{"id":"https://openalex.org/W7152641119","doi":"https://doi.org/10.1109/icecet63943.2025.11472153","title":"AI-Powered Predictive Models for Early Detection of Business Failures in the U.S.","display_name":"AI-Powered Predictive Models for Early Detection of Business Failures in the U.S.","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152641119","doi":"https://doi.org/10.1109/icecet63943.2025.11472153"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-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/A5087405457","display_name":"D. R. Rahul","orcid":"https://orcid.org/0000-0002-4215-1769"},"institutions":[{"id":"https://openalex.org/I46896759","display_name":"Midwestern State University","ror":"https://ror.org/00t30ch44","country_code":"US","type":"education","lineage":["https://openalex.org/I46896759"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dipon Das Rahul","raw_affiliation_strings":["Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308"],"affiliations":[{"raw_affiliation_string":"Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308","institution_ids":["https://openalex.org/I46896759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133312559","display_name":"Istiaque Mahmud","orcid":null},"institutions":[{"id":"https://openalex.org/I46896759","display_name":"Midwestern State University","ror":"https://ror.org/00t30ch44","country_code":"US","type":"education","lineage":["https://openalex.org/I46896759"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Istiaque Mahmud","raw_affiliation_strings":["Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308"],"affiliations":[{"raw_affiliation_string":"Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308","institution_ids":["https://openalex.org/I46896759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133266516","display_name":"Md Tariquzzaman","orcid":null},"institutions":[{"id":"https://openalex.org/I103527128","display_name":"Southern Arkansas University","ror":"https://ror.org/036sak533","country_code":"US","type":"education","lineage":["https://openalex.org/I103527128"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MD Tariquzzaman","raw_affiliation_strings":["Southern Arkansas University,Department of College of Science and Engineering,Magnolia,Arkansas,US,71753"],"affiliations":[{"raw_affiliation_string":"Southern Arkansas University,Department of College of Science and Engineering,Magnolia,Arkansas,US,71753","institution_ids":["https://openalex.org/I103527128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133277519","display_name":"Samia Akter","orcid":null},"institutions":[{"id":"https://openalex.org/I46896759","display_name":"Midwestern State University","ror":"https://ror.org/00t30ch44","country_code":"US","type":"education","lineage":["https://openalex.org/I46896759"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samia Akter","raw_affiliation_strings":["Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308"],"affiliations":[{"raw_affiliation_string":"Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308","institution_ids":["https://openalex.org/I46896759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133242352","display_name":"Hasan Aqif","orcid":null},"institutions":[{"id":"https://openalex.org/I46896759","display_name":"Midwestern State University","ror":"https://ror.org/00t30ch44","country_code":"US","type":"education","lineage":["https://openalex.org/I46896759"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hasan Aqif","raw_affiliation_strings":["Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308"],"affiliations":[{"raw_affiliation_string":"Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308","institution_ids":["https://openalex.org/I46896759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119037248","display_name":"Faisal Yousuf Osman","orcid":null},"institutions":[{"id":"https://openalex.org/I46896759","display_name":"Midwestern State University","ror":"https://ror.org/00t30ch44","country_code":"US","type":"education","lineage":["https://openalex.org/I46896759"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Faisal Yousuf Osman","raw_affiliation_strings":["Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308"],"affiliations":[{"raw_affiliation_string":"Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308","institution_ids":["https://openalex.org/I46896759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126782156","display_name":"Sayer Bin Shafi","orcid":null},"institutions":[{"id":"https://openalex.org/I46896759","display_name":"Midwestern State University","ror":"https://ror.org/00t30ch44","country_code":"US","type":"education","lineage":["https://openalex.org/I46896759"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sayer Bin Shafi","raw_affiliation_strings":["Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308"],"affiliations":[{"raw_affiliation_string":"Midwestern State University,Department of Dillard College of Business Administration,Wichita Falls,Texas,US,76308","institution_ids":["https://openalex.org/I46896759"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106867614","display_name":"Hasan Mahmud Sozib","orcid":null},"institutions":[{"id":"https://openalex.org/I135564639","display_name":"Ahsanullah University of Science and Technology","ror":"https://ror.org/04wfbp123","country_code":"BD","type":"education","lineage":["https://openalex.org/I135564639"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Hasan Mahmud Sozib","raw_affiliation_strings":["Ahsanullah University of Science and Technology,Department of Electrical and Electronic Engineering,Dhaka,Bangladesh,1208"],"affiliations":[{"raw_affiliation_string":"Ahsanullah University of Science and Technology,Department of Electrical and Electronic Engineering,Dhaka,Bangladesh,1208","institution_ids":["https://openalex.org/I135564639"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5087405457"],"corresponding_institution_ids":["https://openalex.org/I46896759"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88463625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.8156999945640564,"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":0.8156999945640564,"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":0.029500000178813934,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.006000000052154064,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.2451000064611435},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.24369999766349792},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.24050000309944153},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.23479999601840973},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.23440000414848328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5203999876976013},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2809999883174896},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2451000064611435},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.24369999766349792},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.24050000309944153},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.23479999601840973},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.23440000414848328},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23399999737739563},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.23309999704360962},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.23090000450611115}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W3126216173","https://openalex.org/W3126720980","https://openalex.org/W3199764453","https://openalex.org/W3214597067","https://openalex.org/W4205556360","https://openalex.org/W4207058779","https://openalex.org/W4220755099","https://openalex.org/W4223932288","https://openalex.org/W4225562650","https://openalex.org/W4283811805","https://openalex.org/W4392193587","https://openalex.org/W4393945697","https://openalex.org/W4398171106","https://openalex.org/W4402071593","https://openalex.org/W4410059682"],"related_works":[],"abstract_inverted_index":{"This":[0],"research":[1,42],"examines":[2,43],"the":[3,10,17,26,41,44,77,81,97,110],"effectiveness":[4],"of":[5,13,47,74,99,102,112,128],"AI-based":[6],"predictive":[7,60],"models":[8],"for":[9],"early":[11,129],"detection":[12],"business":[14],"failures":[15],"in":[16],"United":[18],"States.":[19],"Based":[20],"on":[21,76],"a":[22,54,88,100,118,125],"rich":[23],"dataset":[24,78],"from":[25,38,80],"FMCG":[27],"industry":[28],"that":[29,121],"includes":[30],"financial":[31,113],"as":[32,34],"well":[33],"transactional":[35],"data":[36],"derived":[37],"3,562":[39],"firms,":[40],"comparative":[45],"performance":[46],"machine":[48],"learning":[49],"algorithms,":[50],"XGBoost,":[51],"LSTM,":[52],"and":[53,65,106],"hybrid":[55,82],"LSTM+XGBoost":[56,83],"model.":[57],"To":[58],"enhance":[59],"performance,":[61],"feature":[62],"engineering,":[63],"resampling,":[64],"dimensionality":[66],"reduction":[67],"approaches":[68],"were":[69],"used.":[70],"The":[71,94],"best":[72],"accuracy":[73],"99.68%":[75],"came":[79],"model,":[84],"which":[85],"was":[86],"quite":[87],"lot":[89],"more":[90],"than":[91],"standalone":[92],"models.":[93],"results":[95],"show":[96],"ability":[98],"combination":[101],"temporal":[103],"pattern":[104],"extraction":[105],"gradient":[107],"boosting":[108],"within":[109],"context":[111],"risk":[114],"assessment":[115],"to":[116],"have":[117],"transformative":[119],"potential":[120],"provides":[122],"stakeholders":[123],"with":[124],"potent":[126],"means":[127],"intervention.":[130]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}
