{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:09:50Z","timestamp":1730200190930,"version":"3.28.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,12,15]]},"DOI":"10.1109\/bigdata59044.2023.10386283","type":"proceedings-article","created":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T18:28:47Z","timestamp":1705948127000},"page":"1242-1247","source":"Crossref","is-referenced-by-count":0,"title":["Ego-Network Transformer for Subsequence Classification in Time Series Data"],"prefix":"10.1109","author":[{"given":"Chin-Chia Michael","family":"Yeh","sequence":"first","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huiyuan","family":"Chen","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yujie","family":"Fan","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Dai","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Zheng","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vivian","family":"Lai","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junpeng","family":"Wang","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhongfang","family":"Zhuang","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Wang","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eamonn","family":"Keogh","sequence":"additional","affiliation":[{"name":"University of California,Visa Research,Riverside"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-020-00727-3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150428"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00102"},{"key":"ref4","article-title":"The UEA multivariate time series classification archive, 2018","author":"Bagnall","year":"2018","journal-title":"arXiv preprint arXiv:1811.00075"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2019.1911747"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2905575"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-017-0519-9"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00668-6"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611977172.21"},{"key":"ref10","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016","journal-title":"arXiv preprint arXiv:1609.02907"},{"key":"ref11","article-title":"Graph attention networks","author":"Veli\u010dkovi\u0107","year":"2017","journal-title":"arXiv preprint arXiv:1710.10903"},{"key":"ref12","first-page":"28877","article-title":"Do transformers really perform badly for graph representation?","volume":"34","author":"Ying","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2020.0209"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17325"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3615155"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4012"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.90"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966039"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00619-1"},{"key":"ref21","article-title":"Attention is all you need","volume":"30","author":"Vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref22","article-title":"Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting","volume":"32","author":"Li","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546788"},{"volume-title":"Supplementary materials","year":"2023","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539068"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/BigData59044.2023.10386363"}],"event":{"name":"2023 IEEE International Conference on Big Data (BigData)","start":{"date-parts":[[2023,12,15]]},"location":"Sorrento, Italy","end":{"date-parts":[[2023,12,18]]}},"container-title":["2023 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10385234\/10386078\/10386283.pdf?arnumber=10386283","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T02:20:10Z","timestamp":1706754010000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10386283\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,15]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/bigdata59044.2023.10386283","relation":{},"subject":[],"published":{"date-parts":[[2023,12,15]]}}}