人工智能與軟計(jì)算-ICAISC 2006 Artificial intelligence and soft computing - ICAISC 2006

內(nèi)容概要

This book constitutes the refereed proceedings of the 8th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2006, held in Zakopane, Poland, in June 2006. The 128 revised contributed papers presented were carefully reviewed and selected from 400 submissions. The papers are organized in topical sections on neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, rough sets, classification and clustering, image analysis and robotics, bioinformatics and medical applications, various problems of artificial intelligence.

書籍目錄

Neural Networks and Their Applications  Multiehannel Data Aggregation by Layers of Formal Neurons  Estimation of Distribution Algorithm for Optimization of Neural Networks for Intrusion Detection System  Neural Network Implementation in Reprogrammable FPGA Devices  An Example for MLP  A New Approach for Finding an Optimal Solution and Regularization by Learning Dynamic Momentum  Domain Dynamics in Optimization Tasks  Nonlinear Function Learning by the Normalized Radial Basis Function NetworksSum and Product Kernel Regularization Networks  Chaotic Cellular Neural Networks with Negative Self-feedback  An Efficient Nonlinear Predictive Control Algorithm with Neural Models and Its Application to a High-Purity Distillation Process  Creativity of Neural Networks  Speed Up of the SAMANN Neural Network Retraining  Application of Neural Networks in Chain Curve Modelling  RBF Nets in Faults Localization   A Hypertube as a Possible Interpolation Region of a Neural Model  RBF Neural Network for Probability Density Function Estimation and Detecting Changes in Multivariate Processes  Fast Orthogonal Neural Networks  AI Methods in Solving Systems of Interval Linear Equations  A Fast and Numerically Robust Neural Network Training AlgorithmFuzzy Systems and Their Applications  On Interpretation of Non-atomic Values and Induction of Decision Rules in Fuzzy Relational Databases  A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy Rule-Based Classification Systems  Performance Evaluation of Fuzzy-Neural HTTP Request Distribution for Web Clusters  Fuzzy Approach to Correlation Function  A Method for Designing Flexible Neuro-fuzzy Systems  ……Evolutionary Algorithms and Their ApplicationsRough SetsClassification and ClusteringBioinformatics and Medical ApplicationsVarious Problems of Artificial IntelligenceAuthor Index

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