Analytical study of heart disease prediction comparing with different algorithms

International Conference on Computing, Communication and Automation, ICCCA 2015

Volumn , Issue , 2015, Pages 78-82

  Bharti, Sana ^a   Singh, Shaliendra Narayan ^a  

^a AMITY UNIVERSITY   (India)

Author keywords

Artificial Neural Network; Genetic Algorithm; Heart disease; Particle Swarm Optimization

Indexed keywords

CARDIOLOGY; DATA MINING; DISEASES; FORECASTING; GENETIC ALGORITHMS; HEART; NEURAL NETWORKS; PARTICLE SWARM OPTIMIZATION (PSO);

ANALYTICAL STUDIES; BASIC CONCEPTS; HEART DISEASE; PREDICTION OF HEART DISEASE;

ARTIFICIAL HEART;

EID: 84939514418     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCAA.2015.7148347     Document Type: Conference Paper

References (14)

1. M. Akhil Jabbar, B. L Deekshatulu & Priti Chandra, " Classification of Heart Disease using Artificial Neural Network and Feature Subset Selection", Global Journal of Computer Science and Technology Neural & Artificial Intelligence, Volume 13 Issue 3 Version 1. 0 Year 2013
2. Ms. Preeti Gupta,Ms. Punam Bajaj, " Heart Disease Diagnosis System Based On Data Mining And Neural Network", international journal of engineering sciences & research technology, June, 2014
3. T. John Peter, K. Somasundaram, " an empirical study on prediction of heart disease using classification data mining techniques", IEEE-International Conference On Advances In Engineering, Science And Management (ICAESM-2012) March 30, 31, 2012
4. Qiang Niu, Xinjian Huang, " An Improved Fuzzy C-means Clustering Algorithm based on PSO", JOURNAL OF SOFTWARE, VOL. 6, NO. 5, MAY 2011
5. Sunita Sarkar,Arindam Roy,Bipul Shyam Purkayastha, " Application of Particle Swarm Optimization in Data Clustering: A Survey", International Journal of Computer Applications (0975-8887) Volume 65-No. 25, March 2013
6. Rania Hassan Babak Cohanim Olivier de Weck, "a copmarison of particle swarm optimization and the genetic algorithm",46 AIAA Structue,Strctural Dynamics and and Material Confrence,18-21 April 2005,Austin,Texas
7. Dr. G. M. Nasira, S. Radhimeenakshi," Particle Swarm Optimization-A Review on Algorithmic Rule, Application and Scope", International Journal of Science and Research (IJSR) ISSN (Online): 2319-7064
8. Azhar W. Hammad, Dr. Ban N. Thannoon, " genetic algorithm versus particle swarm optimization in n-queen problem", Journal of Al-Nahrain University Vol. 10(2), December, 2007, pp. 172-177
9. Russell C. Eberhart and Yuhui Shi, " Comparison between Genetic Algorithms and Particle Swarm Optimization", EP'98 Proceeding of the 7th International Conference on Evolutionary VII Pages 611-616
10. AH Chen, SY Huang, PS Hong, CH Cheng, EJ Lin, "HDPS: Heart Disease Prediction System"10 Department of Medical Informatics, Tzu Chi University, Hualien City, Taiwan
11. Bhuvaneswari Amma N. G"Cardiovascular Disease Prediction System using Genetic Algorithm and Neural Network",IEEE
12. Sheik Abdullah, " A Data Mining Model to Predict and Analyze the Events Related to Coronary Heart Disease using Decision Trees with Particle Swarm Optimization for Feature Selection", International Journal of Computer Applications Volume 55-No. 8, October 2012
13. Sapna Katiyar," A Comparative Study of Genetic Algorithm and the Particle Swarm Optimization "
14. Sivagowry. S Dr. Durairaj. M, " PSO-An Intellectual Technique for Feature Reduction on Heart Malady Anticipation Data",International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 9, September 2014.