Thursday 28th of March 2024
 

Implementation of Genetic Algorithm in Predicting Diabetes


S.Sapna, A. Tamilarasi and M.Pravin Kumar

Data Mining aims at discovering knowledge out of data and presenting it in a form that is easily compressible to humans. Data Mining represents a process developed to examine large amounts of data routinely collected. The term also refers to a collection of tools used to perform the process. One of the useful applications in the field of medicine is the incurable chronic disease diabetes. Data Mining algorithm is used for testing the accuracy in predicting diabetic status. Fuzzy Systems are been used for solving a wide range of problems in different application domain Genetic Algorithm for designing. Fuzzy systems allows in introducing the learning and adaptation capabilities. Neural Networks are efficiently used for learning membership functions. Diabetes occurs throughout the world, but Type 2 is more common in the most developed countries. The greater increase in prevalence is however expected in Asia and Africa where most patients will likely be found by 2030.

Keywords: Data Mining, Diabetes, Fuzzy Systems, Genetic Algorithm (GA), Neural Networks.

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ABOUT THE AUTHORS

S.Sapna
S.Sapna received her B.Sc Degree, M.C.A and M.Phil Degree, Bharathiar University. She is currently working as Assistant Professor in the Department of MCA, K.S.R. College of Engineering. She has presented more than 20 papers on various topics including national, international conference and journals. She is a research scholar of Mother Teresa Women’s University, Kodaikanal. Her research interest includes Soft computing, Data Mining, Mathematical Computations and Networks. She is a member of life member of ISTE and CSI.

A. Tamilarasi
Dr.A.Tamilarasi, currently serving as Prof. & Head, Department of M.C.A, Kongu Engineering College. She has published various papers in the filed of fuzzy logics. She has published various books in mathematical field. She is guiding several research scholars in her area of interest like Data Mining, Soft Computing and Networks.

M.Pravin Kumar
M.Pravin Kumar received his B.E & M.E Degree, from Anna University. He is currently working as Assistant Professor in the Department of ECE, K.S.R. College of Engineering. He has presented more than 5 papers on various topics including national, international conference and journals. He is a research scholar of Anna University, Coimbatore. His research interest includes Soft Computing and Networks. He is a member of life member of ISTE.


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