{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T20:39:04Z","timestamp":1778618344856,"version":"3.51.4"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,13]],"date-time":"2022-10-13T00:00:00Z","timestamp":1665619200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,13]],"date-time":"2022-10-13T00:00:00Z","timestamp":1665619200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010002","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100010002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,13]]},"DOI":"10.1109\/dsaa54385.2022.10032335","type":"proceedings-article","created":{"date-parts":[[2023,2,8]],"date-time":"2023-02-08T18:54:03Z","timestamp":1675882443000},"page":"1-10","source":"Crossref","is-referenced-by-count":10,"title":["Multivariate Time Series Analysis: An Interpretable CNN-based Model"],"prefix":"10.1109","author":[{"given":"Raneen","family":"Younis","sequence":"first","affiliation":[{"name":"L3S Research Center,Hannover,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergej","family":"Zerr","sequence":"additional","affiliation":[{"name":"L3S Research Center,Hannover,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zahra","family":"Ahmadi","sequence":"additional","affiliation":[{"name":"L3S Research Center,Hannover,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-statistics-041715-033624"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2288-13-43"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.14778\/1454159.1454226"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2015.199"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1882471.1882478"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883037"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-017-0437-1"},{"key":"ref9","article-title":"Sequence to sequence learning with neural networks","author":"Sutskever","year":"2014"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.21629\/JSEE.2017.01.18"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-015-4478-2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1011"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref15","first-page":"3145","article-title":"Learning important features through propagating activation differences","volume-title":"International Conference on Machine Learning","author":"Shrikumar"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.11.008"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0130140"},{"key":"ref19","article-title":"Multi-scale convolutional neural networks for time series classification","author":"Cui","year":"2016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-020-01447-7"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-021-10484-z"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2019.1911747"},{"key":"ref25","article-title":"Multivariate time series classification datasets","author":"Baydogan","year":"2019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00619-1"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966039"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220060"},{"key":"ref29","article-title":"Interpretation of deep temporal representations by selective visualization of internally activated nodes","author":"Cho","year":"2020"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467346"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI48887.2020.9374393"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00106"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI47803.2020.9308570"},{"key":"ref34","article-title":"Benchmarking deep learning interpretability in time series predictions","volume-title":"34th Conference onNeural Information Processing Systems (NeurIPS)","author":"Ismail"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s11634-021-00437-8"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2737793"},{"key":"ref37","article-title":"The uea multivariate time series classification archive, 2018","author":"Bagnall","year":"2018"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10590-1_53"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00516"}],"event":{"name":"2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)","location":"Shenzhen, China","start":{"date-parts":[[2022,10,13]]},"end":{"date-parts":[[2022,10,16]]}},"container-title":["2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10032305\/10032324\/10032335.pdf?arnumber=10032335","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T12:19:51Z","timestamp":1707826791000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10032335\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,13]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/dsaa54385.2022.10032335","relation":{},"subject":[],"published":{"date-parts":[[2022,10,13]]}}}