Combining Classifiers Using the Dempster Shafer Theory of Evidence
Imran Naseem · Research Publication Repository of King Fahd University of Petroleum and Minerals (King Fahd University of Petroleum and Minerals) · 2010
In this paper, combination of classifiers using the Dempster-Shafer theory of evidence is discussed. The objective is to use the complementary information present from different classifiers to fuse the classification results into a single decision. As example of speaker identification is discussed to show the power of the DS theory. The indidvidual LPCC and MFCC classifiers are fused to lead to improved recognition accuracy