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A model of machine learning based on user preference of attributes. (English) Zbl 1162.68588

Greco, Salvatore (ed.) et al., Rough sets and current trends in computing. 5th international conference, RSCTC 2006, Kobe, Japan, November 6–8, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-47693-1/pbk). Lecture Notes in Computer Science 4259. Lecture Notes in Artificial Intelligence, 587-596 (2006).
Summary: A formal model of machine learning by considering user preference of attributes is proposed in this paper. The model seamlessly combines internal information and external information. This model can be extended to user preference of attribute sets. By using the user preference of attribute sets, user preferred reducts can be constructed.
For the entire collection see [Zbl 1147.68006].

MSC:

68T05 Learning and adaptive systems in artificial intelligence
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