{"id":"https://openalex.org/W2160578856","doi":"https://doi.org/10.1080/00207720701847711","title":"Weighted bootstrap for neural model selection","display_name":"Weighted bootstrap for neural model selection","publication_year":2008,"publication_date":"2008-03-17","ids":{"openalex":"https://openalex.org/W2160578856","doi":"https://doi.org/10.1080/00207720701847711","mag":"2160578856"},"language":"en","primary_location":{"id":"doi:10.1080/00207720701847711","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720701847711","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-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/A5081071216","display_name":"Shun-Chin Chuang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shun-Chin Chuang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chiao-Tung University, Hsin-Chu, Taiwan","Department of Computer Science and Information Engineering , National Chiao-Tung University , Hsin-Chu,  Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chiao-Tung University, Hsin-Chu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering , National Chiao-Tung University , Hsin-Chu,  Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111740439","display_name":"Wen\u2010Liang Hung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154699","display_name":"National Hsinchu University of Education","ror":"https://ror.org/05prep819","country_code":"TW","type":"education","lineage":["https://openalex.org/I4210154699"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Wen-Liang Hung","raw_affiliation_strings":["Graduate Institute of Computer Science, National Hsinchu University of Education, Hsin-Chu, Taiwan","Graduate Institute of Computer Science, National Hsinchu University of Education , Hsin-Chu,  Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Computer Science, National Hsinchu University of Education, Hsin-Chu, Taiwan","institution_ids":["https://openalex.org/I4210154699"]},{"raw_affiliation_string":"Graduate Institute of Computer Science, National Hsinchu University of Education , Hsin-Chu,  Taiwan","institution_ids":["https://openalex.org/I4210154699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113498483","display_name":"Hsin-Chia Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Chia Fu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chiao-Tung University, Hsin-Chu, Taiwan","Department of Computer Science and Information Engineering , National Chiao-Tung University , Hsin-Chu,  Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chiao-Tung University, Hsin-Chu, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering , National Chiao-Tung University , Hsin-Chu,  Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111740439"],"corresponding_institution_ids":["https://openalex.org/I4210154699"],"apc_list":null,"apc_paid":null,"fwci":1.3441,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88057228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"39","issue":"5","first_page":"557","last_page":"562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9896000027656555,"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/selection","display_name":"Selection (genetic algorithm)","score":0.6651718616485596},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.6124085783958435},{"id":"https://openalex.org/keywords/bootstrap-aggregating","display_name":"Bootstrap aggregating","score":0.58538818359375},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5441436171531677},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.5216332077980042},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5101607441902161},{"id":"https://openalex.org/keywords/bootstrap-model","display_name":"Bootstrap model","score":0.5034312605857849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49996304512023926},{"id":"https://openalex.org/keywords/variance-reduction","display_name":"Variance reduction","score":0.4827960729598999},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.45900484919548035},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4455799460411072},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4389975070953369},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42967498302459717},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41915425658226013},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.38075917959213257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34438034892082214},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.08646053075790405}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6651718616485596},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6124085783958435},{"id":"https://openalex.org/C162040801","wikidata":"https://www.wikidata.org/wiki/Q799897","display_name":"Bootstrap aggregating","level":2,"score":0.58538818359375},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5441436171531677},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.5216332077980042},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5101607441902161},{"id":"https://openalex.org/C2777205145","wikidata":"https://www.wikidata.org/wiki/Q4944080","display_name":"Bootstrap model","level":4,"score":0.5034312605857849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49996304512023926},{"id":"https://openalex.org/C62644790","wikidata":"https://www.wikidata.org/wiki/Q3454689","display_name":"Variance reduction","level":3,"score":0.4827960729598999},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.45900484919548035},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4455799460411072},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4389975070953369},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42967498302459717},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41915425658226013},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.38075917959213257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34438034892082214},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.08646053075790405},{"id":"https://openalex.org/C79118098","wikidata":"https://www.wikidata.org/wiki/Q43101","display_name":"Boson","level":2,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C14591024","wikidata":"https://www.wikidata.org/wiki/Q7778426","display_name":"Particle decay","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207720701847711","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720701847711","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W403322202","https://openalex.org/W1578332971","https://openalex.org/W1971638458","https://openalex.org/W2001994823","https://openalex.org/W2018867844","https://openalex.org/W2019529630","https://openalex.org/W2034562813","https://openalex.org/W2035062376","https://openalex.org/W2043266797","https://openalex.org/W2074513287","https://openalex.org/W2104109662","https://openalex.org/W2117849675","https://openalex.org/W2117897510","https://openalex.org/W2132839152","https://openalex.org/W2176964858","https://openalex.org/W2327088997","https://openalex.org/W2502759836","https://openalex.org/W2587734936","https://openalex.org/W3106889297","https://openalex.org/W4285719527","https://openalex.org/W4300025484"],"related_works":["https://openalex.org/W2923680075","https://openalex.org/W1588945523","https://openalex.org/W2893497403","https://openalex.org/W2159945896","https://openalex.org/W1941776088","https://openalex.org/W1998367823","https://openalex.org/W2088370216","https://openalex.org/W603799526","https://openalex.org/W1485482273","https://openalex.org/W4255881871"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3],"weighted":[4,53,71],"bootstrap":[5,11,31,54,72],"procedure,":[6],"which":[7],"is":[8,24,55],"an":[9,75],"efficient":[10],"technique":[12],"for":[13],"neural":[14],"model":[15],"selection.":[16],"Our":[17],"primary":[18],"interest":[19],"in":[20,43,81],"reducing":[21],"computer":[22],"effort":[23],"to":[25,39,45,78],"not":[26],"resample":[27],"(in":[28],"the":[29,35,52,70],"original":[30,36],"procedure)":[32],"uniformly":[33],"from":[34],"sample,":[37],"but":[38],"modify":[40],"this":[41],"distribution":[42],"order":[44],"obtain":[46],"variance":[47],"reduction.":[48],"The":[49],"performance":[50],"of":[51],"demonstrated":[56],"on":[57],"two":[58],"artificial":[59],"data":[60],"sets":[61],"and":[62],"one":[63],"real":[64],"dataset.":[65],"Experimental":[66],"results":[67],"show":[68],"that":[69],"procedure":[73],"permits":[74],"approximately":[76],"2":[77],"1":[79],"reduction":[80],"replication":[82],"size.":[83]},"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
