UGC Approved Journal no 63975(19)
New UGC Peer-Reviewed Rules

ISSN: 2349-5162 | ESTD Year : 2014
Volume 13 | Issue 3 | March 2026

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIR1905V16


Registration ID:
307614

Page Number

2997-3002

Share This Article


Jetir RMS

Title

Healthcare Data Mining Literature Review 2012 to 2019

Abstract

In this paper we review the current research being utilized using the data mining methods for the analysis and forecast diagnosis of numerous diseases, underlining critical concerns, and reviewing the methods in a set of cultured practices. The motto of this review is to classify and evaluate the most frequently used algorithms of data mining on healthcare databases. The following algorithms have been known as applications of data mining in healthcare: Decision Trees (DT’s) C4.5 and C5, Support Vector Machine (SVM), artificial neural networks (ANNs) and their Multilayer Perceptron model, Naïve Bayes, Logistic Regression, Genetic Algorithms (GAs) / Evolutionary Programming (EP), Fuzzy Rules. Review presents that it’s challenging to claim one algorithm of data mining as the best appropriate for the healthcare diagnosis of diseases. At present certain algorithms achieve better than others, but there are some cases when a pipeline of the facts for said algorithms claims outcomes more operational.

Key Words

Data Mining, Knowledge Management, Healthcare Data Mining, Data Mining review

Cite This Article

"Healthcare Data Mining Literature Review 2012 to 2019", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.2997-3002, May-2019, Available :http://www.jetir.org/papers/JETIR1905V16.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Healthcare Data Mining Literature Review 2012 to 2019", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp2997-3002, May-2019, Available at : http://www.jetir.org/papers/JETIR1905V16.pdf

Publication Details

Published Paper ID: JETIR1905V16
Registration ID: 307614
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 2997-3002
Country: Nanded, Maharashtra, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

0002943

Print This Page

Current Call For Paper

Jetir RMS