{“id”:“https://openalex.org/W3092867208“,”doi“:”https://doi.org/10.1137/1.9781611976700.82“,”title“:”使用张量M-Product的动态图卷积网络“,”display_name“:”用张量M-Product的动力学图卷积网“,”publication_year“:2021,”publiation_date“:”2021-01-01“,”ids“:{”openalex“:”https://openalex.org/W3092867208“,”doi“:”https://doi.org/10.1137/1.9781611976700.82“,”mag“:”3092867208“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1137/1.9781611976700.82,“pdf_url”:https://epubs.siam.org/doi/pdf/10.1137/1.978161197670082,“源”:{“id”:https://openalex.org/S4306463922“,”display_name“:”工业和应用数学电子书协会“,”issn_l“:null,”issn“:null,”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310320508“,”“host_organization_name”:“工业与应用数学学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310320508“],”host_organization_lineage_names“:[”工业与应用数学学会“],“type”:“电子书平台”},“license”:null,“licence_id”:null,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”type“:”book-chapter“,”type_crossref“:“book-chapper”,“indexed_in”:[”arxiv“,”crossref“,“datacite”],“open_access”:{“is_oa”:正确,“oa_status“:”青铜色“,”oa_url“:”https://epubs.siam.org/doi/pdf/10.1137/1.978161197670082“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5062480532“,”display_name“:”奥斯曼·阿西夫·马利克“,”兽人“:”https://orcid.org/0000-0003-4477-481X},“机构”:[{“id”:https://openalex.org/I2802236040“,”display_name“:”科罗拉多大学系统“,”ror“:”https://ror.org/00jc20583“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I2802236040“]},{”id“:”https://openalex.org/I188538660“,”display_name“:”科罗拉多大学博尔德分校“,”ror“:”网址:https://ror.org/02ttsq026“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I188538660“]}],”国家“:[”美国“],”is_correresponsing“:false,”raw_author_name“:”Osman Asif Malik“,”raw_affiation_strings“:[”科罗拉多大学博尔德分校“]},{”author_position“:”中间“,”author“:{”id“:”https://openalex.org/A5091108132“,”display_name“:”Shashanka Ubaru“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Shashanga Ubaru“,”raw _affiliation_string“:[”IBM“]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5089022499“,”display_name“:”Lior Horesh“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Lior Holesh“,“raw_affiliation_strings”:[“IBM”]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5041916316“,”display_name“:”Misha E.Kilmer“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I121934306“,”display_name“:”塔夫茨大学“,”ror“:”https://ror.org/05wvpxv85“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I121934306“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Misha E.Kilmer“,”raw _ afiliation_strings“:[“塔夫茨大学”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5072151198“,”display_name“:”Haim Avron“,”orcid“:”https://orcid.org/0000-0002-1688-9030},“机构”:[{“id”:https://openalex.org/I16391192“,”display_name“:”特拉维夫大学“,”ror“:”https://ror.org/04mhzgx49“,”country_code“:”IL“,”type“:”教育“,”血统“:[”https://openalex.org/I16391192“]}],”国家“:[”IL“],”is_corresponding“:false,”raw_author_name“:”Haim Avron“,”raw _affiliation_strings“:[“特拉维夫大学*”]}],”countries_distict_count“:2,”institutions_disticent_count“:4,”corresponding_author_ids“:[],”corresponding_institution_ids y_count“:10,”cited_by_percentile_year“:{“min”:90,“max”:91},“biblio”:{”volume“:null,”issue“:nul,”first_page“:”729“,”last_page“:”737“},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9992,”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/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9992,”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/T10028“,”display_name“:”自然语言处理“,”score“:0.9893,”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/T10064“,”display_name“:”复杂网络统计力学“,”score“:0.9659,”subfield“:{”id“:”https://openalex.org/subfields/3109“,”display_name“:”统计与非线性物理“},”字段“:{”id“:”https://openalex.org/fields/31网址“,”display_name“:”物理学和天文学“},”域“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/signal-processing-on-graphs网站“,”display_name“:”图形信号处理“,”score“:0.592274},{”id“:”https://openalex.org/keywords/knowledge-graph-embedding“,”display_name“:”知识图嵌入“,”score“:0.581825},{”id“:”https://openalex.org/keywords/graph-convolutional-networks网站“,”“display_name”:“图卷积网络”,“score”:0.574741},{“id”:“https://openalex.org/keywords/representation-learning网站“,”display_name“:”表征学习“,”score“:0.567318},{”id“:”https://openalex.org/keywords/network-embedding“,”display_name“:”网络嵌入“,”score“:0.562251}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.729156},{”id“:”https://openalex.org/C80444323,“wikidata”:https://www.wikidata.org/wiki/Q2878974“,”display_name“:”理论计算机科学“,”level“:1,”score“:0.5945306},{”id“:”https://openalex.org/C132525143,“wikidata”:https://www.wikidata.org/wiki/Q141488“,”display_name“:”Graph“,”level“:2,”score“:0.5373944},{”id“:”https://openalex.org/C68103157,“wikidata”:https://www.wikidata.org/wiki/Q569347“,”display_name“:”Graph product“,”level“:5,”score“:0.48507324},{”id“:”https://openalex.org/C138673069,“wikidata”:https://www.wikidata.org/wiki/Q322229“,”display_name“:”Tracing“,”level“:2,”score“:0.41796964},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.38379446},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.32250306},{”id“:”https://openalex.org/C203776342,“wikidata”:https://www.wikidata.org/wiki/Q1378376“,”display_name“:”线形图“,”level“:3,”score“:0.19090411},{”id“:”https://openalex.org/C43517604,“wikidata”:https://www.wikidata.org/wiki/Q7144893“,”display_name“:”Pathwidth“,”level“:4,”score“:0.15185836},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1137/1.9781611976700.82,“pdf_url”:https://epubs.siam.org/doi/pdf/10.1137/1.978161197670082,“源”:{“id”:https://openalex.org/S4306463922“,”display_name“:”工业和应用数学电子书协会“,”issn_l“:null,”issn“:null,”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310320508“,”“host_organization_name”:“工业与应用数学学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310320508“],”host_organization_lineage_names“:[”工业和应用数学学会“],“type”:“电子书平台”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/1910.07643,“pdf_url”:https://arxiv.org/pdf/1910.07643,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.1910.07643“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://doi.org/10.1137/1.9781611976700.82,“pdf_url”:https://epubs.siam.org/doi/pdf/10.1137/1.978161197670082,“源”:{“id”:https://openalex.org/S4306463922“,”display_name“:”工业和应用数学电子书协会“,”issn_l“:null,”issn“:null,”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310320508“,”“host_organization_name”:“工业与应用数学学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310320508“],”host_organization_lineage_names“:[”工业与应用数学学会“],“type”:“电子书平台”},“license”:null,“licence_id”:null',“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”sustainable_development_goals“:[],”grants“:【】,”dataset“:【],”versions“:【”https://openalex.org/W3092867208“],”referenced_works_count“:47,”referrenced_works“:[”https://openalex.org/W131619556","https://openalex.org/W1662382123","https://openalex.org/W1992426838网址","https://openalex.org/W2000015923","https://openalex.org/W2006808740","https://openalex.org/W2024165284","https://openalex.org/W2043571470","https://openalex.org/W2057538344","https://openalex.org/W2080843093","https://openalex.org/W2101491865","https://openalex.org/W2139208832","https://openalex.org/W2162691596","https://openalex.org/W2519887557","https://openalex.org/W2551156993","https://openalex.org/W2565330852","https://openalex.org/W2585835859","https://openalex.org/W2606780347","https://openalex.org/W2610034660","https://openalex.org/W2623187518","https://openalex.org/W2624431344","https://openalex.org/W2768008502","https://openalex.org/W2785053089","https://openalex.org/W2786915849","https://openalex.org/W2787927827","https://openalex.org/W2788708648","https://openalex.org/W2794873889","https://openalex.org/W2798909945","https://openalex.org/W2798918712","https://openalex.org/W2806983170","https://openalex.org/W2900614377","https://openalex.org/W2901504064","https://openalex.org/W2903199860","https://openalex.org/W2905224888","https://openalex.org/W2907192581","https://openalex.org/W2925436546","https://openalex.org/W2946392261","https://openalex.org/W2952689122","https://openalex.org/W2953204310","https://openalex.org/W2962948632","https://openalex.org/W2964214749","https://openalex.org/W2964321699","https://openalex.org/W2998887940","https://openalex.org/W3026012496","https://openalex.org/W3084121803网址","https://openalex.org/W3090193843","https://openalex.org/W3102500902","https://openalex.org/W4210257598“],”related_works“:[”https://openalex.org/W3149975758","https://openalex.org/W2888673113","https://openalex.org/W2352602608","https://openalex.org/W2212288070","https://openalex.org/W2073681303","https://openalex.org/W2062641654","https://openalex.org/W2056065966","https://openalex.org/W2051487156","https://openalex.org/W1597906851","https://openalex.org/W1517786189“],”ngrams_url“:”https://api.openalex.org/works/W3092867208/ngrams“,”abstract_inverted_index“:{”Many“:[0],”unregular“:[1],”domains“:[2],”such“:[3,40,64],”as“:[4],”social“:[5],”networks“,”:[6],”financial“:[7],”transactions“:[8],”neuron“:[9],”connections“,“:[10],”and“:[11,3719142161178],”natural“:[12],”language“:[13],”构造函数“:[14],“are”:[15]6,60],“表示”:[16],“使用”:[17,81101],“图形”:[18,26,50,91],“结构。“:[19],”In“:[20,42,67],”recent“:[21],”years“,:[22],”a“:[23,72,82112],”variety“:[24],”of“:[25,44,56,78,98122154189],”neural“:[27],”networks“:[28],”(GNN)“:[29],“have”:[30],”been“:[31],”successfully“:[32],”applied“:[33],”for“:[34,62,75,95139158186],“表征”:[35],“学习”:[36,76,96],“预测”:[38163],“关于”:[39148165],“图形”。“:[41,66167],“许多”:[43],“the”:[45,48,57,89102115131152155175],“realth”:[46149],“applications”,“:[47],“underful”:[49],“changes”:[51],“over”:[52],“time”:[53],“然而,”:[54],“most”:[55],“existing”:[58],“GNN”:[59],“insufficient”:[61],“handling”:【63】,“dynamic”:【65,79,99166],“这个”:[68],“论文”:[69],“我们”:[70],“提议”:[71],“小说”:[73],“技术“:[74],“嵌入”:[77],“图”:[80100],“张量”:[83105117],“代数”:[84],“框架”:[85],“我们的”:[86],“方法”:[87126157182],“扩展”:[88],“流行”:[90],“卷积”:[92],“网络”:[93],“(GCN)”:[94],“表示”:[97],“最近”:[103],“建议”:[104116125156],“M积”:[106],“技术。“:[107],”理论“:[108],”结果“:[109],”呈现“:[110],”建立“:[111],”连接“:[113],”介于“:[114],”接近“:[118],”光谱“:[120],”卷积“:[121],”张量。“:[123],”The“:[124],”TM-GCN“:[127],”is“:[128],”consistent“:[129],”with“:%130],”Message“:/132],”Passing“:[133],”Neural“:[134],”Network“:+135],”(MPNN)“:[136],”framework“:-137],”accounting“:[138],”both“:[140],”spatial“:[141],”temporal“:%143],”Message“:[144],”Passing。“:[145],“数值”:[146],“实验”:[147],“数据集”:[150],“演示”:[151],“性能”:[153],“边缘”:[159],“分类”:[160],“链接”:[162],“任务”:[164],“我们”:[168],“也”:[169],“考虑”:[170],“an”:[171],“应用程序”:[172],“相关”:[173],“到”:[174],“COVID-19”:[176],“大流行”:[177],“秀”:[179],“如何”:[180],“我们的”:[181],“可以”:[183],“be“:[184],”used“:[185],”early“:[187],”detection“:[188],”influed“:[190],”individuals“:[191],”from“:[192],”contact“:[193],”tracing“:[194],”data。“:[195]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3092867208“,”counts_by_year“:[{”年份“:2023,”cited_by_count“:4},{”年“:2022,”ciped_by_cunt“:5},”{“年份”:2021,“cited_by_count”:1}],”更新日期“:”2024-05-17T14:19:01.111266“,”创建日期“:“2020-10-22”}