzy Batching of Bulk Material, Z. Nikolaj, M. Miha, V. Jernej, and F. Jelena
Designing and Refining Linguistic Fuzzy Models to Improve Their Accuracy, R. Alcalá, J. Casillas, O. Cordón, and Francisco Herrera
GA-FRB: A Novel GA-Optimised Fuzzy Rule System, W.J. Chen and C. Quek
Fuzzy Cellular Automata and Fuzzy Sequential Circuits, M. Miha, Z. Nikolaj, V. Jernej, and F. Jelena
PACL-FNNS: A Novel Class of Falcon-Like Fuzzy Neural Networks Based on Positive and Negative Exemplars, W.L. Tung and C. Quek
Maximum Margin Fuzzy Classifiers with Ellipsoidal Regions, S. Abe
Neural Networks in Telecommunications Systems, S. Wu
VOLUME III: SIGNAL, IMAGE, AND SPEECH PROCESSING
Speech Processing, D.R. Campbell, C. Fyfe, and M. Girolami
Fuzzy theory in Nonlinear Signal Processing, K.E. Barner
Intelligent System Modeling of Bioacoustic Signals Using Advanced Signal Processing Techniques, L.J. Hadjileontiadis, Y.A. Tolias, and S.M. Panas
Automatic Recognition of Multichannel EEG Signals Using a Committee of Artificial Neural Networks, B.O. Peters, G. Pfurtscheller, and H. Flyvbjerg
Morphological Color Image Processing: Theory and Applications, I. Andreadis, M.I. Vardavoulia, G. Louverdis, and P. Tsalides
The Future of Artificial Neural Networks and Speech Recognition, Q. Liang and J.G. Harris
Advanced Neural-Based Systems for 3D Scene Understanding, G.L. Foresti
Shape Representation and Automatic Model Inference in Character Recognition Systems, H. Nishida
Novel Noise Modelling Using AI Techniques, A. Wahab and Q.H. Chai
VOLUME IV: DATABASE AND LEARNING SYSTEMS
Model Selection in Knowledge Discovery and Data Mining, H.T. Bao and N.T. Dung
Mining Chaotic Patterns in Relational Databases and Rule Extraction by Neural Networks, C. Deng
Topological Relations in Spatial Databases, E. Clementini
Intelligent Image Retrieval for Supporting Concept-based Queries: A Knowledge-Based Approach, J.D. Yang
Integrating Deductive Database Management Systems and Intelligent Agents for Electronic Commerce Applications, C.-H. Wu, S.-H. Doong, and C.-C. Lai
A Method for Fuzzy Query Processing in Relational Database Systems, S.-M. Chen and Y.-S. Lin
A Method for Generating Fuzzy Rules from Relational Database Systems for Estimating Null Values, S.-M. Chen and M.-S. Yeh
Adaptation of Cluster Sizes in Objective Function Based Fuzzy Clustering, A. Keller and F. Klawonn
Learning Rules about the Development of Variables over Time, F. Höppner and F. Klawonn
Integrating Adaptive and Intelligent Techniques into a Web-based Environment for Active Learning, H. Shi, O. Rodriguez-Jimenez, Y. Shang, and S.-S. Chen
The System Perspective of an Intelligent Tutoring System Based on the Inquiry Teaching Approach, L.H. Wong and C. Quek
An Intelligent Educational Metadata Repository, N. Bassiliades, F. Kokkoras, I. Vlahavas, and D. Sampson
Index
VOLUME V: MANUFACTURING, INDUSTRIAL, AND MANAGEMENT SYSTEMS
Integrated Intelligent Systems in the Design of Products and Processes, X.F. Zha and H. Du
Secure Identification and Communication in Distributed Manufacturing Systems, I. Mezgár and Z. Kincses
Concurrent Engineering (CE) Product Design, S. Myint and M.T. Tabucanon
Multi-product Batch Processing Systems, S. Chung, J.H. Jung and I.-B. Lee
Forecasting Applications, C.W. Chan and H.H. Nguyen
An Agent Approach for Intelligent Business Forecasting, Z. Shen, R. Gay, X. Li, and Zhonghua Yang
Chemical and Process Systems, B. Lennox and G. Montague
Non-linear Chemical Processes, B. Postlethwaite
Reinforcement Learning Applications to Process Control and Optimization, E.C. Martinez and O.A. Somaglia
Analyzing the Make-or-Buy Decision in the Automobile Industry Using the Fuzzy Analytic Hierarchical Process, A. de Korvin, R. Kleyle, and M. E. Bayou
The Digital Factory Becomes Reality, E. Westkämper, J. Pirron, R. Weller, and Jörg Niemann
Automated Inspection of Printed Circuit Boards, H.S. Cho
Chemical Process Control Systems, M.A. Hussain, C.W. Ng, N. Aziz, and I.M. Mujtaba
VOLUME VI: CONTROL AND ELECTRIC POWER SYSTEMS
Power System Stabilizers Based on Adaptive Control and Artificial Intelligence Techniques, O.P. Malik
Machine Learning Applied to Power System Dynamic Security Assessment, N.D. Hatziargyriou and E.S. Karapidakis
Power Systems Control Centers, Z.A. Vale
Intelligent Fault Diagnosis in Power Systems, M. Sforna, C.-C. Liu, S.-K. Joo, and D. Sobajic
Short Term and On-Line Electric Load Forecasting, M. Sforna
Intelligent Multiagent Control for Power Plants, R. Garduno-Ramirez and K.Y. Lee
Applying Architectural Patterns to the Design of Supervisory Control Systems, P.-W. Ng, H.-C. Quek, and M. Pasquier
Feature Based Integrated Design of Fuzzy Control Systems, G. Chen and H.-X. Li
Intelligent Controllers for Flexible Pole Cart Balancing Problem, E.P. Dadios
