{"id":"https://openalex.org/W3125499840","doi":"https://doi.org/10.3233/jifs-201495","title":"Neural network classifier for automatic course-keeping based on fuzzy logic","display_name":"Neural network classifier for automatic course-keeping based on fuzzy logic","publication_year":2021,"publication_date":"2021-01-19","ids":{"openalex":"https://openalex.org/W3125499840","doi":"https://doi.org/10.3233/jifs-201495","mag":"3125499840"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-201495","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201495","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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 Intelligent &amp; Fuzzy Systems","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/A5045260458","display_name":"Nelly Sedova","orcid":"https://orcid.org/0000-0003-4612-7843"},"institutions":[{"id":"https://openalex.org/I89763489","display_name":"Vladivostok State University of Economics and Service","ror":"https://ror.org/04q970a97","country_code":"RU","type":"education","lineage":["https://openalex.org/I89763489"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nelly Sedova","raw_affiliation_strings":["Department of Information Technologies and Systems, Vladivostok State University of Economics and Service, Vladivostok, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Department of Information Technologies and Systems, Vladivostok State University of Economics and Service, Vladivostok, Russian Federation","institution_ids":["https://openalex.org/I89763489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071066373","display_name":"Viktor A. Sedov","orcid":"https://orcid.org/0000-0002-1503-6626"},"institutions":[{"id":"https://openalex.org/I158110174","display_name":"Admiral Nevelskoy Maritime State University","ror":"https://ror.org/04vwnq582","country_code":"RU","type":"education","lineage":["https://openalex.org/I158110174"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Viktor Sedov","raw_affiliation_strings":["Department of Electrician Theoretical Bases, Maritime State University named after G.I.Nevelskoy, Vladivostok, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Department of Electrician Theoretical Bases, Maritime State University named after G.I.Nevelskoy, Vladivostok, Russian Federation","institution_ids":["https://openalex.org/I158110174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009215189","display_name":"Ruslan Bazhenov","orcid":"https://orcid.org/0000-0003-2668-1142"},"institutions":[{"id":"https://openalex.org/I4210150127","display_name":"Sholem Aleichem Amur State University","ror":"https://ror.org/04z4pf693","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210150127"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Ruslan Bazhenov","raw_affiliation_strings":["Department of Information Systems and Mathematics, Sholom-Aleichem Priamursky State University, Birobidzhan, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Mathematics, Sholom-Aleichem Priamursky State University, Birobidzhan, Russian Federation","institution_ids":["https://openalex.org/I4210150127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112891864","display_name":"Sergey Bogatenkov","orcid":null},"institutions":[{"id":"https://openalex.org/I107640659","display_name":"South Ural State University","ror":"https://ror.org/03sfk2504","country_code":"RU","type":"education","lineage":["https://openalex.org/I107640659"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey Bogatenkov","raw_affiliation_strings":["Department of Information Technology in Economics, South Ural State University, Chelyabinsk, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology in Economics, South Ural State University, Chelyabinsk, Russian Federation","institution_ids":["https://openalex.org/I107640659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009215189"],"corresponding_institution_ids":["https://openalex.org/I4210150127"],"apc_list":null,"apc_paid":null,"fwci":1.0186,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73854908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"40","issue":"3","first_page":"4683","last_page":"4694"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13578","display_name":"Stonefly species taxonomy and ecology","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9596999883651733,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7304648756980896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.726406991481781},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6731104850769043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6102404594421387},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4404640793800354},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4128764271736145},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4021054804325104},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.22083860635757446}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7304648756980896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.726406991481781},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6731104850769043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6102404594421387},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4404640793800354},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4128764271736145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4021054804325104},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.22083860635757446}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-201495","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201495","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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 Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.7400000095367432,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W175906950","https://openalex.org/W284501278","https://openalex.org/W1991750513","https://openalex.org/W2021674999","https://openalex.org/W2039281082","https://openalex.org/W2129801464","https://openalex.org/W2155546898","https://openalex.org/W2534163641","https://openalex.org/W2903653974","https://openalex.org/W2904312363","https://openalex.org/W2944085074","https://openalex.org/W2944291991","https://openalex.org/W2970272291","https://openalex.org/W3000626952","https://openalex.org/W4205608754","https://openalex.org/W6679207500","https://openalex.org/W6683102476","https://openalex.org/W6756441241","https://openalex.org/W6762081126","https://openalex.org/W6762199921","https://openalex.org/W6767344499"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4205958290","https://openalex.org/W2556319748"],"abstract_inverted_index":{"The":[0,89,137,166],"authors":[1,167],"continued":[2],"their":[3],"research":[4],"on":[5,18,29,83,157],"the":[6,26,59,69,77,80,110,124,129,133,140,143,151,158],"development":[7,144],"of":[8,39,43,61,72,79,91,102,123,132,145,153,160],"an":[9,95],"intelligent":[10],"automatic":[11],"ships":[12],"pilot":[13],"containing":[14],"a":[15,30,36,50,62,146,161],"controller":[16],"based":[17,28],"fuzzy":[19],"logic.":[20],"Its":[21],"features":[22],"are":[23],"determined":[24],"by":[25],"optimizer":[27],"genetic":[31],"algorithm.":[32],"It":[33],"also":[34],"contains":[35],"modular":[37],"unit":[38],"neural":[40,51,63,147,184],"network":[41,52,64,148,185],"models":[42],"ship":[44,81],"navigation":[45],"paths,":[46],"as":[47,49,115,176],"well":[48],"classifier.":[53],"This":[54],"paper":[55],"is":[56],"devoted":[57],"to":[58,67,75,94,106],"description":[60],"classifier":[65,93,149],"designed":[66],"classify":[68],"movement":[70],"patterns":[71],"marine":[73],"vessels":[74],"identify":[76],"peculiarities":[78],"depending":[82],"its":[84,154],"type":[85],"and":[86,104,150,173,187],"sailing":[87],"conditions.":[88],"introduction":[90],"such":[92,114,169],"autopilot":[96],"allows":[97],"for":[98,171],"more":[99],"precise":[100],"consideration":[101],"multivariate":[103],"difficult":[105],"formalize":[107],"factors":[108],"affecting":[109],"vessel":[111,134,164],"while":[112],"operating,":[113],"varying":[116],"weather":[117],"conditions,":[118],"irregular":[119],"waves,":[120],"hydrodynamic":[121],"characteristics":[122],"vessel,":[125],"draft,":[126],"water":[127],"under":[128],"keel,":[130],"rate":[131],"sailing,":[135],"etc.":[136],"article":[138],"outlines":[139],"technique":[141],"concerning":[142],"results":[152],"computer":[155,188],"modelling":[156],"example":[159],"refrigerated":[162],"transport":[163],"type.":[165],"used":[168],"methods":[170],"obtaining":[172],"processing":[174],"findings":[175],"spectral":[177],"estimation,":[178],"machine":[179],"learning":[180],"methods,":[181],"in":[182],"particular,":[183],"technology":[186],"or":[189],"simulation":[190],"modelling.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
