{"id":"https://openalex.org/W2121583062","doi":"https://doi.org/10.1109/bibm.2010.5706651","title":"Selecting informative genes by Lasso and Dantzig selector for linear classifiers","display_name":"Selecting informative genes by Lasso and Dantzig selector for linear classifiers","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2121583062","doi":"https://doi.org/10.1109/bibm.2010.5706651","mag":"2121583062"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2010.5706651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2010.5706651","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/A5062567062","display_name":"Songfeng Zheng","orcid":"https://orcid.org/0000-0003-0546-8529"},"institutions":[{"id":"https://openalex.org/I119942284","display_name":"Missouri State University","ror":"https://ror.org/01d2sez20","country_code":"US","type":"education","lineage":["https://openalex.org/I119942284"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Songfeng Zheng","raw_affiliation_strings":["Department of Mathematics, Missouri State University, Springfield, MO, USA","Department of Mathematics, Missouri State University, Springfield, MO 65897, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Missouri State University, Springfield, MO, USA","institution_ids":["https://openalex.org/I119942284"]},{"raw_affiliation_string":"Department of Mathematics, Missouri State University, Springfield, MO 65897, USA","institution_ids":["https://openalex.org/I119942284"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037278966","display_name":"Weixiang Liu","orcid":"https://orcid.org/0000-0001-7198-6311"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixiang Liu","raw_affiliation_strings":["Biomedical Engineering Laboratory, School of Medicine, Shenzhen University, Shenzhen, Guangdong, China","Biomedical Engineering Lab, School of Medicine, Shenzhen University, Shenzhen, Guangdong 518060, China"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Laboratory, School of Medicine, Shenzhen University, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Biomedical Engineering Lab, School of Medicine, Shenzhen University, Shenzhen, Guangdong 518060, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062567062"],"corresponding_institution_ids":["https://openalex.org/I119942284"],"apc_list":null,"apc_paid":null,"fwci":0.1352,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54835154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"677","last_page":"680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9800999760627747,"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":0.9783999919891357,"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/lasso","display_name":"Lasso (programming language)","score":0.8933882117271423},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8477770090103149},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6707234978675842},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5730811953544617},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5459349751472473},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5443333387374878},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.5201174020767212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5084125399589539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4870477020740509},{"id":"https://openalex.org/keywords/elastic-net-regularization","display_name":"Elastic net regularization","score":0.4675038754940033},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.42271292209625244},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.366010844707489},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3588731586933136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33011573553085327}],"concepts":[{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.8933882117271423},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8477770090103149},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6707234978675842},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5730811953544617},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5459349751472473},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5443333387374878},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.5201174020767212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5084125399589539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4870477020740509},{"id":"https://openalex.org/C203868755","wikidata":"https://www.wikidata.org/wiki/Q5353562","display_name":"Elastic net regularization","level":3,"score":0.4675038754940033},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.42271292209625244},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.366010844707489},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3588731586933136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33011573553085327},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibm.2010.5706651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2010.5706651","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:bearworks.missouristate.edu:articles-cnas-2950","is_oa":false,"landing_page_url":"https://bearworks.missouristate.edu/articles-cnas/1951","pdf_url":null,"source":{"id":"https://openalex.org/S4377196450","display_name":"BearWorks (Missouri State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119942284","host_organization_name":"Missouri State University","host_organization_lineage":["https://openalex.org/I119942284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"College of Natural and Applied Sciences","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.800000011920929,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1966701961","https://openalex.org/W1993528080","https://openalex.org/W1995386082","https://openalex.org/W1997354144","https://openalex.org/W2034260606","https://openalex.org/W2091433838","https://openalex.org/W2100914242","https://openalex.org/W2109363337","https://openalex.org/W2115767602","https://openalex.org/W2118872355","https://openalex.org/W2133199783","https://openalex.org/W2135046866","https://openalex.org/W2148541040","https://openalex.org/W2157875785","https://openalex.org/W2165093044","https://openalex.org/W3101066107","https://openalex.org/W3102488113","https://openalex.org/W3105340263","https://openalex.org/W4244934246"],"related_works":["https://openalex.org/W2468272465","https://openalex.org/W2429564919","https://openalex.org/W757986597","https://openalex.org/W4212910148","https://openalex.org/W4213314600","https://openalex.org/W4210804200","https://openalex.org/W2380784125","https://openalex.org/W1997711767","https://openalex.org/W2765894738","https://openalex.org/W2804784031"],"abstract_inverted_index":{"Automatically":[0],"selecting":[1,98],"a":[2,11,57],"subset":[3],"of":[4,60],"genes":[5,50,66,100],"with":[6],"strong":[7],"discriminative":[8],"power":[9],"is":[10,91],"very":[12],"important":[13],"step":[14],"in":[15,35,88,97],"classification":[16],"problems":[17],"based":[18],"on":[19],"gene":[20,61],"expression":[21,62],"data.":[22,63],"Lasso":[23,42,90],"and":[24,43],"Dantzig":[25,44,95],"selector":[26,45,96],"are":[27,67],"known":[28],"to":[29,46,70],"have":[30],"automatic":[31],"variable":[32],"selection":[33],"ability":[34],"linear":[36,58,72],"regression":[37],"analysis.":[38],"This":[39],"paper":[40],"employs":[41],"select":[47],"most":[48],"informative":[49,99],"for":[51,74,101],"representing":[52],"the":[53,83],"class":[54],"label":[55],"as":[56],"function":[59],"The":[64],"selected":[65],"further":[68],"used":[69],"fit":[71],"classifiers":[73],"cancer":[75,81],"classification.":[76,102],"On":[77],"3":[78],"publicly":[79],"available":[80],"datasets,":[82],"experimental":[84],"results":[85],"show":[86],"that":[87],"general,":[89],"more":[92],"capable":[93],"than":[94]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
