Journal of Engineering and Applied Sciences

Year: 2019
Volume: 14
Issue: 10
Page No. 3289 - 3294

Design of a New Hybrid Model using k-means Clustering and Two Class Neural Network for Heart Disease Prediction

Authors : Animesh Hazra, Subrata Kumar Mandal, Asmita Mukherjee and Arkomita Mukherjee

References

Aydin, S., M. Ahanpanjeh and M. Sogol, 2016. Comparison and evaluation of data mining techniques in the diagnosis of heart disease. Intl. J. Comput. Sci. Appl., 6: 1-15.
CrossRef  |  Direct Link  |  

Chauraisa, V. and S. Pal, 2013. Early prediction of heart diseases using data mining techniques. Carib. J. Sci.Tech., 1: 208-217.

Chen, A.H., S.Y. Huang, P.S. Hong, C.H. Cheng and E.J. Lin, 2011. HDPS: Heart disease prediction system. Proceedings of the Conferences on Computing in Cardiology, September 18-21, 2011, IEEE, Hangzhou, China, ISBN: 978-1-4577-0612-7, pp: 557-560.

Chhabbi, A., A. Lakhan, A. Sahil and Y.K. Sharma, 2016. Heart disease prediction using data mining techniques. Intl. J. Res. Advent Technol., 2016: 104-106.

Dessai, I.S.F., 2013. Intelligent heart disease prediction system using probabilistic neural network. Intl. J. Adv. Comput. Theor. Eng., 2: 38-44.
Direct Link  |  

Ghadge, P., V. Girme, K. Kokane and P. Deshmukh, 2015. Intelligent heart attack prediction system using big data. Intl. J. Recent Res. Math. Comput. Sci. Inf. Technol., 2: 73-77.
Direct Link  |  

Hannan, S.A., A.V. Mane, R.R. Manza and R.J. Ramteke, 2010. Prediction of heart disease medical prescription using radial basis function. Proceedings of the 2010 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), December 28-29, 2010, IEEE, Coimbatore, India, ISBN: 978-1-4244-5965-0, pp: 1-6.

Ordonez, C., 2006. Association rule discovery with the train and test approach for heart disease prediction. IEEE. Trans. Inf. Technol. Biomed., 10: 334-343.
CrossRef  |  PubMed  |  Direct Link  |  

Patil, S.B. and Y.S. Kumaraswamy, 2009. Extraction of significant patterns from heart disease warehouses for heart attack prediction. Intl. J. Comput. Sci. Network Secur., 9: 228-235.
Direct Link  |  

Prabhavathi, S. and D.M. Chitra, 2015. Analysis and prediction of various heart diseases using DNFS techniques. Intl. J. Innovations Sci. Eng. Res., 2: 1-7.
Direct Link  |  

Rajkumar, A. and G.S. Reena, 2010. Diagnosis of heart disease using datamining algorithm. Global J. Comput. Sci. Technol., 10: 38-43.
Direct Link  |  

Sangwan, S. and A.K. Tazeem, 2015. Review paper automatic console for disease prediction using integrated module of A-priori and K-mean through ECG signal. Intl. J. Technol. Res. Eng., 2: 1368-1372.
Direct Link  |  

Shetty, A. and C. Naik, 2016. Different data mining approaches for predicting heart disease. Intl. J. Innovative Res. Sci. Eng. Technol., 5: 277-281.
Direct Link  |  

Design and power by Medwell Web Development Team. © Medwell Publishing 2024 All Rights Reserved