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Erschienen in:
1998 | OriginalPaper | Buchkapitel
Synthesis of Decision Rules for Object Classification
verfasst von : Jan G. Bazan, Hung Son Nguyen, Tuan Trung Nguyen, Andrzej Skowron, Jaroslaw Stepaniuk
Erschienen in: Incomplete Information: Rough Set Analysis
Verlag: Physica-Verlag HD
Enthalten in: Professional Book Archive
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We discuss two applications of logic to the problem of object classification. The first is related to an application of multi-modal logics to the automatic feature extraction. The second is concerned with inductive reasoning for discovering an optimal feature set with respect to the precision of classification and for improving the performance of decision algorithms. We also present an exemplary system for recognizing handwritten digits based on Boolean reasoning, rough set methods and feature discovery by applying multi-modal logic.