Classification and Modeling with Linguistic Information Granules (eBook, PDF)

Classification and Modeling with Linguistic Information Granules (eBook, PDF)

Advanced Approaches to Linguistic Data Mining

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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 par...

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