Abstract: Review on Heart Disease Diagnosis Based on Data Mining Techniques
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 108

Review Papers | Computer Science & Engineering | India | Volume 3 Issue 5, May 2014

Review on Heart Disease Diagnosis Based on Data Mining Techniques

Punam Bajaj, Preeti Gupta

The availability of huge amount of data leads to the need of powerful data analysis tool to extract useful knowledge. To manage data analysis on large data sets researchers have long been concerned with statistical and data mining tools. Disease diagnosis is one of the major applications where data mining tools are showing successful results. Heart disease is the major cause of the death all over the world in the last few years. Many researchers are using different data mining tools to help professionals in the diagnosis of heart disease. Using single data mining technique in heart disease diagnosis has been showing great levels of accuracy. In the past few time researchers have been investigating the effect of hybridizing more than one technique showing better result in the diagnosis of heart disease. In this paper the neural network is trained with selected significant pattern for the diagnosis of heart disease and Genetic Algorithm has been used and applied for optimizing the neural network.

Keywords: Data Mining, Diagnosis, Heart Diseases, Genetic Algorithm, Neural Networks

Edition: Volume 3 Issue 5, May 2014

Pages: 1593 - 1596

Share this Article

How to Cite this Article?

Punam Bajaj, Preeti Gupta, "Review on Heart Disease Diagnosis Based on Data Mining Techniques", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=22051401, Volume 3 Issue 5, May 2014, 1593 - 1596

Enter Your Email Address


Similar Articles with Keyword 'Data Mining'

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021

Pages: 1068 - 1070

Predicting the Course Knowledge Level of Students using Data Mining Techniques

Thapaswini P S

Share this Article

Downloads: 66 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1669 - 1672

Random Forest Based Heart Disease Prediction

Adeen, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Diagnosis'

Downloads: 34

Research Paper, Computer Science & Engineering, Syria, Volume 10 Issue 3, March 2021

Pages: 524 - 528

Detection and Classification of Skin Cancer using Image Processing Techniques

Maha Shawish, Balsam Eid

Share this Article

Downloads: 48

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 376 - 379

Glaucoma Detection Using Support Vector Machine Algorithm

Aukif Yousuf Wani, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Heart Diseases'

Downloads: 508 | Weekly Hits: ⮙1 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Downloads: 66 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1669 - 1672

Random Forest Based Heart Disease Prediction

Adeen, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Genetic Algorithm'

Downloads: 156

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017

Pages: 338 - 384

Managing Uncertainty in Supply Chain Operating Cost Using Genetic Algorithm

Dr. Niju P. Joseph, Dr. Priyanka Surendran

Share this Article

Downloads: 2 | Weekly Hits: ⮙2 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021

Pages: 345 - 348

Comparison of Data Gathering Techniques Using Artificial Intelligence

Varsha Kumari, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Neural Networks'

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 720 - 724

Review on Deep Learning and IoT Techniques on Corono Virus

Mansi Kambli

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, China, Volume 10 Issue 5, May 2021

Pages: 1130 - 1137

Artificial Intelligence: The Backbone of Industry Evolution, Impact, and Future

Ralph Tichafa Tawanda Chawatama, Sun Shaowei

Share this Article

Similar Articles with Keyword 'Data'

Downloads: 508 | Weekly Hits: ⮙1 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Downloads: 85

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Similar Articles with Keyword 'Mining'

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021

Pages: 1068 - 1070

Predicting the Course Knowledge Level of Students using Data Mining Techniques

Thapaswini P S

Share this Article

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article
Top