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. Alcala, J. Casillas, O. Cordon, 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. Hoeppner 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. Mezgar 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. Westkamper, J. Pirron, R. Weller, and Joerg 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
Reviews for Intelligent Systems: Technology and Applications, Six Volume Set
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 coveredshould be in the possession of all individuals involved in the field of intelligent systems. - From the Foreword by Jack Durkin nificant 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 coveredshould be in the possession of all individuals involved in the field of intelligent systems. - From the Foreword by Jack Durkin