{"id":"https://openalex.org/W1975053776","doi":"https://doi.org/10.1109/his.2011.6122091","title":"A novel hybrid approach of feature selection through feature clustering using microarray gene expression data","display_name":"A novel hybrid approach of feature selection through feature clustering using microarray gene expression data","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W1975053776","doi":"https://doi.org/10.1109/his.2011.6122091","mag":"1975053776"},"language":"en","primary_location":{"id":"doi:10.1109/his.2011.6122091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2011.6122091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Hybrid Intelligent Systems (HIS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/A_novel_hybrid_approach_of_feature_selection_through_feature_clustering_using_microarray_gene_expression_data/13458200","any_repository_has_fulltext":true},"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, CQ University Australia, Rockhampton, Australia","School of Information and Communication Technology, CQ University, Rockhampton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, CQ University Australia, Rockhampton, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Information and Communication Technology, CQ University, Rockhampton, 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, CQ University Australia, Rockhampton, Australia","School of Information and Communication Technology, CQ University, Rockhampton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, CQ University Australia, Rockhampton, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Information and Communication Technology, CQ University, Rockhampton, 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, CQ University Australia, Rockhampton, Australia","School of Information and Communication Technology, CQ University, Rockhampton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, CQ University Australia, Rockhampton, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Information and Communication Technology, CQ University, Rockhampton, 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":0.3992,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61303626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"121","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9988999962806702,"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":0.9988999962806702,"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/T10057","display_name":"Face and Expression Recognition","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9933000206947327,"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/feature-selection","display_name":"Feature selection","score":0.6881285905838013},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6585184931755066},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6247788071632385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6057658195495605},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.5216588973999023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5028090476989746},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4851594567298889},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.42936205863952637},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42843377590179443},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4236394166946411},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4171026945114136},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.36780989170074463},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3436706066131592},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21889743208885193},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1978832185268402}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6881285905838013},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6585184931755066},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6247788071632385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6057658195495605},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.5216588973999023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5028090476989746},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4851594567298889},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.42936205863952637},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42843377590179443},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4236394166946411},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4171026945114136},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.36780989170074463},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3436706066131592},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21889743208885193},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1978832185268402},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/his.2011.6122091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2011.6122091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Hybrid Intelligent Systems (HIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:acquire.cqu.edu.au:cqu:8368","is_oa":false,"landing_page_url":"http://hdl.cqu.edu.au/10018/918612","pdf_url":null,"source":{"id":"https://openalex.org/S4306400635","display_name":"Acquire (CQUniversity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74899385","host_organization_name":"Central Queensland University","host_organization_lineage":["https://openalex.org/I74899385"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wahid, C, Shawkat Ali, A &amp; Tickle, K 2011, 'A Novel hybrid approach of feature selection through feature clustering using microarray gene expression data', paper presented to the 11th International Conference on Hybrid Intelligent Systems, Malacca, Malaysia, December 5-8, http://dx.doi.org/10.1109/HIS.2011.6122091","raw_type":"<dc:type>Conference Paper."},{"id":"pmh:oai:figshare.com:article/13458200","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_novel_hybrid_approach_of_feature_selection_through_feature_clustering_using_microarray_gene_expression_data/13458200","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/13458200","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_novel_hybrid_approach_of_feature_selection_through_feature_clustering_using_microarray_gene_expression_data/13458200","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1592785605","https://openalex.org/W1769772704","https://openalex.org/W1849729440","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/W2109730279","https://openalex.org/W2131507128","https://openalex.org/W2131987814","https://openalex.org/W2141654209","https://openalex.org/W2153678774","https://openalex.org/W2163246541","https://openalex.org/W2320899737","https://openalex.org/W6638875480","https://openalex.org/W6679725531"],"related_works":["https://openalex.org/W4307883119","https://openalex.org/W2345184372","https://openalex.org/W2374344280","https://openalex.org/W2159220931","https://openalex.org/W2013349038","https://openalex.org/W2970216048","https://openalex.org/W2015538044","https://openalex.org/W27971500","https://openalex.org/W2316780152","https://openalex.org/W2133581097"],"abstract_inverted_index":{"Hybrid":[0],"methods":[1,84],"for":[2,20,36],"feature":[3,48,51,60,89],"selection":[4,49,61,90],"comprised":[5],"of":[6,8,59,82,88],"combination":[7],"filter":[9],"and":[10],"wrapper":[11],"approaches":[12,35,58,87],"have":[13,30,66],"recently":[14],"been":[15],"emerged":[16],"as":[17],"strong":[18],"techniques":[19],"the":[21],"problem":[22],"in":[23,62,85,91],"this":[24,27],"domain.":[25,95],"In":[26],"work":[28],"we":[29],"proposed":[31],"three":[32],"simple":[33],"hybrid":[34,86],"reducing":[37],"data":[38],"dimensionality":[39],"while":[40],"maintaining":[41],"classification":[42],"accuracy":[43],"which":[44],"combine":[45],"our":[46,83],"basic":[47],"through":[50],"clustering":[52],"(FSFC)":[53],"approach":[54],"to":[55,72],"other":[56],"standard":[57],"different":[63],"orientation.":[64],"We":[65],"employed":[67],"popular":[68],"ROC":[69],"curve":[70],"analysis":[71],"evaluate":[73],"experimental":[74,77],"outcome.":[75],"Our":[76],"results":[78],"clearly":[79],"show":[80],"suitability":[81],"micro-array":[92],"gene":[93],"expression":[94]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
