Computational Intelligence, Theory and Applications: International Conference 8th Fuzzy Days in Dortmund, Germany, Sept. 29-Oct. 01, 2004 Proceedings / Edition 1 available in Paperback
- Pub. Date:
- Springer Berlin Heidelberg
This book constitutes the refereed proceedings of the 8th Dortmund Fuzzy Days, held in Dortmund, Germany, 2004. The Fuzzy-Days conference has established itself as an international forum for the discussion of new results in the field of Computational Intelligence. All the papers had to undergo a thorough review guaranteeing a solid quality of the programme. The papers are devoted to foundational and practical issues in fuzzy systems, neural networks, evolutionary algorithms, and machine learning and thus cover the whole range of computational intelligence.
Table of ContentsSession Evolutionary Algorithms.- An Evolutionary Algorithm for the Unconstrained Binary Quadratic Problems.- Application of Genetic Algorithms by Means of Pseudo Gradient.- Optimization by Island-Structured Decentralized Particle Swarms.- Directed Mutation by Means of the Skew-Normal Distribution.- Session Rule-Based Fuzzy Inference.- Smooth Extensions of Fuzzy If-Then Rule Bases.- Pre-validation of a Fuzzy Model.- Multiresolution Fuzzy Rule Systems.- Invited Session Data Characterization through Fuzzy Clustering.- Fuzzy Clustering of Macroarray Data.- Fuzzy Clustering: Consistency of Entropy Regularization.- Fuzzy Long Term Forecasting through Machine Learning and Symbolic Representations of Time Series.- Fuzzy Prototypes Based on Typicality Degrees.- Plenary Talk.- The Power of Zadeh’s Protoforms: Towards General Problem Formulations in Fuzzy Multistage Control and Group Decision Making.- Session Fuzzy Control.- Fuzzy Logic Fluid Therapy Control System for Renal Transplantation.- Interpolative Fuzzy Reasoning in Behaviour-Based Control.- Fuzzy Modeling of Offensive Maneuvers in an Air-to-Air Combat.- Invited Session Recent Advances in Theoretical Soft Computing.- Approximation of Fuzzy Functions by Extended Fuzzy Transforms.- Fuzzy Control as a General Interpolation Problem.- Galois Connections with Truth Stressers: Foundations for Formal Concept Analysis of Object-Attribute Data with Fuzzy Attributes.- Fuzzy Transforms in Removing Noise.- Safe Modelling of Fuzzy If-Then Rules.- Perception-Based Logical Deduction.- Invited Session Towards Intelligent Decision Support Systems via Soft Computing.- Fuzzy Object-Oriented Modelling with Metadata Attributes in C#.- Strategies for Decision Making in the Conditions of Intuitionistic Fuzziness.- Fuzzy Linguistic Summaries in Text Categorization for Human-Consistent Document-Driven Decision Support Systems.- An Application of Intuitionistic Fuzzy Relational Databases in Football Match Result Predictions.- Generalized Net Model for Adaptive Electronic Assessment, Using Intuitionistic Fuzzy Estimations.- Session Fuzzy Logic in Decision Support.- Analytic Hierarchy Process Based on Fuzzy Analysis.- A Fuzzy-Ga Hybrid Technique for Optimization of Teaching Sequences Presented in ITSs.- Consistency Conditions for Fuzzy Choice Functions.- Session Applications of Fuzzy Systems.- A Fuzzy Logic Application to Environment Management System: A Case Study for Goksu Streams Water Quality Assesment.- Combination Rule of Normal Degrees on Automated Medical Diagnosis System (AMDS).- Generation of Representative Symptoms Based on Fuzzy Concept Lattices.- Session Connectives.- On the Direct Decomposability of Fuzzy Connectives, Negations and Implications Based on T-Norms and T-Conorms on Product Lattices.- The Cancellation Law for Addition of Fuzzy Intervals.- Generic View On Continuous T-Norms and T-Conorms.- Invited Session Intelligent Techniques for Knowledge Extraction and Management.- Mining Class Hierarchies from XML Data: Representation Techniques.- Generalizing Quantification in Fuzzy Description Logics.- Fuzzy Types: A First Step Towards Lazy Types in the .NET Framework.- Fuzzy Induction via Generalized Annotated Programs.- Evaluating Fuzzy Association Rules on XML Documents.- Plenary Talk.- Ubiquitous Robot.- Session Fuzzy Image Processing.- Combining Fuzzy Logic and Kriging for Image Enhancement.- Optical Quality Control of Coated Steel Sheets Using Fuzzy Grey Scale Correlograms.- Plenary Talk.- Fuzzy Methods in Knowledge Discovery.- Invited Session Evolutionary Algorithms.- Action Games: Evolutive Experiences.- Co-evolving Multilayer Perceptrons Along Training Sets.- Improving Parallel GA Performances by Means of Plagues.- Hybrid Evolutionary Algorithms for Protein Structure Prediction under the HPNX Model.- Invited Session Aggregation Operators.- Quasi-Copulas on Discrete Scales.- Basic Classification of Aggregation Operators and Some Construction Methods.- Homogeneous Aggregation Operators.- 1-Lipschitz Aggregation Operators, Quasi-Copulas and Copulas with Given Opposite Diagonal.- Fuzzy Measures and Choquet Integral on Discrete Spaces.- Session Neural Networks.- Modular Neural Network Applied to Non-Stationary Time Series.- A Feedforward Neural Network based on Multi-Valued Neurons.- Least-Squares Support Vector Machines for Scheduling Transmission in Wireless Networks.- Neural Networks for the Control of Soccer Robots.- Session Neuro-Fuzzy Systems.- Universal Approximator Employing Neo-Fuzzy Neurons.- Combined Learning Algorithm for a Self-Organizing Map with Fuzzy Inference.- Fuzzy/Neural Connection Admission Controller for Multimedia Traffic in Wireless ATM Networks.- Session Fuzzy Mathematics.- Limits of Functional Sequences in the Concept of Nearness Relations.- On the Law of Large Numbers on IFS Events.- An Axiomatic Approach to Cardinalities of IF Sets.- Session Fuzzy Optimization.- Sensitivity Analysis for Fuzzy Shortest Path Problem.- Fuzzy Coloring of Fuzzy Hypergraph.- Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms.- Session Poster Contributions.- Comparison of Reasoning for Fuzzy Control.- Evolving Scientific Knowledge.- Coding of Chaotic Orbits with Recurrent Fuzzy Systems.- Genetic-Based Tuning of Fuzzy Dempster-Shafer Model.- A Novel Design for Classifying Multi-Field Internet Packets Using Neural Networks.- Modeling Uncertainty in Decision Support Systems for Customer Call Center.- A New GA-Based Real Time Controller for the Classical Cart-Pole Balancing Problem.- Depth Control of Desflurane Anesthesia with an Adaptive Neuro-Fuzzy System.- Ultrasound Intensity and Treatment Time Fuzzy Logic Control System for Low Cost Effective Ultrasound Therapy Devices.