{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,2]],"date-time":"2025-11-02T11:30:22Z","timestamp":1762083022053,"version":"build-2065373602"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"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":[[2022,12,17]]},"DOI":"10.1109\/bigdata55660.2022.10020324","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T19:35:23Z","timestamp":1674761723000},"page":"942-951","source":"Crossref","is-referenced-by-count":2,"title":["Semi-supervised Embedding for Scalable and Accurate Time Series Clustering"],"prefix":"10.1109","author":[{"given":"Andrew","family":"Hill","sequence":"first","affiliation":[{"name":"University of Colorado Denver,Department of Computer Science and Engineering,Denver,CO,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Russell","family":"Bowler","sequence":"additional","affiliation":[{"name":"National Jewish Health,Denver,CO,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Katerina","family":"Kechris","sequence":"additional","affiliation":[{"name":"University of Colorado Denver&#x2014;Anschutz,Department of Biostatistics and Informatics,Aurora,CO,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farnoush","family":"Banaei-Kashani","sequence":"additional","affiliation":[{"name":"University of Colorado Denver,Department of Computer Science and Engineering,Denver,CO,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"16","key":"ref1","first-page":"359","article-title":"Using dynamic time warping to find patterns in time series","volume-title":"KDD workshop","volume":"10","author":"Berndt"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3044711"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.26"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983855"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2931731"},{"year":"2018","key":"ref6","article-title":"Meta-learning for semi-supervised few-shot classification"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.14778\/1454159.1454226"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-004-0154-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.11.030"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2737793"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2820903.2820918"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0180944"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/icpr48806.2021.9413131"},{"article-title":"Auto-encoding variational bayes","year":"2013","author":"Kingma","key":"ref14"},{"year":"2016","key":"ref15","article-title":"Deep unsupervised clustering with gaussian mixture variational autoencoders"},{"article-title":"Somvae: Interpretable discrete representation learning on time series","year":"2018","author":"Fortuin","key":"ref16"},{"article-title":"Semi-supervised learning via compact latent space clustering","volume-title":"ICML","author":"Kamnitsas","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.5555\/3294996.3295163"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1114856"},{"article-title":"Adam: A method for stochastic optimization","year":"2014","author":"Kingma","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/BF01908075"},{"key":"ref23","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","year":"2011","journal-title":"Journal of Machine Learning Research"},{"year":"2018","key":"ref24","article-title":"The ucr time series classification archive"},{"key":"ref25","first-page":"1083","article-title":"On deep multi-view representation learning","volume-title":"International conference on machine learning","author":"Wang"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2022,12,17]]},"location":"Osaka, Japan","end":{"date-parts":[[2022,12,20]]}},"container-title":["2022 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10020192\/10020156\/10020324.pdf?arnumber=10020324","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T07:41:01Z","timestamp":1707810061000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10020324\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10020324","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}