Methods of Classifiers Fusion
Contents of the session
Combining classifiers are very attractive and effective approach for decision-making. The
main goal of session is to discuss the new theoretical trends and the applications of multiple
classifiers concept, information fusion and related approaches.
Papers describing original work in the following and related research topics are welcome:
- Theoretical foundations of multiple classifiers
- Methods for classifier fusion
- Ensemble design
- Methods of decision making based on the information from different sources
- Methods for classifier selection
- Methods of improving qualities of weak classifiers (boosting, bagging, etc.)
- Method of measuring and ensuring diversity in classifier ensembles
- Multiple classifier system design
- Designing efficient computational systems for multiple classifiers
- Applications (especially from medical area but not only limited to)
Extended and improved versions of selected papers will be included in a special issue of the following journals:
3. Information Fusion
Published by ELSEVIER
ISSN: 1566-2535
Impact factor: 2.057
Editors-in-Chief:
Dr. Belur V. Dasarathy, FIEEE
Co-Guest Editors:
Dr. Michal Wozniak - Wroclaw University of Technology (Poland)
Dr. Emilio Corchado - University of Salamanca (Spain)
Prof. Manuel Graña - Universidad del País Vasco (Spain)
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Co-Chairs
- Emilio Corchado, Universidad de Salamanca, Spain
- Michal Wozniak, Wroclaw University of Technology, Poland
- Bruno Baruque, Universidad de Burgos, Spain
Contact information
- Michal Wozniak
- E-mail:
- Postal Address: Wybrzeze Wyspianskiego 27, 50-370 Wroclaw, Poland
- Tel: +48 71 3203539
- Fax: +48 71 3202902
Program Committee
- Robert Burduk, Wroclaw University of Technology, Poland
- Emilio Corchado, University of Burgos, Spain
- José Alfredo Costa, Universidade Federal do Rio Grande do Norte, Brasil
- Giorgio Fumera, University of Cagliari, Italy
- Bogdan Gabrys, Bournemouth University, UK
- Álvaro Herrero, Universidad de Burgos, Spain
- Konrad Jackowski, Wroclaw University of Technology, Poland
- Przemyslaw Kazienko, Wroclaw University of Technology, Poland
- Elzbieta Pekalska, University of Manchester, UK
- Konstantinos Sirlantzis, University of Kent, UK
- Václav Snášel, VSB-Technical University of Ostrava, Czech Republic
- Jerzy Stefanowski, Poznan University of Technology, Poland
- Igor T. Podolak, Jagiellonian University, Poland
- Bogdan Trawinski, Wroclaw University of Technology, Poland
- Michal Wozniak, Wroclaw University of Technology, Poland
Proceedings
HAIS'10 proceedings will be published by Springer in its series of Lecture Notes in Computer Science. (Tentative)
All accepted papers must be presented by one of the authors who must register for the conference and pay the fee.
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