5. Neural-Fuzzy Systems And Learning

703

Fuzzy And Neuro-Fuzzy Modeling

Learning In Complex Environments
Hanns Jakob Sommer, Germany

705

Neural Fuzzy Control Based On Reinforcement Learning And Dynamic Cell Structures
Jörg Bruske, Ingo Ahrns, Gerald Sommer, Germany

710

Unsupervised Neural Network For Fuzzy Clustering
Hyun-Sook Rhee, Kyung-Whan Oh, Korea

715

Modelling Of A Pump-Valve System Using Neural And Fuzzy Approaches
Enso Ikonen, Pasi Heikkinen, Urpo Kortela, Finland

720

Processing Of Polysensorical Knowledge For Virtual Reality On Neuro-Fuzzy Basis: Speech Behavior
David Shapiro, Russia

725

A Note On Making Neural Network Based Learning Systems Robust
Ashish Ghosh, Japan

729

Fuzzy Neural Network Applied In Rotary Crane For Anti-Swing Control
Ichiro Yaginuma, Yutaka Chiku, Shin-ichi Yamada, Hideji Fujikawa, Japan

734

Identification In Self-Organizing Model By Chaotic Attractors
Tomonori Nishikawa, Masafumi Imai, Shizue Shimizu, Japan

737

On-Line Identification In Control Systems Using A Fuzzy Neural Network
Liam P. Maguire, J. G. Campbell, T. M. McGinnity, A. A. Hashim, Northern Ireland / United Kingdom

742

Neuro-Fuzzy-Genetic Adaptiv Control System
Frank Wieland, F. Aliev, Germany

747

Advances In Neuro-Fuzzy Modeling

A Unifying Framework For Mechanistic, Fuzzy And Data Driven Modelling
Tom Kavli, Glenn Terje Lines, Norway

752

Bayesian Regularisation Applied To Neurofuzzy Models
Kevin M. Bossley, Christopher John Harris, M. Brown, United Kingdom

757

The Theory And Implementation Of The B-Spline Neurofuzzy Construction Algorithm
Christopher John Harris, M. Brown, K. M. Bossley, United Kingdom

762

Adaptive Control Of A Satellite By Reinforcement Learning With A Fuzzy Performance Measure
Henk B. Verbruggen, R. Babuska, W. M. van Buijtenen, G. Schram, The Netherlands

767

Learning In Neuro-Fuzzy Systems

A Neural Net Architecture With Functional Equivalence To Fuzzy Systems And Adaptive Complexity
Kai Heesche, Werner Hauptmann, Karl Goser, Germany

772

An Intuitionistic Fuzzy RBF Network
Ludmila Kuncheva, Krassimir Atanassov, United Kingdom

777

A New Approach To The Adaptation Of Fuzzy Relations
Martin Spott, Joachim Weisbrod, Germany

782

Neural-Fuzzy Approach To Medical Decision Support And To System Modelling
Marian B. Gorzalczany, Poland

787

Semi-Plenary IX

Neuro-Fuzzy Systems From The Neural Network Perspective
Saman K. Halgamuge, Australia

792

6. Fuzzy Databases and Information Retrieval

801

Fuzzy Dependencies In Databases

On The Connection Between Fuzzy Functional Dependencies And Redundancy
Patrick Bosc, Didier Dubois, Olivier Pivert, Henri Prade, France

803

Extended Keys And Integrity Rules Based On Fuzzy Functional Dependency
Guoqing Chen, Etienne E. Kerre, Jacques Vandenbulcke, China

806

Discovering Fuzzy Functional Dependencies In Databases
Juan Carlos Cubero, J. M. Medina, O. Pons, M. A. Vila, Spain

811

A Partition Method Of Fuzzy Inheritance Hierarchies
Wei-Yi Liu, Hao-Cheng Tian, China

816

Formulating Functional Dependencies in Fuzzy Databases
Michinori Nakata, France

821

Soft Techniques In Information Retrieval

Fuzzy Relevance Values For Information Retrieval And Hypertext Link Generation
Tamas D. Gedeon, L. T. Koczy, S. Singh, R. A. Bustos, Australia

826

Fitness Landscape And Performance Of Genetic Algorithms In Fuzzy Information Retrieval
Sophie Rochet, Elie Sanchez, Christophe Tassier, France

831

Kinematics Of Probabilistic Term Weights And Term Space Knowledge In Information Retrieval
Fabio Crestani, Italy

836

Logic-Based Information Retrieval: Is It Really Worth It?
Peter D. Bruza, M. Lalmas, Australia

841

Relevance Feedback Based On A Neural Network
Gloria Bordogna, Gabriella Pasi, Alfredo Petrosino, Italy

846

Database Models For Dealing With Fuzzy And Uncertain Information

Extending Classical RDBMS To Handle Imprecise And Intensive Information
J.M. Medina, O. Pons, J. C. Cubero, M. A. Vila, Spain

851

Knowledge Discovery From Fuzzy Relational Database, Using A Fuzzy Thesaurus
Noureddine Mouaddib, N. Bonanno, P. Subtil, France

856

Overview Of The UFO Database Model
Rita de Caluwe, N. van Gyseghem, Belgium

858

An Approach To Representing And Reasoning With Fuzzy Sets For Public Access

Information Services
Ken Brownsey, Mary Zajicek, Patrice Palau, United Kingdom

863

Fuzzy Model Of Access For Crisp Relational Database
Miguel Herrero, Spain

867

A Fuzzy Algebra For Object Oriented Databases
Daniel Rocacher, Francois Connan, France

871

Fuzzy Database Applications

Fuzzyness In Databases - Levels Of Development And Perspectives
Simone Fühles-Ubach, Germany

877

The Use Of Neuro-Fuzzy Databases As Selflearning Expert Systems In Theory And Practical Application
Bernhard Stoinski, Germany

885

The Application Of Fuzzy Databases In Environmental Medicine
Norbert Biermann, Germany

892

The Application Of Fuzzy Databases In Automatic Control Technology And Construction Engineering
Reza Talebi-Daryani, Germany

894

7. Fuzzy Control - Methodology And Applications

899

Fuzzy Adaptive Control I

Adaptive Fuzzy Controller For A Mimo System
Hubert Roth, Amalia Serac, Virgil Gardus, Germany

901

Real-Time Application Of A Fast Adaptive Fuzzy Controller
Andreas Meiritz, Gerhard H. Schildt, Germany

906

Fuzzy Self-Tuning Of PID Controllers Via Ziegler-Nichols-Like Formula
Ying-Hao Lin, Jen-Yang Chen, Ta-Hsiung Hung, Taiwan R.O.C.

911

Fuzzy Successive Tuning Of Fuzzy Controllers
Gancho Vachkov, Nikolinka Christova, Bulgaria

916

Automatic Databased Fuzzy Rule Generation And Applications

Advanced Rule Reduction Concepts For Optimising Efficiency Of Knowledge Extraction
Angelika Krone, Germany

919

Fast Realization Of The Two-Way Fuzzy Controller And Inference Filter Concepts
Harro Kiendl, Rainer Knicker, Frank Niewels, Germany

924

Applying WINROSA For Automatic Generation Of Fuzzy Rule Bases
Angelika Krone, Peter Teuber, Germany

929

Automatic Adjustment Of Weights In Fuzzy Rule Bases
Richard Weber, Alexander Pütz, Germany

933

On The Chaining Of If-Then Rule Bases Interpreted By The Principle FITA
Helmut Thiele, Karl-Heinz Temme, Germany

939

Fuzzy Compensation Of Steady-State Erros In Nonlinear Control Systems
Joao Miguel da Costa Sousa, R. Babuska, P. Bruijn, H. B. Verbruggen, The Netherlands

946

Dynamic Reliability Evaluation And Performance Monitoring Based On Possibility Theory
Olaf Wolkenhauer, John Edmunds, United Kingdom

951

Liquid Level Control With Fuzzy Techniques Using DataEngine V.i
Richard Weber, Larisa Mikenina, Germany

956

Learning Control Rules For Takagi-Sugeno Fuzzy Controllers Using Genetic Algorithms
Jan Zizka, Czech Republic

960

Fuzzy Adaptive Control II

Tuning Of A Multivariable Fuzzy Logic Controller Using Optimization Techniques
Alberto Soria López, France

965

Robust Design Of Fuzzy Control
Jürgen Wernstedt, Thomas Kuhn, Germany

970

A Structure And A Tuning Procedure for PID-Like Fuzzy Control
Raymond Gorez, P. Carels, Belgium

974

Stable Adaptive Fuzzy Control Of Plants With Control Saturation
Dierk Schröder, Kurt Fischle, Germany

980

Fuzzy Fault Detection And Predictive Control

Fuzzy Observer For Fault Detection With Application To A Three Tank System
Rodolphe Querelle, P.M. Frank, Germany

985

Influence Of Decision Functions In Fuzzy Predictive Control
Uzay Kaymak, J. M. Sousa, H. B. Verbruggen, The Netherlands

990

Design And Practical Application Of A Feed-Forward Fuzzy Control Algorithm
Arthur L. Dexter, Woei-Wan Tan, United Kingdom

995

A Fuzzy Analog Controller For High-Performance Microprocessor Power Supply
Alberto Bellini, Michael Scheffler, Riccardo Rovatti, Alessandro Zafarana, Claudio Diazzi, Italy

1000

A Correlation-Based Tuning Of Fuzzy Controller Through Scaling Factor Adjustment For Nonlinear Systems
Jen-Yang Chen, Ying-Hao Lin, Taiwan R.O.C.

1005

On Integrating Sliding-Mode, Neural And Fuzzy Control Concepts
Rodica Mihaela Cistelecan, Viorel Trifa, Romania

1010

Object Oriented Simulation Of Adaptive Fuzzy Controller: Stability Analysis
André Bigand, D. Barois, R. Ikni, France

1015

Fuzzy Control On Experimental Propeller Setup
Isa Irawan, Austria

1019

Tuning Of Gain By Fuzzy Design System
Nobukazu Iijima, Kazunori Hirata, Hideo Mitsui, Mototaka Sone, Japan

1023

Approximate Reasoning And Inference Rules For Intelligent Control
Navin Govind, USA

1028

Intelligent Optimal Control Of Biotechnological Processes
Plamen Angelov, Bulgaria

1033

Hierarchical Fuzzy Control

Hierarchical Fuzzy Controllers
Tomas Kucera, Czech Republic

1038

Self-Optimisation Of A Fuzzy Controller With B-Spline Models
Jianwei Zhang, Khac Van Le, Germany

1041

A Preliminary Study Of Some Rule-Base Reduction Methods
Veronique Lacrose, J. Bruinzeel, A. Titli, France

1046

Tendentious Vague Set Controller
José Carlos Quadrado, J. Fernando Silva, Portugal

1051

Evaluation Of The Fuzzy Controllers Performance
Matilde Santos, S. Dormido, J. M. de la Cruz, Spain

1056

Fuzzy Relational Model Based PH Control
Christoph H. Sing, B. Postlethwaite, Scotland

1061

Stability Analysis Of Minimum- And Nonminimum-Phased Fuzzy Control Systems
Radu-Emil Precup, Stefan Preitl, Romania

1065

Fuzzy Control Applications I

Tuning Fuzzy Logic Systems For Crane Control
Kathy Markham, United Kingdom

1070

Application Of Fuzzy Control To Anti-Vibration System Of S.R.Machine
Tetsuya Kinameri, Katsumi Miyajima, Kazuhiro Nishikawa, Mototaka Sone, Nobukazu Iijima, Japan

1075

Robotic Manipulators Amidst Moving Obstacles: Fuzzy-Based Obstacle Avoidance
Kaspar Althöfer, D. A. Fraser, United Kingdom

1080

Adaptive Control Of EDM Sinking Process Using Fuzzy Logic
Ralf Raabe, Fritz Klocke, Wilfried König, Germany

1085

Design And Optimization Of Fuzzy Systems For Autonomous Mobile Robots

Learning The Suitability Of Simple Behaviors For Autonomous Agents
Andrea Bonarini, Filippo Basso, Italy

1090

Automatic Behaviour Adaption For Mobile Robots With Different Kinematics
Hartmut Surmann, Jörg Huser, Liliane Peters, Germany

1095

A Reinforcement Learning Method For An Autonomous Robot
Pierre Yves Glorennec, Lionel Jouffe, France

1100

Evolutionary Algorithms For Learning Of Mobile Robot Controllers
Oliver Malki, Frank Hoffmann, Gerd Pfister, Germany

1105

Development Methods And Environments For Computational Intelligence

A Neuro-Control Workstation For Real-Time Neural Network Control
Hannu Koivisto, Finland

1110

Simplification Of Fuzzy Rule Bases
Robert Babuska, M. Setnes, U. Kaymak, H. R. van Nauta Lemke, The Netherlands

1115

Basis Functions In Soft Computing And In Finite Element Method
Pauli Viljamaa, Jouni Raitamäki, Heikki Koivo, Finland

1120

Linguistic Equations In System Development For Computational Intelligence
Esko K. Juuso, Finland

1127

Intelligent Control Applications

Artifical Neural Network Applied To Arc Welding Process Modeling And Control; Hardware Setting Up
André Bigand, Katib Messaadi, France

1132

Adaptive Open-Loop Fuzzy Controller For The Blow Moulding Process
Ulf Langkamp, Germany

1138

Working Within A Fuzzy Control Application Development Workbench: Case Study For A Water Treatment Plant
Tony Riissanen, Patrik Eklund, Finland

1142

The Application Of Fuzzy Kohonen Neural Networks To Trace Editing In Seismic Data Processing
Carlos Piedrahita, Gabriel Alvarez, Saul Guevara, Oscar Tapias, Colombia

1146

Industrial Automation Applications Using Fuzzy Logic And Neuro-Fuzzy Techniques

Intelligent Highway By Fuzzy Logic: Congestion Detection And Traffic Control On Multi-Lane Roads With Variable Road Signs
Bernhard Krause, Martin Pozybill, Germany

1151

Fuzzy Logic Enhanced Control Of An AC Induction Motor With A DSP
Constantin von Altrock, S. Beierke, Germany

1157

Recent Successful Fuzzy Logic Applications In Industrial Automation
Constantin von Altrock, Jörg Gebhardt, Germany

1163

Regression By Fuzzy Knowledge Bases
Luis Jimenez Linares, M. Delgado, A. F. Gomez-Skarmeta, Spain

1170

Stability Analysis Of The Takagi-Sugeno Fuzzy Model
Kiriakos Kiriakidis, Apostolos Grivas, Anthony Tzes, USA

1177

Fuzzy-Based Disturbance Compensated Control Of Refinery Feed-Heater
George A. Pereira, India

1182

Local Linear Model Trees (LOLIMOT) For Nonlinear System Identification Of A Cooling Blast
Oliver Nelles, Martin Fischer, Germany

1187

Hybrid Fuzzy Controller With Adaptation
Alexander I. Piskounov, A. Kornilov, S. Vdovichev, Russia

1192

The Fuzzy Controllers Optimisation Using The Multilevel Distributed Genetic Algorithms
Pavel Osmera, Miroslav Pokorny, Czech Republic

1195

Fuzzy Identification And Control Of Time-Variant Processes
Eike Mühlenfeld, Germany

1200

Control Of High Performance Induction Motor Drives Using Fuzzy Logic
Minh Ta-Cao, J.L. Silva Neto, Hoang Le-Huy, Canada

1205

Intelligence Control System Of Platform Stabilized By Dynamically Tuned Gyroscope
Frantisek Dohnal, Vladimir Rerucha, Czech Republic

1210

Semi-Plenary XI

More Robustness And Economy In Control Engineering Through Fuzzy TechniquesPaul M. Frank, Germany

1215

Fuzzy Control Applications II

Fuzzy Control Of Parallel Heat Exchangers
M. Akram Fayaz, P. Chantre, R. Dejean, France

1225

Design And Implementation Of A Fuzzy-Logic Controller For Brass Casting Control
Laurent Foulloy, M. Dussud, S. Galichet, France

1230

Progress Of Fuzzy Logic Control Applications For The Belgian Nuclear Reactor 1
Da Ruan, Z. Liu, L. Van Den Durpel, P. D´hondt, Belgium

1237

A Fuzzy Logic Approach To Control Forced-Air, Aging Ovens In Aluminium Industry
Andrea Bonarini, Marco Pedretti, Carlo Ramella, Federico Zaraga, Italy

1242

Reduction Of The Number Of Necessary Sensor For The Fuzzy Control Realisation For The Automatic Bus Guidance
Patrick Debay, Virginie Eude, Michel Edel, Said Hayat, France

1247

Fuzzy Control Applications III

Positioning Of A Missile Launcher Using A Fuzzy-Logic Controller
Hassen Benkhedda, G. K. Mykland, R. J. Patton, J. Chen, United Kingdom

1253

Application Of Fuzzy Adapted PID-Controllers In The Closed Loop Control Of An Industrial Compressed-Air System
Michael R. Bongards, Germany

1258

Fuzzy Control Of Autonomous Small Satellites
Franco Palutan, S. Falzini, Italy

1266

Design Of Flexible Structured Fuzzy Controllers Using Genetic Algorithms
D. Popovic, Ning Xiong, Germany

1271

8. Decision Support Systems

1277

Active Decision Support Systems: Challenges For Soft Computing
Christer Carlsson, Finland

1279

Applications Of Fuzzy Integral To Decision Analysis And Pattern Classification
Michel Jacques Grabisch, France

1289

Active Decision Support Applications

Active DSS And Hyperknowledge: Making Nice Principles Work In Practice
Christer Carlsson, Finland

1294

Applying Fuzzy Classification In Strategic Planning
Magdalena Mißler-Behr, Germany

1302

Fuzzy Modelling Of Accessibility - Case Study - Lisbon Metropolitan Area
José Carlos Quadrado, Ana Filipa Quadrado, Portugal

1307

Modeling Constraints With The Fuzzy Logic Inference Processor FLIP++
Wolfgang Slany, Markus Bonner, Stefan Mayer, Andreas Raggl, Austria

1312

Active Decision Support

Compound Interdependences In MOP
Christer Carlsson, Robert Fuller, Finland

1317

Fuzzy Data Processing In Product Rating
Yoshiteru Nakamori, Mineko Nantani, Japan

1323

Decision Support System In Evaluating Complex Systems´ Alternatives Using Fuzzy Set Theory
Maria Moise, Romania

1327

Choice Modeling By Means Of Fuzzy Decision Tables
Geert Wets, Frank Witlox, Harry Timmermans, Jan Vanthienen, Belgium

1335

"FUZZYMCDM" - Decision Support System For Multicriteria Ranking Based On Fuzzy Approach
Davor Radenovic, Dragan Radojevic, Sanja Petrovic, Predrag Djurdjevic, Yugoslavia

1340

A Method Decision-Making Based On Multimodal Fuzzy Expert Estimations
Bulat Kh. Sanzhapov, Russia

1345

Modelisation Of The Criteria Coming From The Human Operator For A Fuzzy Decision Support System
Fabrice Wawak, Anne-Marie Jolly-Desodt, Daniel Jolly, France

1349

Applications Of Decision Support Systems

Managers And Hyperknowledge - Computer Support With Practical Dimensions
Pirkko Walden, Finland

1353

Intelligent Scheduling Agent For Distributed Decision-Making
Rachel Lau, Joel Favrel, France

1364

Type 2 Inferencing And Community Transport Scheduling
Robert I. John, United Kingdom

1369

A Neural Based Test For Evaluating The Managerial Potential
Giuseppe Sartori, Italy

1373

Advanced Methods For Multicriteria Decision Making In Industry

A Multi-Criteria Decision Making Tool For Engineering Applications Developed In The European Projekt BE5935
Aleksandar Jovanovic, Sotiris M. Psomas, Germany

1375

Practical Applications Of Advanced Decision Making Methods (Fuzzy MCDM) And Tools For Planning Of Inspections In Power Plants
Aleksandar Jovanovic, Sotiris Psomas, Hans-Petter Ellingsen, J. Rönnberg, P. Rau, A. Bissel, Germany

1378

A Novel Concept Of Decision Modelling Based On Intelligent Flowcharts And Its Application In The Area Of Power Plants
Aleksandar Jovanovic, Pertti Auerkari, Germany

1383

Case-Based Reasoning Support For Decision Support System
Otakar Babka, Jana Freeburn, Macau

1387

Fuzzy Smart
Freerk A. Lootsma, The Netherlands

1391

9. Data Analysis And Signal Processing

1395

Advanced Techniques For Fuzzy Clustering

Fuzzy Semantic Clustering
José Ruiz-Shulcloper, José Fco. Martinez-Trinidad, Mexico

1397

Partial Supervision Based On Point-Prototype Clustering Algorithms
Amine M. Bensaid, James Christian Bezdek, Marocco

1402

Measure Of Nonlinear Dependence Of The Parameters Based On One-Dimensional Fuzzy Clustering Algorithm
Alexander A. Dorofeyuk, Eugene V. Bauman, Russia

1407

Fuzzy Fault Tree Analysis
Fabian C. Hadipriono, Tomoyuki Fujino, USA

1411

Fuzzy Modeling Through Adainptive Fuzzy Clustering
Mina Ryoke, Yoshiteru Nakamori, Hiroyuki Tamura, Japan

1416

Neuro Fuzzy Analysis Of Large Datasets

Interpretation Of Neural Networks For Classification Tasks
Wolfgang Eppler, A. Bernatzki, H. Gemmeke, Germany

1420

Some Aspects Of Fuzzy Preprocessing In The Connectionist Approach
Giovanni Bortolan, S. Fusaro, Italy

1425

Active Learning Of Soft Rules For System Modelling
Klaus-Peter Huber, Eibe Frank, Germany

1430

Analysing Visual Field Data By Self-Organising Maps
Xiaohui Liu, Gongxian Cheng, John Wu, United Kingdom

1435

System Identification With Soft Computing Methods

Interactive GA For System Optimization: Problems And Solution
Hideyuki Takagi, Japan

1440

Application Of Evolutionary Algorithms To The Free Flight Concept For Aircraft
Ingrid Gerdes, Germany

1445

Optimization Of A Turbo-Boost Controller By Genetic Algorithms
Markus Schröder, Mathias Wietstock, Rudolf Kruse, Germany

1450

Semi-Autonomous Electric Wheelchair With A Hybrid Knowledge-Based System
Saman K. Halgamuge, Dan Corbett, Lakhmi Jain, Australia

1456

Air Flow Sensing By Using Neuro-Fuzzy Approach
Antonino Cuce, G. D'Angelo, F. Di Marco, M. Lo Presti, Italy

1461

The Development Of Fuzzy Goal Regression Techniques And Its Application
Ni-Bin Chang, Y. L. Chen, H. W. Chen, Taiwan

1463

Tribodiagnostic, Image Processing And Fuzzy Logic
Frantisek Babinec, P. Dorazil, I. Mazurek, D. Kolar, Czech Republic

1468

2-D Discrete Signal Interpolation And Its Image Resampling Application Using Fuzzy Rule-Based Inference
Jyh-Yeong Chang, Kun-Li Shieh, Taiwan

1474

Semi-Plenary VII

Fault Detection And Diagnosis With Neuro-Fuzzy-Systems
Rolf Isermann, Mihiar Ayoubi, Germany

1479

Soft Computing Applications In Signal Analysis

Comparison Between Neural Networks And Fuzzy Classification For Acoustic Leak Monitoring
Günther Hessel, W. Schmitt, K. van der Vorst, F.-P. Weiß, Germany

1492

Diagnosis Of Diesel Engines Based On Vibration Analysis And Fuzzy-Logic
Shahin Arefzadeh, Paul Burgwinkel, Bernd Geropp, Germany

1497

On-Line Laser Mass Spectrometry And Fuzzy Clustering With DataEngine
Frank Drews, Klaus-Peter Hinz, Ronald Laage, Bernhard Spengler, Germany

1501

Using Deterministic Neural Networks For Ultrasonic Flaw Classification
Bogdan Florin Stanciulescu, Romania

1505

Fuzzy Methods For Fermentation Data Analysis And Process Control
Georg Zuber, W. Schmidt-Heck, M. Hilliger, K.-D. Menzel, Germany

1510

Accuracy Improvement Of Vehicle Load Measurement Using Fuzzy Logic
Laiping Su, Chikara Komata, Japan

1514

- EUFIT '96 -