DocumentCode
3208852
Title
Chosen problems of designing effective Multiple Classifier Systems
Author
Wozniak, Michal ; Zmyslony, Marcin
Author_Institution
Dept. of Syst. & Comput. Networks, Wroclaw Univ. of Technol., Wroclaw, Poland
fYear
2010
fDate
8-10 Oct. 2010
Firstpage
42
Lastpage
47
Abstract
Paper presents a brief survey of the main topics connected with Multiple Classifier Systems design task. On the beginning typical topologies are described and then we focus on ensemble and fuser design methods. In the last section we show the limit of different approaches based on weighted voting.
Keywords
learning (artificial intelligence); pattern classification; pattern recognition; sensor fusion; ensemble design; fuser design; machine learning; multiple classifier system design; pattern recognition; Algorithm design and analysis; Artificial neural networks; Classification algorithms; Optimization; Pattern recognition; Support vector machine classification; Topology; combining classifier; ensemble design; fuser design; multiple classifier systems; pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Information Systems and Industrial Management Applications (CISIM), 2010 International Conference on
Conference_Location
Krackow
Print_ISBN
978-1-4244-7817-0
Type
conf
DOI
10.1109/CISIM.2010.5643694
Filename
5643694
Link To Document