Classification and Modeling with Linguistic Information Granules - Advanced Information Processing - Hisao Ishibuchi - Bøker - Springer-Verlag Berlin and Heidelberg Gm - 9783642058608 - 12. februar 2010
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Hisao Ishibuchi
Classification and Modeling with Linguistic Information Granules - Advanced Information Processing Softcover Reprint of Hardcover 1st Ed. 2005 edition

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Many approaches have already been proposed for classification and modeling in the literature. These approaches are usually based on mathematical mod­ els. Computer systems can easily handle mathematical models even when they are complicated and nonlinear (e.g., neural networks). On the other hand, it is not always easy for human users to intuitively understand mathe­ matical models even when they are simple and linear. This is because human information processing is based mainly on linguistic knowledge while com­ puter systems are designed to handle symbolic and numerical information. A large part of our daily communication is based on words. We learn from various media such as books, newspapers, magazines, TV, and the Inter­ net through words. We also communicate with others through words. While words play a central role in human information processing, linguistic models are not often used in the fields of classification and modeling. If there is no goal other than the maximization of accuracy in classification and model­ ing, mathematical models may always be preferred to linguistic models. On the other hand, linguistic models may be chosen if emphasis is placed on interpretability.

320 pages, 72 black & white tables, biography

Media Bøker     Pocketbok   (Bok med mykt omslag og limt rygg)
Utgitt 12. februar 2010
ISBN13 9783642058608
Utgivere Springer-Verlag Berlin and Heidelberg Gm
Antall sider 320
Mål 156 × 234 × 17 mm   ·   449 g
Språk Engelsk  

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