{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T11:50:45Z","timestamp":1770292245057,"version":"3.49.0"},"reference-count":29,"publisher":"IEEE Comput. Soc","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1109\/icdm.2002.1183897","type":"proceedings-article","created":{"date-parts":[[2003,6,26]],"date-time":"2003-06-26T15:35:00Z","timestamp":1056641700000},"page":"147-154","source":"Crossref","is-referenced-by-count":52,"title":["Adaptive dimension reduction for clustering high dimensional data"],"prefix":"10.1109","author":[{"given":"C.","family":"Ding","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Xiaofeng He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Hongyuan Zha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.D.","family":"Simon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"127","article-title":"Analysis of gene expression profiles: class discovery and leaf ordering","author":"ding","year":"2002","journal-title":"Proc 6th Int'l Conf Research in Comp Mol Bio (RECOMB 2002)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/17.4.349"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312652"},{"key":"ref13","article-title":"Clustering in large graphs and matrices","author":"drineas","year":"1999","journal-title":"Proc ACM-SIAM Symposium on Discrete Algorithms 1998"},{"key":"ref14","author":"duda","year":"2000","journal-title":"Pattern Classification"},{"key":"ref15","author":"golub","year":"1996","journal-title":"Matrix Computations"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1126\/science.286.5439.531","article-title":"Molecular classification of cancer: class discovery and class prediction by gene expression monitoring","volume":"286","author":"golub","year":"1999","journal-title":"Science"},{"key":"ref17","article-title":"Initialization normal mixtures of densities","author":"grim","year":"1998","journal-title":"Proc Int l Conf Pattern Recognition (ICPR)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972719.21"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-335-6.50023-4"},{"key":"ref28","article-title":"A MCMC approach to hierarchical mixture modeling","author":"williams","year":"2000","journal-title":"Proc Neural Info Processing Systems (NIPS 2000)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/1037127"},{"key":"ref27","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316849","author":"scott","year":"1992","journal-title":"Multivariate Density Estimation Theory Practice and Visualization"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/35000501"},{"key":"ref6","article-title":"Experiments with random projection","author":"dasgupta","year":"2000","journal-title":"Proc 16th Conf Uncertainty in Artificial Intelligence (UAI 2000)"},{"key":"ref29","article-title":"Spectral relaxation for k-means clustering","author":"zha","year":"2001","journal-title":"Proc Neural Info Processing Systems (NIPS 2001)"},{"key":"ref5","article-title":"Refining initial points for k-means clustering","author":"bradley","year":"1998","journal-title":"Proc 15th International Conf on Machine Learning"},{"key":"ref8","first-page":"1","article-title":"Maximum-likelihood from incomplete data via em algorithm","author":"dempster","year":"1977","journal-title":"J Royal Stat Soc B"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"ref2","first-page":"94","author":"agrawal","year":"1998","journal-title":"Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007612920971"},{"key":"ref1","first-page":"61","author":"aggarwal","year":"1999","journal-title":"Fast Algorithm for projected Clustering"},{"key":"ref20","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-1904-8","author":"jolliffe","year":"1986","journal-title":"Principal Component Analysis"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(99)00008-2"},{"key":"ref21","article-title":"Concept indexing: A fast dimensionality reduction algorithm with applications to document retrieval and categorization","author":"karypis","year":"2000","journal-title":"Proc 9th Int'l Conf Information and Knowledge Management (CIKM 2000)"},{"key":"ref24","first-page":"386","article-title":"An experimental comparison of several clustering and initialization methods","author":"meila","year":"1998","journal-title":"Proc 14th Conf Uncertainty in Artificial Intelligence (UAI 98)"},{"key":"ref23","author":"mclachlan","year":"1997","journal-title":"The EM Algorithm and Extensions"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(99)00069-0"},{"key":"ref25","article-title":"Very fast em-based mixture model clustering using multiresolution kd-trees","author":"moore","year":"1998","journal-title":"Proc Neural Info Processing Systems (NIPS 1998)"}],"event":{"name":"2002 IEEE International Conference on Data Mining. ICDM 2002","location":"Maebashi City, Japan","acronym":"ICDM-02"},"container-title":["2002 IEEE International Conference on Data Mining, 2002. Proceedings."],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/8435\/26564\/01183897.pdf?arnumber=1183897","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,15]],"date-time":"2017-06-15T22:46:34Z","timestamp":1497566794000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/1183897\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/icdm.2002.1183897","relation":{},"subject":[]}}