Inductive inference and argumentation methods in modern intelligent decision support systems
- Авторлар: Vagin V.1, Morosin O.1, Fomina M.1
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Мекемелер:
- Moscow Power Engineering Institute
- Шығарылым: Том 55, № 1 (2016)
- Беттер: 79-95
- Бөлім: Artificial Intelligence
- URL: https://journals.rcsi.science/1064-2307/article/view/219565
- DOI: https://doi.org/10.1134/S106423071601010X
- ID: 219565
Дәйексөз келтіру
Аннотация
Improvement of the classification quality for the generalization problem is considered. In order to improve the classification models produced by generalization algorithms, it is proposed to use argumentation methods based on defeasible reasoning with justification degrees. New methods and algorithms are proposed, and experimental results on various test data sets are described, including instances with noisy initial data.
Авторлар туралы
V. Vagin
Moscow Power Engineering Institute
Email: oleg@morosin.ru
Ресей, Moscow
O. Morosin
Moscow Power Engineering Institute
Хат алмасуға жауапты Автор.
Email: oleg@morosin.ru
Ресей, Moscow
M. Fomina
Moscow Power Engineering Institute
Email: oleg@morosin.ru
Ресей, Moscow
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