{"id":"https://openalex.org/W2112938214","doi":"https://doi.org/10.1109/nabic.2010.5716268","title":"A genetic Takagi-Sugeno fuzzy system for fish habitat preference modelling","display_name":"A genetic Takagi-Sugeno fuzzy system for fish habitat preference modelling","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2112938214","doi":"https://doi.org/10.1109/nabic.2010.5716268","mag":"2112938214"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2010.5716268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2010.5716268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Second World Congress on Nature and Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"},"type":"conference-paper","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":false,"raw_author_name":"S Fukuda","raw_affiliation_strings":["Kyushu University, Fukuoka, Japan","Kyushu Univ, Fukuoka Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Kyushu Univ, Fukuoka Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","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":"N Onikura","raw_affiliation_strings":["Kyushu University, Fukuoka, Japan","Kyushu Univ, Fukuoka Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Kyushu Univ, 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/I2801227569","display_name":"Ghent University Hospital","ror":"https://ror.org/00xmkp704","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2801227569"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"B De Baets","raw_affiliation_strings":["Ghent University, Ghent, Belgium","Ghent University, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I2801227569"]},{"raw_affiliation_string":"Ghent University, Belgium","institution_ids":["https://openalex.org/I2801227569"]}]},{"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/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/I2801227569","display_name":"Ghent University Hospital","ror":"https://ror.org/00xmkp704","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2801227569"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"W Waegeman","raw_affiliation_strings":["Research Institute for Nature and Forest, Brussels, Belgium","Ghent University, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute for Nature and Forest, Brussels, Belgium","institution_ids":["https://openalex.org/I202500258"]},{"raw_affiliation_string":"Ghent University, Belgium","institution_ids":["https://openalex.org/I2801227569"]}]},{"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/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/I2801227569","display_name":"Ghent University Hospital","ror":"https://ror.org/00xmkp704","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2801227569"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"A M Mouton","raw_affiliation_strings":["Ghent University, Ghent, Belgium","Research Institute for Nature and Forest (INBO)  Brussels Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I2801227569"]},{"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"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"J Nakajima","raw_affiliation_strings":["Fukuoka Institute of Health and Environmental Sciences, Fukuoka, Japan","Fukuoka Institute of Health and Environmental Sciences, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fukuoka Institute of Health and Environmental Sciences, Fukuoka, Japan","institution_ids":["https://openalex.org/I4210092327"]},{"raw_affiliation_string":"Fukuoka Institute of Health and Environmental Sciences, Japan","institution_ids":["https://openalex.org/I4210092327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077912146","display_name":"Tsuyoshi Mukai","orcid":"https://orcid.org/0000-0002-5198-9475"},"institutions":[{"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":"T Mukai","raw_affiliation_strings":["Gifu University, Gifu, Japan","Gifu University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gifu University, Gifu, Japan","institution_ids":["https://openalex.org/I42405503"]},{"raw_affiliation_string":"Gifu University, Japan","institution_ids":["https://openalex.org/I42405503"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"228","issue":null,"first_page":"274","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10302","display_name":"Fish Ecology and Management Studies","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T10302","display_name":"Fish Ecology and Management Studies","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9896000027656555,"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"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9882000088691711,"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/preference","display_name":"Preference","score":0.7332271337509155},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6152039170265198},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.6036719679832458},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5762201547622681},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4552549123764038},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42618119716644287},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4109058678150177},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.39988261461257935},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3385794758796692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3084351420402527},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14627361297607422}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7332271337509155},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6152039170265198},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.6036719679832458},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5762201547622681},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4552549123764038},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42618119716644287},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4109058678150177},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.39988261461257935},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3385794758796692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3084351420402527},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14627361297607422},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/nabic.2010.5716268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2010.5716268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Second World Congress on Nature and Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"},{"id":"pmh:oai:archive.ugent.be:1155336","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-1155336","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: 9781424473755","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W140929035","https://openalex.org/W1491646890","https://openalex.org/W1562354368","https://openalex.org/W1597717349","https://openalex.org/W1639032689","https://openalex.org/W1972823834","https://openalex.org/W1985167899","https://openalex.org/W1990975345","https://openalex.org/W1994169922","https://openalex.org/W1996791813","https://openalex.org/W1998653577","https://openalex.org/W1999344577","https://openalex.org/W2020986503","https://openalex.org/W2034101756","https://openalex.org/W2059285111","https://openalex.org/W2059754408","https://openalex.org/W2076760025","https://openalex.org/W2079018504","https://openalex.org/W2079325629","https://openalex.org/W2089855194","https://openalex.org/W2092141482","https://openalex.org/W2093346950","https://openalex.org/W2093620744","https://openalex.org/W2094124601","https://openalex.org/W2112315008","https://openalex.org/W2115268776","https://openalex.org/W2115534079","https://openalex.org/W2120160157","https://openalex.org/W2123337039","https://openalex.org/W2150246922","https://openalex.org/W2157641482","https://openalex.org/W2162467623","https://openalex.org/W2255145075","https://openalex.org/W3023540311","https://openalex.org/W6605767263","https://openalex.org/W6635602683","https://openalex.org/W6636850861"],"related_works":["https://openalex.org/W2090624569","https://openalex.org/W1603736412","https://openalex.org/W612553173","https://openalex.org/W1836486694","https://openalex.org/W4304185162","https://openalex.org/W1503513211","https://openalex.org/W1997631083","https://openalex.org/W4220842692","https://openalex.org/W1591134085","https://openalex.org/W2038917332"],"abstract_inverted_index":{"Genetic":[0],"fuzzy":[1,68],"systems":[2],"have":[3],"a":[4,13,63,79],"potential":[5],"to":[6,9,46,172],"be":[7,164],"applied":[8],"ecological":[10],"studies":[11,162],"as":[12,110,133,178],"tool":[14],"for":[15,70,166],"species":[16],"distribution":[17],"modelling":[18],"and":[19,36,99,102,112,141,157,181],"habitat":[20,33,54,72,97,128,137],"evaluation.":[21],"However,":[22],"no":[23],"study":[24,43],"has":[25],"focused":[26],"on":[27,53,89,127],"how":[28],"different":[29,134,173],"model":[30,51,69,85,125,155,170],"formulations":[31,52,126],"affect":[32],"preference":[34,55,73,98,129,138],"evaluation":[35,56],"performance":[37,107],"of":[38,50,74,124,146,154,169,175],"the":[39,48,58,90,122,142,147],"model.":[40],"The":[41,84,117,144],"present":[42,118],"therefore":[44],"aims":[45],"assess":[47],"effect":[49,123],"through":[57],"optimization":[59],"process.":[60],"We":[61],"employed":[62],"genetic":[64],"algorithm":[65],"(GA)-optimized":[66],"Takagi-Sugeno":[67],"evaluating":[71],"topmouth":[75],"gudgeon":[76],"(Pseudorasbora":[77],"parva),":[78],"freshwater":[80],"fish":[81],"in":[82,136,152,159],"Japan.":[83],"was":[86],"trained":[87],"based":[88],"mean":[91],"square":[92],"error":[93],"(MSE)":[94],"between":[95],"composite":[96],"observed":[100],"presence-absence,":[101],"evaluated":[103],"using":[104],"confusion":[105],"matrix-derived":[106],"measures":[108],"such":[109,177],"kappa":[111],"correctly":[113],"classified":[114],"instances":[115],"(CCI).":[116],"results":[119],"clearly":[120],"illustrated":[121],"evaluation,":[130],"which":[131],"appeared":[132],"trends":[135],"curves":[139],"(HPCs)":[140],"variance.":[143],"use":[145],"product":[148],"equation":[149],"is":[150],"recommended":[151],"view":[153],"accuracy":[156],"consistency":[158],"HPCs.":[160],"Further":[161],"would":[163],"necessary":[165],"better":[167],"understanding":[168],"behaviour":[171],"conditions":[174],"data":[176],"sample":[179],"size":[180],"prevalence.":[182]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}
