{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T04:41:26Z","timestamp":1773981686731,"version":"3.50.1"},"reference-count":15,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1109\/icsmc.2003.1244614","type":"proceedings-article","created":{"date-parts":[[2004,4,23]],"date-time":"2004-04-23T14:38:15Z","timestamp":1082731095000},"page":"1435-1440","source":"Crossref","is-referenced-by-count":10,"title":["Cluster validity analysis using subsampling"],"prefix":"10.1109","volume":"2","author":[{"given":"O.","family":"Abul","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Lo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Alhajj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"Polat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Barker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Bayesian Classification of DNA Array Expression Data","author":"keller","year":"2000","journal-title":"Technical Report No UW-CSE-2000-08-01"},{"key":"ref11","article-title":"Bootstrapping Cluster Analysis: Assessing the Reliability of Conclusions from Microarray Experiments","author":"kerr","year":"2000","journal-title":"Proc of the National Academy of Sciences"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/089976601753196030"},{"key":"ref13","article-title":"Stablity-Based Model Order Selection in Clustering with Applications to Gene Expression Data","author":"roth","year":"2002","journal-title":"Proc of ICANN"},{"key":"ref14","article-title":"Clustering using Monte Carlo Cross-Validation","author":"smyth","year":"1996","journal-title":"Proc of ACM-KDD"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s101420000019"},{"key":"ref4","article-title":"UCI Repository of machine learning databases","author":"blake","year":"1998"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1385\/1-59259-364-X:159"},{"key":"ref6","article-title":"Comparison of Discrimination methods for the classification of tumors using gene expression data","author":"dudoit","year":"2001","journal-title":"Journal of American Statistical Association"},{"key":"ref5","article-title":"Learning and Data Clustering","author":"buhmann","year":"2002","journal-title":"Handbook of Brain Theory and Neural Networks"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012801612483"},{"key":"ref7","article-title":"Applications of resampling methods to estimate the number of clusters and to improve the accuracy of a clustering method","author":"fridlyand","year":"2001","journal-title":"Technical Report No 600"},{"key":"ref2","article-title":"A stability based method for discovering structure in clustered data","author":"ben-hur","year":"2002","journal-title":"Proc of the Pacific Symposium on Biocomputing"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/69.991713"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/331499.331504"}],"event":{"name":"SMC '03 2003 IEEE International Conference on Systems, Man and Cybernetics","location":"Washington, DC, USA","acronym":"ICSMC-03"},"container-title":["SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/8811\/27880\/01244614.pdf?arnumber=1244614","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,3,13]],"date-time":"2017-03-13T22:13:42Z","timestamp":1489443222000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/1244614\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/icsmc.2003.1244614","relation":{},"subject":[]}}