{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T02:10:01Z","timestamp":1773454201796,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":45,"publisher":"ACM","license":[{"start":{"date-parts":[[2013,8,11]],"date-time":"2013-08-11T00:00:00Z","timestamp":1376179200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2013,8,11]]},"DOI":"10.1145\/2487575.2487676","type":"proceedings-article","created":{"date-parts":[[2013,8,13]],"date-time":"2013-08-13T12:31:21Z","timestamp":1376397081000},"page":"428-436","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":139,"title":["Subsampling for efficient and effective unsupervised outlier detection ensembles"],"prefix":"10.1145","author":[{"given":"Arthur","family":"Zimek","sequence":"first","affiliation":[{"name":"University of Alberta, Edmonton, Alberta, Canada"}]},{"given":"Matthew","family":"Gaudet","sequence":"additional","affiliation":[{"name":"University of Alberta, Edmonton, Alberta, Canada"}]},{"given":"Ricardo J.G.B.","family":"Campello","sequence":"additional","affiliation":[{"name":"University of Alberta, Edmonton, Alberta, Canada"}]},{"given":"J\u00f6rg","family":"Sander","sequence":"additional","affiliation":[{"name":"University of Alberta, Edmonton, Alberta, Canada"}]}],"member":"320","published-online":{"date-parts":[[2013,8,11]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150459"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2012.128"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2463696"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/1497577.1497581"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/645806.670167"},{"key":"e_1_3_2_1_6_1","volume-title":"Outliers in Statistical Data","author":"Barnett V.","year":"1994","unstructured":"V. Barnett and T. Lewis . Outliers in Statistical Data . John Wiley & Sons , 3 rd edition, 1994 . V. Barnett and T. Lewis. Outliers in Statistical Data. John Wiley & Sons, 3rd edition, 1994.","edition":"3"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956758"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/11731177_5"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/375663.375672"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335388"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2004.04.004"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/648054.743935"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg038"},{"key":"e_1_3_2_1_14_1","first-page":"186","volume-title":"Proc. ICML","author":"Fern X. Z.","year":"2003","unstructured":"X. Z. Fern and C. E. Brodley . Random projection for high dimensional data clustering: A cluster ensemble approach . In Proc. ICML , pages 186 -- 193 , 2003 . X. Z. Fern and C. E. Brodley. Random projection for high dimensional data clustering: A cluster ensemble approach. In Proc. ICML, pages 186--193, 2003."},{"key":"e_1_3_2_1_15_1","unstructured":"A. Frank and A. Asuncion. UCI machine learning repository. http:\/\/archive.ics.uci.edu\/ml 2010.  A. Frank and A. Asuncion. UCI machine learning repository. http:\/\/archive.ics.uci.edu\/ml 2010."},{"key":"e_1_3_2_1_16_1","first-page":"128","volume-title":"Proc. CVPR","author":"Fred A. L. N.","year":"2003","unstructured":"A. L. N. Fred and A. K. Jain . Robust data clustering . In Proc. CVPR , pages 128 -- 136 , 2003 . A. L. N. Fred and A. K. Jain. Robust data clustering. In Proc. CVPR, pages 128--136, 2003."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.43"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1002\/widm.32"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1002\/wics.6"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2005.01.008"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.58871"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502554"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/11731139_68"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2012.88"},{"key":"e_1_3_2_1_25_1","first-page":"219","volume-title":"Proc. KDD","author":"Knorr E. M.","year":"1997","unstructured":"E. M. Knorr and R. T. Ng . A unified notion of outliers: Properties and computation . In Proc. KDD , pages 219 -- 222 , 1997 . E. M. Knorr and R. T. Ng. A unified notion of outliers: Properties and computation. In Proc. KDD, pages 219--222, 1997."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2003.1232271"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646195"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972818.2"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401946"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1081870.1081891"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12026-8_29"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.14778\/1920841.1921021"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2003.1260802"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335437"},{"issue":"1","key":"e_1_3_2_1_35_1","first-page":"73","article-title":"Robust statistics for outlier detection","volume":"1","author":"Rousseeuw P. J.","year":"2011","unstructured":"P. J. Rousseeuw and M. Hubert . Robust statistics for outlier detection . WIREs DMKD , 1 ( 1 ): 73 -- 79 , 2011 . P. J. Rousseeuw and M. Hubert. Robust statistics for outlier detection. WIREs DMKD, 1(1):73--79, 2011.","journal-title":"WIREs DMKD"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.90"},{"key":"e_1_3_2_1_37_1","volume-title":"Data Min. Knowl. Disc.","author":"Schubert E.","year":"2012","unstructured":"E. Schubert , A. Zimek , and H.-P. Kriegel . Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection . Data Min. Knowl. Disc. , 2012 . E. Schubert, A. Zimek, and H.-P. Kriegel. Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection. Data Min. Knowl. Disc., 2012."},{"key":"e_1_3_2_1_38_1","first-page":"393","volume-title":"ASP-ACSM Convention","author":"Soler T.","year":"1985","unstructured":"T. Soler and M. Chin . On transformation of covariance matrices between local Cartesian coordinate systems and commutative diagrams . In ASP-ACSM Convention , pages 393 -- 406 , 1985 . T. Soler and M. Chin. On transformation of covariance matrices between local Cartesian coordinate systems and commutative diagrams. In ASP-ACSM Convention, pages 393--406, 1985."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1162\/153244303321897735"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.237"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.5555\/645961.674073"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.5555\/3121646.3121658"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401983"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01307-2_84"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1002\/sam.11161"}],"event":{"name":"KDD' 13: The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"Chicago Illinois USA","acronym":"KDD' 13","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2487575.2487676","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2487575.2487676","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T08:48:44Z","timestamp":1750236524000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2487575.2487676"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,8,11]]},"references-count":45,"alternative-id":["10.1145\/2487575.2487676","10.1145\/2487575"],"URL":"https:\/\/doi.org\/10.1145\/2487575.2487676","relation":{},"subject":[],"published":{"date-parts":[[2013,8,11]]},"assertion":[{"value":"2013-08-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}