Ant system and weighted voting method for multiple classifier systems

• Main Authors: Husin, Abdullah, Ku-Mahamud, Ku Ruhana
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering and Science (IAES) 2018
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://repo.uum.edu.my/27868/1/IJECE%208%206%202018%204705%204712.pdf; http://repo.uum.edu.my/27868/; http://doi.org/10.11591/ijece.v8i6.pp4705-4712
• Institution: Universiti Utara Malaysia

Combining multiple classifiers is considered as a general solution for classification tasks. However, there are two problems in combining multiple classifiers: constructing a diverse classifier ensemble; and, constructing an appropriate combiner. In this study, an improved multiple classifier combin...