{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T19:09:12Z","timestamp":1772910552111,"version":"3.50.1"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,15]]},"DOI":"10.1109\/bigdata62323.2024.10825917","type":"proceedings-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:31:23Z","timestamp":1737052283000},"page":"7021-7030","source":"Crossref","is-referenced-by-count":8,"title":["Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles"],"prefix":"10.1109","author":[{"given":"Kushankur","family":"Ghosh","sequence":"first","affiliation":[{"name":"University of Alberta,Department of Computing Science,Edmonton,Canada"}]},{"given":"Murilo Coelho","family":"Naldi","sequence":"additional","affiliation":[{"name":"Federal University of São Carlos,Department of Computing Science,São Paulo,Brazil"}]},{"given":"J\u00f6rg","family":"Sander","sequence":"additional","affiliation":[{"name":"University of Alberta,Department of Computing Science,Edmonton,Canada"}]},{"given":"Euijin","family":"Choo","sequence":"additional","affiliation":[{"name":"University of Alberta,Department of Computing Science,Edmonton,Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-3994-4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/DSN48987.2021.00038"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2012.212"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-023-00931-x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2733381"},{"key":"ref6","article-title":"A Framework for Hierarchical Density-Based Clustering Exploration","volume-title":"Ph.D. thesis","author":"Cavalcante Araujo Neto","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-42261-4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00076"},{"key":"ref9","first-page":"219","article-title":"A unified notion of outliers: Properties and computation","volume-title":"KDD","volume":"97","author":"Knorr"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335437"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335388"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/304181.304187"},{"key":"ref13","article-title":"A study of unsupervised outlier detection for one-class classification","volume-title":"M.Sc. thesis","author":"Swersky","year":"2018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-013-0311-4"},{"key":"ref15","first-page":"4489","article-title":"Automatic unsupervised outlier model selection","volume":"34","author":"Zhao","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"34","key":"ref16","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume":"96","author":"Ester","year":"1996","journal-title":"kdd"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2962412"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2791347.2791352"},{"key":"ref19","article-title":"Synthetic dataset for outlier detection","author":"Koncar","year":"2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4266498"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3394053"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-018-1220-z"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.90"},{"key":"ref24","volume-title":"Elementary linear algebra: applications version","author":"Anton","year":"2013"},{"key":"ref25","volume-title":"Linear algebra and its applications","author":"Lay","year":"2003"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3490148.3538581"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2019.2907624"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1201\/b17625-4"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3441453"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401946"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00135"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stz1738"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2020.101787"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-17849-8_19"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/math11061539"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-018-09977-1"}],"event":{"name":"2024 IEEE International Conference on Big Data (BigData)","location":"Washington, DC, USA","start":{"date-parts":[[2024,12,15]]},"end":{"date-parts":[[2024,12,18]]}},"container-title":["2024 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10824975\/10824942\/10825917.pdf?arnumber=10825917","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T08:07:46Z","timestamp":1737101266000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10825917\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,15]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/bigdata62323.2024.10825917","relation":{},"subject":[],"published":{"date-parts":[[2024,12,15]]}}}