Academic Journals Database
Disseminating quality controlled scientific knowledge

Fuzzy Classification System for Glass Data Classification

ADD TO MY LIST
 
Author(s): Dinesh P.Pitambare, Pravin M.Kamde

Journal: International Journal of Engineering Research
ISSN 2319-6890

Volume: 2;
Issue: 2;
Start page: 33;
Date: 2013;
VIEW PDF   PDF DOWNLOAD PDF   Download PDF Original page

Keywords: Generating fuzzy rules from training data is the most vital assignment in design of fuzzy classification system. In this paper | we present an approach to deal with the classification problem where fuzzy logic is used. We intend to show that fuzzy logic introduces new elements in the identification process | to manage imprecise information. A method to generate set of definitive fuzzy rules from initial training data is introduced. A triangular membership function is used for generating fuzzy rules from training data as they are simpler and more human understandable with high interpretability.

ABSTRACT
Generating fuzzy rules from training data is themost vital assignment in design of fuzzy classification system.In this paper, we present an approach to deal with theclassifGenerating fuzzy rules from training data is themost vital assignment in design of fuzzy classification system.In this paper, we present an approach to deal with theclassification problem where fuzzy logic is used. We intend toshow that fuzzy logic introduces new elements in theidentification process, to manage imprecise information. Amethod to generate set of definitive fuzzy rules from initialtraining data is introduced. A triangular membershipfunction is used for generating fuzzy rules from training dataas they are simpler and more human understandable withhigh interpretability.troduces new elements in theidentification process, to manage imprecise information. Amethod to generate set of definitive fuzzy rules from initialtraining data is introduced. A triangular membershipfunction is used for generating fuzzy rules from training dataas they are simpler and more human understandable withhigh interpretability.
Affiliate Program      Why do you need a reservation system?