{"id":"https://openalex.org/W1998451569","doi":"https://doi.org/10.1007/s10115-010-0343-7","title":"Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data","display_name":"Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data","publication_year":2010,"publication_date":"2010-12-07","ids":{"openalex":"https://openalex.org/W1998451569","doi":"https://doi.org/10.1007/s10115-010-0343-7","mag":"1998451569"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-010-0343-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-010-0343-7","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/facultybib2010/1503","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035774745","display_name":"Anna Koufakou","orcid":"https://orcid.org/0000-0002-0295-3759"},"institutions":[{"id":"https://openalex.org/I2801014300","display_name":"Florida Gulf Coast University","ror":"https://ror.org/05tc5bm31","country_code":"US","type":"education","lineage":["https://openalex.org/I2801014300"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anna Koufakou","raw_affiliation_strings":["U.A. Whitaker School of Engineering, Florida Gulf Coast University, Fort Myers, FL, 33965, USA","Florida Gulf Coast University, U.A. Whitaker School of Engineering, 33965, Fort Myers, FL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.A. Whitaker School of Engineering, Florida Gulf Coast University, Fort Myers, FL, 33965, USA","institution_ids":["https://openalex.org/I2801014300"]},{"raw_affiliation_string":"Florida Gulf Coast University, U.A. Whitaker School of Engineering, 33965, Fort Myers, FL, USA#TAB#","institution_ids":["https://openalex.org/I2801014300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088123853","display_name":"Jimmy Secretan","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jimmy Secretan","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","University of Central Florida, School of Electrical Engineering and Computer Science, Orlando, FL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"University of Central Florida, School of Electrical Engineering and Computer Science, Orlando, FL, USA#TAB#","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036799400","display_name":"Michael Georgiopoulos","orcid":"https://orcid.org/0009-0002-8840-0123"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Georgiopoulos","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","University of Central Florida, School of Electrical Engineering and Computer Science, Orlando, FL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"University of Central Florida, School of Electrical Engineering and Computer Science, Orlando, FL, USA#TAB#","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035774745"],"corresponding_institution_ids":["https://openalex.org/I2801014300"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.9091,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.93304409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"29","issue":"3","first_page":"697","last_page":"725"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.996399998664856,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.7985579967498779},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6980183124542236},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6329823136329651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5845046639442444},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5545644760131836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47416654229164124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42906418442726135},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34195107221603394},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1917637586593628}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7985579967498779},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6980183124542236},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6329823136329651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5845046639442444},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5545644760131836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47416654229164124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42906418442726135},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34195107221603394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1917637586593628}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10115-010-0343-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-010-0343-7","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:stars.library.ucf.edu:facultybib2010-2502","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2010/1503","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2010s","raw_type":"text"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2010-3320","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2010/2321","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2010-2014","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:facultybib2010-2502","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2010/1503","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2010s","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W52010771","https://openalex.org/W1506285740","https://openalex.org/W1585646276","https://openalex.org/W1887038067","https://openalex.org/W1944649467","https://openalex.org/W1966147156","https://openalex.org/W1970088130","https://openalex.org/W1970655212","https://openalex.org/W1991959600","https://openalex.org/W2049058890","https://openalex.org/W2061122559","https://openalex.org/W2061240327","https://openalex.org/W2064596869","https://openalex.org/W2074937039","https://openalex.org/W2079557269","https://openalex.org/W2084812512","https://openalex.org/W2099019567","https://openalex.org/W2104410989","https://openalex.org/W2105045879","https://openalex.org/W2117891917","https://openalex.org/W2124316743","https://openalex.org/W2124536999","https://openalex.org/W2140740533","https://openalex.org/W2142827986","https://openalex.org/W2144182447","https://openalex.org/W2148411585","https://openalex.org/W2151424115","https://openalex.org/W2161033190","https://openalex.org/W2171612826","https://openalex.org/W2396903734","https://openalex.org/W4254420769","https://openalex.org/W4255318870","https://openalex.org/W4285719527","https://openalex.org/W4362236847"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2122407924","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}