{"id":"https://openalex.org/W2089554624","doi":"https://doi.org/10.1007/s10618-014-0365-y","title":"Graph based anomaly detection and description: a survey","display_name":"Graph based anomaly detection and description: a survey","publication_year":2014,"publication_date":"2014-07-04","ids":{"openalex":"https://openalex.org/W2089554624","doi":"https://doi.org/10.1007/s10618-014-0365-y","mag":"2089554624"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-014-0365-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-014-0365-y","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-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/A5001634795","display_name":"Leman Akoglu","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Leman Akoglu","raw_affiliation_strings":["Department of Computer Science, Stony Brook University, Stony Brook, NY\u00a0, 11794, USA","Department of Computer Science, Stony Brook University, Stony Brook, USA 11794#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, Stony Brook, NY\u00a0, 11794, USA","institution_ids":["https://openalex.org/I59553526"]},{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, Stony Brook, USA 11794#TAB#","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068043486","display_name":"Hanghang Tong","orcid":"https://orcid.org/0000-0003-4405-3887"},"institutions":[{"id":"https://openalex.org/I4210093530","display_name":"City College","ror":"https://ror.org/00h90tg62","country_code":"US","type":"education","lineage":["https://openalex.org/I4210093530"]},{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]},{"id":"https://openalex.org/I125687163","display_name":"City College of New York","ror":"https://ror.org/00wmhkr98","country_code":"US","type":"education","lineage":["https://openalex.org/I125687163"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanghang Tong","raw_affiliation_strings":["Department of Computer Science, City College, City University of New York, New York, NY\u00a0, 10031, USA","Department of Computer Science, City College, City University of New York, New York, USA 10031#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City College, City University of New York, New York, NY\u00a0, 10031, USA","institution_ids":["https://openalex.org/I174216632","https://openalex.org/I4210093530","https://openalex.org/I125687163"]},{"raw_affiliation_string":"Department of Computer Science, City College, City University of New York, New York, USA 10031#TAB#","institution_ids":["https://openalex.org/I174216632","https://openalex.org/I4210093530","https://openalex.org/I125687163"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015996266","display_name":"Danai Koutra","orcid":"https://orcid.org/0000-0002-3206-8179"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danai Koutra","raw_affiliation_strings":["Computer Science Department, Carnegie Mellon University, Pittsburgh, PA\u00a0, 15217, USA","Computer Science Department, Carnegie Mellon University, Pittsburgh, USA 15217#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Carnegie Mellon University, Pittsburgh, PA\u00a0, 15217, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Computer Science Department, Carnegie Mellon University, Pittsburgh, USA 15217#TAB#","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001634795"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":87.9694,"has_fulltext":false,"cited_by_count":1456,"citation_normalized_percentile":{"value":0.9996093,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"29","issue":"3","first_page":"626","last_page":"688"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7676683664321899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7450206279754639},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5426197648048401},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5283188223838806},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.49610647559165955},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4861166477203369},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.47987404465675354},{"id":"https://openalex.org/keywords/spotting","display_name":"Spotting","score":0.45952755212783813},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.45587342977523804},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4462873339653015},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37945878505706787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2858354449272156},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10147619247436523}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7676683664321899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7450206279754639},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5426197648048401},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5283188223838806},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.49610647559165955},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4861166477203369},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.47987404465675354},{"id":"https://openalex.org/C2779506182","wikidata":"https://www.wikidata.org/wiki/Q7580141","display_name":"Spotting","level":2,"score":0.45952755212783813},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.45587342977523804},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4462873339653015},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37945878505706787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2858354449272156},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10147619247436523},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-014-0365-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-014-0365-y","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":285,"referenced_works":["https://openalex.org/W9607434","https://openalex.org/W15413744","https://openalex.org/W20948002","https://openalex.org/W80147934","https://openalex.org/W111803032","https://openalex.org/W119375112","https://openalex.org/W132921321","https://openalex.org/W189202421","https://openalex.org/W195533127","https://openalex.org/W202878612","https://openalex.org/W227419255","https://openalex.org/W371407676","https://openalex.org/W629957053","https://openalex.org/W634022085","https://openalex.org/W770061668","https://openalex.org/W1485321296","https://openalex.org/W1491237615","https://openalex.org/W1492581097","https://openalex.org/W1497163089","https://openalex.org/W1500690868","https://openalex.org/W1504886279","https://openalex.org/W1507385449","https://openalex.org/W1518518824","https://openalex.org/W1537984764","https://openalex.org/W1538524459","https://openalex.org/W1541490439","https://openalex.org/W1550427994","https://openalex.org/W1552339598","https://openalex.org/W1560776233","https://openalex.org/W1565891772","https://openalex.org/W1572352401","https://openalex.org/W1585743408","https://openalex.org/W1585854823","https://openalex.org/W1587744656","https://openalex.org/W1597286033","https://openalex.org/W1602011302","https://openalex.org/W1616338336","https://openalex.org/W1636210188","https://openalex.org/W1672197616","https://openalex.org/W1758614507","https://openalex.org/W1830799964","https://openalex.org/W1835509607","https://openalex.org/W1845137714","https://openalex.org/W1896833666","https://openalex.org/W1904715515","https://openalex.org/W1906783320","https://openalex.org/W1908728294","https://openalex.org/W1922425649","https://openalex.org/W1933130724","https://openalex.org/W1948092788","https://openalex.org/W1964062850","https://openalex.org/W1964274671","https://openalex.org/W1966147156","https://openalex.org/W1967495422","https://openalex.org/W1967789071","https://openalex.org/W1970741763","https://openalex.org/W1970826561","https://openalex.org/W1971937094","https://openalex.org/W1972626687","https://openalex.org/W1974189071","https://openalex.org/W1974682889","https://openalex.org/W1976176703","https://openalex.org/W1980452149","https://openalex.org/W1981276685","https://openalex.org/W1981745143","https://openalex.org/W1982469530","https://openalex.org/W1983285030","https://openalex.org/W1983681808","https://openalex.org/W1989037929","https://openalex.org/W1989612325","https://openalex.org/W1990280147","https://openalex.org/W1991357106","https://openalex.org/W1991962718","https://openalex.org/W1996077475","https://openalex.org/W1996802155","https://openalex.org/W1997219719","https://openalex.org/W1997780247","https://openalex.org/W1999935624","https://openalex.org/W2000661457","https://openalex.org/W2000832852","https://openalex.org/W2001325956","https://openalex.org/W2001377641","https://openalex.org/W2002075846","https://openalex.org/W2002151188","https://openalex.org/W2003690406","https://openalex.org/W2004843357","https://openalex.org/W2008620264","https://openalex.org/W2015887370","https://openalex.org/W2017822917","https://openalex.org/W2019014808","https://openalex.org/W2019599312","https://openalex.org/W2026417691","https://openalex.org/W2026493302","https://openalex.org/W2026565928","https://openalex.org/W2026966005","https://openalex.org/W2027264060","https://openalex.org/W2028137574","https://openalex.org/W2030937532","https://openalex.org/W2032280284","https://openalex.org/W2033906329","https://openalex.org/W2033918735","https://openalex.org/W2034572462","https://openalex.org/W2035006576","https://openalex.org/W2035772708","https://openalex.org/W2035973357","https://openalex.org/W2037360998","https://openalex.org/W2038819732","https://openalex.org/W2040661907","https://openalex.org/W2045765911","https://openalex.org/W2046282014","https://openalex.org/W2047205327","https://openalex.org/W2047756776","https://openalex.org/W2049058890","https://openalex.org/W2056081083","https://openalex.org/W2057212005","https://openalex.org/W2057685268","https://openalex.org/W2060536267","https://openalex.org/W2061122559","https://openalex.org/W2064741734","https://openalex.org/W2066055909","https://openalex.org/W2066219179","https://openalex.org/W2070113647","https://openalex.org/W2075949491","https://openalex.org/W2076019109","https://openalex.org/W2077233202","https://openalex.org/W2082119873","https://openalex.org/W2085394315","https://openalex.org/W2086254934","https://openalex.org/W2089124807","https://openalex.org/W2094517928","https://openalex.org/W2094990982","https://openalex.org/W2095293504","https://openalex.org/W2095377587","https://openalex.org/W2095525828","https://openalex.org/W2096552750","https://openalex.org/W2097391913","https://openalex.org/W2097452216","https://openalex.org/W2099352187","https://openalex.org/W2101549186","https://openalex.org/W2102475112","https://openalex.org/W2107373450","https://openalex.org/W2107952582","https://openalex.org/W2108898793","https://openalex.org/W2110652011","https://openalex.org/W2110784166","https://openalex.org/W2111002549","https://openalex.org/W2111350126","https://openalex.org/W2111492941","https://openalex.org/W2111708605","https://openalex.org/W2112090702","https://openalex.org/W2112213600","https://openalex.org/W2112429379","https://openalex.org/W2112765151","https://openalex.org/W2117831564","https://openalex.org/W2118905014","https://openalex.org/W2119895316","https://openalex.org/W2119945102","https://openalex.org/W2120511992","https://openalex.org/W2120797124","https://openalex.org/W2121250409","https://openalex.org/W2121947440","https://openalex.org/W2122278421","https://openalex.org/W2122505515","https://openalex.org/W2122646361","https://openalex.org/W2123827533","https://openalex.org/W2124168655","https://openalex.org/W2124200646","https://openalex.org/W2124637344","https://openalex.org/W2125050594","https://openalex.org/W2125805644","https://openalex.org/W2126185296","https://openalex.org/W2126359798","https://openalex.org/W2127164716","https://openalex.org/W2128038346","https://openalex.org/W2130104690","https://openalex.org/W2130196635","https://openalex.org/W2132417028","https://openalex.org/W2134008243","https://openalex.org/W2134714321","https://openalex.org/W2135029798","https://openalex.org/W2136593687","https://openalex.org/W2136710010","https://openalex.org/W2136997350","https://openalex.org/W2137181315","https://openalex.org/W2138621811","https://openalex.org/W2139104465","https://openalex.org/W2140030920","https://openalex.org/W2140273660","https://openalex.org/W2143185028","https://openalex.org/W2144182447","https://openalex.org/W2145588106","https://openalex.org/W2146729596","https://openalex.org/W2146935111","https://openalex.org/W2147152072","https://openalex.org/W2147620601","https://openalex.org/W2147845504","https://openalex.org/W2147975091","https://openalex.org/W2148123869","https://openalex.org/W2148672326","https://openalex.org/W2149169025","https://openalex.org/W2150281577","https://openalex.org/W2151936673","https://openalex.org/W2152407760","https://openalex.org/W2153387921","https://openalex.org/W2153795342","https://openalex.org/W2153959628","https://openalex.org/W2154003061","https://openalex.org/W2155031855","https://openalex.org/W2155640700","https://openalex.org/W2156491077","https://openalex.org/W2156543375","https://openalex.org/W2157202423","https://openalex.org/W2159526734","https://openalex.org/W2159633885","https://openalex.org/W2160289821","https://openalex.org/W2160587156","https://openalex.org/W2160868604","https://openalex.org/W2161283199","https://openalex.org/W2162551958","https://openalex.org/W2162774438","https://openalex.org/W2163557584","https://openalex.org/W2164313104","https://openalex.org/W2165874743","https://openalex.org/W2166037832","https://openalex.org/W2166377520","https://openalex.org/W2168202339","https://openalex.org/W2170140722","https://openalex.org/W2170902455","https://openalex.org/W2171286664","https://openalex.org/W2183899930","https://openalex.org/W2202307757","https://openalex.org/W2282288858","https://openalex.org/W2293546752","https://openalex.org/W2294798173","https://openalex.org/W2295170818","https://openalex.org/W2295268030","https://openalex.org/W2313953460","https://openalex.org/W2338990760","https://openalex.org/W2340831873","https://openalex.org/W2394993243","https://openalex.org/W2396014138","https://openalex.org/W2396031973","https://openalex.org/W2402531259","https://openalex.org/W2406996709","https://openalex.org/W2407789839","https://openalex.org/W2407879741","https://openalex.org/W2420733993","https://openalex.org/W2432978112","https://openalex.org/W2434205482","https://openalex.org/W2483708723","https://openalex.org/W2515136454","https://openalex.org/W2540202025","https://openalex.org/W2568082647","https://openalex.org/W2585459224","https://openalex.org/W2741851311","https://openalex.org/W2751862591","https://openalex.org/W2752099845","https://openalex.org/W2798058877","https://openalex.org/W2798909945","https://openalex.org/W2911738047","https://openalex.org/W2950110558","https://openalex.org/W2962735828","https://openalex.org/W2963101602","https://openalex.org/W3013264884","https://openalex.org/W3013267890","https://openalex.org/W3083538725","https://openalex.org/W3105714181","https://openalex.org/W3143596294","https://openalex.org/W3150031559","https://openalex.org/W4211139099","https://openalex.org/W4214926737","https://openalex.org/W4230813007","https://openalex.org/W4232535001","https://openalex.org/W4234473173","https://openalex.org/W4235836742","https://openalex.org/W4243576981","https://openalex.org/W4245050711","https://openalex.org/W4253083841","https://openalex.org/W4254182148","https://openalex.org/W4254962106","https://openalex.org/W4255387915","https://openalex.org/W4255690077","https://openalex.org/W4256362226","https://openalex.org/W4301441647","https://openalex.org/W4302168679"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W4381094582","https://openalex.org/W1978893398","https://openalex.org/W1977906818","https://openalex.org/W2369625323","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":50},{"year":2025,"cited_by_count":160},{"year":2024,"cited_by_count":140},{"year":2023,"cited_by_count":153},{"year":2022,"cited_by_count":157},{"year":2021,"cited_by_count":161},{"year":2020,"cited_by_count":164},{"year":2019,"cited_by_count":129},{"year":2018,"cited_by_count":134},{"year":2017,"cited_by_count":111},{"year":2016,"cited_by_count":73},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}