{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T02:47:51Z","timestamp":1768445271403,"version":"3.49.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,4]]},"DOI":"10.1109\/cscwd.2017.8066746","type":"proceedings-article","created":{"date-parts":[[2017,10,25]],"date-time":"2017-10-25T10:07:18Z","timestamp":1508926038000},"page":"509-514","source":"Crossref","is-referenced-by-count":3,"title":["Credit scoring using ensemble classification based on variable weighting clustering"],"prefix":"10.1109","author":[{"given":"Haiyang","family":"Ding","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tun","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hansu","family":"Gu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ning","family":"Gu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2016.02.022"},{"key":"ref11","first-page":"123","article-title":"Bagging predictors","volume":"2","author":"leo","year":"1996","journal-title":"Machine learning 24"},{"key":"ref12","article-title":"A desicion-theoretic generalization of on-line learning and an application to boosting","author":"yoav","year":"1995","journal-title":"European Conference on Computational Learning Theory"},{"key":"ref13","first-page":"5","article-title":"Random forests","volume":"1","author":"leo","year":"2001","journal-title":"Machine Learning 45"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.06.048"},{"key":"ref15","first-page":"163","article-title":"Multiple classifiers combination by clustering and selection","volume":"3","author":"rujie","year":"2001","journal-title":"Information Fusion"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICBMEI.2011.5920471"},{"key":"ref17","author":"kevin","year":"2013","journal-title":"UCI Machine Learning Repository"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46227-1_9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.07.007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2015.05.030"},{"key":"ref3","first-page":"627","article-title":"Benchmarking state-of-the-art classification algorithms for credit scoring","volume":"6","author":"bart","year":"2003","journal-title":"Journal of the operational research society 54"},{"key":"ref6","first-page":"24","article-title":"A comparison of neural networks and linear scoring models in the credit union environment","volume":"1","author":"vijay","year":"1996","journal-title":"European J Operational Research"},{"key":"ref5","volume":"2","year":"1998","journal-title":"Managing Credit Risk The Next Great Financial Challenge"},{"key":"ref8","first-page":"4902","article-title":"Combination of feature selection approaches with SVM in credit scoring","volume":"7","author":"fei-long","year":"2010","journal-title":"Expert Systems with Applications"},{"key":"ref7","first-page":"3302","article-title":"Support vector machines for credit scoring and discovery of significant features","volume":"2","author":"tony","year":"2009","journal-title":"Expert Systems with Applications 36"},{"key":"ref2","first-page":"490","article-title":"Subagging for credit scoring models","author":"giuseppe","year":"2010","journal-title":"European Journal of Operational Research 2012"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CSCWD.2014.6846847"},{"key":"ref9","article-title":"Credit analysis with a clustering RAM-based neural classifier","author":"douglasde o","year":"2014","journal-title":"ESANN"},{"key":"ref20","first-page":"97","article-title":"Optimization Study on k Value of K-means Algorithm","volume":"2","author":"yang","year":"2006","journal-title":"Systems Engineering-theory & Practice"},{"key":"ref21","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD)","location":"Wellington, New Zealand","start":{"date-parts":[[2017,4,26]]},"end":{"date-parts":[[2017,4,28]]}},"container-title":["2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8053876\/8066654\/08066746.pdf?arnumber=8066746","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T16:03:26Z","timestamp":1512057806000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8066746\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/cscwd.2017.8066746","relation":{},"subject":[],"published":{"date-parts":[[2017,4]]}}}