{“id”:“https://openalex.org/W4376480558“,”doi“:”https://doi.org/10.109/mitp.2023.3262923,“title”:“2013年人机交互中机器学习需要多少数据?:重新估计基于卷积神经网络的视觉感知模型的数据集大小”,“display_name”:“2013年人机交互中机器学习需要多少数据?:重新估计基于卷积神经网络的视觉感知模型的数据集大小”,“publication_year”:2023,“publiation_date”:“2023-03-01”,“ids”:{“openalex”:“https://openalex.org/W4376480558“,”doi“:”https://doi.org/10.109/mitp.2023.3262923“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/mitp.2023.3262923“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S86192639“,”display_name“:”IT Professional“,”issn_l“:”1520-9202“,”isn“:[”1520-92“,”1941-045X“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320439“,”“host_organization_name”:“IEEE Computer Society”,“host_ordanization_lineage”:[“https://openalex.org/P4310320439","https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”IEEE计算机学会“,”电气和电子工程师协会“],”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“:false,”oa_status“:”closed“,”oa_url“:null,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5081881960“,”display_name“:”Maxim Bakaev“,”orcid“:”https://orcid.org/0000-0002-1889-0692“},”机构“:[],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Maxim Bakaev“,”raw _ afiliation_strings“:[“独立用户体验顾问,俄罗斯新西伯利亚”],”affiliations“:[{”raw _affiliation_strong“:”独立用户体验咨询,俄罗斯新西伯利亚“,”institution_ids“:[]}]},{”author_position“:”middle“,”作者“:{”id“:”https://openalex.org/A5056374262“,”display_name“:”塞巴斯蒂安·海尔“,”兽人“:”https://orcid.org/0000-0003-2761-9009},“机构”:[{“id”:https://openalex.org/I2610724“,”display_name“:”Chemnitz科技大学“,”ror“:”https://ror.org/00a208s56“,”country_code“:”DE“,”type“:“教育”,”世系“:[”https://openalex.org/I2610724“]}],”countries“:[”DE“],”is_corresponding“:false,”raw_author_name“:”Sebastian Heil“,”raw_affiation_strings“:[”德国开姆尼茨工业大学“],”affiliations“:[{”raw_affiation_string“:”德国开姆尼茨工业大学“,”institution_ids“:[”https://openalex.org/I2610724“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5045033000“,”display_name“:”Vladimir Khvorostov“,”orcid“:”https://orcid.org/0000-0002-7507-6662“},”机构“:[],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Vladimir Khvorostov“,”raw _ afiliation_strings“:[“独立软件开发人员,俄罗斯新西伯利亚”],”affiliations“:[{”raw _affiliation_string“:”独立软件开发员,俄罗斯新西伯利亚“,”institution_ids“:[]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5087069237“,”display_name“:”Martin Gaedke“,”orcid“:”https://orcid.org/0000-0002-6729-2912},“机构”:[{“id”:https://openalex.org/I2610724“,”display_name“:”Chemnitz科技大学“,”ror“:”https://ror.org/00a208s56“,”country_code“:”DE“,”type“:“教育”,”世系“:[”https://openalex.org/I2610724“]}],”国家“:[”DE“],”is_corresponding“:false,”raw_author_name“:”Martin Gaedke“,”raw _ afiliation_strings“:[“Chemnitz Technical University,Chennitz,Germany”],”affiliations“:[{”raw _affiliation_string“:”Chemnitz-Technical University:“,German”,“institution_ids”:[”https://openalex.org/I2610724“]}]}],”countries_distinct_count“:2,”institutions_disting_count”:1,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]“apc_list”:null,”apc_payed“:null”,“fwci”:1.459,”has_fulltext“:false,”cited_by_count nt“:true},”cited_by_percentile_year“:{”min“:88,”max“:91},”biblio“:{”volume“:”25“,”issue“:”2“,”first_page“:”23“,”last_page“:“29”},“is_retracted”:false,“is_paratext”:false,“primary_topic”:{“id”:“https://openalex.org/T11605“,”“display_name”:“视觉显著性检测的计算模型”,“score”:0.9989,“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“}},”主题“:[{”id“:”https://openalex.org/T11605“,”“display_name”:“视觉显著性检测的计算模型”,“score”:0.9989,“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“}},{”id“:”https://openalex.org/T12650“,”display_name“:”神经科学中的神经美学和美感“,”score“:0.9972,”subfield“:{”id“:”https://openalex.org/subfields/2805“,”display_name“:”认知神经科学“},”字段“:{”id“:”https://openalex.org/fields/28“,”display_name“:”Neuroscience“},”domain“:{”id“:”https://openalex.org/domains/1“,”display_name“:”生命科学“}},{”id“:”https://openalex.org/T10427“,”display_name“:”视觉感知和处理的神经机制“,”score“:0.9901,”subfield“:{”id“:”https://openalex.org/subfields/2805“,”display_name“:”认知神经科学“},”字段“:{”id“:”https://openalex.org/fields/28“,”display_name“:”Neuroscience“},”domain“:{”id“:”https://openalex.org/domains/1“,”display_name“:”生命科学“}}],”关键词“:[{”id“:”https://openalex.org/关键词/有序性“,”display_name“:”有序“,”score“:0.57749605},{”id“:”https://openalex.org/keywords/感知学习“,”display_name“:”感知学习“,”score“:0.515162},{”id“:”https://openalex.org/keywords/neurnal-adaptation网站“,”display_name“:”神经适应“,”score“:0.504471},{”id“:”https://openalex.org/keywords/feature网站“,”display_name“:”功能(语言学)“,”分数“:0.47339356}],”概念“:[{”id“:”https://openalex.org/C41008148“,”wikidata“:”https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7776097},{”id“:”https://openalex.org/C119857082“,”wikidata“:”https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.6529236},{”id“:”https://openalex.org/C81363708“,”wikidata“:”https://www.wikidata.org/wiki/Q17084460网址“,”display_name“:”卷积神经网络“,”level“:2,”score“:0.6380795},{”id“:”https://openalex.org/C154945302“,”wikidata“:”https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.62463593},{”id“:”https://openalex.org/C2775920722“,”wikidata“:”https://www.wikidata.org/wiki/Q7100719“,”display_name“:”有序“,”level“:2,”score“:0.57749605},{”id“:”https://openalex.org/C50644808“,”wikidata“:”https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.49814963},{”id“:”https://openalex.org/C2776401178“,”wikidata“:”https://www.wikidata.org/wiki/Q12050496“,”display_name“:”功能(语言学)“,”级别“:2,”分数“:0.47339356},{”id“:”https://openalex.org/C26760741“,”wikidata“:”https://www.wikidata.org/wiki/Q160402“,”display_name“:”Perception“,”level“:2,”score“:0.4238674},{”id“:”https://openalex.org/C15744967“,”wikidata“:”https://www.wikidata.org/wiki/Q9418“,”display_name“:”心理学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C77805123“,”wikidata“:”https://www.wikidata.org/wiki/Q161272“,”display_name“:”社会心理学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C41895202“,”wikidata“:”https://www.wikidata.org/wiki/Q8162“,”display_name“:”语言学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C138885662“,”wikidata“:”https://www.wikidata.org/wiki/Q5891“,”display_name“:”哲学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C169760540“,”wikidata“:”https://www.wikidata.org/wiki/Q207011“,”display_name“:”Neuroscience“,”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“:1,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/mitp.2023.3262923“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S86192639“,”display_name“:”IT Professional“,”issn_l“:”1520-9202“,”isn“:[”1520-92“,”1941-045X“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320439“,”“host_organization_name”:“IEEE Computer Society”,“host_ordanization_lineage”:[“https://openalex.org/P4310320439","https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”IEEE Computer Society“,”Institute of Electrical and Electronics Engineers“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nul,“sustainable_development_goals”:[],“grant:[],”datasets“:[]”,“versions”:[[],“referenced_works_count“:20,”referenced_works“:[”https://openalex.org/W1964380033","https://openalex.org/W1980665706","https://openalex.org/W1999404243","https://openalex.org/W2047933422","https://openalex.org/W2090921891","https://openalex.org/W2166261011","https://openalex.org/W2884443195","https://openalex.org/W2902900188","https://openalex.org/W2921488597","https://openalex.org/W2962843773","https://openalex.org/W2981679558","https://openalex.org/W3012413426","https://openalex.org/W3031454183","https://openalex.org/W3035563919","https://openalex.org/W3044177754","https://openalex.org/W3093501041","https://openalex.org/W3100314869","https://openalex.org/W3171661055","https://openalex.org/W4243791610","https://openalex.org/W4285111453“],”related_works“:[”https://openalex.org/W4210486920","https://openalex.org/W3125810014","https://openalex.org/W2981131928","https://openalex.org/W2913385005","https://openalex.org/W2584714167","https://openalex.org/W2377385172","https://openalex.org/W2248796447","https://openalex.org/W2075809698","https://openalex.org/W2072922866","https://openalex.org/W1528701848“],”ngrams_url“:”https://api.openalex.org/works/W4376480558/ngrams网站“,”abstract_inverted_index“:{”Artificial“:[0],”intelligence“:[1],”(AI)-based“:[2],”user interface“:[3],”(UI)“:[4],”design“:[5],”and“:[6,25,76128],”evaluation“:[7],”are“:[8],”current“:[9],”constrained“:[10],”by“:[11],”the“:[12,28,58,81,95114],”稀缺“:[13],”of“:[14],“人工生成”:[15],“训练”:[16,60],“数据”:[17],“相应地”:[18],“选择”:[19],“适当”:[20],“神经”:[21],“网络”:[22],“(NN)”:[23],“架构”:[24],“仔细”:[26],“规划”:[27],“样本”:[29],”大小“:[30,62,97],“是”:[31,99],“基本”:[32],“对于”:[33,44],“构建”:[34],“准确”:[35],“机器”:[36],“学习”:[37],“模型”。“:[38],”以前,“:[39],”我们“:[40],”有“:[41],”估计“:[42],”那“:[43,80,94],“a”:[45103],“卷积”:[46],“NN”:[47],“to”:[48,86],“product”:[49],“better”:[50100],“mean”:[51],“square”:[52],“errors”:[53],“(MSE)”:[54],“than”:55126131],“feature-based”:[56],“models”,“:[57],“required”:59],“dataset”:[61,96],“should”:[63,83],“是”:[64,84],“大约”:[65],“3000.”:[66],“我们的”:[67],“当前”:[68],“验证”:[69],“研究”:[70],“有”:[71118],“大致”:[72],“4000”:[73],“网络”:[74],“用户界面”:[75],“233”:[77],“受试者”:[78],“建议”:[79],“估计”:[82],“更接近”:[85],“17000。”:[87],“我们”:[88106],“提议”:[89],“更正”:[90],“回归”:[91],“模型”:[92120],“建议“:[93],”效果“:[98],”描述“:[101],”使用“:[102],”对数“:[104],”函数。“:[105],”也“:[107],”报告“:[108],”显著“:[109],”差异“:[110],”in“:[111],”MSE“:[112],”between“:[113],”employed“:[115],”感知“:[116],”dimensions“:[117],”美学“:[119],”having“:[121],”an“:[122],”MSE“:[123],”21.5%“:[124],”更糟“:[125130],”复杂性“:[127],“12.1%”:[129],“有序。“:[132]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4376480558“,”counts_by_year“:[{”年份“:2024,”cited_by_count“:2},{”年“:2023,”cited_by_count”:1}],”更新日期“:”2024-08-20T13:22:55.846669“,”创建日期“:“2023-05-14”}