The Fuzzy Classifier by Concept Localization in a Lattice of Concepts

We discuss in this paper several approaches exploiting a base of concepts organized under a lattice in the Fuzzy Classifier by Concept Localization (FC2L) system. We present the 3FU, the total scan and the partial scan as three approaches for locating the adequate concept to a novel object to classify. We present also the experimental results in terms of misclassification rate and response time.

• Type: Conference
• Year: 2004
• Where: CLA
• Authors: Samir Elloumi, Ch. Ben Youssef, Sadok Ben Yahia
• Keywords: CLA 2004, CLA 2007, Concept Localization, Fuzzy Classifier, Partial Scan