International Conference on Computational Intelligence
October 1-3, 2001
http://ls1-www.cs.uni-dortmund.de/fd7/
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Welcome
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Ten years of „Fuzzy Days“ in Dortmund!
What was started as a relatively small workshop in 1991 has now become
one of the best known smaller conferences on Computational Intelligence
around the world. In fact it was (to my best knowledge) the first conference
using this term in 1994, although I confess that another, larger conference
was announced first and the trade mark “Computational Intelligence” was
not coined in Dortmund.
I believe, that this conferences success is grounded on the quality of its
reviewed and invited papers as well as its good organisation. From the
beginning we have sent every paper anonymously to five referees and we have
always accepted only around 50% of the papers sent in. This year it is even
a little less than that.
I want to thank everybody who has helped us by considering Dortmund’s
Fuzzy Days as the conference to appear. I know that among the not accepted
abstracts there are pretty good ones, but we where restricted to a fixed number.
I also know that referees do a good job but cannot always judge wisely from
abstracts. Hence my apologies to those who could not make it this year.
Please come again!
I want to point out that our conference also has a good regional reputation.
I want to thank the City of Dortmund, it’s Lord Major Dr. Langemeyer,
the dortmund project, the DFG – Deutsche Forschungsgemeinschaft, the KVR –
Kommunalverband Ruhrgebiet, the Martin-Schmeißer-Stiftung and the
Comline AG/Quantum GmbH for their valuable support.
Bernd Reusch
Organising Institution
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University of Dortmund, Computer Science I
General Chairman
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B. Reusch
Honorary Chairmen
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L. A. Zadeh
Programme Chairmen
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B. Reusch
R. Rojas
H.-P. Schwefel
Organising Committee
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U. Lippe (University of Dortmund)
W. Hunscher (University of Dortmund)
Conference Secretariat
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Ms U. Lippe
Conference Schedule
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Monday, October 1
8.00 - 9.20
Registration and Morning Coffee
9.20 - 10.00
Inaugural addresses
10.00 - 11.00
Invited Lecture 1
Interactive Evolutionary Computation as Humanized Computational Intelligence Technology
Takagi, Hideyuki
Session A1: FUZZY LOGIC SYSTEMS I
Session Chair: Hata, Y.
11.00 -11.30
Microcontrollerbased Fuzzy System to Optimize the Anaerobic Digestion in Biogas Reactors
Patzwahl, Steffen; Nacke, Thomas; Frense, Dieter; Kramer, Klaus-Dietrich; Tautz, Tobias
11.30 - 12.00
The Decision of Service Centres Location Problem in Fuzzy Conditions
Dziouba, Tatiana A.; Rozenberg, Igor N.
Session B1: NEURAL NETWORKS IN MEDICAL APPLICATIONS
Session Chair: Reuter, M.
11.00 - 11.30
Application of the Biologically Inspired Network for Electroencephalogram Analysis
Tamosiunaite, Minija
11.30 - 12.00
Discrimination Between Two Mental States (Rest and Motor Image) Using Wavelet Transform
and Neural Networks
Martin, José Luis; Boquete, Luciano; Diaz, Carmen; de León, Manuel Garcia; Mazo, Manuel
Session C1: SOFT COMPUTING SYSTEMS I
Session Chair: Cotta, C.
11.00 - 11.30
Autonomous Vehicle Navigation Using a Fuzzy Behaviourist Approach
Wijesoma, Wijerupage Sardha; Khaw, P. P.
11.30 - 12.00
Decision Making in Diagnosis of Oral Mucosa Lesions
Kiseliova, Tatiana; Peters, Hajo
12.00 - 13.00
Lunch Break
13.00 - 14.00
Invited Lecture 2
Fuzzy Logic and the Internet: Linguistic Summarization of Distributed Sets of Data
Kacprzyk, Janusz
Session A2: FUZZY LOGIC IN IMAGE PROCESSING
Session Chair: Negoita, M.
14.00 - 14.30
Adaptive Color- and Edge-based Image Segmentation Using Fuzzy Techniques
Leubner, Christian
14.30 - 15.00
Computer Aided Diagnosis System of Meniscal Tears with T1 and T2 weighted MR
Images Based on Fuzzy Inference
Hata, Yutaka; Kobashi, Syoji; Tokimoto, Yasuhiro; Ishikawa, Makoto; Ishikawa, Hitoshi
15.00 - 15.30
A New Paradigm for Fuzzy Aggregation in Multisensorial Image Processing
Soria-Frisch, Aureli
Session B2: NEURO-FUZZY SYSTEMS
Session Chair: Albrecht, R.
14.00 - 14.30
An Adaptive Learning Algorithm for a Neuro-Fuzzy Network
Bodyanskiy, Yevgeniy; Kolodyazhniy, Vitaliy; Stephan, Andreas
14.30 - 15.00
Fuzzy Probabilistic Neural Networks: A Practical Approach to the Implementation
of Baysian Classifier
Delgosha, Farshid; Menhaj, Mohammad B.
15.00 - 15.30
Fuzzy-n for Back Propagation Networks
Bedzak, Miroslaw
Session C2: SOFT COMPUTING SYSTEMS II
Session Chair: Kalina, M.
14.00 - 14.30
eaLib - A Java Framework for Implementation of Evolutionary Algorithms
Rummler, Andreas
14.30 - 15.00
Experimental Evaluation of Fuzzy Controllers for an Outdoor AGV
Wijesoma, Wijerupage Sardha; Kodagoda, K. R. S.; Teoh, E. K.
15.00 - 15.30
Time-series Segmentation and Symbolic Representation, from Process-monitoring
to Data-mining
Hugueney, Bernard; Bouchon-Meunier, Bernadette
15.30 - 16.00
Coffee Break
Session A3: FUZZY LOGIC IN MEDICAL APPLICATIONS
Session Chair: Kóczy, L.
16.00 - 16.30
Brain State Recognition Using Fuzzy Clustering with Near Infrared Spectroscopy
Kobashi, Syoji; Hata, Yutaka; Kitamura, Yuri; Yanagida, Toshio
16.30 - 17.00
Microcontroller-based Fuzzy Logic Sevofluorane Anesthesia Control System
Yardimci, Ahmet
17.00 - 17.30
Intuitionistic Fuzzy Sets in some Medical Applications
Szmidt, Eulalia; Kacprzyk, Janusz
Session B3: NEURAL NETWORKS THEORY
Session Chair: Aizenberg, J.
16.00 - 16.30
Interpretation of Trained Neural Networks by Rule Extraction
Palade, Vasile
16.30 - 17.00
Neural Model Identification Using Local Robustness Anaysis
Allende, Héctor; Moraga, Claudio; Salas, Rodrigo
17.00 - 17.30
Computing with Activities
Reuter, Matthias
Session C3: SOFT COMPUTING SYSTEMS III
Session Chair: Wijesoma, W.
16.00 - 16.30
A GA-Based Algorithm with a Very Fast Rate of Convergence
Seifipour, N.; Menhaj, Mohammad B.
16.30 - 17.00
Representing and Learning Conditional Information in Possibility Theory
Kern-Isberner, Gabriele
17.00 - 17.30
Extracting Trapezoidal Membership Functions of a Fuzzy Rule System by Bacterial
Algorithm
Botzheim, J.; Hámori, B.; Kóczy L. T.
19.30
Conference Banquet
Words of Greeting
Lord Mayor Dr. Gerhard Langemeyer, City of Dortmund
Evening Speech
Dortmund's New Economic Profile - From Steel-City to E-City
Dr. Küpper, Economics and Employment Promotion Agency, CEO
Tuesday, October 2
8.30 - 9.00
Morning Coffee
9.00 - 10.00
Invited Lecture 3
Possibility Theory, Probability Theory and Multiple-valued Logics:
A Clarification
Dubois, Didier
Session A4: FUZZY LOGIC THEORY I
Session Chair: Pykacz, J.
10.00 - 10.30
Parameterized Petri Net Reformulation of the Fuzzy Production System
Gacovski, Zoran M.; Dimirovski, Georgi M.
10.30 - 11.00
Fuzzy Topologies Induced by Fuzzy Relation Based Modifiers
De Cock, Martine; Kerre, Etienne
11.00 - 11.30
Advanced Inference Filter Defuzzification
Krause, Peter
11.30 - 12.00
On Cardinality and Singular Fuzzy Sets
Wygralak, Maciej; Dyczkowski, Krzysztof
Session B4: NEURAL NETWORKS IN IMAGE PROCESSING I
Session Chair: Martin, J.L.
10.00 - 10.30
Fast Iris Detection for Personal Verification Using Modular Neural Networks
El-Bakry, Hazem
10.30 - 11.00
A Rotation Invariant Algorithm for Face Recognition
El-Bakry, Hazem
11.00 - 11.30
Application of the Neural Networks Based on Multi-Valued Neurons for Classification
of the Images of Gene Expression Patterns
Aizenberg, Igor; Myasnikova, Ekaterina; Samsonova, Maria; Reinitz, John
11.30 - 12.00
A Multi-purpose Visual Classification System
Heidemann, Gunther
Session C4: EVOLUTIONARY ALGORITHMS THEORY I
Session Chair: Hildebrand, L.
10.00 - 10.30
Problem Difficulty in Real-valued Dynamic Problems
Weicker, Karsten
10.30 - 11.00
GeLog - A System Combining Genetic Algorithm with Inductive Logic Programming
Kókai, Gabriella
11.00 - 11.30
Decision Strategies in Evolutionary Optimization
Takahashi, Arita; Borisov, Arkady N.
11.30 - 12.00
A Cluster-based Evolutionary Algorithm for Multi-objective Optimization
Borgulya, István
12.00 - 13.00
Lunch Break
Session A5: FUZZY LOGIC THEORY II
Session Chair: Lehmke, S.
13.00 - 13.30
Inherent Wave Estimation on Ultrasonic Non-Destructive Testing Using Fuzzy Inference
Nagamune, Kouki; Hata, Yutaka; Taniguchi, K.
13.30 - 14.00
Fuzzy Association Rules: Semantic Issues and Quality Measures
Hüllermeier, Eyke
14.00 - 14.30
Calculation vs. Subjective Assessment with Respect to Fuzzy Probability
Huang, Chongfu; Moraga, Claudio; Yuan, Xingguang
14.30 - 15.00
Methodology of Optimizing Fuzzy Classifiers Based on Computational Intelligence
Renners, I.; Grauel, Adolf
Session B5: NEURAL NETWORKS IN IMAGE PROCESSING II
Session Chair: Palade, V.
13.00 - 13.30
Analysing the Structure of Poly-Crystalline Materials by 2-dimensional DLS-Spectra
and Neural Nets
Reuter, Matthias
13.30 - 14.00
A Neuron-MOS Threshold Element with Switching Capacitors
Varshavsky, Victor; Marakhovsky, Vyacheclav B.
14.00 - 14.30
A Neural Approach to Compression of Hyperspectral Remote Sensing Imagery
Neagoe, Victor-Emil
14.30 - 15.00
Multi-Valued and Universal Binary Neurons: Networks and New Applications in Intelligent
Image Processing
Aizenberg, Igor
Session C5: EVOLUTIONARY ALGORITHMS THEORY II
Session Chair: Rojas, R.
13.00 - 13.30
Hybrid Two-Population Genetic Algorithm
Dorado de la Calle, Julian; Santos del Riego, Antonino; Rabunal Dopico, Juan Ramón;
Pedreira Souto, Nieves; Pazos Sierra, Alejandro
13.30 - 14.00
Reducing Bloat in Genetic Programming
Monsieurs, Patrick; Flerackers, Eddy
14.00 - 14.30
Too Much Knowledge Hurts: Acceleration of Genetic Programs for Learning Heuristics
Schmiedle, Frank; Große, Daniel; Drechsler, Rolf; Becker, Bernd
14.30 - 15.00
Gaussians-based Hybrid System for Prediction and Classification
Saavedra, E.; Renners, I.; Grauel, Adolf
15.00 - 15.30
Coffee Break
Session A6: FUFFY LOGIC THEORY III
Session Chair: Hüllermeier, E.
15.30 - 16.00
A Color Problem for Fuzzy Graph
Bershtein, Leonid S.; Bozhenuk, Alexander V.
16.00 - 16.30
On the Uniqueness of Interpretations for Fuzzy IF-THEN Rule Bases
Thiele, Helmut
16.30 - 17.00
Quantum Computers as Fuzzy Computers
Pykacz, Jaroslaw; Zapatrin, Roman R.
17.00 - 17.30
Improvement of the Clusters Searching Algorithm in Sugeno and Yasukawa's
Qualitative Modeling Approach
Wong, K. W.; Kóczy, László T.; Gedeon, T. D.; Chong, A.; Tikk, D.
Session B6: NEURAL NETWORKS APPLICATIONS
Session Chair: Martyna, J.
15.30 - 16.00
Can Perceptrons Identify Users of Body Lotion
Falkowski, Bernd
16.00 - 16.30
Reinforcement Learning for Control of Traffic and Access Points in Intelligent
Wireless ATM Networks
Martyna, Jerzy
16.30 - 17.00
Categorization of Time Delay by Means of Neural Networks
Bostelmann, Sabine
17.00 - 17.30
Neural Networks as a Tool for Gray Box Modelling in Reactive Distillation
Dadhe, Kai; Rossmann, V.; Durmus, K.; Engell, S.
Session C6: EVOLUTIONARY ALGORITHMS APPLICATIONS
Session Chair: Hildebrand, L.
15.30 - 16.00
On Step Width Adaptation in Simulated Annealing for Continuous Parameter Optimization
Nolle, Lars
16.00 - 16.30
GA-based Search for Paths with Minimal Energy Consumption for Mobile Robot Systems
Gemeinder, Marcus; Gerke, Michael
16.30 - 17.00
A New Modified Genetic Algorithm for Multiuser Detection in DS/CDMA Systems
Shayesteh, Mahrokh G.; Menhaj, Mohammad B.; Nobari, Babak G.; Amindavar, Hamidreza
17.00 - 17.30
Clustering of Categoric Data in Medicine - Application of Evolutionary Algorithms
Villmann, Thomas; Albani, C.
Wednesday, October 3
8.30 - 9.00
Morning Coffee
9.00 - 10.00
Invited Lecture 4
A New Direction in AI - Toward a Computational Theory of Perceptions
Zadeh, Lotfi A.
Session A7: FUZZY LOGIC SYSTEMS II
Session Chair: Thiele, H.
10.00 - 10.30
Personalization of Newletters Using Multistage Fuzzy Inference
Presser, Gero
10.30 - 11.00
Fuzzy Techniques for XML Data Smushing
Damiani, Ernesto; Oliboni, Barbara; Tanca, Letizia
11.00 - 11.30
A New Fuzzy-based Multi-objective Optimisation Concept for Process Control Systems
Bernard, Thomas; Sajidman, Markoto; Kuntze, Helge-Björn
11.30 - 12.00
An Improved Shape-Preserving Affine Takagi-Sugeno Controller Using Splines
Fernández, Felipe
Session B7: MACHINE LEARNING
Session Chair: Kerre, E.
10.00 - 10.30
METALA: A Meta-Learning Architecture
Botia Blaya, Juan A.; Gómez-Skarmeta, Antonio F.; Valdés Vela, Mercedes;
Padilla, Antonio
10.30 - 11.00
On-line Signature Verification Using a Computational Intelligence Approach
Wijesoma, Wijerupage Sardha; Wei, Yue Kwok
11.00 - 11.30
Autonomous Driving Through Intelligent Image Processing and Machine Learning
Krödel, Michael; Kuhnert, Klaus-Dieter
11.30 - 12.00
SVD Reduction in Continuous Environment Reinforcement Learning
Kovács, Szilveszter
Session C7: SOFT COMPUTING SYTEMS IV
Session Chair: Grauel, A.
10.00 - 10.30
Analyzing Directed Acyclic Graph Recombination
Cotta, Carlos; Troya, José M.
10.30 - 11.00
Rough Set Based Knowledge Discovery of the Interface for Internet Usage Among
Japanese Elderly Women
Uchida, Hayato; Hata, Yutaka; Matsuura, Shinro; Morotomi, Yoshio; Aoyama, Hideyasu
11.00 - 11.30
Fuzzy Limits and Fuzzy Nearness Relation
Kalina, Martin
11.30 - 12.00
Handwritten Digit Recognition: A Neural Network Demo
van der Zwaag, Berend Jan
12.00 - 12.30
Closing Session
Poster Sessions Schedule
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Monday, October 1
Poster Sessions: P1 – P6
11.00 – 12.00
P1
New Neural Nets
Kromer, Thomas
(Germany)
P2
Inference in Fuzzy Models of Physical Processes
Butkiewicz, Bohdan S.
(Poland)
P3
About the Combination of Functional Approaches and Fuzzy Reasoning
Surmann, Hartmut
(Germany)
P4
Expected Utility Networks in Transferable Belief Model
Slobodová, Anna
(Slovakia)
P5
Crime Pattern Detection
Ware, Andrew
(Great Britain)
P6
Computing with Words: Multi-objective Gas for Approximate Reasoning
Gemeinder, Marcus
(Germany)
Poster Sessions: P7 – P12
14.00 – 15.30
P7
The Description of All V-distributive Triangular Norms of Length 2 and 3
Khadijiev, Djavvat
Karacal, Funda
(Turkey)
P8
Latent Semantic Analysis for German Literature Investigation
Nakov, Preslav
(Bulgaria)
P9
Some Possibilities of Improving the CORA Classification Algorithm
Tipans, Eriks
Borisov, Arkady
(Latvia)
P10
Computer Aided Selection of Cutting Parameters by Using Fuzzy Logic
Dereli, Türkay
Yilmaz, Oguzhan
Görut, Günseli
(Turkey)
P11
Process Monitoring in Chemical Plants Using Neural Networks
Neumann, Joachim
Deerberg, Görge
Schlüter, Stefan
Fahlenkamp, Hans
(Germany)
P12
Fuzzy Probability and Power System Safety
Dumitrescu, Mariana
Munteanu, Toader
(Romania)
Tuesday, October 2
Poster Sessions: P13 – P18
10.00 – 12.00
P13
A Fuzzy Logic System Used in Safety Analysis
Dumitrescu, Mariana
Munteanu, Toader
(Romania)
P14
Chaining of Fuzzy Rules in Rete Network
Sosnowski, Zenon A.
(Poland)
P15
A Fuzzy Relation for Comparing Intervals
Calin, Marins
(Romania)
P16
Tomography in Fractal Neural Nets
Kromer, Thomas
(Germany)
P17
Fuzzy Approach in Ultrasound Image Segmentation
Kolár, Radim
Kozumplik, Jiri
(Czech Republic)
P18
Dynamic Decision Making based on Partial Probability Information
Presser, Gero
(Germany)
Poster Sessions: P19 – P23
13.00 – 15.00
P19
AMA: An OWA Operator Based on the Majority Process
Peláez J.I.
(Spain)
P20
DSP Implementation of Fuzzy Controlled Magnetic Levitation System
Orhan, Ahmet
Akin, Erhan
Karaköse, Mehmet
(Turkey)
P21
Programming Work Simulator of the Ann-Based Integrated Protection
System for the Reversible Hydro Generating Sets
Halinka, A.
Szewczyk, M.
(Poland)
P22
Blending of 2D Objects Using Fuzzy Logic
Cinar, Ahmet
Arslan, Ahmet
(Turkey)
P23
The Design and Implementation of Color Matching System Based on
Incremental Knowledge Discovery Algorithms
Zhang, HaiYi
Bi, JianDang
(Finland)
Accomodation
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Hotel accommodation at preferential rates for delegates has been
arranged at the following hotels under keyword "FUZZY":
Steigenberger Maxx Hotel Dortmund ****
Berswordtstraße 2
D-44139 Dortmund
Phone +49 231 9021-666
Fax +49 231 9021-999
Single room/night : DM 150,00
Double room/ night DM 190,00
Near city centre / 15 min by taxi to the conference location
Sol Inn Hotel Dortmund ***
Emil-Figge-Straße 41
D-44227 Dortmund
Phone +49 231 97 05 0
Fax +49 231 97 05 444
Single room/night DM 139,00
Only 5 min. by taxi/bus or 15 min. walk to the conference location
Hotel Drees ****
Hotel Consul ***
Hohe Straße 107
D-44139 Dortmund
Phone +49 231 12 99-666
Fax +49 231 12 99-555
Consul *** DM 110,00 a night
Drees **** DM 145,00 a night
Near city centre / 15 min. by taxi to the conference location
Hotel Atlanta **
Ostenhellweg 51
D-44136 Dortmund
Phone +49 231 55 70 75-0
Fax +49 231 5 86 00 54
different prices from DM 65,00 to DM 85,00
In the city centre / 30 minutes by taxi/public transport to the conference location
Kolpinghaus Dortmund e. V.
Silberstraße 24-26
D-44137 Dortmund
Phone +49 231 14 00 74
Fax +49 231 14 26 54
room with shower/WC DM 59,00
room without shower/WC DM 45,00
including breakfast
In the city centre / 20 min. by public transport/taxi to the conference location
Dortmunder Verkehrsverein e. V.
Königswall 20
D-44137 Dortmund
Phone +49 231 502 21 74
Fax. +49 231 1635 93
Registration Form
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For registration information please consult the 7th Fuzzy Days website
http://ls1-www.cs.uni-dortmund.de/fd7/registration.pdf
Location
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The conference takes place in the rooms of Comline + Quantum
Address:
Hauert 1
D-44227 Dortmund (Technologiepark)
For additional location information please consult the 7th Fuzzy Days website
http://ls1-www.cs.uni-dortmund.de/fd7/location.html