GA_SVM: A classification system for diagnosis of diabetes

DK Choubey, S Paul - Handbook of research on soft computing and …, 2017 - igi-global.com
The modern society is prone to many life-threatening diseases which if diagnosis early can
be easily controlled. The implementation of a disease diagnostic system has gained …

A Comparative Analysis on the Evaluation of KNN and SVM Algorithms in the Classification of Diabetes

AF Limas, R Rosnelly, H Hartono… - Scientific Journal of …, 2023 - journal.unnes.ac.id
Purpose: Diabetes has received a great deal of attention in medical research because of its
profound effect on human health. Many factors cause this disease in the human body. Can …

GA_RBF NN: a classification system for diabetes

DK Choubey, S Paul - International Journal of Biomedical …, 2017 - inderscienceonline.com
The modern society is prone to many life-threatening diseases, which if diagnosed early,
can be easily controlled. The implementation of a disease diagnostic system has gained …

GA_NN: An intelligent classification system for diabetes

DK Choubey, S Paul, VK Dhandhania - Soft Computing for Problem …, 2019 - Springer
In this modern era, one of the prime most facilities available to this generation is state-of-the-
art health care, and still diabetes has emerged as one the leading chronic disease. Diabetes …

Diabetes classification techniques: a brief state-of-the-art literature review

JO Agushaka, AE Ezugwu - … Conference, ICAI 2020, Ota, Nigeria, October …, 2020 - Springer
Clinical data on diabetes patients are readily available in many countries and research
directories. These data are not necessarily in the same format or do not contain error-free or …

Classification techniques for diagnosis of diabetes: a review

DK Choubey, S Paul - International Journal of Biomedical …, 2016 - inderscienceonline.com
Classification is an efficient and most widely used technique in various applications, such as
medical diagnosis of diabetes patients. There are various techniques implemented for the …

Implementation of a hybrid classification method for diabetes

DK Choubey, S Paul, K Bala, M Kumar… - Intelligent Innovations in …, 2019 - igi-global.com
This chapter presents a best classification of diabetes. The proposed approach work
consists in two stages. In the first stage the Pima Indian diabetes dataset is obtained from the …

Comparative analysis of classification methods with PCA and LDA for diabetes

DK Choubey, M Kumar, V Shukla… - Current diabetes …, 2020 - ingentaconnect.com
Background: The modern society is extremely prone to many life-threatening diseases,
which can be easily controlled as well as cured if diagnosed at an early stage. The …

[PDF][PDF] Diabetes diagnosis using machine learning

AB Eysa, S Kurnaz - International Journal of Computer Science and …, 2019 - academia.edu
Artificial neural networks have been in the position of producing complex dynamics in
control applications over the last decade, especially when they are linked to feedback …

Classification of Diabetes by Kernel based SVM with PSO

DK Choubey, S Tripathi, P Kumar… - Recent Advances in …, 2021 - ingentaconnect.com
Background: The classification method is required to deduce possible errors and assist the
doctors. These methods are used to take suitable decisions in real world applications. It is …