1st Edition

Intelligent Systems Technology and Applications, Six Volume Set

Edited By Cornelius T. Leondes Copyright 2002
    2400 Pages 955 B/W Illustrations
    by CRC Press

    Intelligent 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.

    VOLUME 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

    Biography

    Cornelius T. Leondes

    "…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