{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T17:22:15Z","timestamp":1758820935461,"version":"3.28.0"},"reference-count":34,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008,10]]},"DOI":"10.1109\/imcsit.2008.4747230","type":"proceedings-article","created":{"date-parts":[[2009,1,16]],"date-time":"2009-01-16T15:30:21Z","timestamp":1232119821000},"page":"137-144","source":"Crossref","is-referenced-by-count":4,"title":["Improving Na&amp;#x00EF;ve Bayes models of insurance risk by unsupervised classification"],"prefix":"10.1109","author":[{"given":"Anna","family":"Jurek","sequence":"first","affiliation":[]},{"given":"Danuta","family":"Zakrzewska","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2003.1250975"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1111\/1539-6975.00023"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.1277822"},{"key":"33","first-page":"98","article-title":"on integrating unsupervised and supervised classification for credit risk evaluation","volume":"36","author":"zakrzewska","year":"2007","journal-title":"information technology and control"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/j.insmatheco.2004.07.010"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718348"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.2307\/253819"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1111\/1539-6975.00025"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6687(02)00124-5"},{"key":"11","first-page":"74","article-title":"application of genetic algorithms and knearest neighbour in medical fraud detection","author":"he","year":"1999","journal-title":"Proceedings of SEAL 1998"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/S0957-4174(97)00045-6"},{"key":"21","article-title":"scaling up the naive bayesian classifier: using decision trees for features selection","author":"ratanamahatana","year":"2002","journal-title":"Proceedings of Workshop on Data Cleaning and Preprocessing (DCAP 2002) at IEEE International Conference on Data Mining (ICDM'02)"},{"key":"20","first-page":"852","article-title":"application of classification methods to individual disability income insurance fraud detection","volume":"4489","author":"peng","year":"2007","journal-title":"ICCS2007 LNCS"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-332-5.50055-9"},{"key":"23","first-page":"198","article-title":"increasing the classification accuracy of simple bayesian classifier","author":"kotsiantis","year":"2004","journal-title":"AIMSA2004 LNAI 3192"},{"key":"24","first-page":"919","article-title":"hidden naive bayes","author":"zhang","year":"2004","journal-title":"Proceedings of the Twentieth National Conference on Artificial Intelligence (AAAI2005)"},{"key":"25","first-page":"194","article-title":"supervised and unsupervised discretization of continuous features","author":"doughtery","year":"1995","journal-title":"Machine Learning Proceedings of the Twelth International Conference"},{"key":"26","first-page":"771","article-title":"a short introduction to boosting","volume":"14","author":"freund","year":"1999","journal-title":"Journal of Japanese Society for Artificial Intelligence"},{"journal-title":"Extended Medical Examination","year":"0","key":"27"},{"year":"0","key":"28"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102418"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/5254.809568"},{"journal-title":"Loss Models From Data to Decision","year":"1998","author":"klugman","key":"2"},{"key":"10","article-title":"predictive modeling in automobile insurance: a preliminary analysis","author":"d'arcy","year":"2005","journal-title":"World Risk and Insurance Economics Congress"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1080\/09528130701476391"},{"journal-title":"Naive Bayes Classifier","year":"0","author":"murphy","key":"30"},{"journal-title":"The Use of Predictive Modeling in the Insurance Industry","year":"2005","author":"mosley","key":"7"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(00)00099-4"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1145\/331499.331504"},{"key":"5","first-page":"286","article-title":"applying data mining techniques to a health insurance information system","author":"viveros","year":"1996","journal-title":"28th International Conference on Very Large Data Bases"},{"key":"31","first-page":"249","article-title":"supervised machine learning: a review of classification","volume":"31","author":"kotsiantis","year":"2007","journal-title":"Informatica"},{"key":"4","article-title":"mining insurance data","author":"kietz","year":"1997","journal-title":"22nd VLDB Conference"},{"journal-title":"Data Mining Concepts and Techniques Second Edition","year":"2006","author":"han","key":"9"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1142\/9789812794246_0014"}],"event":{"name":"2008 International Multiconference on Computer Science and Information Technology (IMCSIT)","start":{"date-parts":[[2008,10,20]]},"location":"Wisla, Poland","end":{"date-parts":[[2008,10,22]]}},"container-title":["2008 International Multiconference on Computer Science and Information Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/4731350\/4747203\/04747230.pdf?arnumber=4747230","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,17]],"date-time":"2017-03-17T16:41:08Z","timestamp":1489768868000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4747230\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,10]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/imcsit.2008.4747230","relation":{},"ISSN":["1896-7094"],"issn-type":[{"type":"print","value":"1896-7094"}],"subject":[],"published":{"date-parts":[[2008,10]]}}}