A Comparative Study on Naïve Bayes and Bayes Net Classifiers for the Heart Disease Prediction System
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Shouman M, Turner T., Stocker R. Using Decision Tree for Diagnosing Heart Disease Patients. Proceedings of the 9th Australasian Data Mining Conference; 2011; Ballarat, Australia. 2011; 23–9p.
Dangare C.S., Apte S.S. A Data Mining Approach for Prediction of Heart Disease using Neural Networks. International Journal of Computer Engineering & Technology (IJCET). 2012; 3(3): 30–40p.
Chithra R., Seenivasagam V. Review of Heart Disease Prediction System using Data Mining and Hybrid Intelligent Techniques. ICTACT Journal on Soft Computing. 2013; 3(4): 605–9p.
Sen A.K., Patel S.B., Shukla D.P. A Data Mining Technique for Prediction of Coronary Heart Disease using Neuro-Fuzzy Integrated Approach Two Level. International Journal of Engineering and Computer Sciences (IJECS). 2013; 2(9): 2663–71p.
Chaurasia V., Pal S. Data Mining Approach to Detect Heart Disease. International Journal of Advanced Computer Sciences and Information Technology. 2013; 2(4): 56–66p.
Lakshmi K.R., Krishna M.V., Kumar S.P. Performance of Comparison of Data Mining Techniques for Predicting of Heart Disease Survivability. International Journal of Scientific Research and Publications. 2013; 3(6): 1–10p.
Wilson A., Wilson G., Likhiya J.K. Heart Disease Prediction using Data Mining Techniques. International Journal of Computer Sciences Trends and Technology. 2014; 2(1): 84–8p.
Kaur B., Singh W. Review on Heart Disease Prediction System using Data Mining Techniques. International Journal of Recent and Invoation Trends in Computing and Communication. 2014; 2(10): 3003–8p.
Sudhakar K., Manimekalai M. Study of Heart Disease Prediction using Data Mining. International Journal of Advanced Research in Computer Science and Software Enginnering. 2014; 4(1): 1157–60p.
Sabarinathan V., Sugumaran V. Diagnosis of Heart Disease using Decisio Tree. International Journal of Research in Computer Applications & Information Technology. 2014; 2(6): 74–9p.
Vedant, Sugumaran V., Amarnath M., et al. Fault Diagonosis of Helical Gear Box using Sound Signal using Naïve Bayes and Bayes Net. International Journal of Engineering & Technology Research. 2015; 1(1): 98–105p.
Database Collected from Statlog (Heart) Data Set using UCI Machine Learning Repository. https://archive.ics.uci.edu/ml/datasets/Statlog+Heart.
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