{"id":"https://openalex.org/W4403870397","doi":"https://doi.org/10.1155/2024/5529847","title":"AdaFNDFS: An AdaBoost Ensemble Model with Fast Nondominated Feature Selection for Predicting Enterprise Credit Risk in the Supply Chain","display_name":"AdaFNDFS: An AdaBoost Ensemble Model with Fast Nondominated Feature Selection for Predicting Enterprise Credit Risk in the Supply Chain","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403870397","doi":"https://doi.org/10.1155/2024/5529847"},"language":"en","primary_location":{"id":"doi:10.1155/2024/5529847","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/5529847","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/5529847","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/5529847","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058795894","display_name":"Gang Yao","orcid":"https://orcid.org/0000-0003-3007-2382"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Yao","raw_affiliation_strings":["School of Economics and Management ,  Anhui Polytechnic University ,  Wuhu ,  241000 ,  China , ahpu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0003-3007-2382","affiliations":[{"raw_affiliation_string":"School of Economics and Management ,  Anhui Polytechnic University ,  Wuhu ,  241000 ,  China , ahpu.edu.cn","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088644141","display_name":"Xiaojian Hu","orcid":"https://orcid.org/0000-0002-4275-1158"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojian Hu","raw_affiliation_strings":["School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086311488","display_name":"Pingfan Song","orcid":"https://orcid.org/0000-0003-3596-083X"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingfan Song","raw_affiliation_strings":["School of Economics ,  Hefei University of Technology ,  Hefei ,  230601 ,  China , hfut.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics ,  Hefei University of Technology ,  Hefei ,  230601 ,  China , hfut.edu.cn","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077136210","display_name":"Taiyun Zhou","orcid":"https://orcid.org/0000-0002-3707-0374"},"institutions":[{"id":"https://openalex.org/I140221134","display_name":"Anhui Agricultural University","ror":"https://ror.org/0327f3359","country_code":"CN","type":"education","lineage":["https://openalex.org/I140221134"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taiyun Zhou","raw_affiliation_strings":["School of Economics and Management ,  Anhui Agricultural University ,  Hefei ,  230036 ,  China , ahau.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management ,  Anhui Agricultural University ,  Hefei ,  230036 ,  China , ahau.edu.cn","institution_ids":["https://openalex.org/I140221134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328204","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0002-0439-0021"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ammar Yasir","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ammar Yasir","raw_affiliation_strings":["School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033285523","display_name":"Suizhi Luo","orcid":"https://orcid.org/0000-0003-2303-1734"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suizhi Luo","raw_affiliation_strings":["School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management ,  Hefei University of Technology ,  Hefei ,  230009 ,  China , hfut.edu.cn","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5058795894"],"corresponding_institution_ids":["https://openalex.org/I70908550"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":{"value":2500,"currency":"USD","value_usd":2500},"fwci":6.6301,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96584814,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9970999956130981,"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":0.9970999956130981,"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":0.9797999858856201,"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/T13341","display_name":"Belt Conveyor Systems Engineering","score":0.942799985408783,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.8333200216293335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6749941110610962},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5838332772254944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5794819593429565},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5765948295593262},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5671040415763855},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5011756420135498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47663649916648865},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.429517924785614},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.11449503898620605},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10138395428657532}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.8333200216293335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6749941110610962},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5838332772254944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5794819593429565},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5765948295593262},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5671040415763855},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5011756420135498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47663649916648865},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.429517924785614},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.11449503898620605},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10138395428657532},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/2024/5529847","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/5529847","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/5529847","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/2024/5529847","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/5529847","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/2024/5529847","source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2570669758","display_name":null,"funder_award_id":"202003a05020039","funder_id":"https://openalex.org/F4320336601","funder_display_name":"Major Science and Technology Projects in Anhui Province"},{"id":"https://openalex.org/G6685747390","display_name":null,"funder_award_id":"72171067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6746122464","display_name":null,"funder_award_id":"71803036","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7989599884","display_name":null,"funder_award_id":"72401004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327281","display_name":"Jilin Office of Philosophy and Social Science","ror":null},{"id":"https://openalex.org/F4320336601","display_name":"Major Science and Technology Projects in Anhui Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403870397.pdf","grobid_xml":"https://content.openalex.org/works/W4403870397.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W323404752","https://openalex.org/W1160180507","https://openalex.org/W1971547695","https://openalex.org/W2004473119","https://openalex.org/W2038227446","https://openalex.org/W2046792933","https://openalex.org/W2048905749","https://openalex.org/W2048945213","https://openalex.org/W2056168656","https://openalex.org/W2077373870","https://openalex.org/W2084368039","https://openalex.org/W2092747527","https://openalex.org/W2116661285","https://openalex.org/W2148143831","https://openalex.org/W2150559772","https://openalex.org/W2167101736","https://openalex.org/W2167159964","https://openalex.org/W2319270064","https://openalex.org/W2336505047","https://openalex.org/W2341983589","https://openalex.org/W2403788329","https://openalex.org/W2513974508","https://openalex.org/W2547440287","https://openalex.org/W2567086669","https://openalex.org/W2588213976","https://openalex.org/W2606929086","https://openalex.org/W2611743072","https://openalex.org/W2758271972","https://openalex.org/W2761075141","https://openalex.org/W2782858724","https://openalex.org/W2784002847","https://openalex.org/W2792362609","https://openalex.org/W2792730533","https://openalex.org/W2888059818","https://openalex.org/W2896726808","https://openalex.org/W2911450871","https://openalex.org/W2933246980","https://openalex.org/W2959466452","https://openalex.org/W2962981269","https://openalex.org/W2970285847","https://openalex.org/W2989993634","https://openalex.org/W2995887271","https://openalex.org/W3003608897","https://openalex.org/W3007204104","https://openalex.org/W3015981573","https://openalex.org/W3034751247","https://openalex.org/W3036760948","https://openalex.org/W3082138874","https://openalex.org/W3087429330","https://openalex.org/W3088316021","https://openalex.org/W3091695621","https://openalex.org/W3095606640","https://openalex.org/W3122906726","https://openalex.org/W3133896312","https://openalex.org/W3135436766","https://openalex.org/W3138880491","https://openalex.org/W3141243309","https://openalex.org/W3142118701","https://openalex.org/W3144804712","https://openalex.org/W3159010638","https://openalex.org/W3170557447","https://openalex.org/W3173725123","https://openalex.org/W3176623296","https://openalex.org/W3177990513","https://openalex.org/W3186255315","https://openalex.org/W3195285466","https://openalex.org/W3203259065","https://openalex.org/W3207360737","https://openalex.org/W3207361716","https://openalex.org/W3215669537","https://openalex.org/W3216475965","https://openalex.org/W4211229275","https://openalex.org/W4220923808","https://openalex.org/W4283263265","https://openalex.org/W4286382587","https://openalex.org/W4307902142","https://openalex.org/W4308307852","https://openalex.org/W4321188315","https://openalex.org/W4321491764","https://openalex.org/W4321768902","https://openalex.org/W4322504929","https://openalex.org/W4361217558","https://openalex.org/W4367671787","https://openalex.org/W4377695692","https://openalex.org/W4386639378","https://openalex.org/W4387492731","https://openalex.org/W4388082677","https://openalex.org/W4388599766","https://openalex.org/W6980822197"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W3039673966","https://openalex.org/W4293699968","https://openalex.org/W2002351707","https://openalex.org/W2035096001","https://openalex.org/W2327035729","https://openalex.org/W2923621274","https://openalex.org/W2101918547","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Early":[0],"warnings":[1],"of":[2,57,65,112,129,138,200,207,244],"enterprise":[3,15,257],"credit":[4,16,23,176,258],"risk":[5,24,177,259],"based":[6],"on":[7],"supply":[8,28,184,262],"chain":[9,29,185,263],"scenarios":[10],"are":[11,30,203],"helpful":[12],"for":[13,164],"preventing":[14],"deterioration":[17],"and":[18,35,46,68,104,121,132,155,160,170,198,215,217,226,240,249,264],"resolving":[19],"systemic":[20],"risk.":[21],"Enterprise":[22],"data":[25,178],"in":[26,96,242,255,260],"the":[27,42,47,54,63,69,93,97,106,110,117,122,127,139,189,201,231,245,261],"characterized":[31],"by":[32,234],"higher\u2010dimension":[33],"information":[34,169,186],"class":[36,39,71,118,171],"imbalance.":[37,172],"The":[38,135],"imbalance":[40],"influences":[41],"feature":[43,48,66,88,113,124,130,224],"selection":[44,67,89,131],"effect,":[45],"subset":[49],"is":[50,75],"closely":[51],"related":[52],"to":[53,100,108,115,147,156],"predictive":[55],"performance":[56,111],"subsequent":[58,70,133],"learning":[59],"algorithms.":[60],"Therefore,":[61],"ensuring":[62,126],"adaptivity":[64,128],"imbalance\u2013oriented":[72,119],"classification":[73],"model":[74,84],"a":[76],"key":[77],"issue.":[78],"We":[79],"propose":[80],"an":[81],"AdaBoost":[82,98],"ensemble":[83,227],"with":[85,152],"fast":[86],"nondominated":[87],"(AdaFNDFS).":[90],"AdaFNDFS":[91,146,202,229,251],"uses":[92,105],"FNDFS":[94],"method":[95,144],"algorithm":[99],"iteratively":[101],"select":[102],"features":[103],"classifier":[107,120],"evaluate":[109],"subsets":[114],"train":[116],"best\u2010matched":[123],"subset,":[125],"classifiers.":[134],"further":[136],"use":[137,222],"differential":[140],"sampling":[141],"rate":[142],"(DSR)":[143],"enables":[145],"integrate":[148],"more":[149],"training":[150],"models":[151,209,220,233],"different":[153],"knowledge":[154],"obtain":[157],"higher":[158],"accuracy":[159],"better":[161,204],"generalization":[162],"ability":[163],"prediction":[165,190],"tasks":[166],"facing":[167],"high\u2010dimensional":[168],"A":[173],"test":[174],"using":[175],"from":[179],"Chinese":[180],"listed":[181],"enterprises":[182],"containing":[183],"demonstrates":[187],"that":[188,221],"scoring":[191],"indicators,":[192],"such":[193,210],"as":[194,211],"AUC,":[195],"KS,":[196],"AP,":[197,248],"accuracy,":[199],"than":[205],"those":[206],"basic":[208,232],"LR,":[212],"LDA,":[213],"DT,":[214],"SVM":[216],"multiple":[218],"hybrid":[219],"SMOTE,":[223],"selection,":[225],"methods.":[228],"outperforms":[230],"at":[235],"least":[236],"0.0073":[237],"(0.0344,":[238],"0.0349,":[239],"0.0071)":[241],"terms":[243],"AUC":[246],"(KS,":[247],"accuracy).":[250],"has":[252],"outstanding":[253],"advantages":[254],"predicting":[256],"can":[265],"support":[266],"interested":[267],"decision\u2010makers.":[268]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}
