{"id":"https://openalex.org/W4407848478","doi":"https://doi.org/10.1007/s10115-025-02349-x","title":"Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods","display_name":"Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods","publication_year":2025,"publication_date":"2025-02-22","ids":{"openalex":"https://openalex.org/W4407848478","doi":"https://doi.org/10.1007/s10115-025-02349-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-025-02349-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02349-x","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/A5048929878","display_name":"Alhassan Mumuni","orcid":"https://orcid.org/0000-0001-6103-1925"},"institutions":[{"id":"https://openalex.org/I206509152","display_name":"Cape Coast Technical University","ror":"https://ror.org/002mzw222","country_code":"GH","type":"education","lineage":["https://openalex.org/I206509152"]}],"countries":["GH"],"is_corresponding":true,"raw_author_name":"Alhassan Mumuni","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Cape Coast Technical University, Cape Coast, Ghana"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Cape Coast Technical University, Cape Coast, Ghana","institution_ids":["https://openalex.org/I206509152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045081383","display_name":"Fuseini Mumuni","orcid":"https://orcid.org/0000-0002-4894-3775"},"institutions":[{"id":"https://openalex.org/I27031042","display_name":"University of Mines and Technology","ror":"https://ror.org/00br9cf93","country_code":"GH","type":"education","lineage":["https://openalex.org/I27031042"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Fuseini Mumuni","raw_affiliation_strings":["University of Mines and Technology (UMaT), Tarkwa, Ghana"],"affiliations":[{"raw_affiliation_string":"University of Mines and Technology (UMaT), Tarkwa, Ghana","institution_ids":["https://openalex.org/I27031042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048929878"],"corresponding_institution_ids":["https://openalex.org/I206509152"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":38.5929,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.99692395,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"67","issue":"5","first_page":"4035","last_page":"4085"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","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/T10057","display_name":"Face and Expression Recognition","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6115133762359619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6054776310920715},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.58356773853302}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6115133762359619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6054776310920715},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.58356773853302}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-025-02349-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-025-02349-x","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":151,"referenced_works":["https://openalex.org/W52153049","https://openalex.org/W764651262","https://openalex.org/W1513100184","https://openalex.org/W1861492603","https://openalex.org/W1978338723","https://openalex.org/W1978942630","https://openalex.org/W2032117693","https://openalex.org/W2032775418","https://openalex.org/W2069676133","https://openalex.org/W2102539288","https://openalex.org/W2107726111","https://openalex.org/W2108598243","https://openalex.org/W2112364454","https://openalex.org/W2117539524","https://openalex.org/W2119717200","https://openalex.org/W2148143831","https://openalex.org/W2150066425","https://openalex.org/W2194775991","https://openalex.org/W2204575588","https://openalex.org/W2259424905","https://openalex.org/W2331143823","https://openalex.org/W2444650685","https://openalex.org/W2565639579","https://openalex.org/W2599439078","https://openalex.org/W2601564443","https://openalex.org/W2783239537","https://openalex.org/W2887063112","https://openalex.org/W2949736877","https://openalex.org/W2954884160","https://openalex.org/W2961331617","https://openalex.org/W2963201472","https://openalex.org/W2963351448","https://openalex.org/W2963468256","https://openalex.org/W2964137095","https://openalex.org/W2964250774","https://openalex.org/W2964773143","https://openalex.org/W2966284335","https://openalex.org/W2968333315","https://openalex.org/W2970418174","https://openalex.org/W2971470875","https://openalex.org/W2975317124","https://openalex.org/W2985936292","https://openalex.org/W2992308087","https://openalex.org/W3006913750","https://openalex.org/W3009184501","https://openalex.org/W3010850044","https://openalex.org/W3015233197","https://openalex.org/W3035682985","https://openalex.org/W3037852608","https://openalex.org/W3047916742","https://openalex.org/W3091595271","https://openalex.org/W3097975205","https://openalex.org/W3101072153","https://openalex.org/W3102095584","https://openalex.org/W3102616888","https://openalex.org/W3103351485","https://openalex.org/W3108691183","https://openalex.org/W3109835285","https://openalex.org/W3114566572","https://openalex.org/W3117587175","https://openalex.org/W3119329762","https://openalex.org/W3123920941","https://openalex.org/W3130376580","https://openalex.org/W3152320027","https://openalex.org/W3157699413","https://openalex.org/W3160259745","https://openalex.org/W3166727241","https://openalex.org/W3167204053","https://openalex.org/W3168854329","https://openalex.org/W3173850788","https://openalex.org/W3174181645","https://openalex.org/W3175558068","https://openalex.org/W3175808861","https://openalex.org/W3176115897","https://openalex.org/W3176226474","https://openalex.org/W3177024555","https://openalex.org/W3177395556","https://openalex.org/W3178631786","https://openalex.org/W3196579898","https://openalex.org/W3201356490","https://openalex.org/W3201782492","https://openalex.org/W3201904098","https://openalex.org/W3202897123","https://openalex.org/W3205102565","https://openalex.org/W3207591725","https://openalex.org/W3209406482","https://openalex.org/W3209514298","https://openalex.org/W3215947121","https://openalex.org/W4200538893","https://openalex.org/W4200579548","https://openalex.org/W4206578065","https://openalex.org/W4213362076","https://openalex.org/W4214490831","https://openalex.org/W4221042374","https://openalex.org/W4223654321","https://openalex.org/W4225322339","https://openalex.org/W4246226690","https://openalex.org/W4281811562","https://openalex.org/W4283398173","https://openalex.org/W4285060321","https://openalex.org/W4285335450","https://openalex.org/W4290875300","https://openalex.org/W4292794009","https://openalex.org/W4306317437","https://openalex.org/W4312264488","https://openalex.org/W4312439170","https://openalex.org/W4312563719","https://openalex.org/W4312794770","https://openalex.org/W4316669362","https://openalex.org/W4318263505","https://openalex.org/W4319067632","https://openalex.org/W4319239047","https://openalex.org/W4319300061","https://openalex.org/W4320490877","https://openalex.org/W4320525814","https://openalex.org/W4321353595","https://openalex.org/W4322102006","https://openalex.org/W4322491784","https://openalex.org/W4327663221","https://openalex.org/W4327713864","https://openalex.org/W4365398201","https://openalex.org/W4381598199","https://openalex.org/W4386075968","https://openalex.org/W4386099669","https://openalex.org/W4386702673","https://openalex.org/W4389664389","https://openalex.org/W4391853495","https://openalex.org/W4392538370","https://openalex.org/W4399385210","https://openalex.org/W4400127166","https://openalex.org/W4408048805","https://openalex.org/W4409363852","https://openalex.org/W6600007113","https://openalex.org/W6600020652","https://openalex.org/W6600160247","https://openalex.org/W6600175564","https://openalex.org/W6600194071","https://openalex.org/W6600237587","https://openalex.org/W6600281463","https://openalex.org/W6600577311","https://openalex.org/W6600669965","https://openalex.org/W6600708310","https://openalex.org/W6600953820","https://openalex.org/W6607948422","https://openalex.org/W6609581451","https://openalex.org/W6610151132","https://openalex.org/W6610384305","https://openalex.org/W6611670707","https://openalex.org/W6714454088","https://openalex.org/W6755685426","https://openalex.org/W6811811312"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}
