A survey of multiple classifier systems as hybrid systems

作者：Wozniak, Michal^*; Grana, Manuel; Corchado, Emilio

来源：Information Fusion, 2014, 16: 3-17.

DOI：10.1016/j.inffus.2013.04.006

• Combined classifier
• Multiple classifier system
• Classifier ensemble
• Classifier fusion
• Hybrid classifier

A current focus of intense research in pattern classification is the combination of several classifier systems, which can be built following either the same or different models and/or datasets building approaches. These systems perform information fusion of classification decisions at different levels overcoming limitations of traditional approaches based on single classifiers. This paper presents an up-to-date survey on multiple classifier system (MCS) from the point of view of Hybrid Intelligent Systems. The article discusses major issues, such as diversity and decision fusion methods, providing a vision of the spectrum of applications that are currently being developed.

• 出版日期2014-3