{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T19:36:54Z","timestamp":1729625814965,"version":"3.28.0"},"reference-count":51,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1109\/cist.2016.7804994","type":"proceedings-article","created":{"date-parts":[[2017,1,5]],"date-time":"2017-01-05T17:19:51Z","timestamp":1483636791000},"page":"77-82","source":"Crossref","is-referenced-by-count":11,"title":["Study and analysis of data mining for healthcare"],"prefix":"10.1109","author":[{"given":"Zoubida Alaoui","family":"Mdaghri","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mourad","family":"El Yadari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdelillah","family":"Benyoussef","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdellah","family":"El Kenz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1294301.1294309"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-3070-0"},{"journal-title":"SAS","article-title":"Healthways Heads Off Increased Costs with SAS","year":"2009","key":"ref33"},{"journal-title":"SAS","article-title":"Highmark maximizes Medicare revenues with SAS","year":"2006","key":"ref32"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1001\/jama.1987.03400010065029"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1504\/IJSSS.2015.071315"},{"article-title":"Clinical Decicion Support Systems","year":"2007","author":"berner","key":"ref37"},{"journal-title":"Canadian Institute of Health Research","year":"2008","key":"ref36"},{"article-title":"Clinical Decision Support","year":"2007","author":"greens","key":"ref35"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/580186"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.nuclcard.2008.06.001"},{"key":"ref27","first-page":"40","article-title":"Comparison of classification algorithms applied to breast cancer diagnosis and prognosis","author":"potter","year":"0"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1080.0619"},{"article-title":"Transforming Health Care Through Big Data","year":"2013","author":"cottle","key":"ref2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.14257\/ijbsbt.2013.5.5.25"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1145\/240455.240463","article-title":"From Data Mining to Knowledge Discovery in Databases","volume":"39","author":"piatetsky-shapiro","year":"1996","journal-title":"Commun ACM"},{"journal-title":"Oracle Data Mining Techniques and Algorithms","year":"2016","key":"ref22"},{"article-title":"Predictive Data Mining: Practical Examples","year":"0","author":"velickov","key":"ref21"},{"article-title":"Data science, fondamentaux et études de cas Machine learning avec Python et R Eric Biernat","year":"0","author":"lutz","key":"ref24"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"2431","DOI":"10.1007\/s10916-011-9710-5","article-title":"Data Mining in Healthcare and Biomedicine: A Survey of the Literature","volume":"36","author":"yoo","year":"2011","journal-title":"J Med Syst"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/INISTA.2012.6246999"},{"key":"ref25","first-page":"33","article-title":"A Comparative Study of Classification Methods for Microarray Data Analysis","volume":"61","author":"hu","year":"0"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.pu.15.050194.000245"},{"volume":"2","article-title":"A Literature Review in Health Informatics Using Data Mining Techniques","year":"2014","key":"ref51"},{"key":"ref10","article-title":"DATA MINING TECHNIQUES","author":"zaki","year":"2003","journal-title":"WSPC\/Lecture Notes Series 9in x 6in"},{"article-title":"Data Mining","year":"1996","author":"adriaans","key":"ref11"},{"key":"ref40","article-title":"Knowledge-based Analysis of Microarray Gene Expression Data using Support Vector Machines","author":"10 rown","year":"2007","journal-title":"Proceedings of the National Academy of Sciences"},{"article-title":"Data Mining: Concepts and Techniques","year":"2000","author":"han","key":"ref12"},{"key":"ref13","first-page":"317","article-title":"Data Mining: Discovering information from bio-data","author":"wong","year":"2002","journal-title":"Current Topics in Computational Biology"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"article-title":"Statistics for Business and Economics","year":"1989","author":"sandy","key":"ref15"},{"article-title":"Principal Component Analysis","year":"1986","author":"jollie","key":"ref16"},{"key":"ref17","first-page":"1022","article-title":"Multi-interval discretization of continuous-valued attributes for classication learning","author":"fayyad","year":"1993","journal-title":"Proceedings of 13th International Joint Conference on Articial Intelligence"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/240455.240464"},{"article-title":"Data Mining: Concepts and Techniques","year":"2006","author":"han","key":"ref19"},{"article-title":"Big Data: The Next Frontier for Innovation, Competition, and Productivity","year":"2011","author":"manyika","key":"ref4"},{"key":"ref3","article-title":"Data Mining Application in Healthcare","volume":"19","author":"koh","year":"2005","journal-title":"Journal of Health Care Information Management"},{"article-title":"Kendall's Advanced Theory of Statistics: Volume I-Distribution Theory","year":"1994","author":"stuart","key":"ref6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2009.04.008"},{"key":"ref8","first-page":"197","article-title":"Data mining and knowledge discovery","volume":"32","author":"trybula","year":"1997","journal-title":"Annual Review of Information Science and Technology"},{"journal-title":"Rayli net (2015) History of Data Mining","year":"0","key":"ref7"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/S0933-3657(02)00049-0"},{"journal-title":"private communication","year":"1995","author":"kaufman","key":"ref9"},{"journal-title":"SAS","article-title":"First Things First-Highmark makes healthcare-fraud prevention top priority with SAS","year":"2006","key":"ref46"},{"key":"ref45","article-title":"Bayesian Biosurveillance of Disease Outbreaks","volume":"70","author":"cooper","year":"2004","journal-title":"ACM International Conference Proceeding Series"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcrc.2004.08.008"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/S1386-5056(01)00154-X"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2004.07.002"},{"key":"ref41","first-page":"40","article-title":"Comparison of classification algorithms applied to breast cancer diagnosis and prognosis","author":"potter","year":"0"},{"key":"ref44","article-title":"Decision Theoretic Analysis of Improving Epidemic Detection","author":"izadi","year":"2007","journal-title":"American Medical Informatics Association"},{"key":"ref43","first-page":"73","article-title":"Data mining in predicting survival of kidney dialysis patients","volume":"4949","author":"shah","year":"0"}],"event":{"name":"2016 4th IEEE International Colloquium on Information Science and Technology (CIST)","start":{"date-parts":[[2016,10,24]]},"location":"Tangier, Morocco","end":{"date-parts":[[2016,10,26]]}},"container-title":["2016 4th IEEE International Colloquium on Information Science and Technology (CiSt)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7786012\/7804840\/07804994.pdf?arnumber=7804994","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T03:24:32Z","timestamp":1498361072000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7804994\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/cist.2016.7804994","relation":{},"subject":[],"published":{"date-parts":[[2016,10]]}}}