{"id":"https://openalex.org/W3124556785","doi":"https://doi.org/10.2139/ssrn.2787308","title":"A Comparison of Artificial Neural Network Model and Logistics Regression in Prediction of Companiess Bankruptcy (A Case Study of Tehran Stock Exchange)","display_name":"A Comparison of Artificial Neural Network Model and Logistics Regression in Prediction of Companiess Bankruptcy (A Case Study of Tehran Stock Exchange)","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W3124556785","doi":"https://doi.org/10.2139/ssrn.2787308","mag":"3124556785"},"language":"en","primary_location":{"id":"doi:10.19101/ijacr.2016.624010","doi":"https://doi.org/10.19101/ijacr.2016.624010","is_oa":true,"landing_page_url":"https://doi.org/10.19101/ijacr.2016.624010","pdf_url":"https://doi.org/10.19101/ijacr.2016.624010","source":{"id":"https://openalex.org/S4210230253","display_name":"International Journal of Advanced Computer Research","issn_l":"2249-7277","issn":["2249-7277","2277-7970"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.19101/ijacr.2016.624010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016333571","display_name":"Ali Mansouri","orcid":"https://orcid.org/0000-0002-7558-4800","observed_orcids":["https://orcid.org/0000-0002-7558-4800"]},"institutions":[{"id":"https://openalex.org/I4210162396","display_name":"Islamic Azad University Saveh","ror":"https://ror.org/053s4kp50","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210162396"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Mansouri","raw_affiliation_strings":["Department of Accounting, College of Human Science, Saveh Branch, Islamic Azad University, Saveh, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Accounting, College of Human Science, Saveh Branch, Islamic Azad University, Saveh, Iran","institution_ids":["https://openalex.org/I4210162396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020044131","display_name":"Arezoo Nazari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I131837588","display_name":"Islamic Azad University of Zanjan","ror":"https://ror.org/02bq60y92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I131837588"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Arezoo Nazari","raw_affiliation_strings":["Young Researchers and Elite Club, Zanjan Branch, Islamic Azad University, Zanjan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Young Researchers and Elite Club, Zanjan Branch, Islamic Azad University, Zanjan, Iran","institution_ids":["https://openalex.org/I131837588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052492799","display_name":"Morteza Ramazani","orcid":"https://orcid.org/0000-0001-8294-0546","observed_orcids":["https://orcid.org/0000-0001-8294-0546"]},"institutions":[{"id":"https://openalex.org/I99861883","display_name":"University of Zanjan","ror":"https://ror.org/05e34ej29","country_code":"IR","type":"education","lineage":["https://openalex.org/I99861883"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Morteza Ramazani","raw_affiliation_strings":["Department of Management and Accounting, University of Zanjan, Zanjan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management and Accounting, University of Zanjan, Zanjan, Iran","institution_ids":["https://openalex.org/I99861883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2284,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83715961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"6","issue":"24","first_page":"81","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9994999766349792,"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":0.9994999766349792,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.0003000000142492354,"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/T11918","display_name":"Forecasting Techniques and Applications","score":9.999999747378752e-05,"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/bankruptcy-prediction","display_name":"bankruptcy prediction","score":0.9359999895095825},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9800000190734863},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.9900000095367432},{"id":"https://openalex.org/keywords/financial-ratios","display_name":"financial ratios","score":0.968999981880188},{"id":"https://openalex.org/keywords/tehran-stock-exchange","display_name":"Tehran Stock Exchange","score":0.7149999737739563},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.6060000061988831},{"id":"https://openalex.org/keywords/financial-distress","display_name":"financial distress","score":0.5329999923706055}],"concepts":[{"id":"https://openalex.org/C504631918","wikidata":"https://www.wikidata.org/wiki/Q152074","display_name":"Bankruptcy","level":2,"score":0.7632049918174744},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7150800228118896},{"id":"https://openalex.org/C2777388754","wikidata":"https://www.wikidata.org/wiki/Q1664594","display_name":"Bankruptcy prediction","level":3,"score":0.6990824937820435},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.6400206089019775},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5229195356369019},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.49185895919799805},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.44802483916282654},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.33405885100364685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3237873911857605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3179352283477783},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21157428622245789},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.19638770818710327},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18045759201049805}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.19101/ijacr.2016.624010","doi":"https://doi.org/10.19101/ijacr.2016.624010","is_oa":true,"landing_page_url":"https://doi.org/10.19101/ijacr.2016.624010","pdf_url":"https://doi.org/10.19101/ijacr.2016.624010","source":{"id":"https://openalex.org/S4210230253","display_name":"International Journal of Advanced Computer Research","issn_l":"2249-7277","issn":["2249-7277","2277-7970"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Research","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.2787308","doi":"https://doi.org/10.2139/ssrn.2787308","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.2787308","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.19101/ijacr.2016.624010","doi":"https://doi.org/10.19101/ijacr.2016.624010","is_oa":true,"landing_page_url":"https://doi.org/10.19101/ijacr.2016.624010","pdf_url":"https://doi.org/10.19101/ijacr.2016.624010","source":{"id":"https://openalex.org/S4210230253","display_name":"International Journal of Advanced Computer Research","issn_l":"2249-7277","issn":["2249-7277","2277-7970"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Research","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3124556785.pdf","grobid_xml":"https://content.openalex.org/works/W3124556785.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W602543144","https://openalex.org/W1578516464","https://openalex.org/W1968182870","https://openalex.org/W1983476407","https://openalex.org/W1988221687","https://openalex.org/W1994157250","https://openalex.org/W2014504953","https://openalex.org/W2016207894","https://openalex.org/W2020848494","https://openalex.org/W2024933191","https://openalex.org/W2037614014","https://openalex.org/W2048801439","https://openalex.org/W2113143023","https://openalex.org/W2165035706","https://openalex.org/W3039706444","https://openalex.org/W7066026069"],"related_works":["https://openalex.org/W2410962420","https://openalex.org/W2186799974","https://openalex.org/W2142067620","https://openalex.org/W2187202787","https://openalex.org/W3185637639","https://openalex.org/W7096412985","https://openalex.org/W7164337064","https://openalex.org/W2992559470","https://openalex.org/W2906518491","https://openalex.org/W4283797266"],"abstract_inverted_index":{"And":[0],"finally":[1],"ANN":[2,40,66],"prediction":[3,44,56],"models":[4,14,41],"are":[5],"known":[6],"as":[7],"one":[8],"of":[9,28,39,45,57],"the":[10,17,36,43,55,58],"best":[11],"techniques":[12],"and":[13,21,67],"which":[15],"predict":[16],"companies\"":[18,46],"future":[19,47,60],"condition":[20,61],"estimate":[22],"bankruptcy\"s":[23],"contingency":[24],"applying":[25],"a":[26],"combination":[27],"some":[29],"financial":[30],"ratios.However,":[31],"in":[32,42,69,76],"order":[33,70],"to":[34,52,71],"prove":[35],"strong":[37],"capability":[38,75],"situation,":[48],"this":[49],"paper":[50],"aims":[51],"focus":[53],"on":[54],"company's":[59],"with":[62],"comparative":[63],"approach,":[64],"comparing":[65],"LR,":[68],"judge":[72],"about":[73],"their":[74],"prediction,":[77],"Research":[78]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-02-01T00:00:00"}
