{"id":"https://openalex.org/W2604455845","doi":"https://doi.org/10.1007/978-3-319-54765-7_6","title":"Which Outlier Detection Algorithm Should I Use?","display_name":"Which Outlier Detection Algorithm Should I Use?","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2604455845","doi":"https://doi.org/10.1007/978-3-319-54765-7_6","mag":"2604455845"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-54765-7_6","doi":"https://doi.org/10.1007/978-3-319-54765-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-54765-7_6","pdf_url":null,"source":{"id":"https://openalex.org/S4306463937","display_name":"Springer eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Outlier Ensembles","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4235091326","display_name":"Outlier Ensembles"},"type":"book-chapter","is_traditional":true,"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/A5028089542","display_name":"Char\u0173 C. Aggarwal","orcid":"https://orcid.org/0000-0003-2579-7581","observed_orcids":["https://orcid.org/0000-0003-2579-7581"]},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Charu C. Aggarwal","raw_affiliation_strings":["IBM T. J. Watson Research Center, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076590286","display_name":"Saket K. Sathe","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saket Sathe","raw_affiliation_strings":["IBM T. J. Watson Research Center, Yorktown Heights, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028089542"],"corresponding_institution_ids":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"],"apc_list":null,"apc_paid":null,"fwci":0.3232,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.58369099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9833999872207642,"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":0.9833999872207642,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.003700000001117587,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.003599999938160181,"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-detection","display_name":"outlier detection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/ensemble-methods","display_name":"ensemble methods","score":0.9639999866485596},{"id":"https://openalex.org/keywords/subsampling","display_name":"subsampling","score":0.9860000014305115},{"id":"https://openalex.org/keywords/algorithm-selection","display_name":"algorithm selection","score":0.40299999713897705}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.7870535850524902},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.7604368329048157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.66628497838974},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.610813319683075},{"id":"https://openalex.org/C59656382","wikidata":"https://www.wikidata.org/wiki/Q191536","display_name":"Conjunction (astronomy)","level":2,"score":0.5580464005470276},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4839242100715637},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4771021008491516},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47343993186950684},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4550408720970154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4378448724746704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3474443554878235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1909104287624359},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0678841769695282},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0497073233127594},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-54765-7_6","doi":"https://doi.org/10.1007/978-3-319-54765-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-54765-7_6","pdf_url":null,"source":{"id":"https://openalex.org/S4306463937","display_name":"Springer eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Outlier Ensembles","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W126266486","https://openalex.org/W187043655","https://openalex.org/W201138236","https://openalex.org/W599384242","https://openalex.org/W1527858862","https://openalex.org/W1530232915","https://openalex.org/W1551587388","https://openalex.org/W1552339598","https://openalex.org/W1584412742","https://openalex.org/W1592237688","https://openalex.org/W1598260899","https://openalex.org/W1853854734","https://openalex.org/W1876967670","https://openalex.org/W1970088130","https://openalex.org/W1995443851","https://openalex.org/W2000661457","https://openalex.org/W2001245517","https://openalex.org/W2002075846","https://openalex.org/W2009481304","https://openalex.org/W2010921848","https://openalex.org/W2019014808","https://openalex.org/W2036983007","https://openalex.org/W2056081083","https://openalex.org/W2061122559","https://openalex.org/W2065811242","https://openalex.org/W2066219179","https://openalex.org/W2081517860","https://openalex.org/W2089923519","https://openalex.org/W2090768248","https://openalex.org/W2097017789","https://openalex.org/W2097714558","https://openalex.org/W2103914106","https://openalex.org/W2104170135","https://openalex.org/W2106525823","https://openalex.org/W2110784166","https://openalex.org/W2111160323","https://openalex.org/W2112545207","https://openalex.org/W2113242816","https://openalex.org/W2117839996","https://openalex.org/W2118882002","https://openalex.org/W2129281431","https://openalex.org/W2129905273","https://openalex.org/W2131904035","https://openalex.org/W2132870739","https://openalex.org/W2134070140","https://openalex.org/W2142047467","https://openalex.org/W2143077131","https://openalex.org/W2148583977","https://openalex.org/W2282861635","https://openalex.org/W2296719434","https://openalex.org/W2337344967","https://openalex.org/W2367130504","https://openalex.org/W2472119793","https://openalex.org/W2515550864","https://openalex.org/W2516208336","https://openalex.org/W2547788783","https://openalex.org/W2584316068","https://openalex.org/W2621614835","https://openalex.org/W2911964244","https://openalex.org/W2914923876","https://openalex.org/W2966207845","https://openalex.org/W2977616276","https://openalex.org/W4230765542","https://openalex.org/W4233014035","https://openalex.org/W4243228919","https://openalex.org/W4253461361","https://openalex.org/W4254182148","https://openalex.org/W4254311734","https://openalex.org/W4256141317","https://openalex.org/W6680015638"],"related_works":["https://openalex.org/W4235441627","https://openalex.org/W3047695296","https://openalex.org/W3014932122","https://openalex.org/W3160401000","https://openalex.org/W2604967823","https://openalex.org/W1853854734","https://openalex.org/W6884954913","https://openalex.org/W4285817664","https://openalex.org/W2564975654","https://openalex.org/W2809161969"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-04-14T00:00:00"}
