{"id":"https://openalex.org/W4396626043","doi":"https://doi.org/10.1007/s00521-024-09790-z","title":"Exploiting autoencoder\u2019s weakness to generate pseudo anomalies","display_name":"Exploiting autoencoder\u2019s weakness to generate pseudo anomalies","publication_year":2024,"publication_date":"2024-05-03","ids":{"openalex":"https://openalex.org/W4396626043","doi":"https://doi.org/10.1007/s00521-024-09790-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09790-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09790-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.05886","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042350375","display_name":"Marcella Astrid","orcid":"https://orcid.org/0000-0003-1432-6661"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]},{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]},{"id":"https://openalex.org/I4405259781","display_name":"Interdisciplinary Centre for Security, Reliability and Trust","ror":"https://ror.org/02qav7c04","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577","https://openalex.org/I4405259781"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR","LU"],"is_corresponding":false,"raw_author_name":"Marcella Astrid","raw_affiliation_strings":["Department of Artificial Intelligence, University of Science and Technology, Daejeon, 34113, South Korea","Field Robotics Research Section, Electronics and Telecommunications Research Institute, Daejeon, 34129, South Korea","Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, 1855, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, University of Science and Technology, Daejeon, 34113, South Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Field Robotics Research Section, Electronics and Telecommunications Research Institute, Daejeon, 34129, South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, 1855, Luxembourg","institution_ids":["https://openalex.org/I186903577","https://openalex.org/I4405259781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004839726","display_name":"Muhammad Zaigham Zaheer","orcid":"https://orcid.org/0000-0001-8272-1351"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Muhammad Zaigham Zaheer","raw_affiliation_strings":["Department of Computer Vision, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Vision, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083368272","display_name":"Djamila Aouada","orcid":"https://orcid.org/0000-0002-7576-2064"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]},{"id":"https://openalex.org/I4405259781","display_name":"Interdisciplinary Centre for Security, Reliability and Trust","ror":"https://ror.org/02qav7c04","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577","https://openalex.org/I4405259781"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Djamila Aouada","raw_affiliation_strings":["Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, 1855, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg, 1855, Luxembourg","institution_ids":["https://openalex.org/I186903577","https://openalex.org/I4405259781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011760560","display_name":"Seung\u2010Ik Lee","orcid":"https://orcid.org/0000-0003-2986-7540"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seung-Ik Lee","raw_affiliation_strings":["Department of Artificial Intelligence, University of Science and Technology, Daejeon, 34113, South Korea","Field Robotics Research Section, Electronics and Telecommunications Research Institute, Daejeon, 34129, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-2986-7540","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, University of Science and Technology, Daejeon, 34113, South Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Field Robotics Research Section, Electronics and Telecommunications Research Institute, Daejeon, 34129, South Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011760560"],"corresponding_institution_ids":["https://openalex.org/I142401562","https://openalex.org/I88761825"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.7213,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74548698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"36","issue":"23","first_page":"14075","last_page":"14091"},"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":0.9945999979972839,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9865999817848206,"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/autoencoder","display_name":"Autoencoder","score":0.8781578540802002},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7492230534553528},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7140272855758667},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.6681210994720459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.630936324596405},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5904632806777954},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5810131430625916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.52861088514328},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2171967625617981},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14451172947883606},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09705159068107605}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8781578540802002},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7492230534553528},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7140272855758667},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6681210994720459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.630936324596405},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5904632806777954},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5810131430625916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.52861088514328},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2171967625617981},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14451172947883606},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09705159068107605},{"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:10.1007/s00521-024-09790-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09790-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2405.05886","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.05886","pdf_url":"https://arxiv.org/pdf/2405.05886","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:orbilu.uni.lu:10993/61119","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/61119","pdf_url":"https://orbilu.uni.lu/bitstream/10993/61119/1/%5barxiv%5dNeural_Computing_and_Applications__Generate_Pseudo_Anomalies_.pdf","source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"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":"Neural Computing and Applications (2024-05-03)","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2405.05886","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.05886","pdf_url":"https://arxiv.org/pdf/2405.05886","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7900000214576721,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G442019650","display_name":null,"funder_award_id":"BRIDGES2021/IS/16353350/FaKeDeTeR","funder_id":"https://openalex.org/F4320321038","funder_display_name":"Fonds National de la Recherche Luxembourg"},{"id":"https://openalex.org/G486648402","display_name":null,"funder_award_id":"022-0-00951","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320321038","display_name":"Fonds National de la Recherche Luxembourg","ror":"https://ror.org/039z13y21"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396626043.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1084962007","https://openalex.org/W1981276685","https://openalex.org/W2025768430","https://openalex.org/W2163612318","https://openalex.org/W2341058432","https://openalex.org/W2753526808","https://openalex.org/W2766042539","https://openalex.org/W2777342313","https://openalex.org/W2901629142","https://openalex.org/W2904013130","https://openalex.org/W2925312408","https://openalex.org/W2960737790","https://openalex.org/W2963046013","https://openalex.org/W2963610939","https://openalex.org/W2963795951","https://openalex.org/W2969836179","https://openalex.org/W2981638912","https://openalex.org/W2987228832","https://openalex.org/W3035240825","https://openalex.org/W3035941463","https://openalex.org/W3082213779","https://openalex.org/W3090744585","https://openalex.org/W3096857588","https://openalex.org/W3101133846","https://openalex.org/W3109835285","https://openalex.org/W3109901447","https://openalex.org/W3118608800","https://openalex.org/W3118707891","https://openalex.org/W3168984673","https://openalex.org/W3197497139","https://openalex.org/W3199265481","https://openalex.org/W3202327860","https://openalex.org/W3207605004","https://openalex.org/W4205500050","https://openalex.org/W4212898032","https://openalex.org/W4220698370","https://openalex.org/W4285400429","https://openalex.org/W4295308676","https://openalex.org/W4312388562","https://openalex.org/W4312554543","https://openalex.org/W4316259280","https://openalex.org/W4323262012","https://openalex.org/W4323664852","https://openalex.org/W4367319992","https://openalex.org/W4378373470","https://openalex.org/W4386065503","https://openalex.org/W4394598077","https://openalex.org/W4394598082"],"related_works":["https://openalex.org/W3186512740","https://openalex.org/W3194885736","https://openalex.org/W3046391934","https://openalex.org/W4363671829","https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
