DocumentCode
3025919
Title
Analytical study of heart disease prediction comparing with different algorithms
Author
Bharti, Sana ; Singh, Shaliendra Narayan
Author_Institution
ASET-CSE, Amity Univ., Noida, India
fYear
2015
fDate
15-16 May 2015
Firstpage
78
Lastpage
82
Abstract
In data mining there are several ways, approaches to predict any disease and different researches are still going on. In this survey, we have studied several algorithms (like genetic algorithm, Particle Swarm Optimization, Artificial Neural Network) which play very essential role in determining or predicting heart disease. Here we firstly describe the basic concepts of these three algorithms, and analyze how these algorithms helps in prediction of heart diseases.
Keywords
cardiology; data mining; diseases; genetic algorithms; medical diagnostic computing; neural nets; particle swarm optimisation; artificial neural network; data mining; genetic algorithm; heart disease prediction; particle swarm optimization; Artificial neural networks; Data mining; Diseases; Genetic algorithms; Heart; Particle swarm optimization; Prediction algorithms; Artificial Neural Network; Genetic Algorithm; Heart disease; Particle Swarm Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing, Communication & Automation (ICCCA), 2015 International Conference on
Conference_Location
Noida
Print_ISBN
978-1-4799-8889-1
Type
conf
DOI
10.1109/CCAA.2015.7148347
Filename
7148347
Link To Document