{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T14:36:26Z","timestamp":1767969386599,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":108,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,6,25]],"date-time":"2018-06-25T00:00:00Z","timestamp":1529884800000},"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":[[2018,6,25]]},"DOI":"10.1145\/3227609.3227692","type":"proceedings-article","created":{"date-parts":[[2018,7,6]],"date-time":"2018-07-06T19:30:44Z","timestamp":1530905444000},"page":"1-12","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":24,"title":["Outlier Detection in Urban Traffic Data"],"prefix":"10.1145","author":[{"given":"Youcef","family":"Djenouri","sequence":"first","affiliation":[{"name":"University of Southern Denmark, Odense, Denmark"}]},{"given":"Arthur","family":"Zimek","sequence":"additional","affiliation":[{"name":"University of Southern Denmark, Odense, Denmark"}]}],"member":"320","published-online":{"date-parts":[[2018,6,25]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/66.2.229"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/2035253.2035303"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/170035.170072"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-009-0159-9"},{"key":"e_1_3_2_1_5_1","first-page":"15","volume-title":"6th European Conference, PKDD 2002, Helsinki, Finland, August 19-23, 2002","author":"Angiulli F.","year":"2002"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29038-1_18"},{"key":"e_1_3_2_1_7_1","unstructured":"V. Barnett and T. Lewis. Outliers in Statistical Data. John Wiley&Sons 3rd edition 1994.  V. Barnett and T. Lewis. Outliers in Statistical Data. John Wiley&Sons 3rd edition 1994."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.88"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335388"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40745-017-0132-1"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2733381"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3227609.3227646"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93034-3_45"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-015-0444-8"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.235"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972832.21"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"S. Chawla and P. Sun. SLOM: A new measure for local spatial outliers. Knowledge and Information Systems (KAIS) 9(4):412--429 2006.  S. Chawla and P. Sun. SLOM: A new measure for local spatial outliers. Knowledge and Information Systems (KAIS) 9(4):412--429 2006.","DOI":"10.1007\/s10115-005-0200-2"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.104"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2007.4357769"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDSP.2015.7251924"},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the 30th International Conference on Data Engineering (ICDE)","author":"Dang X. H.","year":"2014"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-011-0430-4"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.10.016"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.04.008"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.08.043"},{"key":"e_1_3_2_1_27_1","first-page":"644","volume-title":"PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part II","author":"Djenouri Y.","year":"2017"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.01.031"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2017.3121546"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-018-0061-9"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2607202"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-016-0471-0"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"crossref","unstructured":"A. J. Fox. Outliers in time series. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 34(3):350--363 1972.  A. J. Fox. Outliers in time series. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 34(3):350--363 1972.","DOI":"10.1111\/j.2517-6161.1972.tb00912.x"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"crossref","unstructured":"C. Franke M. Karnstedt D. Klan M. Gertz K.-U. Sattler and E. Chervakova. In-network detection of anomaly regions in sensor networks with obstacles. Computer Science -- Research and Development 24(3):153--170 2009.  C. Franke M. Karnstedt D. Klan M. Gertz K.-U. Sattler and E. Chervakova. In-network detection of anomaly regions in sensor networks with obstacles. Computer Science -- Research and Development 24(3):153--170 2009.","DOI":"10.1007\/s00450-009-0063-y"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.43"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1968.6336"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700273"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1007\/978-1-84800-155-8_7","volume-title":"Recent advances in learning and control","author":"Grant M. C.","year":"2008"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.184"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335372"},{"key":"e_1_3_2_1_41_1","volume-title":"Proceedings of the 17th International Conference on Pattern Recognition (ICPR)","author":"Hautam\u00e4ki V.","year":"2004"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.5555\/3198036.3198087"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.5555\/645925.758373"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-009-0147-0"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/11731139_68"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2012.88"},{"key":"e_1_3_2_1_47_1","first-page":"51","article-title":"Robust regression methods for traffic growth forecasting","author":"Kingan R.","year":"1957","journal-title":"Transportation Research Record: Journal of the Transportation Research Board, ("},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-68474-1_12"},{"key":"e_1_3_2_1_49_1","first-page":"392","volume-title":"VLDB'98, Proceedings of 24rd International Conference on Very Large Data Bases","author":"Knorr E. M.","year":"1998"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(98)00030-7"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2015.07.006"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972764.71"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646195"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01307-2_86"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972818.2"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.21"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401946"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/1081870.1081891"},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2008.4497422"},{"key":"e_1_3_2_1_60_1","first-page":"1","volume-title":"Applied Intelligence","author":"Lin J. C.-W.","year":"2018"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/2133360.2133363"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020571"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/1869790.1869841"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.5555\/951949.952103"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.112"},{"key":"e_1_3_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2008.4498387"},{"key":"e_1_3_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/1871437.1871690"},{"key":"e_1_3_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2011.5767916"},{"key":"e_1_3_2_1_69_1","doi-asserted-by":"crossref","unstructured":"H. Y. Ngan N. H. Yung and A. G. Yeh. Outlier detection in traffic data based on the dirichlet process mixture model. IET intelligent transport systems 9(7):773--781 2015.  H. Y. Ngan N. H. Yung and A. G. Yeh. Outlier detection in traffic data based on the dirichlet process mixture model. IET intelligent transport systems 9(7):773--781 2015.","DOI":"10.1049\/iet-its.2014.0063"},{"key":"e_1_3_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12026-8_29"},{"key":"e_1_3_2_1_71_1","doi-asserted-by":"publisher","DOI":"10.5555\/1997305.1997322"},{"key":"e_1_3_2_1_72_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2017.09.005"},{"key":"e_1_3_2_1_73_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25856-5_18"},{"key":"e_1_3_2_1_74_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2003.1260802"},{"key":"e_1_3_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.17"},{"key":"e_1_3_2_1_76_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623682"},{"key":"e_1_3_2_1_77_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2007.368917"},{"key":"e_1_3_2_1_78_1","article-title":"Reverse nearest neighbors in unsupervised distance-based outlier detection","author":"Radovanovi\u0107 M.","year":"2014","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"e_1_3_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335437"},{"key":"e_1_3_2_1_80_1","doi-asserted-by":"publisher","DOI":"10.1002\/0471725382"},{"key":"e_1_3_2_1_81_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974348.4"},{"key":"e_1_3_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1145\/2618243.2618266"},{"key":"e_1_3_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2013.88"},{"key":"e_1_3_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972825.90"},{"key":"e_1_3_2_1_85_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-012-0300-z"},{"key":"e_1_3_2_1_86_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-18123-3_2"},{"key":"e_1_3_2_1_87_1","doi-asserted-by":"publisher","DOI":"10.1002\/widm.25"},{"key":"e_1_3_2_1_88_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023455925009"},{"key":"e_1_3_2_1_89_1","doi-asserted-by":"publisher","DOI":"10.5555\/1032649.1033456"},{"key":"e_1_3_2_1_90_1","doi-asserted-by":"publisher","DOI":"10.5555\/1128596.1128761"},{"key":"e_1_3_2_1_91_1","doi-asserted-by":"publisher","DOI":"10.5555\/646420.693665"},{"issue":"1","key":"e_1_3_2_1_92_1","first-page":"6","article-title":"Traffic outlier detection by density-based bounded local outlier factors","volume":"4","author":"Tang J.","year":"2016","journal-title":"Information Technology in Industry"},{"key":"e_1_3_2_1_93_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2017.09.007"},{"key":"e_1_3_2_1_94_1","doi-asserted-by":"publisher","DOI":"10.1002\/for.3980070102"},{"key":"e_1_3_2_1_95_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.06.003"},{"key":"e_1_3_2_1_96_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2000.881011"},{"key":"e_1_3_2_1_97_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2011.5767852"},{"key":"e_1_3_2_1_98_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557116"},{"key":"e_1_3_2_1_99_1","doi-asserted-by":"publisher","DOI":"10.1145\/347090.347160"},{"key":"e_1_3_2_1_100_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:DAMI.0000023676.72185.7c"},{"key":"e_1_3_2_1_101_1","doi-asserted-by":"publisher","DOI":"10.3390\/app8050769"},{"key":"e_1_3_2_1_102_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-018-0693-7"},{"key":"e_1_3_2_1_103_1","volume-title":"Proceedings of the 33rd International Conference on Data Engineering (ICDE)","author":"Zhang X.","year":"2017"},{"key":"e_1_3_2_1_104_1","article-title":"Fast automatic vehicle annotation for urban traffic surveillance","author":"Zhou Y.","year":"2017","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"e_1_3_2_1_105_1","doi-asserted-by":"publisher","DOI":"10.1145\/2594473.2594476"},{"key":"e_1_3_2_1_106_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487676"},{"key":"e_1_3_2_1_107_1","volume-title":"L. Liu and M. T. \u00d6zsu","author":"Zimek A.","year":"2017"},{"key":"e_1_3_2_1_108_1","doi-asserted-by":"publisher","DOI":"10.1002\/sam.11161"}],"event":{"name":"WIMS '18: 8th International Conference on Web Intelligence, Mining and Semantics","location":"Novi Sad Serbia","acronym":"WIMS '18"},"container-title":["Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3227609.3227692","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3227609.3227692","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:07:33Z","timestamp":1750212453000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3227609.3227692"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,25]]},"references-count":108,"alternative-id":["10.1145\/3227609.3227692","10.1145\/3227609"],"URL":"https:\/\/doi.org\/10.1145\/3227609.3227692","relation":{},"subject":[],"published":{"date-parts":[[2018,6,25]]},"assertion":[{"value":"2018-06-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}