Classification and Modeling with Linguistic Information Granules Advanced Approaches to Linguistic Data Mining /

• Main Authors: Ishibuchi, Hisao (Author), Nakashima, Tomoharu (Author), Nii, Manabu (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Series: Advanced Information Processing
• Subjects: Linguistics.; Computers.; Artificial intelligence.; Computational linguistics.; Computational Linguistics.; Artificial Intelligence (incl. Robotics).; Models and Principles.

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, i...