{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,17]],"date-time":"2025-04-17T14:09:19Z","timestamp":1744898959720,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,9]]},"DOI":"10.1109\/iwssip.2015.7314218","type":"proceedings-article","created":{"date-parts":[[2015,11,2]],"date-time":"2015-11-02T23:04:16Z","timestamp":1446505456000},"page":"228-232","source":"Crossref","is-referenced-by-count":5,"title":["Applied machine learning classifiers for medical applications: Clarifying the behavioural patterns using a variety of datasets"],"prefix":"10.1109","author":[{"given":"Ahmed J.","family":"Aljaaf","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dhiya","family":"Al-Jumeily","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abir J.","family":"Hussain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul","family":"Fergus","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed","family":"Al-Jumaily","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Naeem","family":"Radi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LISAT.2014.6845189"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCICT.2015.7045727"},{"journal-title":"Data Mining Practical Machine Learning Tools and Techniques","year":"2011","author":"witten","key":"ref12"},{"key":"ref13","article-title":"The UCI Machine Learning Repository","author":"bache","year":"2013","journal-title":"Internet"},{"article-title":"Cleveland Clinic Foundation Heart Disease DataSet","year":"2013","author":"aha","key":"ref14"},{"article-title":"BUPA Medical Research Ltd, Liver Disorders DataSet","year":"2013","author":"forsyth","key":"ref15"},{"article-title":"National Institute of Diabetes and Digestive and Kidney Diseases, Pima Indians Diabetes Data Set","year":"2013","author":"sigillito","key":"ref16"},{"article-title":"Wroclaw Medical University, Thoracic Surgery Data Set","year":"2013","author":"pawelczyk","key":"ref17"},{"article-title":"University of Wisconsin Hospitals, Breast Cancer Data Set","year":"2013","author":"wolberg","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1590\/S0004-27492013000300008"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/SECON.2011.5752969"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-13-13"},{"key":"ref6","article-title":"A Survey of Agent-Based Intelligent Decision Support Systems to Support Clinical Management and Research","author":"foster","year":"2005","journal-title":"Proc 1st Int Conf Autonomous Agents Multiagent Syst"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1108\/02689230210434943"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCICT.2015.7045742"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.9790\/0661-1157073"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/SAI.2015.7237196"},{"key":"ref1","first-page":"900","article-title":"Data Mining and Knowledge Discovery: Applications, Techniques, Challenges and Process Models in Healthcare","volume":"3","author":"el-sappagh","year":"2013","journal-title":"International Journal of Engineering Research and Applications (IJERA)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICOS.2014.7042412"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0115892"},{"key":"ref21","article-title":"CSE 250 B. Class Lecture, Topic: “Evaluating Classifiers","author":"elkan","year":"2012","journal-title":"Department of Computer Science and Engineering University of California"}],"event":{"name":"2015 International Conference on Systems, Signals and Image Processing (IWSSIP)","start":{"date-parts":[[2015,9,10]]},"location":"London, United Kingdom","end":{"date-parts":[[2015,9,12]]}},"container-title":["2015 International Conference on Systems, Signals and Image Processing (IWSSIP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7301669\/7313917\/07314218.pdf?arnumber=7314218","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,24]],"date-time":"2017-03-24T22:39:37Z","timestamp":1490395177000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7314218\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/iwssip.2015.7314218","relation":{},"subject":[],"published":{"date-parts":[[2015,9]]}}}