{“id”:“https://openalex.org/W2151669914“,”doi“:”https://doi.org/10.1142/s0218001409007132“,”title“:“基于交叉验证的多层PERCEPTRON架构估算增量框架”,“display_name”:“基于跨验证的多层PERCEPTRON架构估算增量架构”,“publication_year”:2009,“publiation_date”:“2009-03-01”,“ids”:{“openalex”:“https://openalex.org/W2151669914“,”doi“:”https://doi.org/10.1142/s0218001409007132“,”mag“:”2151669914“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1142/s0218001409007132“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S41486457“,”display_name“:”国际模式识别与人工智能杂志“,”issn_l“:”0218-0014“,”isn“:[”0218-014“,”1793-6381“],”is_oa“:false,”is-in_doaj“:false,”host_organization“:”https://openalex.org/P4310318815“,”host_organization_name“:”World Scientific“,”host_organization _lineage“:[”https://openalex.org/P4310318815“],”host_organization_lineage_names“:[”World Scientific“],”type“:”journal“},”license“:null,”license_id“:null,”version“:null,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:”journal article“,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”oa_url“:”http://www.cmpe.boun.edu.tr/~ethem/files/papers/oya_ijprai.pdf“,”any_repository_has_fulltext“:true},”作者身份“:[{”作者位置“:”第一个“,”作者“:{”id“:”https://openalex.org/A5076160972“,”display_name“:”Oya Aran“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4405392“,”display_name“:”Bo\u011fazi\u00e7i University“,”ror“:”https://ror.org/03z9tma90“,”country_code“:”TR“,”type“:“教育”,”世系“:[”https://openalex.org/I4405392“]}],”国家“:[”TR“],”is_corresponding“:false,”raw_author_name“:”Oya Aran“,”raw _affiliation_strings“:[“计算机工程系,Bo\u011fazi\u00e7i大学,TR-34342,伊斯坦布尔,土耳其”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5040262351“,”display_name“:”Olcay Taner Y\u0131ld\u0131 z“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4405392“,”display_name“:”Bo\u011fazi\u00e7i University“,”ror“:”https://ror.org/03z9tma90“,”country_code“:”TR“,”type“:“教育”,”世系“:[”https://openalex.org/I4405392“]}],”国家“:[”TR“],”is_corresponding“:false,”raw_author_name“:”Olcay Taner Yildiz“,”raw _affiliation_strings“:[“计算机工程系,Bo\u011fazi\u00e7i University,TR-34342,伊斯坦布尔”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5066373250“,”display_name“:”Ethem Alpayd\u0131n“,”orcid“:”https://orcid.org/0000-0001-7506-0321},“机构”:[{“id”:https://openalex.org/I4405392“,”display_name“:”Bo\u011fazi\u00e7i University“,”ror“:”https://ror.org/03z9tma90“,”country_code“:”TR“,”type“:“教育”,”世系“:[”https://openalex.org/I4405392“]}],”国家“:[”TR“],”is_corresponding“:false,”raw_author_name“:”Ethem Alpaydin“,”raw _ afiliation_strings“:[“计算机工程系,Bo\u011fazi\u00e7i University,TR-34342,Istanbul,Turkey”]}]“countries _ distinct_count”:1,“institutions _ disting_count“:1,”corresponding_author_ids“:[],”apc_list“:null,”apc_payd“:null,”has_fulltext“:true,”fulltext_origin“:”ngrams“,”cited_by_count“:22,”cited_by_percentile_year“:{”min“:90,”max“:91},”biblio“:”volume“:“23”,“issue”:“02”,“first_page”:“159”,“last_page”:“190”},“is_retracted”:false,“is_paratext”:false,“primary_topic”:{“id”:“”https://openalex.org/T10320“,”display_name“:”神经网络基础与应用“,”score“:0.9998,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10320“,”display_name“:”神经网络基础与应用“,”score“:0.9998,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T12676“,”display_name“:”极限学习机器的理论与应用“,”score“:0.9973,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10057“,”“display_name”:“人脸识别和降维技术”,“score”:0.9947,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/incremental-learning网站“,”display_name“:”增量学习“,”score“:0.533587},{”id“:”https://openalex.org/keywords/regression网站“,”display_name“:”回归“,”score“:0.520416},{”id“:”https://openalex.org/keywords/ensembly-learning“,”display_name“:”合奏学习“,”score“:0.513987},{”id“:”https://openalex.org/keywords/support-vector-machines网站“,”display_name“:”支持向量机“,”score“:0.510132},{”id“:”https://openalex.org/keywords/ensemble-methods(https://openalex.org/keywords/ensemble-methods)“,”display_name“:”集合方法“,”score“:0.508465}],”概念“:[{”id“:”https://openalex.org/C150921843,“wikidata”:https://www.wikidata.org/wiki/Q1170431“,”display_name“:”重新采样“,”level“:2,”score“:0.70338196},{”id“:”https://openalex.org/C27181475,“wikidata”:https://www.wikidata.org/wiki/Q541014“,”display_name“:”Cross-validation“,”level“:2,”score“:0.5621115},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.54882914},{”id“:”https://openalex.org/C62611344,“wikidata”:https://www.wikidata.org/wiki/Q1062658“,”display_name“:”节点(物理)“,”级别“:2,”分数“:0.5451464},{”id“:”https://openalex.org/C60908668,“wikidata”:https://www.wikidata.org/wiki/Q690207“,”display_name“:”Perceptron“,”level“:3,”score“:0.49659258},{”id“:”https://openalex.org/C206041023,“wikidata”:https://www.wikidata.org/wiki/Q1751970“,”display_name“:”Wilcoxon signed-rank test“,”level“:3,”score“:0.48003235},{”id“:”https://openalex.org/C127808970,“wikidata”:https://www.wikidata.org/wiki/Q385989“,”display_name“:”Bonferroni correction“,”level“:2,”score“:0.42322126},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.41037548},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395网址“,”display_name“:”数学“,”等级“:0,”分数“:0.40301377},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.39164564},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.33847547},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.32351243},{”id“:”https://openalex.org/C105795698,“wikidata”:https://www.wikidata.org/wiki/Q12483“,”display_name“:”Statistics“,”level“:1,”score“:0.17332658},{”id“:”https://openalex.org/C66938386,“wikidata”:https://www.wikidata.org/wiki/Q633538(网址:https://www.wikidata.org/wiki/Q633538)“,”display_name“:”结构工程“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”工程“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C12868164,“wikidata”:https://www.wikidata.org/wiki/Q1424533“,”display_name“:”Mann\u2013Whitney U test“,”level“:2,”score“:0.0}],”mesh“:[],”locations_count“:2.,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1142/s0218001409007132“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S41486457“,”display_name“:”国际模式识别与人工智能杂志“,”issn_l“:”0218-0014“,”isn“:[”0218-014“,”1793-6381“],”is_oa“:false,”is-in_doaj“:false,”host_organization“:”https://openalex.org/P4310318815“,”host_organization_name“:”World Scientific“,”host_organization _lineage“:[”https://openalex.org/P4310318815“],”host_organization_lineage_names“:[”World Scientific“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.11.157.1262,“pdf_url”:http://www.cmpe.boun.edu.tr/~ethem/files/papers/oya_ijprai.pdf“,”源“:{”id“:”https://openalex.org/S4306400349“,”display_name“:”CiteSeer X(宾夕法尼亚州立大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I130769515“,”“host_organization_name”:“宾夕法尼亚州立大学”,“host_ordanization_lineage”:[“https://openalex.org/I130769515“],”host_organization_lineage_names“:[”Pennsylvania State University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.11.157.1262,“pdf_url”:http://www.cmpe.boun.edu.tr/~ethem/files/papers/oya_ijprai.pdf“,”源“:{”id“:”https://openalex.org/S4306400349“,”display_name“:”CiteSeer X(宾夕法尼亚州立大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I130769515“,”“host_organization_name”:“宾夕法尼亚州立大学”,“host_ordanization_lineage”:[“https://openalex.org/I130769515“],”host_organization_lineage_names“:[”Pennsylvania State University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[],“grants”:[]、“datasets”:[],“versions”:[】,“referenced_works_count”:54,“referrenced_works”:]”https://openalex.org/W1480376833","https://openalex.org/W1495622954","https://openalex.org/W1981575110","https://openalex.org/W1982481818","https://openalex.org/W1984271318","https://openalex.org/W1995571198","https://openalex.org/W2003172213","https://openalex.org/W2005006033","https://openalex.org/W2005256561","https://openalex.org/W2011527873","https://openalex.org/W2011723251","https://openalex.org/W2013875843","https://openalex.org/W2014124733","https://openalex.org/W2020663993","https://openalex.org/W2021056606","https://openalex.org/W2022290342","https://openalex.org/W2027682888","https://openalex.org/W2040604977","https://openalex.org/W2042481239","https://openalex.org/W2056558004","https://openalex.org/W2065005304","https://openalex.org/W2076118331","https://openalex.org/W2082370871","https://openalex.org/W2084347670","https://openalex.org/W2091886411","https://openalex.org/W2093190817","https://openalex.org/W2096116197","https://openalex.org/W2099759795","https://openalex.org/W2100595623","https://openalex.org/W2102282044","https://openalex.org/W2108604074","https://openalex.org/W2110179049","https://openalex.org/W2114843529","https://openalex.org/W2114865067","https://openalex.org/W2116119284","https://openalex.org/W2117941247","https://openalex.org/W2122040390","https://openalex.org/W2122372758","https://openalex.org/W2126333738","https://openalex.org/W2127301223","https://openalex.org/W2128033389","https://openalex.org/W2141695047","https://openalex.org/W2142105298","https://openalex.org/W2142544077","https://openalex.org/W2145085734","https://openalex.org/W2148034566","https://openalex.org/W2149494476","https://openalex.org/W2153481865","https://openalex.org/W2165866200","https://openalex.org/W2167277498","https://openalex.org/W2169228003","https://openalex.org/W2169976759","https://openalex.org/W2176964858","https://openalex.org/W4301970156“],”related_works“:[”https://openalex.org/W4253992846","https://openalex.org/W2917228042","https://openalex.org/W2901814704","https://openalex.org/W2564440352","https://openalex.org/W2461483947","https://openalex.org/W2390064908","https://openalex.org/W2239990209","https://openalex.org/W2052515325","https://openalex.org/W1965088310","https://openalex.org/W1903837062“],”ngrams_url“:”https://api.openalex.org/works/W2151669914/ngrams网站“,”“abstract_inverted_index”:{“We”:[0,39,87122],“define”:[1],“the”:[2,6,20,31,64,68,74,79,84,90174183],“problem”:[3],“of”:[4,8,92176],“optimization”:[5],“architecture”:[7],“a”:[9,14],“layerly”:[10],“perceptron”:[11],“(MLP)”:[12],“as”:[13],“state”:[15],”space“:[16],”搜索“:[17,62],”和“:[18,33,50,56,66,81114130165200],”提议“:[19],”MOST“:[21186],”(Multiple”:[22],“Operators”:[23],“using”:[24,37,47157],“Statistical”:[25],“Tests)“:[26],“framework”:[27],“that”:[28,43],“incrementally”:[29],“modifies”:[30],“structure”:[32],“checks”:[34],“for”:[35,63,89117],“improvement”:[36],“cross-validation”。“:[38],”考虑“:[40],”五“:[41],”变体“:[42156187],”实现“:[44],”向前/向后“:[45],”搜索“:[46],”单个/多个“:[48],”运算符“:[49178],”查找“:[51151],”深度-第一个/宽度-第一个。“:[52],“开”:[53139],“44”:[54],“分类”:[55],“30”:[57],“回归”:[58],“数据集”,“:[59141],“我们”:[60],“穷尽”:[61],“最佳”:[65,80],“评估”:[67],“优度”:[69],“基于”:[70],“关于”:[71],“(1)”:[72138],“顺序”:[73],“精度”:[75],““:[76125143],”尊重“:[77],”到“:[78182],”(2)“:[82149],”等级“,:[83],”计算“:[85],”复杂性。“:[86],”check“:[88],”effect“:[91],”two“:[93115],”resampling“:[94],”methods“:[95],”(5”:[96104],“\u00d7”:[97105],“2,”:[98],“ten-fold”:[99109],“cv),“:[100],”four“:[101],”statistical“:[102],”tests“:[103],”2“:[106],”cv“:[107110],”t,“:[108111],“威尔科森,”:[112],“符号)”:[113],“更正”:[116],“倍数”:[118177],“比较”:[119],“(Bonferroni,“:[120],”霍尔姆)。“:[121],”另一个“:[123],”比较“:[124],”动态“:[126],”节点“:[127],”创建“:[128],”(DNC)“:[129],”级联“:[131],”相关“:[132],“(CC)。“:[133],“我们的”:[134],“结果”:[135],“显示”:[136],“那:”:[137],“最多”:[140],“网络”:[142180191],“很少”:[144],“隐藏”:[145],“单位”:[146],“是”:[147],“最优”:[148184],“向前”:[150],“发现”:[152179],“更简单”:[153190],“架构”:[154],“(3)”:[155],“单一”:[158],“节点”:[159],“添加”:[160],“(删除)”:[161],“一般“:[162188],“停止”:[163],“早”:[164],“获取”:[166],“卡住”:[167],“in”:[168],“简单”:[169],“(复杂)”:[170],“网络”,“:[171],”(4)“:[172],“选择”:[173],“最佳”:[175],“更近”:[181],“5”:[185],“查找”:[189],“有”:[192],“更低”:[193],“或“:[194],”可比较“:[195],”错误“:[196],”费率“:[197],”比“:[198],”DNC“:[199],”抄送“:[201]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2151669914“,”“counts_by_year”:[{“年份”:2022,”“cited_by_count”:2},{“年度”:2021,”“cited_by_cunt”:1},}“年份“:2020,”“:2014,”cited_by_count“:1},{“年份”:2013,”cited_by_count”:2}],”updated_date“:”2024-05-13T12:15:26.146219“,”创建日期“:”2016-06-24“}