Leszek Rutkowski / Ryszard Tadeusiewicz / Lofti A. Zadeh / Jacek M. Zurada (eds.)

Artificial Intelligence and Soft Computing - ICAISC 2008

9th International Conference Zakopane, Poland, June 22-26, 2008, Proceedings
Herausgegeben von Rutkowski, Leszek; Tadeusiewicz, Ryszard; Zadeh, Lofti A.; Zurada, Jacek M.

• Broschiertes Buch

Produktbeschreibung

This book constitutes the refereed proceedings of the 9th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2008, held in Zakopane, Poland, in June 2008. The 116 revised contributed papers presented were carefully reviewed and selected from 320 submissions. The papers are organized in topical sections on neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, classification, rule discovery and clustering, image analysis, speech and robotics, bioinformatics and medical applications, various problems of artificial intelligence, and agent systems.

Produktdetails

• Lecture Notes in Computer Science Vol.5097
• Verlag: Springer, Berlin
• Seitenzahl: 1269
• Englisch
• Abmessung: 237mm x 156mm x 41mm
• ISBN-13: 9783540695721
• ISBN-10: 3540695729
• Artikelnr.: 24382969

Inhaltsangabe

Neural Networks and Their Applications.- Input Signals Normalization in Kohonen Neural Networks.- Parallel Realisation of the Recurrent RTRN Neural Network Learning.- Stable Learning Algorithm of Global Neural Network for Identification of Dynamic Complex Systems.- The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process.- WWW-Newsgroup-Document Clustering by Means of Dynamic Self-organizing Neural Networks.- Municipal Creditworthiness Modelling by Kohonen's Self-organizing Feature Maps and LVQ Neural Networks.- Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform.- Accuracy Improvement of Neural Network State Variable Estimator in Induction Motor Drive.- Ensemble of Dipolar Neural Networks in Application to Survival Data.- Binary Optimization: On the Probability of a Local Minimum Detection in Random Search.- Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates.- Efficient Predictive Control Integrated with Economic Optimisation Based on Neural Models.- Model-Based Fault Detection and Isolation Using Locally Recurrent Neural Networks.- Neural Network in Fast Adaptive Fourier Descriptor Based Leaves Classification.- Improving the Efficiency of Counting Defects by Learning RBF Nets with MAD Loss.- Robust MCD-Based Backpropagation Learning Algorithm.- Some Issues on Intrusion Detection in Web Applications.- Neural Network Device for Reliability and Functional Analysis of Discrete Transport System.- Maximum of Marginal Likelihood Criterion instead of Cross-Validation for Designing of Artificial Neural Networks.- Fuzzy Systems and Their Applications.- Type-2 Fuzzy Decision Trees.- An Application of Weighted Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems.- Real-Time Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift Algorithm.- A New Method for Decision Making in the Intuitionistic Fuzzy Setting.- Linguistic Summarization of Time Series Using Fuzzy Logic with Linguistic Quantifiers: A Truth and Specificity Based Approach.- TS Fuzzy Rule-Based Systems with Polynomial Membership Functions.- From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier.- Efficient Fuzzy Predictive Economic Set-Point Optimizer.- Imprecision Measures for Type-2 Fuzzy Sets: Applications to Linguistic Summarization of Databases.- Assessing the Non-technical Service Aspects by Using Fuzzy Methods.- Adaptation of Rules in the Fuzzy Control System Using the Arithmetic of Ordered Fuzzy Numbers.- Regression Modeling with Fuzzy Relations.- A New Approach to Creating Multisegment Fuzzy Systems.- On Defuzzification of Interval Type-2 Fuzzy Sets.- Combining Basic Probability Assignments for Fuzzy Focal Elements.- Using Intuitionistic Fuzzy Sets in Text Categorization.- Evolutionary Algorithms and Their Applications.- Improving Evolutionary Algorithms with Scouting: High-Dimensional Problems.- Memetic Algorithm Based on a Constraint Satisfaction Technique for VRPTW.- Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization.- Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm.- Evolutionary Methods to Create Interpretable Modular System.- Fractal Dimension of Trajectory as Invariant of Genetic Algorithms.- Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution.- Particle Swarm Optimization with Variable Population Size.- Genetic Algorithm as a Tool for Stock Market Modelling.- Robustness of Isotropic Stable Mutations in a General Search Space.- Ant Colony Optimization: A Leading Algorithm in Future Optimization of Petroleum Engineering Processes.- Design and Multi-Objective Optimization of Combinational Digital Circuits Using Evolutionary Algorithm with Multi-Layer Chromosomes.- On Convergence of a Simple Genetic Algorithm.- Tuning Quantum Multi-Swarm