{"id":"https://openalex.org/W2939919078","doi":"https://doi.org/10.3390/sym11040548","title":"The Development of a Fuzzy Logic System in a Stochastic Environment with Normal Distribution Variables for Cash Flow Deficit Detection in Corporate Loan Policy","display_name":"The Development of a Fuzzy Logic System in a Stochastic Environment with Normal Distribution Variables for Cash Flow Deficit Detection in Corporate Loan Policy","publication_year":2019,"publication_date":"2019-04-16","ids":{"openalex":"https://openalex.org/W2939919078","doi":"https://doi.org/10.3390/sym11040548","mag":"2939919078"},"language":"en","primary_location":{"id":"doi:10.3390/sym11040548","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym11040548","pdf_url":"https://www.mdpi.com/2073-8994/11/4/548/pdf?version=1556098703","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/11/4/548/pdf?version=1556098703","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079631696","display_name":"Marcel-Ioan Bolo\u0219","orcid":null},"institutions":[{"id":"https://openalex.org/I162871001","display_name":"University of Oradea","ror":"https://ror.org/00wzhv093","country_code":"RO","type":"education","lineage":["https://openalex.org/I162871001"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marcel-Ioan Bolo\u0219","raw_affiliation_strings":["Department of Finance and Banks, University of Oradea, 410087 Oradea, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Finance and Banks, University of Oradea, 410087 Oradea, Romania","institution_ids":["https://openalex.org/I162871001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011338882","display_name":"Ioana-Alexandra Bradea","orcid":null},"institutions":[{"id":"https://openalex.org/I88491126","display_name":"Bucharest University of Economic Studies","ror":"https://ror.org/04yvncj21","country_code":"RO","type":"education","lineage":["https://openalex.org/I88491126"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioana-Alexandra Bradea","raw_affiliation_strings":["Department of Informatics and Cybernetics, Bucharest University of Economic Studies, 010552 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Cybernetics, Bucharest University of Economic Studies, 010552 Bucharest, Romania","institution_ids":["https://openalex.org/I88491126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024081062","display_name":"Camelia Delcea","orcid":"https://orcid.org/0000-0003-3589-1969"},"institutions":[{"id":"https://openalex.org/I88491126","display_name":"Bucharest University of Economic Studies","ror":"https://ror.org/04yvncj21","country_code":"RO","type":"education","lineage":["https://openalex.org/I88491126"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Camelia Delcea","raw_affiliation_strings":["Department of Informatics and Cybernetics, Bucharest University of Economic Studies, 010552 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0003-3589-1969","affiliations":[{"raw_affiliation_string":"Department of Informatics and Cybernetics, Bucharest University of Economic Studies, 010552 Bucharest, Romania","institution_ids":["https://openalex.org/I88491126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024081062"],"corresponding_institution_ids":["https://openalex.org/I88491126"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":0.8342,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7370994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"4","first_page":"548","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9879999756813049,"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/T11365","display_name":"Islamic Finance and Banking Studies","score":0.9876000285148621,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.7586559057235718},{"id":"https://openalex.org/keywords/cash-flow","display_name":"Cash flow","score":0.7014694809913635},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5332132577896118},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5203877687454224},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.47235116362571716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.459311306476593},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4398559033870697},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4308611750602722},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38870686292648315},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.35890015959739685},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.32915225625038147},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2651638686656952},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23695391416549683},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22738489508628845},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.22351837158203125}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.7586559057235718},{"id":"https://openalex.org/C163428354","wikidata":"https://www.wikidata.org/wiki/Q1047513","display_name":"Cash flow","level":2,"score":0.7014694809913635},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5332132577896118},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5203877687454224},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.47235116362571716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.459311306476593},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4398559033870697},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4308611750602722},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38870686292648315},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.35890015959739685},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.32915225625038147},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2651638686656952},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23695391416549683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22738489508628845},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.22351837158203125}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/sym11040548","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym11040548","pdf_url":"https://www.mdpi.com/2073-8994/11/4/548/pdf?version=1556098703","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:aaf37defe5b343e6add055d3afed2600","is_oa":true,"landing_page_url":"https://doaj.org/article/aaf37defe5b343e6add055d3afed2600","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":"Symmetry, Vol 11, Iss 4, p 548 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/sym11040548","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym11040548","pdf_url":"https://www.mdpi.com/2073-8994/11/4/548/pdf?version=1556098703","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W12688548","https://openalex.org/W1473730842","https://openalex.org/W1970104171","https://openalex.org/W1992176519","https://openalex.org/W1995499986","https://openalex.org/W2014931692","https://openalex.org/W2106147350","https://openalex.org/W2155400688","https://openalex.org/W2167322073","https://openalex.org/W2168450146","https://openalex.org/W2332760256","https://openalex.org/W2560428384","https://openalex.org/W2592610006","https://openalex.org/W2766189437","https://openalex.org/W2766197764","https://openalex.org/W2770917824","https://openalex.org/W2804719046","https://openalex.org/W2810274624","https://openalex.org/W2810763426","https://openalex.org/W2822638269","https://openalex.org/W2892785338","https://openalex.org/W2895298544","https://openalex.org/W2896112859","https://openalex.org/W2896743770","https://openalex.org/W2898257466","https://openalex.org/W2899193396","https://openalex.org/W2899515532","https://openalex.org/W2899758311","https://openalex.org/W2900290573","https://openalex.org/W2901266101","https://openalex.org/W2901420632","https://openalex.org/W2901946023","https://openalex.org/W2903062611","https://openalex.org/W2903358465","https://openalex.org/W2904996177","https://openalex.org/W2911358254","https://openalex.org/W2914924619","https://openalex.org/W4249749961"],"related_works":["https://openalex.org/W4386251173","https://openalex.org/W2375613330","https://openalex.org/W1866239256","https://openalex.org/W1486684451","https://openalex.org/W2116249946","https://openalex.org/W2801459815","https://openalex.org/W2099285375","https://openalex.org/W4361273540","https://openalex.org/W4361984403","https://openalex.org/W4317826560"],"abstract_inverted_index":{"This":[0,154],"paper":[1,57],"develops":[2],"a":[3,185],"Mamdani":[4,213],"fuzzy":[5,12,63,74,89,98,120,128,181,214,269],"logic":[6,121,129,215],"system":[7,130],"(FLS)":[8],"that":[9,70],"has":[10,156],"stochastic":[11,62,97,180],"input":[13],"variables":[14,69,99,182,200],"designed":[15],"to":[16,41,48,83,107,166,235,249,253,261],"identify":[17],"cash-flow":[18,31,145,223],"deficits":[19,25,192],"in":[20,59,187,240],"bank":[21],"lending":[22],"policies.":[23],"These":[24],"do":[26],"not":[27,245],"cover":[28,167,250],"the":[29,35,96,103,109,114,118,127,141,144,157,161,168,176,179,189,194,212,221,242,257,268],"available":[30,222],"(CFA)":[32],"resulting":[33,147],"from":[34,148],"company\u2019s":[36],"operating":[37],"activity.":[38],"Thus,":[39],"due":[40],"these":[42,199,208],"deficits,":[43],"solutions":[44],"must":[45],"be":[46],"identified":[47],"avoid":[49],"companies\u2019":[50],"financial":[51,164,254],"difficulties.":[52],"The":[53,92,123,136,170,227],"novelty":[54],"of":[55,68,95,102,125,143,159,178,198],"this":[56],"lies":[58],"its":[60,251,272],"using":[61,117,211],"variables,":[64,85],"or":[65],"those":[66],"categories":[67],"are":[71,218,232],"defined":[72],"by":[73,77,88],"sets,":[75],"characterized":[76,87],"normally":[78],"distributed":[79],"density":[80],"functions":[81],"specific":[82],"random":[84],"and":[86,151,193,266],"membership":[90],"functions.":[91],"variation":[93],"intervals":[94],"allow":[100],"identification":[101,177],"probabilistic":[104,209],"risk":[105,238],"situations":[106,239],"which":[108,183,241],"company":[110,243],"is":[111,131,138,173],"exposed":[112],"during":[113],"crediting":[115],"period":[116],"Mamdani-type":[119],"system.":[122],"mechanism":[124],"implementing":[126],"based":[132,139,174],"on":[133,140,175,207],"two":[134],"stages.":[135],"first":[137],"determination":[142],"requirements":[146],"loan":[149],"reimbursement":[150],"interest":[152],"rates.":[153],"stage":[155,172],"role":[158,186],"determining":[160],"need":[162],"for":[163,220,230],"resources":[165,248],"liabilities.":[169],"second":[171],"have":[184,246],"influencing":[188],"cash":[190],"flow":[191],"probability":[195,204,237],"values":[196,229],"estimation":[197],"taking":[201],"into":[202],"account":[203],"calculations.":[205],"Based":[206],"values,":[210],"system,":[216],"estimations":[217],"computed":[219],"(the":[224],"output":[225],"variable).":[226],"estimated":[228],"CFA":[231],"then":[233],"used":[234],"detect":[236],"will":[244],"enough":[247],"liabilities":[252],"creditors.":[255],"All":[256],"FLS":[258],"calculations":[259],"refer":[260],"future":[262],"time":[263],"periods.":[264],"Testing":[265],"simulating":[267],"controller":[270],"confirms":[271],"functionality.":[273]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
