Buch
Advances in Computational Intelligence and Learning
-Methods and Applications-Hans-Jürgen Zimmermann; Georgios Tselentis; Maarten van Someren; Georgios Dounias (Hrsg.)
Übersicht
Verlag | : | Springer Netherland |
Buchreihe | : | International Series in Intelligent Technologies (Bd. 18) |
Sprache | : | Englisch |
Erschienen | : | 31. 01. 2002 |
Seiten | : | 515 |
Einband | : | Gebunden |
Höhe | : | 235 mm |
Breite | : | 155 mm |
Gewicht | : | 958 g |
ISBN | : | 9780792376453 |
Sprache | : | Englisch |
Inhaltsverzeichnis
Accuracy and Transparency of Fuzzy Systems.- Should Tendency Assessment Precede Rule Extraction by Clustering? (No!).- A Review of Wavelet Networks, Wavenets, Fuzzy Wavenets and their Applications.- Investigating Neural Network Efficiency and Structure by Weight Investigation.- An Evaluation of Confidence Bound Estimation Methods for Neural Networks.- Compensation of Periodic Disturbances in Continuous Processing Plants by Means of a Neural Controller.- Predictive Control with Restricted Genetic Optimisation.- Adaptive Parameterization of Evolutionary Algorithms and Chaotic Populations.- Neuro-Fuzzy Systems for Rule-Based Modelling of Dynamic Processes.- Hybrid Intelligent Architectures using a Neurofuzzy Approach.- Unifying Learning with Evolution Through Baldwinian Evolution and Lamarckism.- Using An Evolutionary Strategy to Select Input Features for a Neural Network Classifier.- Advances in Machine Learning.- Symbolic and Neural Learning of Named-Entity Recognition and Classification Systems in Two Languages.- Fuzzy Model-Based Reinforcement Learning.- A Cellular Space for Feature Extraction and Classification.- A Fuzzy Approach to Taming the Bullwhip Effect.- Forecast of Short Term Trends in Stock Exchange using Fuzzy Rules and Neural Networks on Multiresolution Processed Signals.- Customer Relationship Management: A Combined Approach by Customer Segmentation and Database Marketing.- A new Vendor Evaluation Product for SAP RJ3® Systems.- About Robustness of Fuzzy Logic PD and PID Controller under Changes of Reasoning Methods.- Control of MIMO Dead Time Processes Using Fuzzy Relational Models.- Fuzzy Sliding Mode Controllers Synthesis through Genetic Optimization.- Fuzzy RED: Congestion Control for TCP/IP Diff-Serv.- The Use of Reinforcement Learning Algorithms inTraffic Control of High Speed Networks.- Fuzzy Reasoning in WCDMA Radio Resource Functions.- Odour Classification based on Computational Intelligence Techniques.- Fuzzy Rule Based System for Diagnosis of Stone Construction Cracks of Buildings.- Automated Design of Multi-Drilling Gear Machines.- Optimal Design of Alloy Steels Using Genetic Algorithms.- Intelligent Systems in Biomedicine.- Diagnosis Of Aphasia Using Neural And Fuzzy Techniques.- Gene Expression Data Mining for Functional Genomics using Fuzzy Technology.- Symbolic, Neural and Neuro-fuizy Approaches to Pattern Recognition in Cardiotocograms.- Perspectives ofComputational Intelligence.