{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T20:22:41Z","timestamp":1770754961634,"version":"3.50.0"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61827802"],"award-info":[{"award-number":["61827802"]}],"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":["61803017"],"award-info":[{"award-number":["61803017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002358","name":"Beihang University","doi-asserted-by":"publisher","award":["KG12090401"],"award-info":[{"award-number":["KG12090401"]}],"id":[{"id":"10.13039\/501100002358","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002358","name":"Beihang University","doi-asserted-by":"publisher","award":["ZG216S19C8"],"award-info":[{"award-number":["ZG216S19C8"]}],"id":[{"id":"10.13039\/501100002358","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002358","name":"Beihang University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002358","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2023,1]]},"DOI":"10.1109\/jbhi.2022.3219364","type":"journal-article","created":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T21:55:13Z","timestamp":1667512513000},"page":"339-350","source":"Crossref","is-referenced-by-count":15,"title":["WMNN: Wearables-Based Multi-Column Neural Network for Human Activity Recognition"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6368-5639","authenticated-orcid":false,"given":"Chenyu","family":"Tang","sequence":"first","affiliation":[{"name":"School of Instrumentation Science and Optoelectronic Engineering, Beihang University, Beijing, China"}]},{"given":"Xuhang","family":"Chen","sequence":"additional","affiliation":[{"name":"the School of Instrumentation Science and Optoelectronic Engineering, Beihang University, Beijing, China"}]},{"given":"Jing","family":"Gong","sequence":"additional","affiliation":[{"name":"School of Instrumentation Science and Optoelectronic Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9067-2534","authenticated-orcid":false,"given":"Luigi G.","family":"Occhipinti","sequence":"additional","affiliation":[{"name":"Cambridge Graphene Centre, Department of Engineering, University of Cambridge, Cambridge, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3096-4700","authenticated-orcid":false,"given":"Shuo","family":"Gao","sequence":"additional","affiliation":[{"name":"School of Instrumentation Science and Optoelectronic Engineering, Beihang University, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2819182"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2015.2430524"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2287400"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2015.2432454"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3092396"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3013403"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2252911"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2015.2472560"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2830743"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2904880"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2021.3122128"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248370"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2915095"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4108\/eai.22-7-2015.2260064"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2017.2691705"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/I2MTC43012.2020.9128722"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3096175"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2636320"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3012698"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33932-5_26"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2017.2682322"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/SENSORS47125.2020.9278848"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2950096"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ROBIO.2015.7418906"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MASS50613.2020.00070"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2021.3058429"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref28","first-page":"80","article-title":"Encoding time series as images for visual inspection and classification using tiled convolutional neural networks","volume-title":"Proc. Workshops 29th AAAI Conf. Artif. Intell.","author":"Wang","year":"2015"},{"key":"ref29","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ioffe","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279960"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2004.11.022"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2008.915597"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.2307\/2288403"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.03.020"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.06.065"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.2174\/1874444301406010108"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.1883"},{"key":"ref39","article-title":"Solving the problem of the K parameter in the KNN classifier using an ensemble learning approach","author":"Hassanat","year":"2014"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1976.5408784"},{"key":"ref41","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref42","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.11231"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1656"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2016.09.005"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelekin.2012.04.009"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1021\/acsmaterialslett.0c00085"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-00510-8"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3758\/brm.41.1.113"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10006388\/09937046.pdf?arnumber=9937046","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T18:21:49Z","timestamp":1755282109000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9937046\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1]]},"references-count":49,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2022.3219364","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1]]}}}