{"id":"https://openalex.org/W1584722874","doi":"https://doi.org/10.3233/his-130172","title":"Hybrid feature selection through feature clustering for microarray gene expression data","display_name":"Hybrid feature selection through feature clustering for microarray gene expression data","publication_year":2013,"publication_date":"2013-08-30","ids":{"openalex":"https://openalex.org/W1584722874","doi":"https://doi.org/10.3233/his-130172","mag":"1584722874"},"language":"en","primary_location":{"id":"doi:10.3233/his-130172","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-130172","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"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":"International Journal of Hybrid Intelligent 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/A5073464399","display_name":"Choudhury Muhammad Mufassil Wahid","orcid":null},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Choudhury Muhammad Mufassil Wahid","raw_affiliation_strings":["School of Information and Communication Technology, CQUniversity, Rockhampton, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, CQUniversity, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326993","display_name":"A. B. M. Shawkat Ali","orcid":"https://orcid.org/0000-0001-9673-0080"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A.B.M. Shawkat Ali","raw_affiliation_strings":["School of Information and Communication Technology, CQUniversity, Rockhampton, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, CQUniversity, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011264390","display_name":"Kevin S. Tickle","orcid":null},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kevin S. Tickle","raw_affiliation_strings":["School of Information and Communication Technology, CQUniversity, Rockhampton, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, CQUniversity, Rockhampton, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2992,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60563374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"10","issue":"4","first_page":"165","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9973000288009644,"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/T10057","display_name":"Face and Expression Recognition","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/feature-selection","display_name":"Feature selection","score":0.8300710916519165},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7104933261871338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6373535394668579},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6332255601882935},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.625751256942749},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5224003791809082},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5162684917449951},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.4925321042537689},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.45143255591392517},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4219546616077423},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.41492849588394165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32864177227020264}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8300710916519165},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7104933261871338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6373535394668579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6332255601882935},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.625751256942749},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5224003791809082},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5162684917449951},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.4925321042537689},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.45143255591392517},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4219546616077423},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.41492849588394165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32864177227020264},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/his-130172","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-130172","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"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":"International Journal of Hybrid Intelligent Systems","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":30,"referenced_works":["https://openalex.org/W137065004","https://openalex.org/W1487431269","https://openalex.org/W1495061682","https://openalex.org/W1502050276","https://openalex.org/W1585743408","https://openalex.org/W1592785605","https://openalex.org/W1769772704","https://openalex.org/W1849729440","https://openalex.org/W1973958131","https://openalex.org/W1975053776","https://openalex.org/W2017337590","https://openalex.org/W2026628194","https://openalex.org/W2027893113","https://openalex.org/W2034607334","https://openalex.org/W2039948756","https://openalex.org/W2043606064","https://openalex.org/W2084812512","https://openalex.org/W2095390342","https://openalex.org/W2107899042","https://openalex.org/W2109293916","https://openalex.org/W2109730279","https://openalex.org/W2131507128","https://openalex.org/W2131987814","https://openalex.org/W2140449831","https://openalex.org/W2141654209","https://openalex.org/W2141993422","https://openalex.org/W2155461849","https://openalex.org/W2156909104","https://openalex.org/W2163246541","https://openalex.org/W2320899737"],"related_works":["https://openalex.org/W2156571267","https://openalex.org/W2998727463","https://openalex.org/W2805829984","https://openalex.org/W4388573469","https://openalex.org/W20047544","https://openalex.org/W3135058836","https://openalex.org/W2883787619","https://openalex.org/W2940071312","https://openalex.org/W2290248771","https://openalex.org/W4249305026"],"abstract_inverted_index":{"Goal":[0],"of":[1,27,29],"feature":[2,9,24],"selection":[3,25],"is":[4],"to":[5],"find":[6],"a":[7],"suitable":[8],"subset":[10],"that":[11],"produces":[12],"higher":[13],"accuracy":[14],"for":[15,23],"classifier":[16],"in":[17],"the":[18],"user":[19],"end.":[20],"Hybrid":[21],"methods":[22],"comprised":[26],"combination":[28],"filter":[30],"and":[31],"wrapper":[32],"approaches":[33],"have":[34],"recently":[35],"been":[36],"emerged":[37],"as":[38]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}