Skip to Main Content
Fuzzy Logic Applications in Computer Science and Mathematics
book

Fuzzy Logic Applications in Computer Science and Mathematics

by Rahul Kar, Dac-Nhuong Le, Gunjan Mukherjee, Biswadip Basu Mallik, Ashok Kumar Shaw
October 2023
Intermediate to advanced content levelIntermediate to advanced
304 pages
6h 44m
English
Wiley-Scrivener
Content preview from Fuzzy Logic Applications in Computer Science and Mathematics

11A Novel Fuzzy Logic (FL) Algorithm for Automatic Detection of Oral Cancer

M. Praveena Kiruba bai1* and G. Arumugam2

1Department of Computer Science, Lady Doak College, Madurai, Tamil Nadu, India

2Department of Computer Science, Madurai Kamaraj University, Madurai, Tamil Nadu, India

Abstract

A diagnosis system for biomedical applications is presented. Oral cancer is a common cancer that affects the people worldwide. A mathematical framework named Adaptive Neuro Fuzzy Inference System (ANFIS) algorithm implemented focuses primarily on the classification of oral cancer. The source oral images acquainted are denoised for noise removal and enhanced for processing the images. The enhanced images are transformed and classified using ANFIS classifier. The proposed ANFIS model demonstrated enhanced performance metrics with 93% classification accuracy.

Keywords: ANFIS, oral cancer, classifier

11.1 Introduction

System modeling implemented using traditional mathematical techniques is not well adapted for dealing with uncertain systems. A fuzzy inference system, on the other hand, may mimic the qualitative features of reasoning processes and human knowledge without using exact quantitative assessments. There are no established techniques for incorporating human expertise into the rule set and database of a fuzzy inference system. Image processing is a thrust area that supports various fields like medicine, astronomy, satellite imaging, and industrial applications. The most challenging ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Fuzzy Logic with Engineering Applications, 4th Edition

Fuzzy Logic with Engineering Applications, 4th Edition

Timothy J. Ross
Advanced Mathematics

Advanced Mathematics

Stanley J. Farlow
Practical Discrete Mathematics

Practical Discrete Mathematics

Ryan T. White, Archana Tikayat Ray

Publisher Resources

ISBN: 9781394174539Purchase Link