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
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;
Conference_Titel :
Computing, Communication & Automation (ICCCA), 2015 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-8889-1
DOI :
10.1109/CCAA.2015.7148347