{"id":"https://openalex.org/W1977450015","doi":"https://doi.org/10.1109/icde.2013.6544945","title":"SODIT: An innovative system for outlier detection using multiple localized thresholding and interactive feedback","display_name":"SODIT: An innovative system for outlier detection using multiple localized thresholding and interactive feedback","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W1977450015","doi":"https://doi.org/10.1109/icde.2013.6544945","mag":"1977450015"},"language":"en","primary_location":{"id":"doi:10.1109/icde.2013.6544945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2013.6544945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100329252","display_name":"Ji Zhang","orcid":"https://orcid.org/0000-0001-9544-9801"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ji Zhang","raw_affiliation_strings":["Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065941595","display_name":"Xiaohui Tao","orcid":"https://orcid.org/0000-0002-0020-077X"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaohui Tao","raw_affiliation_strings":["Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100958633","display_name":"Lili Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lili Sun","raw_affiliation_strings":["Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computing & Center for Systems Biology, University of Southern Queensland, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Dept. of Math. & Comput., Univ. of Southern Queensland, Toowoomba, Qld., Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100329252"],"corresponding_institution_ids":["https://openalex.org/I185523456"],"apc_list":null,"apc_paid":null,"fwci":0.4981,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75201819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1364","last_page":"1367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9610000252723694,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.8809328079223633},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.8784040212631226},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8656635284423828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7178196310997009},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.555672824382782},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5251493453979492},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4541151523590088},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32636579871177673},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13542068004608154},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12732991576194763}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.8809328079223633},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.8784040212631226},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8656635284423828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7178196310997009},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.555672824382782},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5251493453979492},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4541151523590088},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32636579871177673},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13542068004608154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12732991576194763},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icde.2013.6544945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2013.6544945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.vu.edu.au:35424","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/35424/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W125439535","https://openalex.org/W1552339598","https://openalex.org/W1574832543","https://openalex.org/W1584412742","https://openalex.org/W1592237688","https://openalex.org/W1598688251","https://openalex.org/W1606663572","https://openalex.org/W1660133578","https://openalex.org/W1835592088","https://openalex.org/W1961047976","https://openalex.org/W1964795489","https://openalex.org/W1970655212","https://openalex.org/W2049058890","https://openalex.org/W2067377593","https://openalex.org/W2074937039","https://openalex.org/W2087414729","https://openalex.org/W2129281431","https://openalex.org/W2133524609","https://openalex.org/W2331052961","https://openalex.org/W4243367259","https://openalex.org/W4253461361","https://openalex.org/W6634956364","https://openalex.org/W6636269666","https://openalex.org/W7028939390"],"related_works":["https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2116854923","https://openalex.org/W2750730210","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729"],"abstract_inverted_index":{"Outlier":[0],"detection":[1,32,41,69,86,131],"is":[2,126],"an":[3,83],"important":[4],"long-standing":[5],"research":[6],"problem":[7],"in":[8,15,21,74],"data":[9,58,107],"mining":[10],"and":[11,25,63,136,141],"has":[12],"enjoyed":[13],"applications":[14,20],"a":[16],"wide":[17],"range":[18],"of":[19,99,121],"business,":[22],"engineering,":[23],"biology":[24],"security,":[26],"etc.":[27],"However,":[28],"the":[29,48,61,66,96,100,105,119],"traditional":[30,67],"outlier":[31,68,85,130],"methods":[33,70],"inevitably":[34],"need":[35],"to":[36,46,94,116,128,134],"use":[37],"different":[38],"parameters":[39],"for":[40,53],"such":[42],"as":[43],"those":[44],"used":[45],"specify":[47],"distance":[49],"or":[50],"density":[51],"cutoff":[52],"distinguish":[54],"outliers":[55],"from":[56],"normal":[57],"points.":[59],"Using":[60],"trial":[62],"error":[64],"approach,":[65],"are":[71,114],"rather":[72],"tedious":[73],"parameter":[75,123],"tuning.":[76],"In":[77,109],"this":[78],"demo":[79],"proposal,":[80],"we":[81],"introduce":[82],"innovative":[84],"system,":[87],"called":[88],"SODIT,":[89],"that":[90,102],"uses":[91],"localized":[92],"thresholding":[93],"assist":[95],"value":[97],"specification":[98],"thresholds":[101],"reflect":[103],"closely":[104],"local":[106],"distribution.":[108],"addition,":[110],"easy-to-use":[111],"user":[112],"feedback":[113],"employed":[115],"further":[117],"facilitate":[118],"determination":[120],"optimal":[122],"values.":[124],"SODIT":[125],"able":[127],"make":[129],"much":[132],"easier":[133],"operate":[135],"produce":[137],"more":[138],"accurate,":[139],"intuitive":[140],"informative":[142],"results":[143],"than":[144],"before.":[145]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}