{"id":"https://openalex.org/W3174517130","doi":"https://doi.org/10.1007/s10115-021-01585-1","title":"Improved incremental local outlier detection for data streams based on the landmark window model","display_name":"Improved incremental local outlier detection for data streams based on the landmark window model","publication_year":2021,"publication_date":"2021-06-21","ids":{"openalex":"https://openalex.org/W3174517130","doi":"https://doi.org/10.1007/s10115-021-01585-1","mag":"3174517130"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-021-01585-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-021-01585-1","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100605432","display_name":"Aihua Li","orcid":"https://orcid.org/0000-0003-4425-1955"},"institutions":[{"id":"https://openalex.org/I137867983","display_name":"Central University of Finance and Economics","ror":"https://ror.org/008e3hf02","country_code":"CN","type":"education","lineage":["https://openalex.org/I137867983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aihua Li","raw_affiliation_strings":["School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People\u2019s Republic of China","School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People\u2019s Republic of China","institution_ids":["https://openalex.org/I137867983"]},{"raw_affiliation_string":"School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People's Republic of China","institution_ids":["https://openalex.org/I137867983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101883722","display_name":"Weijia Xu","orcid":"https://orcid.org/0000-0002-5134-6381"},"institutions":[{"id":"https://openalex.org/I137867983","display_name":"Central University of Finance and Economics","ror":"https://ror.org/008e3hf02","country_code":"CN","type":"education","lineage":["https://openalex.org/I137867983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijia Xu","raw_affiliation_strings":["School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People\u2019s Republic of China","School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People\u2019s Republic of China","institution_ids":["https://openalex.org/I137867983"]},{"raw_affiliation_string":"School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People's Republic of China","institution_ids":["https://openalex.org/I137867983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676625","display_name":"Zhidong Liu","orcid":"https://orcid.org/0000-0002-1584-3743"},"institutions":[{"id":"https://openalex.org/I137867983","display_name":"Central University of Finance and Economics","ror":"https://ror.org/008e3hf02","country_code":"CN","type":"education","lineage":["https://openalex.org/I137867983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhidong Liu","raw_affiliation_strings":["School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People\u2019s Republic of China","School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People\u2019s Republic of China","institution_ids":["https://openalex.org/I137867983"]},{"raw_affiliation_string":"School of Management Science and Engineering, Central University of Finance and Economics, Changping District, Beijing, 102206, People's Republic of China","institution_ids":["https://openalex.org/I137867983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113542097","display_name":"Yong Shi","orcid":"https://orcid.org/0000-0001-7974-1079"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]},{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yong Shi","raw_affiliation_strings":["College of Information Science and Technology, University of Nebraska At Omaha, Omaha, NE, 68182, USA","Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Haidian District, Beijing, 100190, People\u2019s Republic of China","Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Haidian District, Beijing, 100190, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, University of Nebraska At Omaha, Omaha, NE, 68182, USA","institution_ids":["https://openalex.org/I122266389"]},{"raw_affiliation_string":"Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Haidian District, Beijing, 100190, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Haidian District, Beijing, 100190, People's Republic of China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100605432"],"corresponding_institution_ids":["https://openalex.org/I137867983"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.9786,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80421256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"63","issue":"8","first_page":"2129","last_page":"2155"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9958000183105469,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7808089256286621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7312792539596558},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.7167172431945801},{"id":"https://openalex.org/keywords/landmark","display_name":"Landmark","score":0.7134431004524231},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6460385322570801},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.6106366515159607},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5974913835525513},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.5870112180709839},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5124285817146301},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.45926371216773987},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.4557494819164276},{"id":"https://openalex.org/keywords/local-outlier-factor","display_name":"Local outlier factor","score":0.44839680194854736},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.4419425427913666},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43955421447753906},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.4149095118045807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3933276832103729},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3655374050140381},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06605076789855957}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7808089256286621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7312792539596558},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.7167172431945801},{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.7134431004524231},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6460385322570801},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.6106366515159607},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5974913835525513},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.5870112180709839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5124285817146301},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.45926371216773987},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.4557494819164276},{"id":"https://openalex.org/C169029474","wikidata":"https://www.wikidata.org/wiki/Q387942","display_name":"Local outlier factor","level":3,"score":0.44839680194854736},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.4419425427913666},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43955421447753906},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.4149095118045807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3933276832103729},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3655374050140381},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06605076789855957},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-021-01585-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-021-01585-1","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4551039254","display_name":null,"funder_award_id":"71932008;71401188","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W91065195","https://openalex.org/W1552339598","https://openalex.org/W1554085250","https://openalex.org/W1579435408","https://openalex.org/W1584412742","https://openalex.org/W1835248276","https://openalex.org/W1876967670","https://openalex.org/W1941748144","https://openalex.org/W1977869556","https://openalex.org/W1981580775","https://openalex.org/W1988177629","https://openalex.org/W2000219982","https://openalex.org/W2009745949","https://openalex.org/W2019014808","https://openalex.org/W2023075593","https://openalex.org/W2026493302","https://openalex.org/W2033298496","https://openalex.org/W2033309596","https://openalex.org/W2041184937","https://openalex.org/W2045064676","https://openalex.org/W2056081083","https://openalex.org/W2061122559","https://openalex.org/W2070983531","https://openalex.org/W2075949491","https://openalex.org/W2080042412","https://openalex.org/W2096942889","https://openalex.org/W2117839996","https://openalex.org/W2122646361","https://openalex.org/W2138375496","https://openalex.org/W2144182447","https://openalex.org/W2144200194","https://openalex.org/W2148143831","https://openalex.org/W2152576712","https://openalex.org/W2295240344","https://openalex.org/W2338990760","https://openalex.org/W2358034510","https://openalex.org/W2397728183","https://openalex.org/W2479027570","https://openalex.org/W2486737114","https://openalex.org/W2500517591","https://openalex.org/W2606920467","https://openalex.org/W2791638876","https://openalex.org/W2959219639","https://openalex.org/W2964689973","https://openalex.org/W2979382384","https://openalex.org/W2993759142","https://openalex.org/W4239954780","https://openalex.org/W4254182148","https://openalex.org/W4254420769"],"related_works":["https://openalex.org/W127192698","https://openalex.org/W2360131081","https://openalex.org/W1572762191","https://openalex.org/W3207785250","https://openalex.org/W2985941356","https://openalex.org/W2991818765","https://openalex.org/W2106570241","https://openalex.org/W4360995307","https://openalex.org/W2388307643","https://openalex.org/W1490363299"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}