人工智能与软计算-ICAISC 2006 Artificial intelligence and soft computing - ICAISC 2006
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作者： Leszek Rutkowski，Ryszard Tadeusiewicz，Lotfi A. Zadeh，Jacek Zurada 著
出 版 社： 湖北辞书出版社
出版时间： 2006-12-1字数：版次： 1页数： 1235印刷时间： 2006/12/01开本：印次：纸张： 胶版纸I S B N ： 9783540357483包装： 平装编辑推荐
The LNAI series reports state-of-the-art results in artificial intelligence re-search, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNAI has grown into the most comprehensive artificial intelligence research forum available.
The scope of LNAI spans the whole range of artificial intelligence and intelli- gent information processing including interdisciplinary topics in a variety of application fields. The type of material published traditionally includes.
proceedings (published in time for the respective conference)；
post-proceedings (consisting of thoroughly revised final full papers)；
research monographs (which may be based on PhD work).
内容简介
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.
目录
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 Networks
Sum 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 Algorithm
Fuzzy 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 Applications
Rough Sets
Classification and Clustering
Bioinformatics and Medical Applications
Various Problems of Artificial Intelligence
Author Index
