{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T05:29:35Z","timestamp":1782538175511,"version":"3.54.5"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"22","license":[{"start":{"date-parts":[[2022,11,15]],"date-time":"2022-11-15T00:00:00Z","timestamp":1668470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,11,15]],"date-time":"2022-11-15T00:00:00Z","timestamp":1668470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,15]],"date-time":"2022-11-15T00:00:00Z","timestamp":1668470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFB1703901"],"award-info":[{"award-number":["2019YFB1703901"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014219","name":"National Science Fund for Distinguished Young Scholars","doi-asserted-by":"publisher","award":["62025205"],"award-info":[{"award-number":["62025205"]}],"id":[{"id":"10.13039\/501100014219","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62032020"],"award-info":[{"award-number":["62032020"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61960206008"],"award-info":[{"award-number":["61960206008"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61725205"],"award-info":[{"award-number":["61725205"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2022,11,15]]},"DOI":"10.1109\/jiot.2022.3185010","type":"journal-article","created":{"date-parts":[[2022,6,21]],"date-time":"2022-06-21T19:46:23Z","timestamp":1655840783000},"page":"22972-22982","source":"Crossref","is-referenced-by-count":16,"title":["CoupledMUTS: Coupled Multivariate Utility Time-Series Representation and Prediction"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9265-3161","authenticated-orcid":false,"given":"Siyuan","family":"Ren","sequence":"first","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6097-2467","authenticated-orcid":false,"given":"Bin","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ke","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qianru","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9905-3238","authenticated-orcid":false,"given":"Zhiwen","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1562-9429","authenticated-orcid":false,"given":"Longbing","family":"Cao","sequence":"additional","affiliation":[{"name":"Advanced Analytics Institute, University of Technology Sydney, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107488"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/su12041433"},{"key":"ref33","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref32","article-title":"CLVSA: A convolutional LSTM based variational sequence-to-sequence model with attention for predicting trends of financial markets","author":"wang","year":"2021","journal-title":"arXiv 2104 04041"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.05.028"},{"key":"ref30","article-title":"LSTM-based encoder-decoder for multi-sensor anomaly detection","author":"malhotra","year":"2016","journal-title":"arXiv 1607 00148"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.23919\/APNOMS.2019.8892991"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8080876"},{"key":"ref35","article-title":"WaveNet: A generative model for raw audio","author":"oord","year":"2016","journal-title":"arXiv 1609 03499"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3358132"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186058"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.03.034"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/264"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17325"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/366"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/274"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403118"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2014.08.007"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210006"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05815-0"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2007.904710"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/476"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0084.1995.tb00039.x"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2629592"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2990935"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/86.867887"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IoT-SIU.2018.8519920"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3010953"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11597"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2423667"},{"key":"ref9","first-page":"265","article-title":"ARIMA models and the box&#x2014;Jenkins methodology","volume":"2","author":"asteriou","year":"2011","journal-title":"J Applied Econometrics"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2013.2296516"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/603"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5984"},{"key":"ref45","first-page":"19783","article-title":"Evolvegraph: Multi-agent trajectory prediction with dynamic relational reasoning","volume":"33","author":"li","year":"2020","journal-title":"Proc Neural Inf Process Syst (NeurIPS)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403271"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330887"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015409"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/519"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8852073"},{"key":"ref41","first-page":"3146","article-title":"LightGBM: A highly efficient gradient boosting decision tree","volume":"30","author":"ke","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/317"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414142"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2424078"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013656"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301485"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9939125\/09802652.pdf?arnumber=9802652","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T23:01:10Z","timestamp":1670281270000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9802652\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,15]]},"references-count":47,"journal-issue":{"issue":"22"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2022.3185010","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,15]]}}}