{"id":"https://openalex.org/W1967130062","doi":"https://doi.org/10.1155/2007/16354","title":"Quantification of the Impact of Feature Selection on the Variance of Cross-Validation Error Estimation","display_name":"Quantification of the Impact of Feature Selection on the Variance of Cross-Validation Error Estimation","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1967130062","doi":"https://doi.org/10.1155/2007/16354","mag":"1967130062","pmid":"https://pubmed.ncbi.nlm.nih.gov/17713587"},"language":"en","primary_location":{"id":"doi:10.1155/2007/16354","is_oa":false,"landing_page_url":"https://doi.org/10.1155/2007/16354","pdf_url":null,"source":{"id":"https://openalex.org/S22696228","display_name":"EURASIP Journal on Bioinformatics and Systems Biology","issn_l":"1687-4145","issn":["1687-4145","1687-4153"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Bioinformatics and Systems Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3171328","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101604043","display_name":"Yufei Xiao","orcid":"https://orcid.org/0000-0002-9087-9607"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yufei Xiao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA","Department of Electrical and Computer, Engineering, Texas A&M University, College Station, TX#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Department of Electrical and Computer, Engineering, Texas A&M University, College Station, TX#TAB#","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100559028","display_name":"Jianping Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I1284308235","display_name":"Translational Genomics Research Institute","ror":"https://ror.org/02hfpnk21","country_code":"US","type":"facility","lineage":["https://openalex.org/I1284308235"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianping Hua","raw_affiliation_strings":["Computational Biology Division, Translational Genomics Research Institute, Phoenix, AZ#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Biology Division, Translational Genomics Research Institute, Phoenix, AZ#TAB#","institution_ids":["https://openalex.org/I1284308235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112221423","display_name":"Edward R. Dougherty","orcid":null},"institutions":[{"id":"https://openalex.org/I1284308235","display_name":"Translational Genomics Research Institute","ror":"https://ror.org/02hfpnk21","country_code":"US","type":"facility","lineage":["https://openalex.org/I1284308235"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward R. Dougherty","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX and Computational Biology Division, Translational Genomics Research Institute, Phoenix, AZ#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX and Computational Biology Division, Translational Genomics Research Institute, Phoenix, AZ#TAB#","institution_ids":["https://openalex.org/I1284308235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101604043"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":1.0758,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.74678487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2007","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9796000123023987,"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":0.9796000123023987,"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/feature-selection","display_name":"Feature selection","score":0.7563204765319824},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6559134721755981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5801376700401306},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5269445180892944},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.4803706109523773},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.47331440448760986},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.47280994057655334},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.47257936000823975},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4547216296195984},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4439612925052643},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.42971867322921753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.400948166847229},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3956473767757416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3229510188102722}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7563204765319824},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6559134721755981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5801376700401306},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5269445180892944},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.4803706109523773},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.47331440448760986},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.47280994057655334},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.47257936000823975},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4547216296195984},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4439612925052643},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.42971867322921753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.400948166847229},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3956473767757416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3229510188102722},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2007/16354","is_oa":false,"landing_page_url":"https://doi.org/10.1155/2007/16354","pdf_url":null,"source":{"id":"https://openalex.org/S22696228","display_name":"EURASIP Journal on Bioinformatics and Systems Biology","issn_l":"1687-4145","issn":["1687-4145","1687-4153"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Bioinformatics and Systems Biology","raw_type":"journal-article"},{"id":"pmid:17713587","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17713587","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP journal on bioinformatics & systems biology","raw_type":null},{"id":"pmh:oai:europepmc.org:2177027","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3171328","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:2177027","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3171328","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G2497594810","display_name":"Nanotox: Gene Expression Profiling of Single-Walled Carbon Nanotubes: A Unique Safety Assessment Approach","funder_award_id":"0536679","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8567467160","display_name":"A Systems Approach to Genomic Signal Processing: From Signal Extraction to Regulatory Intervention","funder_award_id":"0514644","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W230097570","https://openalex.org/W1564947197","https://openalex.org/W2014915963","https://openalex.org/W2026535637","https://openalex.org/W2078064739","https://openalex.org/W2100468749","https://openalex.org/W2105981176","https://openalex.org/W2110298216","https://openalex.org/W2126006197","https://openalex.org/W2128985829","https://openalex.org/W2142320625","https://openalex.org/W2148633389","https://openalex.org/W2160450758","https://openalex.org/W2163915562"],"related_works":["https://openalex.org/W2146076056","https://openalex.org/W2563096758","https://openalex.org/W2109135198","https://openalex.org/W2173022174","https://openalex.org/W2746366400","https://openalex.org/W4251128056","https://openalex.org/W2086396635","https://openalex.org/W4386053843","https://openalex.org/W2263302838","https://openalex.org/W1649402246"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
