{"id":"https://openalex.org/W4210426987","doi":"https://doi.org/10.1093/jigpal/jzac026","title":"A novel method for anomaly detection using beta Hebbian learning and principal component analysis","display_name":"A novel method for anomaly detection using beta Hebbian learning and principal component analysis","publication_year":2022,"publication_date":"2022-01-31","ids":{"openalex":"https://openalex.org/W4210426987","doi":"https://doi.org/10.1093/jigpal/jzac026"},"language":"en","primary_location":{"id":"doi:10.1093/jigpal/jzac026","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzac026","pdf_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzac026/42567224/jzac026.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzac026/42567224/jzac026.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085403297","display_name":"Francisco Zayas\u2010Gato","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Zayas-Gato","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007067511","display_name":"\u00c1lvaro Michelena","orcid":"https://orcid.org/0000-0003-0134-5660"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Michelena","raw_affiliation_strings":["CITIC Research , University of A Coru\u00f1a, Elvi\u00f1a Campus s/n, 15008, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"CITIC Research , University of A Coru\u00f1a, Elvi\u00f1a Campus s/n, 15008, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017319459","display_name":"H\u00e9ctor Quinti\u00e1n","orcid":"https://orcid.org/0000-0002-0268-7999"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"H\u00e9ctor Quinti\u00e1n","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072373567","display_name":"Esteban Jove","orcid":"https://orcid.org/0000-0002-0625-359X"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Esteban Jove","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain. CITIC Research, University of A Coru\u00f1a, Elvi\u00f1a Campus s/n, 15008, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain. CITIC Research, University of A Coru\u00f1a, Elvi\u00f1a Campus s/n, 15008, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030222467","display_name":"Jos\u00e9\u2010Luis Casteleiro\u2010Roca","orcid":"https://orcid.org/0000-0001-9740-6477"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9-Luis Casteleiro-Roca","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090724883","display_name":"Paulo Leit\u00e3o","orcid":"https://orcid.org/0000-0002-2151-7944"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Leit\u00e3o","raw_affiliation_strings":["CeDRI - Research Centre in Digitalization and Intelligent Robotics , Polytechnic Institute of Bragan\u00e7a and INESC TEC, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"CeDRI - Research Centre in Digitalization and Intelligent Robotics , Polytechnic Institute of Bragan\u00e7a and INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4210166615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088415997","display_name":"Jos\u00e9 Luis Calvo\u2010Rolle","orcid":"https://orcid.org/0000-0002-2333-8405"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Luis Calvo-Rolle","raw_affiliation_strings":["Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain. CITIC Research, University of A Coru\u00f1a, Elvi\u00f1a Campus s/n, 15008, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering , University of A Coru\u00f1a, CTC, Avda. 19 de Febrero s/n, 15405, Ferrol, A Coru\u00f1a, Spain. CITIC Research, University of A Coru\u00f1a, Elvi\u00f1a Campus s/n, 15008, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072373567"],"corresponding_institution_ids":["https://openalex.org/I11019714"],"apc_list":{"value":4151,"currency":"USD","value_usd":4151},"apc_paid":{"value":4151,"currency":"USD","value_usd":4151},"fwci":1.8044,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.86935905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"31","issue":"2","first_page":"390","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9865999817848206,"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"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.7945139408111572},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7784925699234009},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7629293203353882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6574153900146484},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6458566188812256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5829538702964783},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5647734999656677},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.5544242858886719},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5450494885444641},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5305222272872925},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4550522267818451},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.4204053282737732},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25428953766822815},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.15876013040542603}],"concepts":[{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7945139408111572},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7784925699234009},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7629293203353882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6574153900146484},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6458566188812256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5829538702964783},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5647734999656677},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.5544242858886719},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5450494885444641},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5305222272872925},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4550522267818451},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.4204053282737732},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25428953766822815},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15876013040542603},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1093/jigpal/jzac026","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzac026","pdf_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzac026/42567224/jzac026.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/25246","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/25246","pdf_url":null,"source":{"id":"https://openalex.org/S4306400634","display_name":"Biblioteca Digital do IPB (Instituto Politecnico De Braganca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210092303","host_organization_name":"Polytechnic Institute of Bragan\u00e7a","host_organization_lineage":["https://openalex.org/I4210092303"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:ruc.udc.es:2183/33050","is_oa":true,"landing_page_url":"http://hdl.handle.net/2183/33050","pdf_url":null,"source":{"id":"https://openalex.org/S4306402204","display_name":"RUC (Universidade Da Coru\u00f1a)","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1093/jigpal/jzac026","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzac026","pdf_url":"https://academic.oup.com/jigpal/advance-article-pdf/doi/10.1093/jigpal/jzac026/42567224/jzac026.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1314910435","display_name":null,"funder_award_id":"CISUG","funder_id":"https://openalex.org/F4320328562","funder_display_name":"Universidade da Coru\u00f1a"},{"id":"https://openalex.org/G1933851018","display_name":null,"funder_award_id":"ED431G 2019/01","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G272322064","display_name":null,"funder_award_id":"ED431G 20","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G3876637791","display_name":null,"funder_award_id":"ED431G","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G7224627388","display_name":null,"funder_award_id":"ED431","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G726424357","display_name":null,"funder_award_id":"ED431G 2019/01","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G801766868","display_name":null,"funder_award_id":"ED431G 2019/0","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"}],"funders":[{"id":"https://openalex.org/F4320326655","display_name":"Xunta de Galicia","ror":"https://ror.org/0181xnw06"},{"id":"https://openalex.org/F4320328562","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210426987.pdf","grobid_xml":"https://content.openalex.org/works/W4210426987.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2034400748","https://openalex.org/W2122646361","https://openalex.org/W2130972944","https://openalex.org/W2158139223","https://openalex.org/W2158698691","https://openalex.org/W2166054746","https://openalex.org/W2254063763","https://openalex.org/W2492794003","https://openalex.org/W2595281680","https://openalex.org/W2867954476","https://openalex.org/W2914057887","https://openalex.org/W2972247440","https://openalex.org/W3048624869","https://openalex.org/W4234056777","https://openalex.org/W6621904348","https://openalex.org/W6676014314","https://openalex.org/W6691408919","https://openalex.org/W6726450645"],"related_works":["https://openalex.org/W2375574759","https://openalex.org/W2383239174","https://openalex.org/W3088634662","https://openalex.org/W117517268","https://openalex.org/W3162910294","https://openalex.org/W1995622179","https://openalex.org/W2539700568","https://openalex.org/W2931531042","https://openalex.org/W1484111231","https://openalex.org/W2166963679"],"abstract_inverted_index":{"Abstract":[0],"In":[1,20,121,143],"this":[2,148],"research":[3],"work":[4],"a":[5,54],"novel":[6,25,126],"two-step":[7],"system":[8],"for":[9],"anomaly":[10,80],"detection":[11,81],"is":[12,33,82,150,164],"presented":[13],"and":[14,92,117],"tested":[15,102],"over":[16,35,103],"several":[17,104],"real":[18,106],"datasets.":[19],"the":[21,24,41,44,58,68,74,85,90,125,136,156],"first":[22],"step":[23,76],"Exploratory":[26],"Projection":[27],"Pursuit,":[28],"Beta":[29],"Hebbian":[30],"Learning":[31],"algorithm,":[32],"applied":[34,83],"each":[36],"dataset,":[37],"either":[38],"to":[39,48,84,88],"reduce":[40],"dimensionality":[42,66],"of":[43,57,110,112,115,119,133,145,155,160,162],"original":[45,59],"dataset":[46,60,157],"or":[47,63],"face":[49],"nonlinear":[50],"datasets":[51],"by":[52],"generating":[53],"new":[55,86,98],"subspace":[56,87],"with":[61,138],"lower,":[62],"even":[64],"higher,":[65],"selecting":[67],"right":[69],"activation":[70],"function.":[71],"Finally,":[72],"in":[73,108,131,158],"second":[75],"Principal":[77],"Component":[78],"Analysis":[79],"detect":[89],"anomalies":[91],"improve":[93],"its":[94],"classification":[95],"capabilities.":[96],"This":[97],"approach":[99,127],"has":[100],"been":[101],"different":[105],"datasets,":[107],"terms":[109,132,159],"number":[111,114,118,161],"variables,":[113],"samples":[116],"anomalies.":[120],"almost":[122],"all":[123],"cases,":[124],"obtained":[128],"better":[129],"results":[130],"area":[134],"under":[135],"curve":[137],"similar":[139],"standard":[140],"deviation":[141],"values.":[142],"case":[144],"computational":[146],"cost,":[147],"improvement":[149],"only":[151],"remarkable":[152],"when":[153],"complexity":[154],"variables":[163],"high.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
