{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:49:45Z","timestamp":1740102585129,"version":"3.37.3"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"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":[[2023,12,5]]},"DOI":"10.1109\/ssci52147.2023.10371794","type":"proceedings-article","created":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T19:30:22Z","timestamp":1704137422000},"page":"1406-1413","source":"Crossref","is-referenced-by-count":0,"title":["Reinforcement Learning-Guided Channel Selection Across Time for Multivariate Time Series Classification"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4898-5334","authenticated-orcid":false,"given":"Leonardos","family":"Pantiskas","sequence":"first","affiliation":[{"name":"Vrije Universiteit Amsterdam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6402-2928","authenticated-orcid":false,"given":"Kees","family":"Verstoep","sequence":"additional","affiliation":[{"name":"Vrije Universiteit Amsterdam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3356-3574","authenticated-orcid":false,"given":"Mark","family":"Hoogendoorn","sequence":"additional","affiliation":[{"name":"Vrije Universiteit Amsterdam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9827-4461","authenticated-orcid":false,"given":"Henri","family":"Bal","sequence":"additional","affiliation":[{"name":"Vrije Universiteit Amsterdam"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2921977"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2918951"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2970550"},{"key":"ref4","article-title":"Scaling video analytics on constrained edge nodes","volume-title":"Proceedings of Machine Learning and Systems","author":"Canel","year":"2019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SEC.2018.00019"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SEC50012.2020.00012"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2020.3027279"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2844341"},{"journal-title":"Multivariate time series early classification across channel and time dimensions","year":"2023","author":"Pantiskas","key":"ref9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3117837"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.07.056"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MIM.2009.4811133"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/RTAS52030.2021.00020"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_31"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00238"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1172"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.293"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01594"},{"key":"ref19","article-title":"Recurrent models of visual attention","volume":"27","author":"Mnih","year":"2014","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2018.8553544"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105290"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557460"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403191"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-020-00710-y"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966039"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2764939"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-3618-5_2"},{"journal-title":"High-dimensional continuous control using generalized advantage estimation","year":"2015","author":"Schulman","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330974"},{"journal-title":"The UEA multivariate time series classification archive, 2018","year":"2018","author":"Bagnall","key":"ref31"},{"volume-title":"Case Western Reserve University Bearing Data Center","key":"ref32"},{"volume-title":"Machinery Fault Database [Online]","key":"ref33"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2016.127"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"volume-title":"tsai - a state-of-the-art deep learning library for time series and sequential data","year":"2022","author":"Oguiza","key":"ref36"}],"event":{"name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","start":{"date-parts":[[2023,12,5]]},"location":"Mexico City, Mexico","end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10371778\/10371788\/10371794.pdf?arnumber=10371794","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,13]],"date-time":"2024-01-13T01:04:48Z","timestamp":1705107888000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10371794\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,5]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/ssci52147.2023.10371794","relation":{},"subject":[],"published":{"date-parts":[[2023,12,5]]}}}