Advances in Computational Intelligence and Learning: Methods and Applications

Front Matter....Pages i-xvi
Front Matter....Pages 1-1
Accuracy and Transparency of Fuzzy Systems....Pages 3-16
Should Tendency Assessment Precede Rule Extraction by Clustering? (No!)....Pages 17-41
A Review of Wavelet Networks, Wavenets, Fuzzy Wavenets and their Applications....Pages 43-60
Investigating Neural Network Efficiency and Structure by Weight Investigation....Pages 61-69
An Evaluation of Confidence Bound Estimation Methods for Neural Networks....Pages 71-84
Compensation of Periodic Disturbances in Continuous Processing Plants by Means of a Neural Controller....Pages 85-106
Predictive Control with Restricted Genetic Optimisation....Pages 107-116
Adaptive Parameterization of Evolutionary Algorithms and Chaotic Populations....Pages 117-134
Neuro-Fuzzy Systems for Rule-Based Modelling of Dynamic Processes....Pages 135-146
Hybrid Intelligent Architectures using a Neurofuzzy Approach....Pages 147-158
Unifying Learning with Evolution Through Baldwinian Evolution and Lamarckism....Pages 159-168
Using An Evolutionary Strategy to Select Input Features for a Neural Network Classifier....Pages 169-181
Advances in Machine Learning....Pages 183-192
Symbolic and Neural Learning of Named-Entity Recognition and Classification Systems in Two Languages....Pages 193-210
Fuzzy Model-Based Reinforcement Learning....Pages 211-223
A Cellular Space for Feature Extraction and Classification....Pages 225-243
Front Matter....Pages 245-245
A Fuzzy Approach to Taming the Bullwhip Effect....Pages 247-262
Forecast of Short Term Trends in Stock Exchange using Fuzzy Rules and Neural Networks on Multiresolution Processed Signals....Pages 263-280
Customer Relationship Management: A Combined Approach by Customer Segmentation and Database Marketing....Pages 281-290
A new Vendor Evaluation Product for SAP R/3® Systems....Pages 291-306
Front Matter....Pages 245-245
About Robustness of Fuzzy Logic PD and PID Controller under Changes of Reasoning Methods....Pages 307-318
Control of MIMO Dead Time Processes Using Fuzzy Relational Models....Pages 319-330
Fuzzy Sliding Mode Controllers Synthesis through Genetic Optimization....Pages 331-341
Fuzzy RED: Congestion Control for TCP/IP Diff-Serv....Pages 343-352
The Use of Reinforcement Learning Algorithms in Traffic Control of High Speed Networks....Pages 353-369
Fuzzy Reasoning in WCDMA Radio Resource Functions....Pages 371-382
Odour Classification based on Computational Intelligence Techniques....Pages 383-399
Fuzzy Rule Based System for Diagnosis of Stone Construction Cracks of Buildings....Pages 401-411
Automated Design of Multi-Drilling Gear Machines....Pages 413-423
Optimal Design of Alloy Steels Using Genetic Algorithms....Pages 425-436
Intelligent Systems in Biomedicine....Pages 437-460
Diagnosis Of Aphasia Using Neural And Fuzzy Techniques....Pages 461-474
Gene Expression Data Mining for Functional Genomics using Fuzzy Technology....Pages 475-487
Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms....Pages 489-500
Perspectives of Computational Intelligence....Pages 501-511
Back Matter....Pages 513-515