{"id":"https://openalex.org/W3006121923","doi":"https://doi.org/10.3233/jcm-194015","title":"Research of fuzzy implications via fuzzy linear regression in data analysis for a fuzzy model","display_name":"Research of fuzzy implications via fuzzy linear regression in data analysis for a fuzzy model","publication_year":2020,"publication_date":"2020-02-11","ids":{"openalex":"https://openalex.org/W3006121923","doi":"https://doi.org/10.3233/jcm-194015","mag":"3006121923"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-194015","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-194015","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5007508858","display_name":"G. Ellina","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"G. Ellina","raw_affiliation_strings":["Department of Civil Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030721192","display_name":"G. Papaschinopoulos","orcid":"https://orcid.org/0000-0001-9299-7933"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"G. Papaschinopoulos","raw_affiliation_strings":["Department of Environmental Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052585981","display_name":"Basil Papadopoulos","orcid":"https://orcid.org/0000-0001-6519-895X"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"B.K. Papadopoulos","raw_affiliation_strings":["Department of Civil Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007508858"],"corresponding_institution_ids":["https://openalex.org/I147962203"],"apc_list":null,"apc_paid":null,"fwci":0.6253,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.68101428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"20","issue":"3","first_page":"879","last_page":"888"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11634","display_name":"Water Quality and Pollution Assessment","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11634","display_name":"Water Quality and Pollution Assessment","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9609000086784363,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9200999736785889,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6898641586303711},{"id":"https://openalex.org/keywords/eutrophication","display_name":"Eutrophication","score":0.6674203872680664},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4612968862056732},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.4431869089603424},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41679617762565613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3985719680786133},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3860613703727722},{"id":"https://openalex.org/keywords/nutrient","display_name":"Nutrient","score":0.37335535883903503},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.33281147480010986},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.32326430082321167},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20400530099868774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14006593823432922}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6898641586303711},{"id":"https://openalex.org/C186699998","wikidata":"https://www.wikidata.org/wiki/Q156698","display_name":"Eutrophication","level":3,"score":0.6674203872680664},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4612968862056732},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.4431869089603424},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41679617762565613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3985719680786133},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3860613703727722},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.37335535883903503},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.33281147480010986},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.32326430082321167},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20400530099868774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14006593823432922}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-194015","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-194015","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W109505795","https://openalex.org/W1898259180","https://openalex.org/W1911678676","https://openalex.org/W1975816373","https://openalex.org/W1983116476","https://openalex.org/W1997790900","https://openalex.org/W2084969824","https://openalex.org/W2090490728","https://openalex.org/W2142905542","https://openalex.org/W2236125683","https://openalex.org/W2274200816","https://openalex.org/W2596525277","https://openalex.org/W2758673180","https://openalex.org/W2877120698","https://openalex.org/W4240825885","https://openalex.org/W6694507738","https://openalex.org/W6734631453","https://openalex.org/W7051765665"],"related_works":["https://openalex.org/W87675884","https://openalex.org/W154406135","https://openalex.org/W2132859092","https://openalex.org/W2320922716","https://openalex.org/W2166637398","https://openalex.org/W2384503959","https://openalex.org/W2181335288","https://openalex.org/W2012019755","https://openalex.org/W2374152511","https://openalex.org/W2013143463"],"abstract_inverted_index":{"The":[0,196],"effect":[1],"of":[2,16,32,39,63,85,118,142,164,178,188,198,208],"eutrophication":[3,123],"is":[4,105,114,169,202],"characterized":[5],"by":[6,69],"dense":[7],"algal":[8],"and":[9,83,89,102,217],"plant":[10],"growth":[11],"due":[12],"to":[13,29,115],"the":[14,30,37,50,58,61,73,81,95,119,150,157,162,165,189,199,203,206,209,215,218],"enrichment":[15],"nutrients":[17,44],"for":[18,67,109,122,186,205],"photosynthesis.":[19],"As":[20,55],"a":[21,40,56,100,176],"result,":[22,57],"it":[23],"often":[24],"plays":[25],"an":[26,106],"important":[27],"role":[28],"formation":[31],"plants":[33,52],"that":[34],"float":[35],"in":[36,47,72,156,220],"surface":[38],"water":[41,97],"body.":[42],"When":[43],"are":[45,139],"increasing":[46],"aquatic":[48],"ecosystems,":[49],"photosynthetic":[51],"grow":[53],"rapidly.":[54],"algae":[59],"limit":[60],"amount":[62],"dissolved":[64],"oxygen":[65],"required":[66],"respiration":[68],"other":[70],"species":[71],"water.":[74],"Multi-criteria":[75],"analysis":[76],"has":[77],"helped":[78],"us":[79],"towards":[80],"understanding":[82],"estimation":[84],"all":[86,187],"physical,":[87],"chemical":[88],"biological":[90],"functions.":[91],"In":[92,135,171],"this":[93,136,172,221],"paper,":[94,173],"examined":[96],"body,":[98],"as":[99],"rich":[101],"variable":[103],"system,":[104],"ideal":[107],"case":[108],"our":[110],"study.":[111],"Our":[112],"purpose":[113],"investigate":[116],"some":[117],"factors":[120,191],"responsible":[121],"(water":[124],"temperature,":[125],"nitrates,":[126],"total":[127],"phosphorus,":[128],"Secchi":[129],"depth,":[130],"chlorophyll-a)":[131],"using":[132],"fuzzy":[133,143,180,184,212],"logic.":[134],"method,":[137],"there":[138],"infinite":[140],"numbers":[141,185],"implications":[144,181],"which":[145],"can":[146,152],"be":[147],"used,":[148],"since":[149],"proposition":[151],"take":[153],"any":[154],"value":[155,201],"close":[158],"interval":[159],"[0,1];":[160],"hence,":[161],"investigation":[163],"most":[166,210],"appropriate":[167,211],"implication":[168,213],"required.":[170],"we":[174],"propose":[175],"method":[177],"evaluating":[179],"constructing":[182],"triangular":[183],"studied":[190],"coming":[192],"from":[193],"statistical":[194],"data.":[195],"deviation":[197],"true":[200],"key":[204],"selection":[207],"describing":[214],"functions":[216],"mechanisms":[219],"ecosystem.":[222]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-22T06:01:30.510260","created_date":"2025-10-10T00:00:00"}
