Title :
Combining pattern recognition algorithms chances and limits
Author_Institution :
Dept. of Syst. & Comput. Networks, Wroclaw Univ. of Technol., Wroclaw, Poland
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. For the last topic we show the limit of different approaches based on weighted voting.
Keywords :
pattern classification; pattern recognition; ensemble method; fuser design methods; multiple classifier systems design; pattern recognition algorithms; weighted voting; Algorithm design and analysis; Buildings; Computer networks; Decision making; Design methodology; Machine learning algorithms; Network topology; Neural networks; Pattern recognition; Voting; combining classifier; ensemble design; fuser design; multiple classifier systems; pattern recognition;
Conference_Titel :
Computer Engineering and Technology (ICCET), 2010 2nd International Conference on
Print_ISBN :
978-1-4244-6347-3
DOI :
10.1109/ICCET.2010.5486331
