{"id":"https://openalex.org/W3047060354","doi":"https://doi.org/10.1007/s10796-020-10031-6","title":"Bankruptcy Prediction Using Deep Learning Approach Based on Borderline SMOTE","display_name":"Bankruptcy Prediction Using Deep Learning Approach Based on Borderline SMOTE","publication_year":2020,"publication_date":"2020-08-03","ids":{"openalex":"https://openalex.org/W3047060354","doi":"https://doi.org/10.1007/s10796-020-10031-6","mag":"3047060354"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-020-10031-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-020-10031-6","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"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":"Information Systems Frontiers","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/A5059057250","display_name":"Salima Smiti","orcid":null},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Salima Smiti","raw_affiliation_strings":["National School of Computer Science, University of Manouba, Manouba, Tunisia"],"affiliations":[{"raw_affiliation_string":"National School of Computer Science, University of Manouba, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058981688","display_name":"Makram Soui","orcid":"https://orcid.org/0000-0002-6460-0318"},"institutions":[{"id":"https://openalex.org/I120238654","display_name":"Saudi Electronic University","ror":"https://ror.org/05ndh7v49","country_code":"SA","type":"education","lineage":["https://openalex.org/I120238654"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Makram Soui","raw_affiliation_strings":["College of Computing and Informatics, Saudi Electronic University, Arabie Saoudite, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Saudi Electronic University, Arabie Saoudite, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059057250"],"corresponding_institution_ids":["https://openalex.org/I83259278"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":20.9897,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.99573799,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"22","issue":"5","first_page":"1067","last_page":"1083"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9937999844551086,"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":0.8397305011749268},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.785567045211792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7509658336639404},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.7163451313972473},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6870297193527222},{"id":"https://openalex.org/keywords/bankruptcy-prediction","display_name":"Bankruptcy prediction","score":0.5917503833770752},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5730496644973755},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5617966651916504},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5354476571083069},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49977540969848633},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4936290979385376},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.4573187232017517},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44635990262031555},{"id":"https://openalex.org/keywords/bankruptcy","display_name":"Bankruptcy","score":0.3773757517337799},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.12753593921661377},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.08935627341270447}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8397305011749268},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.785567045211792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509658336639404},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.7163451313972473},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6870297193527222},{"id":"https://openalex.org/C2777388754","wikidata":"https://www.wikidata.org/wiki/Q1664594","display_name":"Bankruptcy prediction","level":3,"score":0.5917503833770752},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5730496644973755},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5617966651916504},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5354476571083069},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49977540969848633},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4936290979385376},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.4573187232017517},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44635990262031555},{"id":"https://openalex.org/C504631918","wikidata":"https://www.wikidata.org/wiki/Q152074","display_name":"Bankruptcy","level":2,"score":0.3773757517337799},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.12753593921661377},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.08935627341270447},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10796-020-10031-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10796-020-10031-6","pdf_url":null,"source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"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":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:22:y:2020:i:5:d:10.1007_s10796-020-10031-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-020-10031-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":109,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W121264339","https://openalex.org/W1175774059","https://openalex.org/W1503398984","https://openalex.org/W1526574400","https://openalex.org/W1559740908","https://openalex.org/W1862312035","https://openalex.org/W1894439495","https://openalex.org/W1967337608","https://openalex.org/W1973723602","https://openalex.org/W1975102236","https://openalex.org/W1990696070","https://openalex.org/W1995352662","https://openalex.org/W1998736688","https://openalex.org/W2004177594","https://openalex.org/W2005971019","https://openalex.org/W2006680549","https://openalex.org/W2013831240","https://openalex.org/W2015618775","https://openalex.org/W2020848494","https://openalex.org/W2025769637","https://openalex.org/W2029981389","https://openalex.org/W2032558547","https://openalex.org/W2033569712","https://openalex.org/W2048801439","https://openalex.org/W2050731588","https://openalex.org/W2068680128","https://openalex.org/W2070226834","https://openalex.org/W2071193822","https://openalex.org/W2072461903","https://openalex.org/W2076101799","https://openalex.org/W2076278672","https://openalex.org/W2088897029","https://openalex.org/W2094590882","https://openalex.org/W2095281267","https://openalex.org/W2096574974","https://openalex.org/W2117130368","https://openalex.org/W2117812871","https://openalex.org/W2118023920","https://openalex.org/W2118545728","https://openalex.org/W2119821739","https://openalex.org/W2124532504","https://openalex.org/W2128205874","https://openalex.org/W2130695501","https://openalex.org/W2132791018","https://openalex.org/W2138027892","https://openalex.org/W2147768505","https://openalex.org/W2148143831","https://openalex.org/W2158899491","https://openalex.org/W2160815625","https://openalex.org/W2164330572","https://openalex.org/W2172165257","https://openalex.org/W2184045248","https://openalex.org/W2199996689","https://openalex.org/W2234163201","https://openalex.org/W2247455993","https://openalex.org/W2253923269","https://openalex.org/W2278229035","https://openalex.org/W2316770665","https://openalex.org/W2319270064","https://openalex.org/W2403337211","https://openalex.org/W2477928497","https://openalex.org/W2502722327","https://openalex.org/W2526016190","https://openalex.org/W2572191223","https://openalex.org/W2586655365","https://openalex.org/W2590462597","https://openalex.org/W2606916050","https://openalex.org/W2618249137","https://openalex.org/W2624147939","https://openalex.org/W2730245908","https://openalex.org/W2744316982","https://openalex.org/W2744373723","https://openalex.org/W2752885492","https://openalex.org/W2756063524","https://openalex.org/W2766296277","https://openalex.org/W2769949979","https://openalex.org/W2774099057","https://openalex.org/W2775539418","https://openalex.org/W2783176580","https://openalex.org/W2785729516","https://openalex.org/W2785847727","https://openalex.org/W2789320008","https://openalex.org/W2794284069","https://openalex.org/W2810154616","https://openalex.org/W2883603666","https://openalex.org/W2893108153","https://openalex.org/W2897589853","https://openalex.org/W2897596136","https://openalex.org/W2903362744","https://openalex.org/W2919606717","https://openalex.org/W2936503027","https://openalex.org/W2949888546","https://openalex.org/W2950344723","https://openalex.org/W2959486491","https://openalex.org/W2963135265","https://openalex.org/W2994602700","https://openalex.org/W3101287485","https://openalex.org/W3103232790","https://openalex.org/W3121477658","https://openalex.org/W3214794361","https://openalex.org/W4247922705","https://openalex.org/W4256478528","https://openalex.org/W4285719527","https://openalex.org/W4297994136","https://openalex.org/W6605382217","https://openalex.org/W6677917206","https://openalex.org/W6683738474","https://openalex.org/W6821113053"],"related_works":["https://openalex.org/W2594436708","https://openalex.org/W4360994128","https://openalex.org/W2769441402","https://openalex.org/W3086240734","https://openalex.org/W4386108675","https://openalex.org/W2951850672","https://openalex.org/W2789476480","https://openalex.org/W2285942202","https://openalex.org/W2241582670","https://openalex.org/W2347342407"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}