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Computational Intelligence - Theory and Applications : International Conference, 7th Fuzzy Days, Dortmund, Germany, October 1-3, 2001 Proceedings :  International Conference, 7th Fuzzy Days, Dortmund, Germany, October 1-3, 2001 Proceedings - Bernd Reusch

Computational Intelligence - Theory and Applications : International Conference, 7th Fuzzy Days, Dortmund, Germany, October 1-3, 2001 Proceedings

International Conference, 7th Fuzzy Days, Dortmund, Germany, October 1-3, 2001 Proceedings

By: Bernd Reusch (Editor)


Published: November 2001
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This book constitutes the refereed proceedings of the International Conference on Computational Intelligence, 7th Dortmund Fuzzy Days, held in Dortmund, Germany, in October 2001. The 71 revised full papers presented were carefully reviewed and selected from an overwhelming number of submissions. Also included are four invited contributions and 24 poster presentations. The papers are devoted to foundational and practical issues in fuzzy systems, soft computing, neural networks, evolutionary algorithms, and machine learning and thus cover the whole range of computational intelligence.

Invited Lecture
Interactive Evolutionary Computation as Humanized Computational Intelligence Technologyp. 1
Fuzzy Logic Systems I
Microcontroller-Based Fuzzy System to Optimize the Anaerobic Digestion in Biogas Reactorsp. 2
The Decision of Service Centres Location Problem in Fuzzy Conditionsp. 11
Neural Networks Medical Applications 2p. 18
Discrimination between Two Mental States (Rest and Motor Image) Using Wavelet Transform and Neural Networksp. 28
Soft Computing Systems I
Decision Making in Diagnosis of Oral Mucosa Lesionsp. 33
Invited Lecture
Fuzzy Logic and the Internet: Lingustic Summarization of Distributed Sets of Datap. 40
Fuzzy Logic Image Processing
Adaptive Color- and Edge-Based Image Segmentation Using Fuzzy Techniquesp. 43
Computer Aided Diagnosis System of Meniscal Tearswith T1 and T2 Weighted MR Images Based on Fuzzy Inferencep. 55
A New Paradigm for Fuzzy Aggregation in Multisensorial Image Processingp. 59
An Adaptive Learning Algorithm for a Neuro-fuzzy Networkp. 68
Fuzzy Probabilistic Neural Networks: A Practical Approach to the Implementation of Baysian Classifierp. 76
Fuzzy-?y for Back Propagation Networksp. 86
Soft Computing Systems II
eaLib-AJavaFramework for Implementation of Evolutionary Algorithmsp. 92
Experimental Evaluation of Fuzzy Controllers for an Outdoor AGVp. 103
Time-Series Segmentation and Symbolic Representation, from Process-Monitoring to Data-Miningp. 118
Fuzzy Logic Medical Applications
Brain State Recognition Using Fuzzy C-Means (FCM) Clustering with Near Infrared Spectroscopy (NIRS)p. 124
Microcontroller Based Fuzzy Logic Sevofluorane Anesthesia Control Systemp. 137
Intuitionistic Fuzzy Sets in Some Medical Applicationsp. 148
Neural Networks Theory
Interpretation of Trained Neural Networks by Rule Extractionp. 152
Neural Model Identification Using Local Robustness Analysisp. 162
Computing with Activity Patternsp. 174
Soft Computing Systems III
A GA-Based Algorithm with a Very Fast Rate of Convergencep. 185
Representing and Learning Conditional Information in Possibility Theoryp. 194
Extracting Trapezoidal Membership Functions of a Fuzzy Rule System by Bacterial Algorithmp. 218
Invited Lecture
Possibility Theory, Probability Theory and Multiple-Valued Logics: A Clarificationp. 228
Fuzzy Logic Theory I
Parameterized Petri Net Reformulation of the Fuzzy Production Systemp. 229
Fuzzy Topologies Induced by Fuzzy Relation Based Modifiersp. 239
Advanced Inference Filter Denazificationp. 249
On Cardinality and Singular Fuzzy Setsp. 261
Neural Networks Image Processing I
Fast Iris Detection for Personal Verification Using Modular Neural Netsp. 269
A Rotation Invariant Algorithm for Recognitionp. 284
Application of the Neural Networks Based on Multi-valued Neurons to Classification of the Images of Gene Expression Patternsp. 291
A Multi-purpose Visual Classification Systemp. 305
Evolutionary Algorithms Theory I
Problem Difficulty in Real-Valued Dynamic Problemsp. 313
GeLog - A System Combining Genetic Algorithm with Inductive Logic Programmingp. 326
Decision Strategies in Evolutionary Optimizationp. 345
A Cluster-Based Evolutionary Algorithm for Multi-objective Optimizationp. 357
Fuzzy Logic Theory II
Inherent Wave Estimation on Ultrasonic Non-destructive Testing Using Fuzzy Inferencep. 369
Fuzzy Association Rules: Semantic Issues and Quality Measuresp. 380
Calculation vs. Subjective Assessment with Respect to Fuzzy Probabilityp. 392
Methodology for Optimizing Fuzzy Classifiers Based on Computational Intelligencep. 412
Neural Networks Image Processing II
Analysing the Structure of Poly-crystalline Materials by 2-Dimensional DLS-Spectra and Neural Netsp. 420
A Neuron-MOS Threshold Element with Switching Capacitorsp. 430
A Neural Approach to Compression of Hyperspectral Remote Sensing Imageryp. 436
Multi-valued and Universal Binary Neurons: New Applications in Intelligent Image Processingp. 450
Evolutionary Algorithms Theory II
Hybrid Two-Population Genetic Algorithmp. 464
Reducing Bloat in Genetic Programmingp. 471
Too Much Knowledge Hurts: Acceleration of Genetic Programs for Learning Heuristicsp. 479
Gaussians-Based Hybrid System for Prediction and Classificationp. 492
Fuzzy Logic Theory III
A Color Problem for Fuzzy Graphp. 500
On the Uniqueness of Interpretations for Fuzzy IF-THEN Rule Basesp. 506
Quantum Computers as Fuzzy Computersp. 526
Improvement of the Cluster Searching Algorithm in Sugeno and Yasukawa's Qualitative Modeling Approachp. 536
Neural Networks Applications
Can Perceptrons Identify Users of Body Lotion?p. 550
Reinforcement Learning for Control of Traffic and Access Points in Intelligent Wireless ATM Networksp. 554
Categorization of Time Delay by Means of Neural Networksp. 565
Neural Networks as a Tool for Gray Box Modelling in Reactive Distillationp. 576
Evolutionary Algorithms Applications
On Step Width Adaptation in Simulated Annealing for Continuous Parameter Optimisationp. 589
GA-Based Search for Paths with Minimum Energy Consumption for Mobile Robot Systemsp. 599
A New Modified Genetic Algorithm for Multiuser Detection in DS/CDMA Systemsp. 608
Clustering of Categoric Data in Medicine - Application of Evolutionary Algorithmsp. 619
Invited Lecture
A New Direction in AI - Toward a Computational Theory of Perceptionsp. 628
Fuzzy Logic Systems II
Personalization of Newsletters Using Multistage Fuzzy Inferencep. 629
Fuzzy Techniques for XML Data Smushingp. 637
A New Fuzzy-Based Multi-objective Optimization Concept for Process Control Systemsp. 653
An Improved Shape-Preserving Affine Takagi-Sugeno Controller Using Splinesp. 671
Machine Learning
METALA: A Meta-learning Architecturep. 688
On-Line Signature Verification Using a Computational Intelligence Approachp. 699
Autonomous Driving through Intelligent Image Processing and Machine Learningp. 712
SVD Reduction in Continuos Environment Reinforcement Learningp. 719
Soft Computing Systems IV
Analyzing Directed Acyclic Graph Recombinationp. 739
Rough Set Based Knowledge Discovery of Interface for the Internet Usage among Japanese Elderly Womenp. 749
Fuzzy Limits and Fuzzy Nearness Relationp. 755
Handwritten Digit Recognition: A Neural Network Demop. 762
New Neural Netsp. 772
Inference in Fuzzy Models of Physical Processesp. 782
About the Combination of Functional Approaches and Fuzzy Reasoningp. 791
Expected Utility Networks in Transferable Belief Modelp. 800
Data Clustering and Rule Abduction to Facilitate Crime Hot Spot Predictionp. 807
Computing with Words: Multi-objective GAS for Approximate Reasoningp. 822
The Description of All V-Distributive Triangular Norms of Lengths 2 and 3p. 829
Latent Semantic Analysis for German Literature Investigationp. 834
Some Possibilities of Improving the CORA Classification Algorithmp. 842
Computer Aided Selection of Cutting Parameters by Using Fuzzy Logicp. 854
Process Monitoring in Chemical Plants Using Neural Networksp. 871
Fuzzy Probability and Power System Safetyp. 885
A Fuzzy Logic System Used in Safety Analysisp. 890
Chaining of Fuzzy Rules in RETE Networkp. 895
A Fuzzy Relation for Comparing Intervalsp. 904
Tomography in Fractal Neural Netsp. 917
Fuzzy Approach in Ultrasound Image Segmentationp. 924
Dynamic Decision Making Based on Partial Probability Informationp. 930
AMA: An OWA Operator Based on the Majority Processp. 937
DSP Implementation of Fuzzy Controlled Magnetic Levitation Systemp. 950
Programming Work Simulator of the Ann-Based Integrated Protection System for the Reversible Hydro Generating Setsp. 959
Blending of 2D Objects Using Fuzzy Logicp. 968
The Application Based on Incremental Knowledge Discovery Algorithm in Color Matching Systemp. 976
Fuzzy Convexity and Connectivityp. 990
Author Indexp. 1001
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9783540427322
ISBN-10: 3540427325
Series: Universitext
Audience: General
Format: Paperback
Language: English
Number Of Pages: 1006
Published: November 2001
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 5.13
Weight (kg): 1.41