I International workshop on Genetic Fuzzy System
Presentation
After almost forty years of development, fuzzy systems have demonstrated their superb ability to solve different problems arising in various application domains. In the last few years, there has been a rapidly growing interest to augment fuzzy systems with learning and adaptation capabilities. Since the first pioneer works dated back to 1991, one of the most successful approaches to hybridize fuzzy systems with learning and adaptation methods has resulted in so-called genetic fuzzy systems. These soft computing techniques augment the approximate reasoning method of fuzzy systems with the learning capabilities of evolutionary algorithms.
Now that the topic has reached maturity, and hundreds of papers have been published, special sessions have been organized in conferences, special issues have been edited in journals, and several books have been written and edited, it becomes timely to bring together researchers and practitioners. The objective of this workshop is to build a vibrant forum for exchanging ideas and fostering further interaction.
Organized by
 |
 |
Genetic Fuzzy Systems Task Force
Fuzzy Systems Technical Committee IEEE Computational Intelligence Society |
|
Soft Computing and Intelligent Information
Systems Research Group |
University of Granada
|
Sponsored by
|
In cooperation with the IEEE Computational Intelligence Society
|
Vicerectorate for Research
(University of Granada) |
|
|
|
 |
 |
Dates
|
Paper submission:
|
15th of December 2004 |
|
Referees:
|
17th of January 2005 |
|
Acceptance notification:
|
20th of January 2005 |
|
Final version due:
|
10th of February 2005 |
|
GFS 2005 Workshop:
|
17th-19th of March 2005 |
Contributions
Researchers and practitioners interested on the subject of the Conference are kindly invited to send their contributions, with theoretical results or innovating applications.
Paper revision
Please click here to go to referee options.
Cameraready paper submission - Closed
Organizing committee reserves the right not to include in the procedings of the congress those accepted papers that don't follow the established format.
Format for the contributions
Please read the following author's guidelines first:
- Paper submissions are open until December 1, 2004.
- We only accept papers prepared in PDF format
- Paper Size: A4 format (21cm x 29.7cm)
- Paper Length: Maximum 6 pages, including figures, tables & references.
-
Paper formatting: double column, single spaced, 10pt font
-
Margins: Top: 25mm, Bottom: 45mm, Left & Right: 18mm
- File Format: PDF
Do NOT page number your manuscript
-
Note: Violations of any of the above paper specifications may result in rejection of your paper
- Paper Size: A4 format (21cm x 29.7cm)
-
Please click here for a sample paper, which is created using the latex file or the word file in this zip file
Non exclusive list of possible topics
- Evolutionary learning and tuning of fuzzy rule-based systems
- Evolutionary selection of fuzzy rules
- Multiobjective evolutionary design of fuzzy rule-based systems
- Genetic fuzzy systems and the interpretability-accuracy trade-off
- Genetic fuzzy neural networks
- Genetic fuzzy clustering
- Genetic fuzzy systems for Data Mining and Knowledge Discovery
- Genetic fuzzy systems and Robotics
- Genetic fuzzy systems and the Internet
- Genetic fuzzy systems for Bioinformatics and Medicine
- Applications of genetic fuzzy systems
Schedule
General Program
Click here to download the general program
Thursday
15:00 Registration
16:00 - 16:30 Opening
16:30 - 18:00: Session 1. Evolutionary learning and tuning of fuzzy rule-based systems I
Chairman: Plamen Angelov
Multiobjective Fuzzy Genetics-Based Machine Learning
H. Ishibuchi, Y. Nojima
Augmentation of TSK Fuzzy Controllers by Evolutionary Optimization
S. Hölemann, F. Hoffmann, D. Schauten
Multiobjective Evolutionary design of Fuzzy Systems
J. González, I. Rojas, H. Pomares, L.J. Herrera, A. Guillén
18:00 - 18:30 Coffee break
18:30 - 20:00: Session 2. Genetic Fuzzy Systems and Robotics
Chairman: Frank Hoffmann
Online tuning of a fuzzy controller in mobile robotics
M. Mucientes, A. Bugarín, S. Barro
Tuning a visual fuzzy system using SPEA2
R. Muñoz-Salinas, E. Aguirre, M. Garcia-Silvente, A. Gonzalez
Reinforcement Learning by an Accuracy-Based Fuzzy Classifier System with Real-valued Output
J. Casillas, B. Carse, L. Bull
21:00 Dinner at Monte Blanco Restaurant (bus transport from the workshop venue included)
Friday
9:00-10:00: Plenary Lecture
Introduced by Oscar Cordon
An Evolutionary Process for Designing and Maintaining a Fuzzy Instance-based Model (FIM)
P.P. Bonissone
10:00 - 10:30 Coffee break
10:30 - 13:00: Session 3. Genetic fuzzy systems for Data Mining and Knowledge Discovery
Chairman: Fernando Gomide
Intelligent Attributes using Genetic Fuzzy System for Decision Trees
J.F. Baldwin, S.B. Karale
Evolutionary Induction of Descriptive Fuzzy Rules in a Market Problem
M.J. del Jesus, P. González, F. Herrera, M. Mesonero
A Classifier System-Based Learning Algorithm for Interpretable, Adaptive Nearest Neighbour Classifier
F. Klawonn, K. Tschumitschew
A Multiobjective Evolutionary Fuzzy System for Promoter Discovery in E. Coli
R. Romero, O. Cordon, C. Rubio, I. Zwir
Evolving Computational Intelligence Systems
N. Kasabov, P. Angelov
13:00 - 15:00 Lunch
15:00 - 17:00: Session 4. Applications of genetic fuzzy systems
Chairman: Brian Carse
Genetic Algorithm, Fuzzy Clustering and Discrete Event Systems: An Application in Scheduling
F. Mota, R. Gonçalves, F. Gomide
Genetic Fuzzy systems in stand.alone photovoltaic systems
S. Garcia, J.C. Bago, J. Aguilera, J.R. Velasco, L. Magdalena
Automatic Design Generation of Component-based Systems using GA and Fuzzy Optimization
P. Angelov, Y. ZHang, J. Wright
Optimization of an Autonomous Car Fuzzy Control System via Genetic Algorithms
J. Alonso, N. Serrano, T. de Pedro, C. Gonzalez, R. Garcia
17:00 - 17:30 Coffee break
17:30 - 19:30: Session 5. Evolutionary learning and tuning of fuzzy rule-based systems II
Chairman: Jorge Casillas
A New Genetic Fuzzy System Based on Linguistic 2-Tuples to Learn Knowledge Bases
R. Alcalá, J. Alcala-Fdez, F. Herrera, J. Otero
An Experiment with Local and Global Errors in Fuzzy Rules Extraction
A.R. de Soto, C.A. Capdevila, C.G. Testera, E. Cuervo
Evolutionary Strategies for Learning of Neuro-Fuzzy Systems
M. Gabryel, K. Cpalka, L. Rutkowski
Advocating the use of Imprecisely Observed Data in Genetic Fuzzy Systems
L. Sanchez, I. Couso
21:00 Dinner at Paco Restaurant
Saturday
9:30 - 11:30: Session 6. Genetic fuzzy systems and the interpretability-accuracy trade-off
Chairman: Ignacio Rojas
Evaluation and interpretability-preserving optimization of a fuzzy
ordered classifier E.V. Broekhoven, V. Adriaenssens, B. de Baets
Learning Fuzzy Rules using Genetic Programming: Context-free grammar definition for high-dimensionality problems
F.J. Berlanga, M.J. del Jesús, F. Herrera
Hierarchical FLS Design Using Multi-Agent Genetic Approach
I. Kallel, T.M. Jelleli, A.M. Alimi
Interpretability Enhancement of Fuzzy Modeling using Ant Colony Optimization
P. Carmona, J.L. Castro
11:30 - 12:00 Coffee break
12:00 - 13:15 Round Table
13:15 - 13:30 Workshop Closure
13:30 - 15:30 Lunch
16:00 Visit to the Alhambra (bus transport from the workshop venue included)
Committees
|
General Chairs |
|
|---|---|
| Oscar Cordón | Francisco Herrera |
|
Organizing Committee |
|
|---|---|
| Jesús Alcalá | Ignacio Rojas |
| Rafael Alcalá | Raúl Pérez |
| Jorge Casillas | Pedro Villar |
| María J. del Jesus |
|
|
Program Committee |
|
|---|---|
| Rafael Alcalá (Spain) | Serge Guillaume (France) |
| Adel M. Alimi (Tunisia) | Hani Hagras (UK) |
| Plamen Angelov (UK) | Frank Hoffmann (Germany) |
| Robert Babuska (Netherlands) | T.P. Hong (Taiwan) |
| Peter Baranyi (Hungary) | Hisao Ishibuchi (Japan) |
| Luc Barón (Canada) | Yaochu Jin (Germany) |
| Andrea Bonarini (Italy) | Frank Klawonn (Germany) |
| Piero Bonissone (USA) | Naoyuki Kubota (Japan) |
| Alberto Bugarín (Spain) | Luis Magdalena (Spain) |
| Brian Carse (UK) | Witold Pedrycz (Canada) |
| Jorge Casillas (Spain) | Carlos A. Peña-Reyes (Switzerland) |
| France Cheong (Australia) | Tony Pipe (UK) |
| María J. del Jesus (Spain) | Ignacio Rojas (Spain) |
| Dimitar Filev (USA) | Luciano Sánchez (Spain) |
| Takeshi Furuhashi (Japan) | Tom Sudkamp (USA) |
| Pierre Y. Glorennec (France) | J. B. Theocharis (Greece) |
| A. Gómez-Skarmeta (Spain) | Juan R. Velasco (Spain) |
| Fernando Gomide (Brazil) | Xin Yao (UK) |
| Antonio González (Spain) | |
Registration
Registration fees
|
Money
|
|
|---|---|
|
Normal fee
|
300 €
|
|
PhD Students
|
200 €
|
The workshop will run from the evening of thursday, march 17 2005, to the late evening of saturday, march 19 2005.
A registration fee of 300 EUR will include:
- a copy of the workshop proceedings,
- all the coffee breaks served during the three workshop days,
- two gala dinners on the nights of thurday 17th and friday 18th,
- two lunches on friday 18th and saturday 19th, including the bus transports from the conference hotel to the restaurants, and
- the social programme (a visit to the Alhambra on saturday 19th evening, including tickets and bus transport)
A reduced fee of 200 EUR is available for PhD students, including all the previous services but:
- the two gala dinners, and
- the social programme
Payment information
Registration payments are to be made by bank transfer, sent to the following account:
|
Beneficiary:
|
OSCAR CORDON/FRANCISCO HERRERA (GFS05)
|
|---|---|
|
Account number:
|
2031 0438 34 0115099807
|
|
IBAN:
|
ES17
|
|
Bank name:
|
Caja Granada
|
|
Bank address:
|
La Zubia II. C/ Carretera de Gojar, 7. 18140. La Zubia. Granada. Spain
|
|
SWIFT Code:
|
CECAESMM031
|
Please, be sure that the full fee amount is transferred. Payments sent must be free of charges.
After ordering the bank transfer, provide us a proof of the remittance (a copy of the transfer order) together with the registration form by fax (+34-958243317). Additionally, students must also send a proof of enrollment in any PhD programme.
Registration form can be downloaded here:
- Registration form in Word
- Registration form in PDF
A confirmation e-mail will be sent back to you as soon as we process the registration.
Location
The Workshop site will be:
- E.T.S. Ingeniería Informática
- C/Periodista Daniel Saucedo Aranda s/n E-18071 (Granada-Spain) Phone: +34-958242802
- Detailed map of the zone
- Map of buses1 2 3
- The GFS2005 Workshop will be held in the Assembly Room (Salón de Actos), located in the basement plant of the building
Accommodation
Block reservations for participants and accompanying people have been made at special rates in several hotels. To benefit from the special rates quoted for Conference participants, reservations should be made by filling in and sending the Hotel Reservation Form (click to download: .doc/.pdf) to the travel agency (Agrela Viajes) by fax (+34 950 349385). For more information, please contact with the travel agency:
AGRELA VIAJES
Avda. Muñoz Seca, s/n
Aguadulce 04720, Almeria, Spain
Tlfno: +34 950 349336
Fax: +34 950 349385
e-mail: asociada989@marsans.es
Hotels and prices (V.A.T. included)
| HOTEL |
Single
|
Twin
|
Breakfast
|
|---|---|---|---|
|
85.00 €
|
90,00 €
|
Included
|
|
|
70.00 €
|
84.00 €
|
Included
|
IMPORTANT:
We have booked 24 rooms in advance (8 individual and 4 double ones in both Vincci and Condor Hotels) through our travel agency. In order to take advantage of these reservations, you should pay the accommodation directly to the travel agency before MARCH 7. The payment can be made by credit card or bank transfer.