{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T05:38:21Z","timestamp":1775453901741,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004396","name":"Thailand Research Fund through the Royal Golden Jubilee Ph.D. Program","doi-asserted-by":"publisher","award":["PHD\/0081\/2560"],"award-info":[{"award-number":["PHD\/0081\/2560"]}],"id":[{"id":"10.13039\/501100004396","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3084623","type":"journal-article","created":{"date-parts":[[2021,5,28]],"date-time":"2021-05-28T19:58:28Z","timestamp":1622231908000},"page":"82713-82725","source":"Crossref","is-referenced-by-count":6,"title":["Individual Attribute Selection Using Information Gain Based Distance for Group Classification of Elderly People With Hypertension"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1418-2215","authenticated-orcid":false,"given":"Supansa","family":"Chaising","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9847-157X","authenticated-orcid":false,"given":"Punnarumol","family":"Temdee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ramjee","family":"Prasad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3945\/ajcn.113.068122"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s12603-016-0837-4"},{"key":"ref33","first-page":"3702","article-title":"Effect of elevated total cholesterol level and hypertension on the risk of fatal cardiovascular disease: A cohort study of Chinese steelworkers","volume":"124","author":"ying","year":"2011","journal-title":"Chin Med J"},{"key":"ref32","first-page":"625","article-title":"A novel feature selection based on information gain using WordNet","author":"patil","year":"2013","journal-title":"Proc Sci Inf Conf"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3009843"},{"key":"ref30","first-page":"48","article-title":"Information gain feature selection for multi-label classification","volume":"6","author":"pereira","year":"2015","journal-title":"J Inf Data Manage"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/S0140-6736(03)15268-3","article-title":"Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies","volume":"363","author":"consultation","year":"2004","journal-title":"Lancet"},{"key":"ref36","year":"2019","journal-title":"Body Mass Index—BMI"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.amjmed.2017.05.030"},{"key":"ref34","year":"2013","journal-title":"Blood Pressure High? Control LDL"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2008.11.018"},{"key":"ref40","author":"tolonen","year":"2002","journal-title":"Smoking Definitions in Review of Surveys for Risk Factors of Major Chronic Diseases and Comparability of the Results"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s40265-014-0306-5"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1161\/HYPERTENSIONAHA.120.15026"},{"key":"ref13","author":"mandal","year":"2020","journal-title":"Obesity and Blood Pressure"},{"key":"ref14","author":"rogers","year":"2020","journal-title":"Mobile App Aims to Help Older Adults Manage Medications"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-63057-w"},{"key":"ref16","year":"2017","journal-title":"What is the Place of Lifestyle Changes in the Treatment of Hypertension?"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/GWS.2018.8686527"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-019-06639-w"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2976162"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-015-0080-y"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/s17030622"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-35488-8_1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-01733-5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1136\/jech.54.3.221"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105326"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CCBD.2016.068"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1097\/MD.0000000000004704"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/6274545"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2973304"},{"key":"ref9","first-page":"241","article-title":"Diagnostic failure: A cognitive and affective approach","volume":"2","author":"croskerry","year":"2005","journal-title":"Adv Patient Saf Res Implement"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2955754"},{"key":"ref20","first-page":"117","article-title":"A novel feature selection algorithm for heart disease classification","volume":"4","author":"subanya","year":"2014","journal-title":"Int J Comput Intell Inform"},{"key":"ref45","author":"brownlee","year":"2020","journal-title":"A Gentle Introduction to k-fold Cross-Validation"},{"key":"ref22","first-page":"187","article-title":"Prediction of heart disease using random forest and feature subset selection","author":"jabbar","year":"2015","journal-title":"Innovations in Bio-inspired Computing and Applications"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICSEng.2011.80"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.4103\/HEARTVIEWS.HEARTVIEWS_28_18"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICWR49608.2020.9122285"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106441"},{"key":"ref23","first-page":"341","article-title":"Coronary artery disease diagnosis using feature selection based hybrid extreme learning machine","author":"shahid","year":"2020","journal-title":"Proc 3rd Int Conf Inf Comput Technol (ICICT)"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.4103\/ajm.AJM_194_17"},{"key":"ref26","first-page":"975","article-title":"Attribute selection to improve accuracy of classification","volume":"173","author":"pede","year":"2017","journal-title":"Int J Comput Appl"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.4103\/0366-6999.211885"},{"key":"ref25","article-title":"Feature selection techniques to choose the best features for Parkinsons disease predictions based on decision tree","volume":"1477","author":"syapariyah","year":"2020","journal-title":"J Phys Conf Ser"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09443197.pdf?arnumber=9443197","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:57:39Z","timestamp":1639771059000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9443197\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3084623","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}