{"id":"https://openalex.org/W3175836396","doi":"https://doi.org/10.1155/2021/1182557","title":"[Retracted] Construction and Simulation of Financial Audit Model Based on Convolutional Neural Network","display_name":"[Retracted] Construction and Simulation of Financial Audit Model Based on Convolutional Neural Network","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3175836396","doi":"https://doi.org/10.1155/2021/1182557","mag":"3175836396","pmid":"https://pubmed.ncbi.nlm.nih.gov/34306046"},"language":"en","primary_location":{"id":"doi:10.1155/2021/1182557","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1182557","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/1182557.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/1182557.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100357460","display_name":"Xiaoyi Zhang","orcid":"https://orcid.org/0000-0001-9502-9954"},"institutions":[{"id":"https://openalex.org/I4210159152","display_name":"Tongling University","ror":"https://ror.org/04kqvjg13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159152"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyi Zhang","raw_affiliation_strings":["School of Accounting, Tongling University, Tongling, Anhui 244061, China"],"raw_orcid":"https://orcid.org/0000-0001-9502-9954","affiliations":[{"raw_affiliation_string":"School of Accounting, Tongling University, Tongling, Anhui 244061, China","institution_ids":["https://openalex.org/I4210159152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100357460"],"corresponding_institution_ids":["https://openalex.org/I4210159152"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.8955,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76041257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2021","issue":"1","first_page":"1182557","last_page":"1182557"},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9372000098228455,"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":0.9372000098228455,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8088895678520203},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.755393385887146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6501579880714417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41644781827926636},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3856292963027954},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.3301520347595215},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21506357192993164}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8088895678520203},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.755393385887146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6501579880714417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41644781827926636},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3856292963027954},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.3301520347595215},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21506357192993164}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005375","descriptor_name":"Financial Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005375","descriptor_name":"Financial Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005375","descriptor_name":"Financial Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/1182557","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1182557","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/1182557.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:34306046","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34306046","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:f1a2fc98c97f40449c44547b097c5ce4","is_oa":true,"landing_page_url":"https://doaj.org/article/f1a2fc98c97f40449c44547b097c5ce4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8266457","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8266457","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/1182557","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/1182557","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/1182557.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330926","display_name":"Tongling University","ror":"https://ror.org/04kqvjg13"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3175836396.pdf","grobid_xml":"https://content.openalex.org/works/W3175836396.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2133022997","https://openalex.org/W2593262347","https://openalex.org/W2604599489","https://openalex.org/W2751199067","https://openalex.org/W2754191969","https://openalex.org/W2762466482","https://openalex.org/W2772920929","https://openalex.org/W2790666987","https://openalex.org/W2800569739","https://openalex.org/W2883526462","https://openalex.org/W2888971196","https://openalex.org/W2890297193","https://openalex.org/W2897596136","https://openalex.org/W2897733922","https://openalex.org/W2904409353","https://openalex.org/W2922351239","https://openalex.org/W2931068546","https://openalex.org/W2945150844","https://openalex.org/W2945775468","https://openalex.org/W2958384993","https://openalex.org/W2972426672","https://openalex.org/W3009225866","https://openalex.org/W3010957596","https://openalex.org/W3014804840","https://openalex.org/W3014841719","https://openalex.org/W3016548657","https://openalex.org/W3081529931","https://openalex.org/W3093802222","https://openalex.org/W3113150236","https://openalex.org/W3122230257","https://openalex.org/W3123384580","https://openalex.org/W3144900136","https://openalex.org/W3162861421","https://openalex.org/W4234423522"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2404937507","https://openalex.org/W3121186197","https://openalex.org/W2373849942","https://openalex.org/W151161666","https://openalex.org/W2030757640","https://openalex.org/W2118407572","https://openalex.org/W2071653420","https://openalex.org/W1967231687","https://openalex.org/W3101499207"],"abstract_inverted_index":{"Big":[0],"data":[1,26,60,66,84,215,259],"has":[2,272],"brought":[3],"a":[4],"new":[5,71],"round":[6],"of":[7,14,17,24,35,38,41,53,74,91,108,129,145,156,171,183,191,199,209,244,265],"information":[8],"revolution.":[9],"Faced":[10],"with":[11,250],"the":[12,28,33,36,70,88,127,130,143,154,157,168,172,189,196,206,225,232,240,245,256,266],"goal":[13,37],"full":[15,22,39],"coverage":[16,40],"audit":[18,42,67,121,132,214,234,258],"and":[19,43,47,58,63,110,179,205,219,228],"supervision,":[20],"making":[21],"use":[23],"big":[25,65],"is":[27,49,203,217,261],"main":[29],"method":[30],"to":[31,82,125,153,166],"promote":[32],"realization":[34],"supervision.":[44],"Data":[45],"analysis":[46,61],"utilization":[48],"an":[50],"indispensable":[51],"task":[52],"auditing.":[54,75,93],"Actively":[55],"exploring":[56],"multidimensional":[57],"intelligent":[59],"methods":[62],"developing":[64],"cases":[68],"are":[69,187],"development":[72],"direction":[73],"The":[76,176,236],"convolutional":[77,98,136,158,173,200,246],"neural":[78,99,137,159,174,201,247],"network's":[79],"excellent":[80],"ability":[81],"extract":[83],"features":[85],"well":[86],"meets":[87],"relevant":[89],"requirements":[90],"financial":[92,120,131,213,233,257],"However,":[94],"in":[95,112,119,255],"practical":[96],"applications,":[97],"networks":[100,202],"often":[101],"encounter":[102],"various":[103],"problems":[104],"such":[105],"as":[106],"disappearance":[107],"gradients":[109],"difficulty":[111],"convergence,":[113],"which":[114],"reduces":[115],"its":[116],"expected":[117],"performance":[118,128,208],"applications.":[122],"In":[123],"order":[124],"make":[126],"model":[133,249],"based":[134],"on":[135,195,212,224,231],"network":[138,160,226,248],"more":[139],"excellent,":[140],"after":[141],"summarizing":[142],"characteristics":[144],"genetic":[146,151,164],"algorithm,":[147],"this":[148],"article":[149],"applies":[150],"algorithm":[152,165,254],"optimization":[155,230],"model.":[161],"We":[162,221],"applied":[163],"optimize":[167],"initial":[169],"weights":[170],"network.":[175],"error":[177,242],"sensitivity":[178],"learning":[180,193,252],"rate":[181,243,253],"changes":[182],"different":[184,192],"hidden":[185],"layers":[186],"discussed,":[188],"influence":[190],"rates":[194],"convergence":[197],"speed":[198],"analyzed,":[204],"recognition":[207,241],"other":[210],"algorithms":[211],"sets":[216],"simulated":[218],"compared.":[220],"conducted":[222],"experiments":[223],"structure":[227],"parameter":[229],"database.":[235],"results":[237],"show":[238],"that":[239,264],"improved":[251],"set":[260],"lower":[262],"than":[263],"multilayer":[267],"feedforward":[268],"network,":[269],"so":[270],"it":[271],"better":[273],"performance.":[274]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-07-05T00:00:00"}