{"id":"https://openalex.org/W1982634297","doi":"https://doi.org/10.1007/s10115-007-0072-8","title":"The importance of generalizability for anomaly detection","display_name":"The importance of generalizability for anomaly detection","publication_year":2007,"publication_date":"2007-03-23","ids":{"openalex":"https://openalex.org/W1982634297","doi":"https://doi.org/10.1007/s10115-007-0072-8","mag":"1982634297"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-007-0072-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-007-0072-8","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/A5085916845","display_name":"Gilbert L. Peterson","orcid":"https://orcid.org/0000-0002-6241-3084"},"institutions":[{"id":"https://openalex.org/I2799950915","display_name":"Wright-Patterson Air Force Base","ror":"https://ror.org/0097e1k27","country_code":"US","type":"other","lineage":["https://openalex.org/I1330347796","https://openalex.org/I2799950915","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]},{"id":"https://openalex.org/I55061410","display_name":"U.S. Air Force Institute of Technology","ror":"https://ror.org/03f9f1d95","country_code":"US","type":"education","lineage":["https://openalex.org/I1294991024","https://openalex.org/I1330347796","https://openalex.org/I1330347796","https://openalex.org/I2802362820","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I4210102105","https://openalex.org/I55061410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gilbert L. Peterson","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Air Force Institute of Technology, Wright-Patterson Air Force Base, 2950 Hobson Way, OH, 45433, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Air Force Institute of Technology, Wright-Patterson Air Force Base, 2950 Hobson Way, OH, 45433, USA","institution_ids":["https://openalex.org/I2799950915","https://openalex.org/I55061410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087603312","display_name":"Brent T. McBride","orcid":null},"institutions":[{"id":"https://openalex.org/I2799950915","display_name":"Wright-Patterson Air Force Base","ror":"https://ror.org/0097e1k27","country_code":"US","type":"other","lineage":["https://openalex.org/I1330347796","https://openalex.org/I2799950915","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]},{"id":"https://openalex.org/I55061410","display_name":"U.S. Air Force Institute of Technology","ror":"https://ror.org/03f9f1d95","country_code":"US","type":"education","lineage":["https://openalex.org/I1294991024","https://openalex.org/I1330347796","https://openalex.org/I1330347796","https://openalex.org/I2802362820","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I4210102105","https://openalex.org/I55061410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brent T. McBride","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Air Force Institute of Technology, Wright-Patterson Air Force Base, 2950 Hobson Way, OH, 45433, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Air Force Institute of Technology, Wright-Patterson Air Force Base, 2950 Hobson Way, OH, 45433, USA","institution_ids":["https://openalex.org/I2799950915","https://openalex.org/I55061410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085916845"],"corresponding_institution_ids":["https://openalex.org/I2799950915","https://openalex.org/I55061410"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.9256,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74035018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"3","first_page":"377","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991999864578247,"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/T10167","display_name":"Influenza Virus Research Studies","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.624590277671814},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6001810431480408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5312181711196899},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.49316662549972534},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4448763430118561},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44403499364852905},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.43918824195861816},{"id":"https://openalex.org/keywords/convex-hull","display_name":"Convex hull","score":0.4179079532623291},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35981130599975586},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.32439714670181274}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.624590277671814},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6001810431480408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5312181711196899},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.49316662549972534},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4448763430118561},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44403499364852905},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.43918824195861816},{"id":"https://openalex.org/C206194317","wikidata":"https://www.wikidata.org/wiki/Q1138624","display_name":"Convex hull","level":3,"score":0.4179079532623291},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35981130599975586},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.32439714670181274},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-007-0072-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-007-0072-8","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W42722137","https://openalex.org/W1506923580","https://openalex.org/W1542522493","https://openalex.org/W1543388142","https://openalex.org/W1566480186","https://openalex.org/W1585610988","https://openalex.org/W1588050163","https://openalex.org/W1589184028","https://openalex.org/W1591480890","https://openalex.org/W1724358049","https://openalex.org/W1906424212","https://openalex.org/W1967923988","https://openalex.org/W1973631422","https://openalex.org/W1993943803","https://openalex.org/W2009207944","https://openalex.org/W2022775778","https://openalex.org/W2080348090","https://openalex.org/W2084812512","https://openalex.org/W2085820558","https://openalex.org/W2105317222","https://openalex.org/W2111947034","https://openalex.org/W2112764118","https://openalex.org/W2113267006","https://openalex.org/W2113970724","https://openalex.org/W2117500881","https://openalex.org/W2127218421","https://openalex.org/W2128636758","https://openalex.org/W2142552707","https://openalex.org/W2146082061","https://openalex.org/W2150753219","https://openalex.org/W2150847526","https://openalex.org/W2153504150","https://openalex.org/W2159171866","https://openalex.org/W2161022751","https://openalex.org/W2161638658","https://openalex.org/W2165758113","https://openalex.org/W2167371646","https://openalex.org/W2180885055","https://openalex.org/W2373189977","https://openalex.org/W2562174262","https://openalex.org/W2799061466","https://openalex.org/W4205687621","https://openalex.org/W4238558850","https://openalex.org/W4298410530","https://openalex.org/W6603416236"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2351252967","https://openalex.org/W4306674287","https://openalex.org/W2388271354","https://openalex.org/W4224009465","https://openalex.org/W2371474181","https://openalex.org/W2087922528","https://openalex.org/W2076520961","https://openalex.org/W3120593623","https://openalex.org/W2907791914"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}