{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T17:28:57Z","timestamp":1770226137107,"version":"3.49.0"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100003093","name":"Ministry of Higher Education Malaysia for Fundamental Research Grant Scheme","doi-asserted-by":"publisher","award":["FRGS\/1\/2019\/ICT02\/USM\/02\/1"],"award-info":[{"award-number":["FRGS\/1\/2019\/ICT02\/USM\/02\/1"]}],"id":[{"id":"10.13039\/501100003093","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3206952","type":"journal-article","created":{"date-parts":[[2022,9,15]],"date-time":"2022-09-15T15:32:43Z","timestamp":1663255963000},"page":"100257-100266","source":"Crossref","is-referenced-by-count":17,"title":["Fully Connected Generative Adversarial Network for Human Activity Recognition"],"prefix":"10.1109","volume":"10","author":[{"given":"Ali Olow","family":"Jimale","sequence":"first","affiliation":[{"name":"School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3300-3270","authenticated-orcid":false,"given":"Mohd Halim","family":"Mohd Noor","sequence":"additional","affiliation":[{"name":"School of Computer Sciences, Universiti Sains Malaysia, Pulau Pinang, Malaysia"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3023860"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-017-0668-0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.fusengdes.2016.06.016"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2018.02.010"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.03.056"},{"key":"ref6","first-page":"3995","article-title":"Deep convolutional neural networks on multichannel time series for human activity recognition","volume-title":"Proc. Int. Joint Conf. Artif. Intell. (IJCAI)","author":"Yang"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2015.2477242"},{"key":"ref8","first-page":"20","article-title":"Activity recognition: Linking low-level sensors to high-level intelligence","volume-title":"Proc. Int. Joint Conf. Artif. Intell. (IJCAI)","author":"Yang"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.04.032"},{"issue":"5","key":"ref10","first-page":"128","article-title":"Unsupervised feature learning for human activity recognition","volume":"37","author":"Shi","year":"2015","journal-title":"Guofang Keji Daxue Xuebao\/J. Nat. Univ. Defence Technol."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/DICTA.2016.7797053"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-02865-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2019.100944"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3410530.3414329"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11045-020-00731-2"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09783-8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2993818"},{"key":"ref18","article-title":"Data augmentation generative adversarial networks","author":"Antoniou","year":"2017","journal-title":"arXiv:1711.04340"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3447744"},{"key":"ref20","first-page":"1","article-title":"Dataset augmentation in feature space","volume-title":"Proc. 5th Int. Conf. Learn. Represent. (ICLR)","author":"DeVries"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ASRU.2017.8268911"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683011"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3341105.3373998"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1239"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0197-0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-020-02548-0"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3410530.3414367"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5220\/0007916806560663"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2499621"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s12369-019-00590-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2008.90"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2905575"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2934489"},{"issue":"1","key":"ref34","first-page":"1","article-title":"Transfer learning for activity recognition: A survey diane","volume":"23","author":"Cook","year":"2008","journal-title":"Bone"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2012.2198883"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.284"},{"key":"ref37","article-title":"Different approaches for human activity recognition: A survey","author":"Hussain","year":"2019","journal-title":"arXiv:1906.05074"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1254"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2684913"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/SII46433.2020.9026252"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3233\/jifs-169699"},{"key":"ref42","first-page":"3063","article-title":"Generative adversarial nets","volume-title":"Proc. IEEE\/CVF Int. Conf. Comput. Vis. Workshop (ICCVW)","author":"Mahdizadehaghdam"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2936580"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3161183"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489106"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/itl2.257"},{"key":"ref47","article-title":"FCC-GAN: A fully connected and convolutional net architecture for GANs","author":"Barua","year":"2019","journal-title":"arXiv:1905.02417"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-021-03465-6"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.09.024"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09893100.pdf?arnumber=9893100","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T06:00:33Z","timestamp":1769493633000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9893100\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":49,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3206952","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}