{"id":"https://openalex.org/W2153678774","doi":"https://doi.org/10.1109/csb.2003.1227396","title":"Minimum redundancy feature selection from microarray gene expression data","display_name":"Minimum redundancy feature selection from microarray gene expression data","publication_year":2004,"publication_date":"2004-03-30","ids":{"openalex":"https://openalex.org/W2153678774","doi":"https://doi.org/10.1109/csb.2003.1227396","mag":"2153678774"},"language":"en","primary_location":{"id":"doi:10.1109/csb.2003.1227396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csb.2003.1227396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003","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/A5018733173","display_name":"C. Ding","orcid":"https://orcid.org/0009-0000-4910-8598"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I4210151627","display_name":"National Energy Research Scientific Computing Center","ror":"https://ror.org/05v3mvq14","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4210151627"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"C. Ding","raw_affiliation_strings":["NERSC Division, Lawrence Berkeley National Laboratory, University of California, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NERSC Division, Lawrence Berkeley National Laboratory, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4210151627","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112356450","display_name":"Hujin Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I4210151627","display_name":"National Energy Research Scientific Computing Center","ror":"https://ror.org/05v3mvq14","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4210151627"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Peng","raw_affiliation_strings":["NERSC Division, Lawrence Berkeley National Laboratory, University of California, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NERSC Division, Lawrence Berkeley National Laboratory, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4210151627","https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018733173"],"corresponding_institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4210151627","https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":4.5803,"has_fulltext":false,"cited_by_count":508,"citation_normalized_percentile":{"value":0.95599981,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"523","last_page":"528"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9968000054359436,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.7391336560249329},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.736448347568512},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5960093140602112},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.5486966371536255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5474515557289124},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5339319705963135},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.5019791126251221},{"id":"https://openalex.org/keywords/phenotype","display_name":"Phenotype","score":0.447689950466156},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4339006543159485},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.42891162633895874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4257681965827942},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41894856095314026},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.41725826263427734},{"id":"https://openalex.org/keywords/data-redundancy","display_name":"Data redundancy","score":0.4164505898952484},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.28991758823394775},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2494593858718872},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.22380071878433228}],"concepts":[{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.7391336560249329},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.736448347568512},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5960093140602112},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.5486966371536255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5474515557289124},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5339319705963135},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.5019791126251221},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.447689950466156},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4339006543159485},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.42891162633895874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4257681965827942},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41894856095314026},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.41725826263427734},{"id":"https://openalex.org/C7545210","wikidata":"https://www.wikidata.org/wiki/Q838123","display_name":"Data redundancy","level":2,"score":0.4164505898952484},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.28991758823394775},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2494593858718872},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.22380071878433228},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csb.2003.1227396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csb.2003.1227396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338292","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W16502061","https://openalex.org/W175058090","https://openalex.org/W240525370","https://openalex.org/W1592785605","https://openalex.org/W1608549042","https://openalex.org/W1849729440","https://openalex.org/W1987572677","https://openalex.org/W1988078905","https://openalex.org/W1989076816","https://openalex.org/W1995386082","https://openalex.org/W2017337590","https://openalex.org/W2018843280","https://openalex.org/W2033903399","https://openalex.org/W2037460646","https://openalex.org/W2082102453","https://openalex.org/W2082729696","https://openalex.org/W2087684630","https://openalex.org/W2095594899","https://openalex.org/W2099111195","https://openalex.org/W2108728387","https://openalex.org/W2109109045","https://openalex.org/W2109363337","https://openalex.org/W2110489138","https://openalex.org/W2114425668","https://openalex.org/W2124158580","https://openalex.org/W2129151899","https://openalex.org/W2133199783","https://openalex.org/W2138218344","https://openalex.org/W2139212933","https://openalex.org/W2147246240","https://openalex.org/W2149250260","https://openalex.org/W2155236584","https://openalex.org/W2155742999","https://openalex.org/W2156909104","https://openalex.org/W2157877326","https://openalex.org/W2167283581","https://openalex.org/W2168117806","https://openalex.org/W2172000360","https://openalex.org/W2282078507","https://openalex.org/W2611104316","https://openalex.org/W2963331194","https://openalex.org/W4285719527","https://openalex.org/W4394672693","https://openalex.org/W6634339819","https://openalex.org/W6635383313","https://openalex.org/W6636336243","https://openalex.org/W6638875480","https://openalex.org/W6640453930","https://openalex.org/W6660024162","https://openalex.org/W6674662592","https://openalex.org/W6677239233","https://openalex.org/W6678649364"],"related_works":["https://openalex.org/W3120617324","https://openalex.org/W2156571267","https://openalex.org/W2998727463","https://openalex.org/W1838735596","https://openalex.org/W3135058836","https://openalex.org/W3036204000","https://openalex.org/W2350815964","https://openalex.org/W2163070219","https://openalex.org/W4249305026","https://openalex.org/W2747166117"],"abstract_inverted_index":{"Selecting":[0],"a":[1],"small":[2],"subset":[3],"of":[4,7,10,20,70,72],"genes":[5,11,27],"out":[6],"the":[8,37,60],"thousands":[9],"in":[12,96],"microarray":[13],"data":[14,103],"is":[15],"important":[16],"for":[17],"accurate":[18],"classification":[19],"phenotypes.":[21],"Widely":[22],"used":[23],"methods":[24,52],"typically":[25],"rank":[26],"according":[28],"to":[29,53,87,92],"their":[30],"differential":[31],"expressions":[32,102],"among":[33],"phenotypes":[34,73],"and":[35,50,90],"pick":[36],"top-ranked":[38],"genes.":[39],"We":[40],"observe":[41],"that":[42],"feature":[43],"sets":[44,57],"so":[45],"obtained":[46,58,76],"have":[47],"certain":[48],"redundancy":[49,62],"study":[51],"minimize":[54],"it.":[55],"Feature":[56],"through":[59,77],"minimum":[61],"-":[63],"maximum":[64],"relevance":[65],"framework":[66],"represent":[67],"broader":[68],"spectrum":[69],"characteristics":[71],"than":[74],"those":[75],"standard":[78],"ranking":[79],"methods;":[80],"they":[81],"are":[82],"more":[83],"robust,":[84],"generalize":[85],"well":[86],"unseen":[88],"data,":[89],"lead":[91],"significantly":[93],"improved":[94],"classifications":[95],"extensive":[97],"experiments":[98],"on":[99],"5":[100],"gene":[101],"sets.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":34},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":31},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":23},{"year":2017,"cited_by_count":22},{"year":2016,"cited_by_count":23},{"year":2015,"cited_by_count":27},{"year":2014,"cited_by_count":31},{"year":2013,"cited_by_count":25},{"year":2012,"cited_by_count":30}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
