{“id”:“https://openalex.org/W4391058016“,”doi“:”https://doi.org/10.1016/j.soc.2024.111301“,”title“:“基于生成对抗网络的复杂机电系统非平衡多维时间序列增强方法”,“display_name”:“基于产生对抗网络的复杂性机电系统非均衡多维时间序列扩展方法”,”publication_year“:2024,”publication_date“:”2024-01-20“,”id“:{”openalex“:”https://openalex.org/W4391058016“,”doi“:”https://doi.org/10.1016/j.asoc.2024.11310“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.asoc.2024.11310“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S140556538“,”display_name“:”Applied Soft Computing“,”issn_l“:”1568-4946“,”isn“:[”1568-49“,”1872-9681“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],”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/A5071875737“,”display_name“:”Rongxi Wang“,”orcid“:”https://orcid.org/0000-0001-5958-0642},“机构”:[{“id”:https://openalex.org/I87445476“,”display_name“:”西安交通大学“,”ror“:”https://ror.org/017zhmm22“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I87445476网址“]}],”国家“:[”CN“],”is_corresponding“:true,”raw_author_name“:”Rongxi Wang“,”raw _ afiliation_strings“:[“西安交通大学制造系统工程国家重点实验室,西安710049”],”affiliations“:”西安交通大学制造系统工程国家重点实验室,西安710049”,“institution_ids”:[“https://openalex.org/I87445476“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5100679282“,”display_name“:”Te Li“,”orcid“:”https://orcid.org/0000-0002-4471-107X},“机构”:[{“id”:https://openalex.org/I87445476“,”display_name“:”西安交通大学“,”ror“:”https://ror.org/017zhmm22“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I87445476“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Te Li“,”rau_affiliation_strings“:[“西安交通大学制造系统工程国家重点实验室,西安710049”],”affiliations“:[{”raw_affiliation_string“:”西安交通大学制造系统工程国家重点实验室,西安710049”,“institution_ids”:[“https://openalex.org/I87445476“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5058252467“,”display_name“:”Zekai J.Gao“,”orcid“:”https://orcid.org/0000-0002-1886-1912},“机构”:[{“id”:https://openalex.org/I87445476“,”display_name“:”西安交通大学“,”ror“:”https://ror.org/017zhmm22“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I87445476“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Zekai Gao“,”raw_affiliation_strings“:[“西安交通大学制造系统工程国家重点实验室,西安710049”],”affiliations“:”西安交通大学制造系统工程国家重点实验室,西安710049”,“institution_ids”:[“https://openalex.org/I87445476“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5041300309“,”display_name“:”辛涛燕“,”兽人“:”https://orcid.org/0000-0002-0569-5628},“机构”:[{“id”:https://openalex.org/I87445476网址“,”display_name“:”西安交通大学“,”ror“:”https://ror.org/017zhmm22“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I87445476“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Xuegang Yan“,”raw _ afiliation_strings“:[“西安交通大学制造系统工程国家重点实验室,西安710049”],”affiliations“:”西安交通大学制造系统工程国家重点实验室,西安710049”,“institution_ids”:[“https://openalex.org/I87445476“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5100346222“,”display_name“:”Jin Wang“,”orcid“:”https://orcid.org/0000-0003-4513-761X},“机构”:[{“id”:https://openalex.org/I87445476“,”display_name“:”西安交通大学“,”ror“:”https://ror.org/017zhmm22“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I87445476“]],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Jin Wang“,”raw_affiation_string“:[”西安交通大学制造系统工程国家重点实验室,西安710049“],”附属机构“:[{”raw_affiation_string“:”西安交通大学制造系统工程国家重点实验室,西安710049”,“institution_ids”:[“https://openalex.org/I87445476“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5100422381“,”display_name“:”Zhen Wang“,”orcid“:”https://orcid.org/0000-0002-8637-8375},“机构”:[{“id”:https://openalex.org/I4210123254“,”display_name“:”火电研究院“,”ror“:”https://ror.org/020jz8z49“,”“country_code”“:”CN“,”type“:”facility“,”lineage“:[”https://openalex.org/I4210123254“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Zhen Wang“,”rau_affiliation_strings“:[“西安火电研究院股份有限公司,中国西安710054”],”affiliations“:[{”raw_affiliation_string“:”西安火电研究所股份有限公司https://openalex.org/I4210123254“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5101627796“,”display_name“:”Jianmin Gao“,”orcid“:”https://orcid.org/0000-0002-9830-3813},“机构”:[{“id”:https://openalex.org/I87445476“,”display_name“:”西安交通大学“,”ror“:”https://ror.org/017zhmm22“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I87445476“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Gao Jianmin“,”raw _affiliation_strings“:[“西安交通大学制造系统工程国家重点实验室,西安710049”],”affiliations“:[{”raw _affiliation_string“:”西安交通大学制造系统工程国家重点实验室,西安710049”,“institution_ids”:[“https://openalex.org/I87445476“]}]}],”institution_assertions“:[],”countries_distiction_count“:1,”institutions_disticent_count”:2,”corresponding_author_ids“:[”https://openalex.org/A5071875737“],”对应的机构ID“:[”https://openalex.org/I87445476“],”apc_list“:{”value“:3350,”currency“:”USD“,”value_USD“:3350,”出处“:”doaj“},”apc_payed“:null,”fwci“:0.0,”has_fulltext“:false,”cited_by_count“:0,”citation_normalized_perminent“:{”value“:0.0,”is_in_top_1_perminent“:false},”cited_by_percentle_year“:{”min“:0,”max“:87},”biblio“:{“volume”:“153”,“issue”:null,“first_page“:”111301“,”last_page“:”111 301“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T11512“,”display_name“:”高维数据异常检测“,”score“:0.9963,”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/T11512“,”“display_name”:“高维数据中的异常检测”,“score”:0.9963,“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/T10220“,”display_name“:”机器故障诊断与预测“,”score“:0.996,”subfield“:{”id“:”https://openalex.org/subfields/2207“,”display_name“:”控制与系统工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T14319“,”display_name“:”自动货币识别和验证“,”score“:0.9848,”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/高维数据“,”display_name“:”高维数据“,”score“:0.52605},{”id“:”https://openalex.org/keywords/identification网站“,”display_name“:”Identification(biology)“,”score“:0.4769665},{”id“:”https://openalex.org/keywords/data-driven“,”display_name“:”数据驱动“,”score“:0.4624728},{”id“:”https://openalex.org/keywords/generative-adversarial-network网址“,”display_name“:”生成对抗网络“,”score“:0.43955117},{”id“:”https://openalex.org/keywords/synthentic-data网站“,”display_name“:”合成数据“,”score“:0.43051463}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.81424606},{”id“:”https://openalex.org/C177148314,“wikidata”:https://www.wikidata.org/wiki/Q170084“,”display_name“:”Generalization“,”level“:2,”score“:0.70427215},{”id“:”https://openalex.org/C39890363,“wikidata”:https://www.wikidata.org/wiki/Q36108“,”display_name“:”生成语法“,”level“:2,”score“:0.58946365},{”id“:”https://openalex.org/C37736160,“wikidata”:https://www.wikidata.org/wiki/Q1801315“,”display_name“:”对抗体系“,”level“:2,”score“:0.5608423},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.53179663},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.50661004},{”id“:”https://openalex.org/C116834253,“wikidata”:https://www.wikidata.org/wiki/Q2039217“,”display_name“:”Identification(biology)“,”level“:2,”score“:0.4769665},{”id“:”https://openalex.org/C151406439,“wikidata”:https://www.wikidata.org/wiki/Q186588“,”display_name“:”时间序列“,”level“:2,”score“:0.47209948},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.4709008},{”id“:”https://openalex.org/C2780440489,“wikidata”:https://www.wikidata.org/wiki/Q5227278“,”display_name“:”数据驱动“,”level“:2,”score“:0.4624728},{”id“:”https://openalex.org/C143724316,“wikidata”:https://www.wikidata.org/wiki/Q312468“,”display_name“:”系列(地层)“,”level“:2,”score“:0.45442513},{”id“:”https://openalex.org/C2988773926,“wikidata”:https://www.wikidata.org/wiki/Q25104379“,”display_name“:”生成对抗网络“,”level“:3,”score“:0.43955117},{”id“:”https://openalex.org/C160920958,“wikidata”:https://www.wikidata.org/wiki/Q7662746“,”display_name“:”合成数据“,”level“:2,”score“:0.43051463},{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536网址“,”display_name“:”深度学习“,”level“:2,”score“:0.19612563},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.079016924},{”id“:”https://openalex.org/C134306372,“wikidata”:https://www.wikidata.org/wiki/Q7754“,”display_name“:”数学分析“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C151730666,“wikidata”:https://www.wikidata.org/wiki/Q7205“,”display_name“:”古生物学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C59822182网址,“wikidata”:https://www.wikidata.org/wiki/Q441“,”display_name“:”植物学“,”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/10.1016/j.soc.2024.111301“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S140556538“,”display_name“:”Applied Soft Computing“,”issn_l“:”1568-4946“,”issn“:[”1568-4946“,”1872-9681“],”is_oa“:false,”is_in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nul,“sustainable_development_goals”:[],“grants”:{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“中国国家自然科学基金会”,“award_id”:null}],“数据集”:[],“版本”:[],“referenced_works_count”:53,“referrenced_works”:[”https://openalex.org/W1964929969","https://openalex.org/W2017884262","https://openalex.org/W2074511911","https://openalex.org/W2076945638","https://openalex.org/W2125389028","https://openalex.org/W2167025280","https://openalex.org/W2187089797","https://openalex.org/W2416739003","https://openalex.org/W2759386466","https://openalex.org/W2888443510","https://openalex.org/W2913954081","https://openalex.org/W2915480215","https://openalex.org/W2948219206","https://openalex.org/W2963496945","https://openalex.org/W2963820674","https://openalex.org/W2995864277","https://openalex.org/W3023621413","https://openalex.org/W3036790102","https://openalex.org/W3046815881","https://openalex.org/W3083255269","https://openalex.org/W3098018182","https://openalex.org/W3111963687","https://openalex.org/W3124191860","https://openalex.org/W3124611209","https://openalex.org/W3152268000","https://openalex.org/W3182685990","https://openalex.org/W3199153237","https://openalex.org/W3199285415","https://openalex.org/W4206009515","https://openalex.org/W4206319027","https://openalex.org/W4206965999","https://openalex.org/W4210845783","https://openalex.org/W4220982573","https://openalex.org/W422414261","https://openalex.org/W4226271739","https://openalex.org/W4226315456","https://openalex.org/W4280585723","https://openalex.org/W4282580853","https://openalex.org/W4296558736","https://openalex.org/W4303649261","https://openalex.org/W4303700098","https://openalex.org/W4307157720","https://openalex.org/W4307269165","https://openalex.org/W4309773749","https://openalex.org/W4311089284","https://openalex.org/W4312208405","https://openalex.org/W4312339599","https://openalex.org/W4313419630","https://openalex.org/W4313499704","https://openalex.org/W4313652689","https://openalex.org/W4322755796","https://openalex.org/W4327629710","https://openalex.org/W4378421956“],”related_works“:[”https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W4297411772","https://openalex.org/W4235873501","https://openalex.org/W4226298148","https://openalex.org/W3156763702","https://openalex.org/W3005996785","https://openalex.org/W2969215546","https://openalex.org/W2897769091","https://openalex.org/W2888032422“],”abstract_inverted_index“:{”多维“:[0,50],”监控“:[1],”时序“:[2185],”的“:[3,60,70,76,80103120133158167191211],”复杂“:[4],”机电“:[5],”系统“:[6],”(CES)“:[7],”游戏“:[8],”a“:[9,24,42148],”基础“:[10],”角色“:[11],”in“:[1236171198],”基于数据“:[13],”状态“:[14199],”管理“:[15],”维护,“:[16],”和“:[17,30,91100113194202],”性能“:[18],”调整。“:[19],”“然而,”:[20],“it”:[21],“is”:[22],“still”:[23],“挑战性”:[25],“work”:[26123180],“to”:[27,34,84,92164],“extract”:[28],“valouble”:[29],“complete”:[31],“information”:[32],“due”:[33],“the”:[35,58,68,74,86,94,98118121130138156165189209],,“数据。“:[37214],”收件人“:[38],”地址“:[39],”此“:[40179],”问题“:[41],”方法论“:[43145],”调用“:[44],”GAN4MTS“:[45104],”(生成“:[46],”对手“:[47],”网络“:[48],”for“:[49,88152184205],”Time-Series)“:[51],”that“:[52162],”generates“:[53],”synthetical“:[54160],”data“:[55,62,71,89134153161186],”紧密“:[56],”模仿“:[57],”特征“:[59],”真实“:[61],”是“:[63,82124],”提议“:[64],”因此“:[65],”直接“:[66],”解决“:[67],”问题“:[69,95],”不平衡。“:[72],“第一,”:[73],“唯一性”:[75],“多维”:[77168],“时间”:[78169],“系列”:[79170],“CES”:[81206],“分析”:[83],“识别”:[85],“要求”:[87],“增强”:[90135],“定义”:[93],“公式。“:[96],“Second,”:[97],“architecture”:[99177],“loss”:[101],“functions”:[102],“model”:[105139196],“were”:[106141],“designed”:[107],“based”:[108],“on”:[109],“generative”:[110],“敌对”:[111],“networks”:[112],“thire”:[114],“specific”:[115],“constraints”。“:[116],”最后,“:[117],”有效性“:[119],”建议“:[122144],”验证“:[125],”通过“:[126],”比较“:[127],”分析。“:[128],”此外,“:[129],”固有“:[131],”机制“:[132],”增强“:[137],”能力“:[140],”讨论。“:[142],”The“:[143],”serves“:[146],”as“:[147174],”completeral“:[149],”technical“:[150],”solution“:151],”engation“,”:[154187],”使能“:[155],”generation“:[157],”quality“:[159],”accessed“:[163],”constraints“:[166],”CES。“:[172],”此外,“:[173],”an“:[175],”open“:[176],”model“:[178],”provides“:[181],”新颖“:[182],”methods“:[183],”addressing“:[188],”issues“:[190],”low“:[192],”准确性“:[193],”limited“:[195],”泛化“:[197],”分类“:[200],”identification“:[201],”prediction“:[203],”tasks“:[204],”caused“:[207],“由”:[208],“出席”:[210],“高度“:[212]},”cited_by_api_url“:”https://api.openalex.org/works?filter=引用:W4391058016“,”counts_by_year“:[],”updated_date“:”2024-09-19T17:17:49.255774“,”created_date:“2024-01-21”}“