Frontiers in Artificial Intelligence and Applications Volume 69
Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies
N. Baba, L.C. Jain and R.J. Howlett
140x210mm pp.1650 Yen16,200 2001
The annual KES International Conferences in Knowledge-Based Intelligent Information Engineering Systems and Allied Technologies has become an event that is held in high regard by the Intelligent Systems community. The conference series has become known for a number of desirable properties: the quality of the papers; innovative new session topics; the demonstration and evaluation of original ideas; and a spirit of eagerness for the exchange of ideas, synergy and collaboration. The Proceedings of the fifth conference in the series represents a comprehensive survey of the recent research mainly on the theory and applications of knowledge-based intelligent information systems including but not limited to the following topics:- Generic Intelligent Techniques: Artificial neural networks, machine learning, knowledge based & expert Systems, case-based reasoning, fuzzy and neuro-fuzzy techniques, genetic algorithms, artificial life, intelligent agents; Applications of Intelligent Systems: Condition monitoring, fault diagnosis, industrial control, medical & diagnostic systems, image processing, machine & computer vision, financial & stock market monitoring and prediction, speech processing and synthesis, natural language processing, environmental monitoring, power electronics & drives, high voltage systems, engine control and vehicle applications Allied Technologies:Communications, digital and computer communications, signal processing & wavelets, virtual reality, multi-media, the internet and web-based technologies, human-computer interfaces, E-commerce, computer pets, software techniques, simulation. The Proceedings will be of interest to all those who wish to find out the results of the latest research in the intelligent systems field. It should be read by engineers, researchers, research students, and technically-aware managers. The book is unique because of its breadth, depth and quality of coverage of the field.
Part I Keynote Speeches Organized and Contributed Sessions: Fuzzy Systems and Data Mining/ Intelligent Techniques and Software Engineering/ Biologically Inspired Paradigms in Computational Intelligence/ Evolutionary Systems/ Knowledge-based Systems, Knowledge Discovery I/ Training Algorithm of Neural Network & Neural Network Model/ Data Base and Image Retrieval/ Intelligent Knowledge Acquisition/ SOM and Data Visualization/ Neural Networks in Data Mining/ Applications of Intelligent Systems for Industrial Control, Fault Classification, and Image Processing I/ Modular Neural Networks: Theory and Applications/ Conversational Intelligence and its Applications/ Knowledge-Based systems, Knowledge Discovery II/ Intelligent Data Processing in Process Systems and Plants I-Intelligent Monitoring/ Knowledge Based Systems I/ Nondestructive Evaluation (NDE) for Diagnostics/ Data Clustering and Classification/ Intelligent Optimization Using Soft Computing Technologies/ Intelligent Data Analysis/ Applications of Intelligent Systems for Industrial Control, Fault Classification, and Image Processing II/ Intelligent Robots Utilizing Soft Computing Technologies/ Complex-Valued Neural Networks and their Applications/ Knowledge-Based systems, Knowledge Discovery III/ Intelligent Data Processing in Process Systems and Plants II- Design, Modeling, Simulation and Control/ Knowledge Based Systems II/ Intelligent Systems for Diagnosis and Fault Detection/ Mathematical Models of Fuzzy Systems/ Methodological Aspects of Soft Computing in the Human Sciences/ Application of Soft Computing Techniques for Financial Forecasting/ Information Systems for the Access to Digital Services for Wide Community/ Bioinformatics Towards Post Genome Sequence Era/ Decision Making in Fuzzy and Stochastic Environments/ author index
Part II Utilization of Soft Computing Techniques for Intelligent Prediction/ Intelligent Image Coding and Image Segmentation/ Perception, Learning and Robotic Systems/ Recurrent Neural Networks and Signal Processing/ Digital Image Processing and Analysis: New Developments and Applications/ Internet Communication Utilizing Intelligent Agents and Computer Pets/ Industrial Application with Artificial Intelligence/ Chance Discovery and its Applications I/ Emotion Oriented Intelligent Systems I/ Utilization of Neural Networks and Gas for Intelligent Classification/ Knowledge Based Signal and Image Processing I/ Intelligent Control Utilizing Neural Networks I/ Utilization of Soft Computing Techniques for Intelligent Knowledge Processing and Data Mining/ Kansei Visual Sensing and Human Interface/ Granular Computing/ Artificial Neural Networks and Adaptive Systems for the Information Technologies/ Chance Discovery and its Application II/ Emotion Oriented Intelligent Systems II/ Cognitive Model/ Knowledge Based Signal and Image Processing II/ Intelligent Control Utilizing Neural Network II/ Recent Trends in Communication Systems/ Robotic Intelligence by Soft Computing/ Image Processing/ Evolutionary Computation and Fuzzy Optimisation/ Internet Application/ Various Soft Computing Techniques/ Fuzzy Multiobjective Programming and Evolutionary Games/ Intelligent Knowledge Processing Utilizing Neural Networks and Expert Systems/ Hybridization of Various Intelligent Techniques/ Intelligent Web Tools/ Geometry and Statistics in Neural Network Learning Theory/ A New Approach for Dynamic Document Treatment/ Special Accompanying Sessions/ author index