{"id":"https://openalex.org/W148338498","doi":null,"title":"Cost-efficient Variable Selection Using Branching LARS","display_name":"Cost-efficient Variable Selection Using Branching LARS","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W148338498","mag":"148338498"},"language":"en","primary_location":{"id":"pmh:oai:ir.lib.uwo.ca:etd-1090","doi":null,"is_oa":true,"landing_page_url":"https://ir.lib.uwo.ca/etd/43","pdf_url":"https://ir.lib.uwo.ca/etd/43","source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electronic Thesis and Dissertation Repository","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.lib.uwo.ca/etd/43","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060147458","display_name":"Li Hua Yue","orcid":"https://orcid.org/0009-0006-7876-2496","observed_orcids":["https://orcid.org/0009-0006-7876-2496"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Li Hua Yue","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0006-7876-2496","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5060147458"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.968999981880188},{"id":"https://openalex.org/keywords/lars","display_name":"LARS","score":0.593999981880188},{"id":"https://openalex.org/keywords/sparse-regression","display_name":"sparse regression","score":0.46000000834465027}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6337456703186035},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5787832736968994},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.565748393535614},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5252729654312134},{"id":"https://openalex.org/C206175624","wikidata":"https://www.wikidata.org/wiki/Q595731","display_name":"Branching (polymer chemistry)","level":2,"score":0.5135540962219238},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.44596588611602783},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44456595182418823},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.43258556723594666},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4311273396015167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38169482350349426},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3468019962310791},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3123171925544739},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19600853323936462},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:ir.lib.uwo.ca:etd-1090","doi":null,"is_oa":true,"landing_page_url":"https://ir.lib.uwo.ca/etd/43","pdf_url":"https://ir.lib.uwo.ca/etd/43","source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electronic Thesis and Dissertation Repository","raw_type":"text"},{"id":"pmh:oai:uwo.scholaris.ca:20.500.14721/34372","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.14721/34372","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"thesis"},{"id":"mag:148338498","doi":null,"is_oa":false,"landing_page_url":"https://ir.lib.uwo.ca/cgi/viewcontent.cgi?article=1090&context=etd","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:ir.lib.uwo.ca:etd-1090","doi":null,"is_oa":true,"landing_page_url":"https://ir.lib.uwo.ca/etd/43","pdf_url":"https://ir.lib.uwo.ca/etd/43","source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electronic Thesis and Dissertation Repository","raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W148338498.pdf","grobid_xml":"https://content.openalex.org/works/W148338498.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1510761797","https://openalex.org/W1988790447","https://openalex.org/W1995691260","https://openalex.org/W2010824638","https://openalex.org/W2013805643","https://openalex.org/W2020925091","https://openalex.org/W2025977797","https://openalex.org/W2054821997","https://openalex.org/W2063978378","https://openalex.org/W2070094080","https://openalex.org/W2086205459","https://openalex.org/W2095827227","https://openalex.org/W2100000728","https://openalex.org/W2115834892","https://openalex.org/W2118631110","https://openalex.org/W2121113553","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2479236352","https://openalex.org/W2951870768","https://openalex.org/W4294541781"],"related_works":["https://openalex.org/W2102074043","https://openalex.org/W2283254379","https://openalex.org/W2580372904","https://openalex.org/W4234944824","https://openalex.org/W2527675597","https://openalex.org/W7100791388","https://openalex.org/W6990006137","https://openalex.org/W2124786874","https://openalex.org/W7020776723","https://openalex.org/W2530114573"],"abstract_inverted_index":{"The":[0],"thesis":[1],"cover":[2],"page":[3,42],"in":[4],"the":[5,36],"PDF":[6],"document":[7],"includes":[8],"references":[9],"to":[10,22,32],"Western":[11,51],"University\u2019s":[12],"previous":[13],"institutional":[14],"repository":[15],"platform,":[16],"known":[17],"as":[18],"Scholarship@Western,":[19],"and":[20],"links":[21],"that":[23],"platform":[24],"(beginning":[25],"with":[26],"ir.lib.uwo.ca).":[27],"In":[28],"citing":[29],"or":[30,38],"referring":[31],"this":[33,41],"thesis,":[34],"use":[35],"DOI":[37],"handle":[39],"from":[40],"instead.":[43],"Sample":[44],"citation:":[45],"Author":[46],"name,":[47],"\"Thesis":[48],"title.\"":[49],"(Year).":[50],"University":[52],"Open":[53],"Repository.":[54],"https://doi.org/10.71858/123456.":[55]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
