A Ranking Distance Based Diversity Measure for Multiple Classifier Systems

• Published in: 2018 International Conference on Control, Automation and Information Sciences (ICCAIS) pp. 55 - 60
• Main Authors: Yang, Yi, Han, Deqiang, Dezert, Jean
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2018
• Subjects: Aerospace electronics; Automation; Correlation; diversity; Diversity reception; multiple classifier fusion; Multiple classifier system (MCS); pattern classification; Q measurement; ranking distance; Training

Multiple classifier fusion belongs to the decision-level information fusion, which has been widely used in many pattern classification applications, especially when the single classifier is not competent. However, multiple classifier fusion can not assure the improvement of the classification accura...