{"id":"https://openalex.org/W2153583780","doi":"https://doi.org/10.1109/fuzzy.2007.4295519","title":"Fuzzy Classification of Gene Expression Data","display_name":"Fuzzy Classification of Gene Expression Data","publication_year":2007,"publication_date":"2007-06-01","ids":{"openalex":"https://openalex.org/W2153583780","doi":"https://doi.org/10.1109/fuzzy.2007.4295519","mag":"2153583780"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2007.4295519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2007.4295519","pdf_url":null,"source":{"id":"https://openalex.org/S4210187232","display_name":"Proceedings of ... IEEE International Conference on Fuzzy Systems","issn_l":"1098-7584","issn":["1098-7584"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Fuzzy Systems Conference","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/A5074462232","display_name":"G. Bradley Schaefer","orcid":"https://orcid.org/0000-0002-1236-0017"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Gerald Schaefer","raw_affiliation_strings":["School of Engineering and Applied Science, Aston University, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Science, Aston University, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036331063","display_name":"Tomoharu Nakashima","orcid":"https://orcid.org/0000-0002-1443-0816"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoharu Nakashima","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083357602","display_name":"Yasuyuki Yokota","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuyuki Yokota","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035595838","display_name":"Hisao Ishibuchi","orcid":"https://orcid.org/0000-0001-9186-6472"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hisao Ishibuchi","raw_affiliation_strings":["Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Intelligent Systems, Osaka Prefecture University, Japan","institution_ids":["https://openalex.org/I15807432"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074462232"],"corresponding_institution_ids":["https://openalex.org/I169199633"],"apc_list":null,"apc_paid":null,"fwci":1.289,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.75529412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9819999933242798,"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/T10320","display_name":"Neural Networks and Applications","score":0.9775999784469604,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6321415901184082},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.6320180296897888},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6259609460830688},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5987102389335632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5517836213111877},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5387251377105713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5377256274223328},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.47811904549598694},{"id":"https://openalex.org/keywords/gene-expression-profiling","display_name":"Gene expression profiling","score":0.4651336073875427},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.43630701303482056},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42913079261779785},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4259314239025116},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3590502440929413},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3533065915107727},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.33956706523895264},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3221004009246826},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.25189438462257385},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15421748161315918}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6321415901184082},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.6320180296897888},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6259609460830688},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5987102389335632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5517836213111877},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5387251377105713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5377256274223328},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.47811904549598694},{"id":"https://openalex.org/C18431079","wikidata":"https://www.wikidata.org/wiki/Q1502169","display_name":"Gene expression profiling","level":4,"score":0.4651336073875427},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.43630701303482056},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42913079261779785},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4259314239025116},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3590502440929413},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3533065915107727},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.33956706523895264},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3221004009246826},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25189438462257385},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15421748161315918},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2007.4295519","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2007.4295519","pdf_url":null,"source":{"id":"https://openalex.org/S4210187232","display_name":"Proceedings of ... IEEE International Conference on Fuzzy Systems","issn_l":"1098-7584","issn":["1098-7584"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Fuzzy Systems Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1893505266","https://openalex.org/W1966363240","https://openalex.org/W1966701961","https://openalex.org/W2063828223","https://openalex.org/W2087684630","https://openalex.org/W2096158882","https://openalex.org/W2108728387","https://openalex.org/W2109363337","https://openalex.org/W2115358726","https://openalex.org/W2116896485","https://openalex.org/W2127099662","https://openalex.org/W2134389439","https://openalex.org/W2135423934","https://openalex.org/W2143692243","https://openalex.org/W2147246240","https://openalex.org/W2155461849","https://openalex.org/W2330820318","https://openalex.org/W2611104316","https://openalex.org/W3043724789","https://openalex.org/W6682744373","https://openalex.org/W6780737472"],"related_works":["https://openalex.org/W1996185163","https://openalex.org/W170658859","https://openalex.org/W2081127504","https://openalex.org/W1483316219","https://openalex.org/W4310366902","https://openalex.org/W3023720143","https://openalex.org/W2183420549","https://openalex.org/W2490137852","https://openalex.org/W2107563406","https://openalex.org/W2081507994"],"abstract_inverted_index":{"Microarray":[0],"expression":[1,47,67,94],"studies":[2,20],"measure,":[3],"through":[4],"a":[5,110],"hybridisation":[6],"process,":[7],"the":[8,32,50,53,62,71,116,127,130],"levels":[9,68],"of":[10,29,34,45,52,65,75,100,103,115,129],"genes":[11],"expressed":[12],"in":[13,37],"biological":[14],"samples.":[15,77],"Knowledge":[16],"gained":[17],"from":[18],"these":[19],"is":[21,49],"deemed":[22],"increasingly":[23],"important":[24,43],"due":[25,60],"to":[26,31,61,70,91],"its":[27],"potential":[28],"contributing":[30],"understanding":[33],"fundamental":[35],"questions":[36],"biology":[38],"and":[39,112],"clinical":[40],"medicine.":[41],"One":[42],"aspect":[44],"microarray":[46,124],"analysis":[48],"classification":[51,86,114],"recorded":[54,66],"samples":[55],"which":[56,107],"poses":[57],"many":[58],"challenges":[59],"vast":[63],"number":[64],"compared":[69],"relatively":[72],"small":[73],"numbers":[74],"analysed":[76],"In":[78],"this":[79],"paper":[80],"we":[81],"show":[82],"how":[83],"fuzzy":[84,104],"rule-based":[85],"can":[87],"be":[88],"applied":[89],"successfully":[90],"analyse":[92],"gene":[93],"data.":[95,118],"The":[96],"generated":[97],"classifier":[98],"consists":[99],"an":[101],"ensemble":[102],"if-then":[105],"rules":[106],"together":[108],"provide":[109],"reliable":[111],"accurate":[113],"underlying":[117],"Experimental":[119],"results":[120],"on":[121],"several":[122],"standard":[123],"datasets":[125],"confirm":[126],"efficacy":[128],"approach.":[131]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}