A New Technique for Combining Multiple Classifiers using The Dempster-Shafer Theory of Evidence
نویسندگان
چکیده
منابع مشابه
A New Technique for Combining Multiple Classifiers using The Dempster-Shafer Theory of Evidence
This paper presents a new classifier combination technique based on the DempsterShafer theory of evidence. The Dempster-Shafer theory of evidence is a powerful method for combining measures of evidence from different classifiers. However, since each of the available methods that estimates the evidence of classifiers has its own limitations, we propose here a new implementation which adapts to t...
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ژورنال
عنوان ژورنال: Journal of Artificial Intelligence Research
سال: 2002
ISSN: 1076-9757
DOI: 10.1613/jair.1026