Call for Papers:Vol.12 Issue.1

Submission
Last date		 28-Feb-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA
PaperId: :  10617
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 4 2019
DUI:    16.0415/IJARIIE-10617
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof. Anish Kumar ChoudharyChameli Devi Institute of Professional Studies, Indore

Abstract

information technology
Heart Disease, Apriori, Association Rule Mining, Computational Intelligence, Uci Cleveland
This paper describes our experience on discovering association rules in medical data to predict heart disease. Heart disease is the leading causes of mortality accounting for 32% of all death, a rate is high as in Canada (35%) and USA. Association rule mining a computational intelligence approach is used to identify the factors that contribute to heart disease and Uci Cleveland data set, a biological data base is considered along with the rule generation algorithm – Apriori. Analyzing the information available on sick and healthy individuals and taking confidence as indicator. Females are seen to have more chance of being free from coronary heart disease than males. It is also seen that factors such as chest pain being asymptomatic and the presence of exercise- induced angina indicate the likely of existence of heart disease for both men and women. On the other hand, the result showed that when exercise induced angina (chest pain) was false, it was a good indicator of a person being healthy irrespective of gender. This research has demonstrated the use of rule mining to determine interesting knowledge.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Prof. Anish Kumar Choudhary. "A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 4 2019 Page 372-378
MLA Prof. Anish Kumar Choudhary. "A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA." International Journal Of Advance Research And Innovative Ideas In Education 5.4(2019) : 372-378.
APA Prof. Anish Kumar Choudhary. (2019). A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA. International Journal Of Advance Research And Innovative Ideas In Education, 5(4), 372-378.
Chicago Prof. Anish Kumar Choudhary. "A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 4 (2019) : 372-378.
Oxford Prof. Anish Kumar Choudhary. 'A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, 2019, p. 372-378. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_STUDY_ON_ASSOCIATION_RULE_MINING_FOR_VARIOUS_HEART_DISEASES_MEDICAL_DATA_ijariie10617.pdf (Accessed : ).
Harvard Prof. Anish Kumar Choudhary. (2019) 'A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA', International Journal Of Advance Research And Innovative Ideas In Education, 5(4), pp. 372-378IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_STUDY_ON_ASSOCIATION_RULE_MINING_FOR_VARIOUS_HEART_DISEASES_MEDICAL_DATA_ijariie10617.pdf (Accessed : )
IEEE Prof. Anish Kumar Choudhary, "A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, pp. 372-378, Jul-Aug 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_STUDY_ON_ASSOCIATION_RULE_MINING_FOR_VARIOUS_HEART_DISEASES_MEDICAL_DATA_ijariie10617.pdf [Accessed : ].
Turabian Prof. Anish Kumar Choudhary. "A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 4 ().
Vancouver Prof. Anish Kumar Choudhary. A STUDY ON ASSOCIATION RULE MINING FOR VARIOUS HEART DISEASES MEDICAL DATA. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(4) : 372-378. Available from: https://ijariie.com/AdminUploadPdf/A_STUDY_ON_ASSOCIATION_RULE_MINING_FOR_VARIOUS_HEART_DISEASES_MEDICAL_DATA_ijariie10617.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Decentralized Voting System Using Ethereum BlockchainInformation Science and EngineeringDr. D. SIVAKUMAR Download
Enhancing Historical Consciousness through Digital Storytelling among Grade 11 General Academic Strand Students of Purisima National High School”SOCIAL SCIENCECHARITY P. CANONIGO Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning,TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
WEALTH: YOUR SMART EXPENSE TRACKER AND FINANCIAL ADVISORInformation TechnologyPratiksha Mankar Download
Brain Tumor DetectionBrain Tumor Detection Using PythonPallavi Gajbhiye Download
SUVIDHA An E-commerce website for Local LaboursInformation Technology Aman Milind Mandape Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning, TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
EDUNEXUS – A Student Development ApplicationInformation TechnologyNamrata Kanhole Download
Review on Festagram: An Event Management System for CollegesInformation science and engineeringAdarsh Download
Deep Learning Based 3D Object Detection and Pose EstimationComputer EngineeringPayal Behune Download
AI-Based Dynamic Route Generation and Optimization Using Real-Time Traffic and Road ParametersInformation Technology EngineeringAniket Ubale Download
SMART EXPIRY DATE TRACKER WITH FOOD RECOMMENDATIONSInformation Science and EngineeringMr Pradeep Nayak Download
A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTSInformation Science and EngineeringKratika Sudarshan Halankar Download
A Review on Smart Appointment Scheduling Systems for Modern Hospital ManagementInformation Science and EngineeringDivya S Nayak Download
A Comprehensive Review of AI-Powered Resume Screening and Analysis SystemsInformation Science and EngineeringMr NAGESH U B Download
12