{"id":"https://openalex.org/W4388818801","doi":"https://doi.org/10.1007/s10994-023-06415-9","title":"Composite score for anomaly detection in imbalanced real-world industrial dataset","display_name":"Composite score for anomaly detection in imbalanced real-world industrial dataset","publication_year":2023,"publication_date":"2023-11-20","ids":{"openalex":"https://openalex.org/W4388818801","doi":"https://doi.org/10.1007/s10994-023-06415-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-023-06415-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06415-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06415-9.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06415-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036426883","display_name":"Arnaud Bougaham","orcid":"https://orcid.org/0000-0003-0467-6991"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Arnaud Bougaham","raw_affiliation_strings":["Faculty of Computer Science, NaDI Institute, University of Namur, Rue Grandgagnage 21, 5000, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, NaDI Institute, University of Namur, Rue Grandgagnage 21, 5000, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071678759","display_name":"Mohammed El Adoui","orcid":"https://orcid.org/0000-0003-1891-2318"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Mohammed El Adoui","raw_affiliation_strings":["Faculty of Computer Science, NaDI Institute, University of Namur, Rue Grandgagnage 21, 5000, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, NaDI Institute, University of Namur, Rue Grandgagnage 21, 5000, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048831718","display_name":"Isabelle Linden","orcid":"https://orcid.org/0000-0001-8034-1857"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Isabelle Linden","raw_affiliation_strings":["Department of Management Sciences, NaDI Institute, University of Namur, Rempart de la Vierge 8, 5000, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Management Sciences, NaDI Institute, University of Namur, Rempart de la Vierge 8, 5000, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009919848","display_name":"Beno\u00eet Fr\u00e9nay\u202c","orcid":"https://orcid.org/0000-0002-7859-2750"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Beno\u00eet Fr\u00e9nay","raw_affiliation_strings":["Faculty of Computer Science, NaDI Institute, University of Namur, Rue Grandgagnage 21, 5000, Namur, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, NaDI Institute, University of Namur, Rue Grandgagnage 21, 5000, Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036426883"],"corresponding_institution_ids":["https://openalex.org/I149768937"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5898,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86934621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"113","issue":"7","first_page":"4381","last_page":"4406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.6727609634399414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6497179269790649},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5835681557655334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5476755499839783},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5404125452041626},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5000081062316895},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47791963815689087},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.467707097530365},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44297391176223755},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26845234632492065}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6727609634399414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6497179269790649},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5835681557655334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5476755499839783},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5404125452041626},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5000081062316895},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47791963815689087},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.467707097530365},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44297391176223755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26845234632492065},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-023-06415-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06415-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06415-9.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:pure.unamur.be:openaire/43842e4b-df32-4ee3-b7d1-7ce906a0fc1c","is_oa":true,"landing_page_url":"https://researchportal.unamur.be/en/publications/43842e4b-df32-4ee3-b7d1-7ce906a0fc1c","pdf_url":null,"source":{"id":"https://openalex.org/S4406922457","display_name":"Repository of the University of Namur","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bougaham, A, El Adoui, M, Linden, I & Fr\u00e9nay, B 2023, 'Composite score for anomaly detection in imbalanced real-world industrial dataset', Machine Learning, vol. 113, no. 7, pp. 4381-4406. https://doi.org/10.1007/s10994-023-06415-9","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s10994-023-06415-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06415-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06415-9.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388818801.pdf","grobid_xml":"https://content.openalex.org/works/W4388818801.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W207148169","https://openalex.org/W1984323748","https://openalex.org/W1985468640","https://openalex.org/W2033710484","https://openalex.org/W2124267685","https://openalex.org/W2148143831","https://openalex.org/W2340896621","https://openalex.org/W2533835508","https://openalex.org/W2549337046","https://openalex.org/W2599354622","https://openalex.org/W2752796333","https://openalex.org/W2782812883","https://openalex.org/W2806118840","https://openalex.org/W2914570111","https://openalex.org/W2948982773","https://openalex.org/W2963045681","https://openalex.org/W2963073614","https://openalex.org/W2963981733","https://openalex.org/W2964032056","https://openalex.org/W2978971541","https://openalex.org/W3047704379","https://openalex.org/W3088073444","https://openalex.org/W3092466439","https://openalex.org/W3164104137","https://openalex.org/W3166444595","https://openalex.org/W3169651898","https://openalex.org/W3180355996","https://openalex.org/W3205224229","https://openalex.org/W3210361533","https://openalex.org/W3215732401","https://openalex.org/W4205388843","https://openalex.org/W4250878893","https://openalex.org/W4281695963","https://openalex.org/W4288096081","https://openalex.org/W6674385629","https://openalex.org/W6718379498","https://openalex.org/W6762931180"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W4237784285","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W4390549206","https://openalex.org/W1980100242"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-08T06:56:09.383167","created_date":"2023-11-21T00:00:00"}