Heart Disease Prediction Using Data Mining Techniques.
Abstract & Details
Research Area
Computer Engineering
Keywords
Data mining
Naive Bayes
K-means
Classification
Clustering
Heart Disease
Prediction.
Abstract
The health industry accumulates huge amount of
health related data which can be processed and used to discover
hidden patterns that can be further used for taking effective
decisions. Data mining techniques can be implemented to develop
a rationally intelligent system that can discover such hidden
patterns from the previously collected data and can answer
complex query questions related to prediction of heart disease.
The user is supposed to answer a set of predefined questions. The
system matches the answers to the hidden patterns formed by
the training dataset and then produces the result. The developed
system can assist health care practitioners of level fresher to
experienced and can also reduce the treatment cost.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Ashish Chhabbi | VIIT,Pune |
| 2 | Lakhan Ahuja | VIIT,Pune |
| 3 | Sahil Ahir | VIIT,Pune |
| 4 | Prof Y.K.Sharma | VIIT,Pune |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Chhabbi, Ashish, Ahuja, Lakhan, Ahir, Sahil, & Y.K.Sharma, Prof (2016). Heart Disease Prediction Using Data Mining Techniques.. International Journal of Advance Research and Innovative Ideas In Education, 2(3), 3281-3284.
MLA Style
Chhabbi, Ashish, et al. "Heart Disease Prediction Using Data Mining Techniques.." International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 3, 2016, pp. 3281-3284.
IEEE Style
Ashish Chhabbi, Lakhan Ahuja, Sahil Ahir, and Prof Y.K.Sharma, "Heart Disease Prediction Using Data Mining Techniques.," International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 3, pp. 3281-3284, 2016.
Vancouver Style
Chhabbi Ashish, Ahuja Lakhan, Ahir Sahil, Y.K.Sharma Prof. Heart Disease Prediction Using Data Mining Techniques.. International Journal of Advance Research and Innovative Ideas In Education. 2016;2(3):3281-3284.
Harvard Style
Chhabbi, Ashish, Ahuja, Lakhan, Ahir, Sahil, & Y.K.Sharma, Prof (2016) 'Heart Disease Prediction Using Data Mining Techniques.', International Journal of Advance Research and Innovative Ideas In Education, 2(3), pp. 3281-3284.
Chicago Style
Chhabbi, Ashish, et al. "Heart Disease Prediction Using Data Mining Techniques.." International Journal of Advance Research and Innovative Ideas In Education 2, no. 3 (2016): 3281-3284.
Turabian Style
Chhabbi, Ashish, et al. "Heart Disease Prediction Using Data Mining Techniques.." International Journal of Advance Research and Innovative Ideas In Education 2, no. 3 (2016): 3281-3284.
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