{"id":"https://openalex.org/W4399269448","doi":"https://doi.org/10.1016/j.procs.2024.04.323","title":"Financial Evaluation of Urban Cooperative Banks - A Machine Learning Approach","display_name":"Financial Evaluation of Urban Cooperative Banks - A Machine Learning Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399269448","doi":"https://doi.org/10.1016/j.procs.2024.04.323"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2024.04.323","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.323","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2024.04.323","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066816434","display_name":"Triambica Gautam","orcid":null},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Triambica Gautam","raw_affiliation_strings":["Department fo HSS, Jaypee University of Information Technology, Solan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department fo HSS, Jaypee University of Information Technology, Solan, India","institution_ids":["https://openalex.org/I153954893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091544419","display_name":"Amit Srivastava","orcid":"https://orcid.org/0000-0002-7162-1678"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Srivastava","raw_affiliation_strings":["Department fo HSS, Jaypee University of Information Technology, Solan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department fo HSS, Jaypee University of Information Technology, Solan, India","institution_ids":["https://openalex.org/I153954893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052352119","display_name":"Shruti Jain","orcid":"https://orcid.org/0000-0002-7538-0584"},"institutions":[{"id":"https://openalex.org/I153954893","display_name":"Jaypee University of Information Technology","ror":"https://ror.org/00hshrf16","country_code":"IN","type":"education","lineage":["https://openalex.org/I153954893"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shruti Jain","raw_affiliation_strings":["Department of ECE, Jaypee University of Information Technology, Solan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ECE, Jaypee University of Information Technology, Solan, India","institution_ids":["https://openalex.org/I153954893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052352119"],"corresponding_institution_ids":["https://openalex.org/I153954893"],"apc_list":null,"apc_paid":null,"fwci":1.9155,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85334129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"235","issue":null,"first_page":"3428","last_page":"3437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9660999774932861,"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"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9660999774932861,"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"}},{"id":"https://openalex.org/T10127","display_name":"Banking stability, regulation, efficiency","score":0.9587000012397766,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9477999806404114,"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/computer-science","display_name":"Computer science","score":0.9043056964874268},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4021456241607666},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.362091600894928},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.339572012424469},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.06353044509887695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9043056964874268},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4021456241607666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.362091600894928},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.339572012424469},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.06353044509887695}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2024.04.323","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.323","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2024.04.323","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.323","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1603085383","https://openalex.org/W2019910842","https://openalex.org/W2789835146","https://openalex.org/W2990773020","https://openalex.org/W2996394080","https://openalex.org/W3031367864","https://openalex.org/W3047381418","https://openalex.org/W4224249028","https://openalex.org/W4313576026","https://openalex.org/W4318831399","https://openalex.org/W4322750977","https://openalex.org/W4379647178"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,156,178],"banking":[1,19,62],"industry":[2],"is":[3,21,121],"an":[4],"essential":[5],"component":[6],"of":[7,17,25,38,60,152],"the":[8,15,35,58,77,116,139,160,170],"world\u2019s":[9],"economy.":[10],"In":[11],"a":[12,18,51,125,195],"globalized":[13],"world,":[14],"strength":[16],"system":[20],"determined":[22],"by":[23,192],"each":[24],"its":[26,29],"components,":[27],"whatever":[28],"size.":[30],"This":[31],"calls":[32],"into":[33],"question":[34],"financial":[36],"viability":[37],"smaller":[39],"institutions":[40],"like":[41],"cooperative":[42],"banks.":[43],"Despite":[44],"their":[45],"tiny":[46],"size,":[47],"these":[48,81],"banks":[49],"play":[50],"crucial":[52],"role":[53],"in":[54,71,114],"extending":[55],"and":[56,93,120,148,169],"bolstering":[57],"reach":[59],"traditional":[61],"channels.":[63],"Scheduled":[64],"Urban":[65],"Cooperative":[66],"Banks":[67],"have":[68],"been":[69],"examined":[70],"this":[72],"research":[73],"to":[74,104,112,123,128,137,166,175],"better":[75],"understand":[76],"elements":[78],"that":[79],"affect":[80],"organizations\u2019":[82],"success":[83],"or":[84,180],"failure.":[85],"A":[86,106],"neural":[87,107,196],"network":[88,108,197],"model":[89,109,127],"with":[90,130],"five":[91],"input":[92,181],"four":[94,100],"output":[95,131,179],"variables":[96],"was":[97,110,164,173],"developed":[98,111],"over":[99],"years,":[101,184],"from":[102],"2019":[103],"2022.":[105],"aid":[113],"assessing":[115],"various":[117],"performance":[118],"metrics":[119],"used":[122],"examine":[124],"prediction":[126,198],"help":[129],"value":[132,158,172],"prediction.":[133],"R-values":[134],"were":[135,154],"monitored":[136],"achieve":[138],"lowest":[140],"possible":[141],"mean":[142],"square":[143],"error":[144],"for":[145,159,182],"training,":[146],"testing,":[147],"validation.":[149],"1000":[150],"epochs":[151],"experimentation":[153],"completed.":[155],"mu":[157],"six":[161],"validation":[162],"tests":[163],"found":[165],"be":[167,176,190],"1e10,":[168],"gradient":[171],"seen":[174],"1e-5.":[177],"future":[183],"if":[185],"any":[186],"are":[187],"available,":[188],"can":[189],"predicted":[191],"authors":[193],"using":[194],"model.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}