Data Mining Techniques to Find Out Heart Diseases: An Overview
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 3
Abstract
Heart disease is a major cause of morbidity and mortality in modern society. Medical diagnosis is extremely important but complicated task that should be performed accurately and efficiently. Although significant progress has been made in the diagnosis and treatment of heart disease, further investigation is still needed. The availability of huge amounts of medical data leads to the need for powerful data analysis tools to extract useful knowledge. There is a huge data available within the healthcare systems. However, there is a task of effective analysis tools to discover hidden relationships and trends in data. Knowledge discovery and data mining have found numerous applications in business and scientific domain. Researchers have long been concerned with applying statistical and data mining tools to improve data analysis on large data sets. Disease diagnosis is one of the applications where data mining tools are proving successful results. This research paper proposed to find out the heart diseases through data mining, Support Vector Machine (SVM), Genetic Algorithm, rough set theory, association rules and Neural Networks.
Authors and Affiliations
Mayuri Takore, Prof. R. R. Shelke
Keywords
Related Articles
- EP ID EP21683
- DOI -
- Views 245
- Downloads 5
Compression of 3D Video Using IW-DVC Method
With the recent development of 3D display technologies, there is an increasing demand for realistic 3D video. However, efficient transmission and storage of depth data still presents a challenging task to the research c...
Design of Smart Electric Meter Based on IOT
in this growing modern world everything has been under the influence of internet but the process of monitoring electric meter reading is still a manual process which drains most of the human power resulting in less accu...
Contract Signing Protocol Based on RSA Signature
A reasonable contract-marking convention permits two conceivably doubted equalities to trade their responsibilities to a concurred contract over the Internet in a reasonable manner, so that either each of them acquires...
Road Railway Safety System to Avert Accident in Unmanned LC
Railway transportation is one of the safest modes of transport. In unmanned level crossing the number of horrible fatal accidents that road vehicle driver and pedestrians cause. To reduce the accident in LC to introduce...
Location Based Service without Reveling Self Privacy Data
In this paper, I proposed to solve problems associated with the location data. The user does not want to send his location data (GPS coordinate) to the server directly, since doing so the server can find the user’s loca...