{"id":"https://openalex.org/W4409038371","doi":"https://doi.org/10.1007/s13042-025-02619-8","title":"Adversarial feature augmentation via transformer-level feature fusion for imbalanced data classification","display_name":"Adversarial feature augmentation via transformer-level feature fusion for imbalanced data classification","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4409038371","doi":"https://doi.org/10.1007/s13042-025-02619-8"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02619-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02619-8","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5081900154","display_name":"Qiangkui Leng","orcid":"https://orcid.org/0000-0001-6788-3344"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiangkui Leng","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, 125105, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, 125105, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027599015","display_name":"Grace Y. Yi","orcid":"https://orcid.org/0000-0002-0081-873X"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaocheng Yi","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, 125105, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, 125105, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068875591","display_name":"Erjie Jiao","orcid":null},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Erjie Jiao","raw_affiliation_strings":["School of Electronic and Information Engineering, Liaoning Technical University, Huludao, 125105, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Liaoning Technical University, Huludao, 125105, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046311971","display_name":"Changzhong Wang","orcid":"https://orcid.org/0000-0002-4136-2433"},"institutions":[{"id":"https://openalex.org/I97009856","display_name":"Bohai University","ror":"https://ror.org/01kdzej58","country_code":"CN","type":"education","lineage":["https://openalex.org/I97009856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changzhong Wang","raw_affiliation_strings":["College of Mathematical Sciences, Bohai University, Jinzhou, 121013, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematical Sciences, Bohai University, Jinzhou, 121013, China","institution_ids":["https://openalex.org/I97009856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081900154"],"corresponding_institution_ids":["https://openalex.org/I176808543"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02826697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"9","first_page":"6149","last_page":"6166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9987000226974487,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9987000226974487,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9905999898910522,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7261142730712891},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6839388012886047},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6641143560409546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6330366134643555},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6293039917945862},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5285524129867554},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.452178955078125},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4414646625518799},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3888077139854431},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3313208520412445},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09507635235786438}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7261142730712891},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6839388012886047},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6641143560409546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6330366134643555},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6293039917945862},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5285524129867554},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.452178955078125},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4414646625518799},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3888077139854431},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3313208520412445},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09507635235786438},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02619-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02619-8","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1545275598","display_name":null,"funder_award_id":"61602056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3596841339","display_name":null,"funder_award_id":"61976027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8952308173","display_name":null,"funder_award_id":"JYTMS20230819","funder_id":"https://openalex.org/F4320326218","funder_display_name":"Foundation of Liaoning Province Education Administration"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326218","display_name":"Foundation of Liaoning Province Education Administration","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W2089468765","https://openalex.org/W2108598243","https://openalex.org/W2148143831","https://openalex.org/W2165466912","https://openalex.org/W2338318698","https://openalex.org/W2562319768","https://openalex.org/W2598666589","https://openalex.org/W2607666848","https://openalex.org/W2734358244","https://openalex.org/W2755577605","https://openalex.org/W2765811365","https://openalex.org/W2767106145","https://openalex.org/W2798844427","https://openalex.org/W2800788706","https://openalex.org/W2894737833","https://openalex.org/W2923456422","https://openalex.org/W2954996726","https://openalex.org/W2962984188","https://openalex.org/W2963163163","https://openalex.org/W2964057616","https://openalex.org/W2964255836","https://openalex.org/W2971043720","https://openalex.org/W2981515171","https://openalex.org/W2998823187","https://openalex.org/W3034561829","https://openalex.org/W3092707779","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3162418282","https://openalex.org/W3168825659","https://openalex.org/W3197552003","https://openalex.org/W4200464085","https://openalex.org/W4200472276","https://openalex.org/W4206706211","https://openalex.org/W4212890961","https://openalex.org/W4213019189","https://openalex.org/W4214636423","https://openalex.org/W4214927009","https://openalex.org/W4311088269","https://openalex.org/W4312529269","https://openalex.org/W4312599212","https://openalex.org/W4313421210","https://openalex.org/W4320525814","https://openalex.org/W4396773505","https://openalex.org/W6600195515","https://openalex.org/W6600260580","https://openalex.org/W6600679772","https://openalex.org/W6600903635","https://openalex.org/W6601630192","https://openalex.org/W6608993855","https://openalex.org/W6818723395","https://openalex.org/W6827353395"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W2619203976"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
