Uncertainty modeling for data mining a label semantics approach /

Machine learning and data mining are inseparably connected with uncertainty. The observable data for learning is usually imprecise, incomplete or noisy. Uncertainty Modeling for Data Mining: A Label Semantics Approach introduces 'label semantics', a fuzzy-logic-based theory for modeling un...

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Main Author: Qin, Zengchang,
Other Authors: Tang, Yongchuan,, SpringerLink (Online service)
Format: eBook
Language: English
Published: Dordrecht : Springer, 2014.
Physical Description: 1 online resource (420 pages) : illustrations.
Series: Advanced topics in science and technology in China.
Subjects:

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