{"id":"https://openalex.org/W3165349743","doi":"https://doi.org/10.1007/s00521-021-06114-3","title":"Research on early warning of agricultural credit and guarantee risk based on deep learning","display_name":"Research on early warning of agricultural credit and guarantee risk based on deep learning","publication_year":2021,"publication_date":"2021-05-23","ids":{"openalex":"https://openalex.org/W3165349743","doi":"https://doi.org/10.1007/s00521-021-06114-3","mag":"3165349743"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06114-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06114-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5100460067","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0001-6009-9450"},"institutions":[{"id":"https://openalex.org/I135836153","display_name":"Shenyang Agricultural University","ror":"https://ror.org/01n7x9n08","country_code":"CN","type":"education","lineage":["https://openalex.org/I135836153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["School of Economics and Management, Shenyang Agricultural University, Shenyang,, 110161, Liaoning, China","School of Economics and Management, Shenyang Agricultural University, Shenyang,, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shenyang Agricultural University, Shenyang,, 110161, Liaoning, China","institution_ids":["https://openalex.org/I135836153"]},{"raw_affiliation_string":"School of Economics and Management, Shenyang Agricultural University, Shenyang,, China","institution_ids":["https://openalex.org/I135836153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhenyu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]},{"id":"https://openalex.org/I135836153","display_name":"Shenyang Agricultural University","ror":"https://ror.org/01n7x9n08","country_code":"CN","type":"education","lineage":["https://openalex.org/I135836153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenyu Wang","raw_affiliation_strings":["School of Economics and Management, Shenyang Agricultural University, Shenyang,, 110161, Liaoning, China","School of Local Finance, Liaoning University, Shenyang,, 110136, Liaoning, China","School of Local Finance, Liaoning University, Shenyang,, China","School of Economics and Management, Shenyang Agricultural University, Shenyang,, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shenyang Agricultural University, Shenyang,, 110161, Liaoning, China","institution_ids":["https://openalex.org/I135836153"]},{"raw_affiliation_string":"School of Local Finance, Liaoning University, Shenyang,, 110136, Liaoning, China","institution_ids":["https://openalex.org/I118803816"]},{"raw_affiliation_string":"School of Local Finance, Liaoning University, Shenyang,, China","institution_ids":["https://openalex.org/I118803816"]},{"raw_affiliation_string":"School of Economics and Management, Shenyang Agricultural University, Shenyang,, China","institution_ids":["https://openalex.org/I135836153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101068657","display_name":"Jie Lv","orcid":"https://orcid.org/0009-0003-1597-5863"},"institutions":[{"id":"https://openalex.org/I135836153","display_name":"Shenyang Agricultural University","ror":"https://ror.org/01n7x9n08","country_code":"CN","type":"education","lineage":["https://openalex.org/I135836153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Lv","raw_affiliation_strings":["School of Economics and Management, Shenyang Agricultural University, Shenyang,, 110161, Liaoning, China","School of Economics and Management, Shenyang Agricultural University, Shenyang,, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shenyang Agricultural University, Shenyang,, 110161, Liaoning, China","institution_ids":["https://openalex.org/I135836153"]},{"raw_affiliation_string":"School of Economics and Management, Shenyang Agricultural University, Shenyang,, China","institution_ids":["https://openalex.org/I135836153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118803816","https://openalex.org/I135836153"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.1839,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86883735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"34","issue":"9","first_page":"6673","last_page":"6682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10987","display_name":"Microfinance and Financial Inclusion","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10987","display_name":"Microfinance and Financial Inclusion","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/T11789","display_name":"Land Rights and Reforms","score":0.9659000039100647,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.8129829168319702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.741691529750824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6547869443893433},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.6397120952606201},{"id":"https://openalex.org/keywords/credit-risk","display_name":"Credit risk","score":0.5910230875015259},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.5758854746818542},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5609827637672424},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.512679934501648},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5023958683013916},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5023670196533203},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4637179374694824},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4207399785518646},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4136841893196106},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.224832683801651},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16633960604667664}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8129829168319702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.741691529750824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6547869443893433},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.6397120952606201},{"id":"https://openalex.org/C178350159","wikidata":"https://www.wikidata.org/wiki/Q162714","display_name":"Credit risk","level":2,"score":0.5910230875015259},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5758854746818542},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5609827637672424},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.512679934501648},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5023958683013916},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5023670196533203},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4637179374694824},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4207399785518646},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4136841893196106},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.224832683801651},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16633960604667664},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-021-06114-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06114-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6800000071525574,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1988448057","https://openalex.org/W2123831971","https://openalex.org/W2366404327","https://openalex.org/W2756815061","https://openalex.org/W3023862044","https://openalex.org/W3165401052","https://openalex.org/W6600042225","https://openalex.org/W6819060087"],"related_works":["https://openalex.org/W2810330923","https://openalex.org/W2594436708","https://openalex.org/W4360994128","https://openalex.org/W2769441402","https://openalex.org/W3086240734","https://openalex.org/W2951850672","https://openalex.org/W2789476480","https://openalex.org/W3208882810","https://openalex.org/W2972862903","https://openalex.org/W3099765033"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
