{"id":"https://openalex.org/W2943834037","doi":"https://doi.org/10.3233/jifs-182518","title":"A two-layer Wang-Mendel fuzzy approach for predicting the residuary resistance of sailing yachts","display_name":"A two-layer Wang-Mendel fuzzy approach for predicting the residuary resistance of sailing yachts","publication_year":2019,"publication_date":"2019-05-09","ids":{"openalex":"https://openalex.org/W2943834037","doi":"https://doi.org/10.3233/jifs-182518","mag":"2943834037"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-182518","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-182518","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/A5025410544","display_name":"Zongwen Fan","orcid":"https://orcid.org/0000-0002-7818-5637"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zongwen Fan","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027845071","display_name":"Raymond Chiong","orcid":"https://orcid.org/0000-0002-8285-1903"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Raymond Chiong","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101599982","display_name":"Zhongyi Hu","orcid":"https://orcid.org/0000-0002-1113-0199"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Zhongyi Hu","raw_affiliation_strings":["Discipline of Business Analytics, The University of Sydney Business School, The University of Sydney, Camperdown, NSW, Australia","School of Information Management, Wuhan University, Wuhan, PR China"],"affiliations":[{"raw_affiliation_string":"Discipline of Business Analytics, The University of Sydney Business School, The University of Sydney, Camperdown, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, PR China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045297744","display_name":"Sandeep Dhakal","orcid":"https://orcid.org/0000-0001-7413-2530"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sandeep Dhakal","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004045226","display_name":"Yuqing Lin","orcid":"https://orcid.org/0000-0002-6693-0433"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yuqing Lin","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027845071","https://openalex.org/A5101599982"],"corresponding_institution_ids":["https://openalex.org/I129604602","https://openalex.org/I37461747","https://openalex.org/I78757542"],"apc_list":null,"apc_paid":null,"fwci":2.1985,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86158493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"36","issue":"6","first_page":"6219","last_page":"6229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11604","display_name":"Ship Hydrodynamics and Maneuverability","score":0.9994999766349792,"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/T11604","display_name":"Ship Hydrodynamics and Maneuverability","score":0.9994999766349792,"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":0.984000027179718,"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/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5595201849937439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5469363927841187},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5008072853088379},{"id":"https://openalex.org/keywords/resistance","display_name":"Resistance (ecology)","score":0.45421847701072693},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4194229245185852},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20530849695205688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20013263821601868},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16208693385124207},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.05225798487663269},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.050371646881103516},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.03992423415184021}],"concepts":[{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5595201849937439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5469363927841187},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5008072853088379},{"id":"https://openalex.org/C57473165","wikidata":"https://www.wikidata.org/wiki/Q7315604","display_name":"Resistance (ecology)","level":2,"score":0.45421847701072693},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4194229245185852},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20530849695205688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20013263821601868},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16208693385124207},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05225798487663269},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.050371646881103516},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.03992423415184021}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/jifs-182518","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-182518","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"},{"id":"pmh:oai:rune.une.edu.au:1959.11/61421","is_oa":false,"landing_page_url":"https://hdl.handle.net/1959.11/61421","pdf_url":null,"source":{"id":"https://openalex.org/S7407055448","display_name":"RUNE (Research UNE)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:uon:45497","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1458776","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1966363240","https://openalex.org/W1985947439","https://openalex.org/W2002041997","https://openalex.org/W2005311222","https://openalex.org/W2019207321","https://openalex.org/W2036058553","https://openalex.org/W2042010570","https://openalex.org/W2050288270","https://openalex.org/W2101036899","https://openalex.org/W2119401655","https://openalex.org/W2125283600","https://openalex.org/W2128728535","https://openalex.org/W2132093718","https://openalex.org/W2142128127","https://openalex.org/W2148239836","https://openalex.org/W2156950153","https://openalex.org/W2159371584","https://openalex.org/W2165835468","https://openalex.org/W2334691263","https://openalex.org/W2413839060","https://openalex.org/W2560246791","https://openalex.org/W2610531472","https://openalex.org/W2644546812","https://openalex.org/W2737880311","https://openalex.org/W2786339753","https://openalex.org/W2795386069","https://openalex.org/W2796792703","https://openalex.org/W2806540463","https://openalex.org/W2810297461","https://openalex.org/W2885419454","https://openalex.org/W2897993092","https://openalex.org/W3099257500","https://openalex.org/W4211007335"],"related_works":["https://openalex.org/W2738546080","https://openalex.org/W2381782004","https://openalex.org/W2362072588","https://openalex.org/W2146785580","https://openalex.org/W1803331768","https://openalex.org/W2362882617","https://openalex.org/W2037515365","https://openalex.org/W2584152654","https://openalex.org/W2165551227","https://openalex.org/W2074268366"],"abstract_inverted_index":{"Residuary":[0],"resistance":[1,22,144],"prediction":[2,60],"is":[3,24,75,109,133],"an":[4],"important":[5],"initial":[6],"step":[7],"in":[8,67,141],"the":[9,20,28,37,51,55,63,69,79,101,113,130],"process":[10],"of":[11,36,54,71,81],"designing":[12],"a":[13,43,76,87,93,106,124],"sailing":[14,38],"yacht.":[15,39],"Being":[16],"able":[17,134],"to":[18,49,86,99,111,135,146],"predict":[19,112],"residuary":[21,114,143],"accurately":[23],"crucial":[25],"for":[26,58],"calculating":[27],"required":[29],"propulsive":[30],"power":[31],"and":[32,96,123,139,151],"ensuring":[33],"good":[34],"performance":[35],"This":[40],"paper":[41],"presents":[42],"two-layer":[44,102],"Wang-Mendel":[45],"(WM)":[46],"fuzzy":[47,73,77,88],"approach":[48,84,132],"improve":[50],"approximation":[52],"ability":[53],"WM":[56,65,103,148],"model":[57,149],"this":[59],"task.":[61],"Unlike":[62],"traditional":[64],"method,":[66],"which":[68],"consequent":[70,80],"its":[72],"rules":[74],"set,":[78],"our":[82],"proposed":[83,131],"corresponds":[85],"rule":[89],"base.":[90],"We":[91],"apply":[92],"top-down":[94],"method":[95,108],"fuzzy-rule":[97],"clustering":[98],"construct":[100],"model,":[104],"while":[105],"bottom-up":[107],"employed":[110],"resistance.":[115],"Experimental":[116],"results":[117],"based":[118],"on":[119],"two":[120],"benchmark":[121],"functions":[122],"yacht":[125],"hydrodynamics":[126],"application":[127],"show":[128],"that":[129],"obtain":[136],"improved":[137],"robustness":[138],"accuracy":[140],"predicting":[142],"compared":[145],"other":[147],"variants":[150],"well-known":[152],"machine":[153],"learning":[154],"algorithms.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
