{"id":"https://openalex.org/W2103038972","doi":"https://doi.org/10.1109/bibm.2010.5706582","title":"Multi-objective evolutionary algorithms based Interpretable Fuzzy models for microarray gene expression data analysis","display_name":"Multi-objective evolutionary algorithms based Interpretable Fuzzy models for microarray gene expression data analysis","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2103038972","doi":"https://doi.org/10.1109/bibm.2010.5706582","mag":"2103038972"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2010.5706582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2010.5706582","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5100344962","display_name":"Zhenyu Wang","orcid":"https://orcid.org/0000-0002-7291-4106"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zhenyu Wang","raw_affiliation_strings":["Computing Laboratory, Oxford University, Oxfordshire, UK","Computing Laboratory,#N#Oxford University,#N#Oxford OX1 3QD, UK"],"affiliations":[{"raw_affiliation_string":"Computing Laboratory, Oxford University, Oxfordshire, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Computing Laboratory,#N#Oxford University,#N#Oxford OX1 3QD, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076935774","display_name":"Vasile Palade","orcid":"https://orcid.org/0000-0002-6768-8394"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vasile Palade","raw_affiliation_strings":["Computing Laboratory, Oxford University, Oxfordshire, UK","Computing Laboratory,#N#Oxford University,#N#Oxford OX1 3QD, UK"],"affiliations":[{"raw_affiliation_string":"Computing Laboratory, Oxford University, Oxfordshire, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Computing Laboratory,#N#Oxford University,#N#Oxford OX1 3QD, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100344962"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":0.929,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81559381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"6","issue":null,"first_page":"308","last_page":"313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9980999827384949,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9828000068664551,"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/interpretability","display_name":"Interpretability","score":0.9411735534667969},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.7522410154342651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6689467430114746},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5903053283691406},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5373154878616333},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.5334606170654297},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5276150703430176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5032173991203308},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4983229637145996},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4374040961265564},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4356968104839325},{"id":"https://openalex.org/keywords/gene-expression-programming","display_name":"Gene expression programming","score":0.422383189201355},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4022368788719177},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32918301224708557},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.20893609523773193},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.1434103548526764},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11023858189582825},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.06436553597450256}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9411735534667969},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.7522410154342651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6689467430114746},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5903053283691406},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5373154878616333},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.5334606170654297},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5276150703430176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5032173991203308},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4983229637145996},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4374040961265564},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4356968104839325},{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.422383189201355},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4022368788719177},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32918301224708557},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.20893609523773193},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.1434103548526764},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11023858189582825},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.06436553597450256},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibm.2010.5706582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2010.5706582","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:fa808384-b343-4143-8a65-5c2e51804091","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:fa808384-b343-4143-8a65-5c2e51804091","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Department of Computer Science","raw_type":"Conference item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W51948529","https://openalex.org/W86212350","https://openalex.org/W1019232876","https://openalex.org/W1679913846","https://openalex.org/W1727290854","https://openalex.org/W1893505266","https://openalex.org/W2005854556","https://openalex.org/W2025986147","https://openalex.org/W2032038228","https://openalex.org/W2032273541","https://openalex.org/W2035491329","https://openalex.org/W2058216311","https://openalex.org/W2063828223","https://openalex.org/W2064901349","https://openalex.org/W2087684630","https://openalex.org/W2108728387","https://openalex.org/W2109363337","https://openalex.org/W2110893740","https://openalex.org/W2119387367","https://openalex.org/W2120680606","https://openalex.org/W2125802815","https://openalex.org/W2127544153","https://openalex.org/W2131987814","https://openalex.org/W2139151957","https://openalex.org/W2143255910","https://openalex.org/W2143692243","https://openalex.org/W2153678774","https://openalex.org/W2170383421","https://openalex.org/W2314188473","https://openalex.org/W4229724168","https://openalex.org/W4237222446","https://openalex.org/W6603490545"],"related_works":["https://openalex.org/W2050337454","https://openalex.org/W2595285209","https://openalex.org/W4285210389","https://openalex.org/W2609187215","https://openalex.org/W1496490105","https://openalex.org/W81519025","https://openalex.org/W1826040410","https://openalex.org/W2114438081","https://openalex.org/W129092644","https://openalex.org/W1980652001"],"abstract_inverted_index":{"We":[0],"believe":[1],"the":[2,24,40,68,74,79],"great":[3],"interpretability":[4,77],"of":[5,78],"fuzzy":[6,63,91],"models":[7,54,64],"allow":[8],"fuzzy-based":[9,28],"methods":[10],"to":[11],"play":[12],"a":[13],"very":[14],"important":[15],"role":[16],"in":[17,30,39],"Microarray":[18],"gene":[19,57,105],"expression":[20,58,106],"data":[21,59],"analysis,":[22],"but":[23],"advantages":[25],"offered":[26],"by":[27],"techniques":[29],"this":[31,43],"application":[32],"have":[33,84,98],"not":[34],"yet":[35],"been":[36,99],"fully":[37],"explored":[38],"literature.":[41],"In":[42],"paper,":[44],"we":[45],"construct":[46],"Multi-Objective":[47],"Evolutionary":[48],"Algorithms":[49],"based":[50],"Interpretable":[51],"Fuzzy":[52],"(MOEAIF)":[53],"for":[55,102],"microarray":[56,104],"analysis.":[60],"Our":[61],"novel":[62],"can":[65],"significantly":[66],"decrease":[67],"model":[69],"complexity,":[70],"and":[71,76,89],"automatically":[72],"balance":[73],"accuracy":[75],"models.":[80],"The":[81],"experimental":[82],"studies":[83],"shown":[85],"that":[86],"relatively":[87],"simple":[88],"small":[90],"rule":[92],"bases,":[93],"with":[94],"satisfactory":[95],"classification":[96],"performance,":[97],"successful":[100],"found":[101],"challenging":[103],"datasets.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
