{"id":"https://openalex.org/W2104259106","doi":"https://doi.org/10.1109/gefs.2011.5949490","title":"A discussion on the accuracy-complexity relationship in modelling fish habitat preference using genetic Takagi-Sugeno fuzzy systems","display_name":"A discussion on the accuracy-complexity relationship in modelling fish habitat preference using genetic Takagi-Sugeno fuzzy systems","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2104259106","doi":"https://doi.org/10.1109/gefs.2011.5949490","mag":"2104259106"},"language":"en","primary_location":{"id":"doi:10.1109/gefs.2011.5949490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gefs.2011.5949490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 5th International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS)","raw_type":"proceedings-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/A5040421186","display_name":"Shinji Fukuda","orcid":"https://orcid.org/0000-0003-3076-4688"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shinji Fukuda","raw_affiliation_strings":["Institute of Tropical Agriculture, Kyushu University, Fukuoka, Japan","Institute of Tropical Agriculture , Kyushu University , Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Institute of Tropical Agriculture, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Institute of Tropical Agriculture , Kyushu University , Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012437460","display_name":"Bernard De Baets","orcid":"https://orcid.org/0000-0002-3876-620X"},"institutions":[{"id":"https://openalex.org/I4210092327","display_name":"Fukuoka Institute of Health and Environmental Sciences","ror":"https://ror.org/00drynx17","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210092327"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE","JP"],"is_corresponding":false,"raw_author_name":"Bernard De Baets","raw_affiliation_strings":["Fukuoka Institute of Health and Environmental Sciences, Fukuoka, Japan","Faculty of Bioscience Engineering, Ghent University, Belgium"],"affiliations":[{"raw_affiliation_string":"Fukuoka Institute of Health and Environmental Sciences, Fukuoka, Japan","institution_ids":["https://openalex.org/I4210092327"]},{"raw_affiliation_string":"Faculty of Bioscience Engineering, Ghent University, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028945060","display_name":"Willem Waegeman","orcid":"https://orcid.org/0000-0002-5950-3003"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Willem Waegeman","raw_affiliation_strings":["Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium","Faculty of Bioscience Engineering, Ghent University, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Faculty of Bioscience Engineering, Ghent University, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071357715","display_name":"Ans Mouton","orcid":"https://orcid.org/0000-0002-0690-2772"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I202500258","display_name":"Research Institute for Nature and Forest","ror":"https://ror.org/00j54wy13","country_code":"BE","type":"facility","lineage":["https://openalex.org/I202500258"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ans M. Mouton","raw_affiliation_strings":["Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium","Research Institute for Nature and Forest (INBO)  Brussels Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Research Institute for Nature and Forest (INBO)  Brussels Belgium","institution_ids":["https://openalex.org/I202500258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101867379","display_name":"Jun Nakajima","orcid":"https://orcid.org/0000-0002-3542-9523"},"institutions":[{"id":"https://openalex.org/I4210092327","display_name":"Fukuoka Institute of Health and Environmental Sciences","ror":"https://ror.org/00drynx17","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210092327"]},{"id":"https://openalex.org/I42405503","display_name":"Gifu University","ror":"https://ror.org/024exxj48","country_code":"JP","type":"education","lineage":["https://openalex.org/I42405503"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jun Nakajima","raw_affiliation_strings":["Faculty of Regional Studies, Gifu University, Gifu, Japan","Fukuoka Institute of Health and Environmental Sciences, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Regional Studies, Gifu University, Gifu, Japan","institution_ids":["https://openalex.org/I42405503"]},{"raw_affiliation_string":"Fukuoka Institute of Health and Environmental Sciences, Japan","institution_ids":["https://openalex.org/I4210092327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102088785","display_name":"Takahiko Mukai","orcid":null},"institutions":[{"id":"https://openalex.org/I202500258","display_name":"Research Institute for Nature and Forest","ror":"https://ror.org/00j54wy13","country_code":"BE","type":"facility","lineage":["https://openalex.org/I202500258"]},{"id":"https://openalex.org/I42405503","display_name":"Gifu University","ror":"https://ror.org/024exxj48","country_code":"JP","type":"education","lineage":["https://openalex.org/I42405503"]}],"countries":["BE","JP"],"is_corresponding":false,"raw_author_name":"Takahiko Mukai","raw_affiliation_strings":["Research Institute for Nature and Forest, Brussels, Belgium","Faculty of Regional Studies, Gifu University, Japan"],"affiliations":[{"raw_affiliation_string":"Research Institute for Nature and Forest, Brussels, Belgium","institution_ids":["https://openalex.org/I202500258"]},{"raw_affiliation_string":"Faculty of Regional Studies, Gifu University, Japan","institution_ids":["https://openalex.org/I42405503"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033569165","display_name":"Norio Onikura","orcid":"https://orcid.org/0000-0002-3662-2210"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Norio Onikura","raw_affiliation_strings":["Fishery Research Laboratory, Kyushu University, Fukuoka, Japan","Fishery Research Laboratory; Kyushu University; Fukuoka Japan"],"affiliations":[{"raw_affiliation_string":"Fishery Research Laboratory, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Fishery Research Laboratory; Kyushu University; Fukuoka Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5040421186"],"corresponding_institution_ids":["https://openalex.org/I135598925"],"apc_list":null,"apc_paid":null,"fwci":0.3987,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74114095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"239","issue":null,"first_page":"81","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9923999905586243,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9923999905586243,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9811999797821045,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/interpretability","display_name":"Interpretability","score":0.8831283450126648},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6809009909629822},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6532608270645142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4904470145702362},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.43809276819229126},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4296768307685852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4110342264175415},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3653956651687622},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33453360199928284},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33314085006713867},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25623685121536255}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8831283450126648},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6809009909629822},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6532608270645142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4904470145702362},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.43809276819229126},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4296768307685852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4110342264175415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3653956651687622},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33453360199928284},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33314085006713867},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25623685121536255}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/gefs.2011.5949490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gefs.2011.5949490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 5th International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS)","raw_type":"proceedings-article"},{"id":"pmh:oai:archive.ugent.be:2037414","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-2037414","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9781612840505","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W205369117","https://openalex.org/W234758318","https://openalex.org/W1597717349","https://openalex.org/W1639032689","https://openalex.org/W1970497505","https://openalex.org/W1972823834","https://openalex.org/W1990975345","https://openalex.org/W1993121423","https://openalex.org/W1998653577","https://openalex.org/W1999344577","https://openalex.org/W2000353609","https://openalex.org/W2006418752","https://openalex.org/W2020986503","https://openalex.org/W2028389683","https://openalex.org/W2031760375","https://openalex.org/W2034101756","https://openalex.org/W2054878107","https://openalex.org/W2076760025","https://openalex.org/W2079018504","https://openalex.org/W2079325629","https://openalex.org/W2079506503","https://openalex.org/W2089855194","https://openalex.org/W2093346950","https://openalex.org/W2093620744","https://openalex.org/W2110967601","https://openalex.org/W2115268776","https://openalex.org/W2115534079","https://openalex.org/W2150246922","https://openalex.org/W2158908864","https://openalex.org/W2162467623","https://openalex.org/W2593658495","https://openalex.org/W3023540311","https://openalex.org/W4285719527","https://openalex.org/W6608344681","https://openalex.org/W6609021471","https://openalex.org/W6635602683","https://openalex.org/W6636850861"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W135622916"],"abstract_inverted_index":{"The":[0,44,68,121,163],"relationship":[1,51],"among":[2],"accuracy,":[3],"interpretability,":[4],"and":[5,16,92,115,144,182,195],"complexity":[6,70,174,184],"of":[7,30,40,76,86,105,119,185,198],"genetic":[8,58,78],"fuzzy":[9,60,63,90],"systems":[10],"(GFSs)":[11],"is":[12,17,33],"a":[13,57,77,131,177],"hot":[14],"topic":[15],"actively":[18],"studied":[19],"in":[20,42,52,138],"the":[21,38,83,87,97,103,106,111,116,133,150,172,180,183,186,199],"GFS":[22],"domain.":[23],"Because":[24],"different":[25,28,134,140],"problems":[26],"have":[27],"views":[29],"interpretation,":[31],"it":[32],"quite":[34],"difficult":[35],"to":[36,48,82,155],"evaluate":[37],"interpretability":[39],"GFSs":[41],"general.":[43],"present":[45],"study":[46],"aims":[47],"analyze":[49],"accuracy-complexity":[50],"fish":[53],"habitat":[54,64,113,141],"modelling":[55],"using":[56,126],"Takagi-Sugeno":[59],"model":[61,66,69,122,135,145,151,161,173,196],"called":[62],"preference":[65,114,142],"(FHPM).":[67],"was":[71,100,124,153],"defined":[72],"by":[73],"bit":[74],"lengths":[75],"algorithm":[79],"(GA)":[80],"assigned":[81],"consequent":[84],"part":[85],"model,":[88],"while":[89],"rules":[91],"antecedent":[93],"parts":[94],"were":[95],"kept":[96],"same.":[98],"FHPM":[99],"developed":[101],"on":[102,192],"basis":[104],"mean":[107],"squared":[108],"errors":[109],"between":[110,179],"composite":[112],"observed":[117],"presence-absence":[118],"fish.":[120],"accuracy":[123,152,181],"evaluated":[125],"multiple":[127],"performance":[128],"measures.":[129],"As":[130],"result,":[132],"complexities":[136],"resulted":[137],"slightly":[139,157],"curves":[143],"accuracies.":[146],"At":[147],"some":[148],"complexities,":[149],"found":[154],"be":[156],"improved":[158],"with":[159],"increased":[160],"complexity.":[162],"result":[164],"suggests":[165],"that":[166],"an":[167],"optimal":[168],"point":[169],"exists":[170],"where":[171],"can":[175],"take":[176],"balance":[178],"target":[187],"models,":[188],"which":[189],"depends":[190],"partly":[191],"data":[193],"characteristics":[194],"formulations":[197],"GFSs.":[200]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}