{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T23:02:23Z","timestamp":1773097343285,"version":"3.50.1"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010418","name":"Institute for Information and communications Technology Promotion","doi-asserted-by":"publisher","award":["R7124-16-0004"],"award-info":[{"award-number":["R7124-16-0004"]}],"id":[{"id":"10.13039\/501100010418","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2016R1A2A2A05921679"],"award-info":[{"award-number":["NRF-2016R1A2A2A05921679"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Affective Comput."],"published-print":{"date-parts":[[2022,4,1]]},"DOI":"10.1109\/taffc.2019.2942587","type":"journal-article","created":{"date-parts":[[2019,9,20]],"date-time":"2019-09-20T20:15:04Z","timestamp":1569010504000},"page":"616-627","source":"Crossref","is-referenced-by-count":32,"title":["ICA-Evolution Based Data Augmentation with Ensemble Deep Neural Networks Using Time and Frequency Kernels for Emotion Recognition from EEG-Data"],"prefix":"10.1109","volume":"13","author":[{"given":"Jun-Su","family":"Kang","sequence":"first","affiliation":[{"name":"School of Electronics Engineering, Kyungpook National University, Deagu, South Korea"}]},{"given":"Swathi","family":"Kavuri","sequence":"additional","affiliation":[{"name":"School of Electronics Engineering, Kyungpook National University, Deagu, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0441-7087","authenticated-orcid":false,"given":"Minho","family":"Lee","sequence":"additional","affiliation":[{"name":"School of Electronics Engineering, Kyungpook National University, Deagu, South Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cortex.2016.12.019"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-psych-010213-115043"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2016.7822545"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1561\/2000000039"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/natureI4539"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.10.065"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2764438"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2017.01.012"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.11.021"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7068349"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0065-2601(08)60119-7"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2012.07.003"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.bandc.2015.02.001"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1089\/brain.2014.0336"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.12.034"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TAMD.2015.2431497"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2048568"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2009.5334139"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JCSSE.2013.6567313"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2014.6890166"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/NER.2013.6695876"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.15"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2013.10.017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2017.00019"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.12.005"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.10.049"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2015.01.007"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2016-1446"},{"key":"ref30","article-title":"Unsupervised feature learning by augmenting single images","volume":"abs\/1312.5242","author":"Dosovitskiy","year":"2013","journal-title":"CoRR"},{"key":"ref31","article-title":"Deep image: Scaling up image recognition","volume":"abs\/1501.02876","author":"Wu","year":"2015","journal-title":"ArXiv"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2017.8036864"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2404941"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1995.7.6.1129"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-8986.2010.01061.x"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.02.025"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2003.10.009"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1142\/S0218127409025298"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2821838"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2005.1554725"},{"key":"ref41","first-page":"1058","article-title":"Regularization of neural networks using dropconnect","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wan"},{"issue":"3","key":"ref42","first-page":"3","article-title":"The ten-twenty electrode system of the international federation","volume":"52","author":"Klem","year":"1999","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7320065"},{"key":"ref44","first-page":"293","article-title":"A parameter study for differential evolution","volume-title":"Proc. Int. Conf. Adv. Intell. Syst. Fuzzy Syst. Evol. Comput.","author":"G\u00e4mperle"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s13398-014-0173-7.2"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.5555\/3104322.3104425"},{"key":"ref47","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"Proc. Int. Conf. Learn. Representations"}],"container-title":["IEEE Transactions on Affective Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165369\/9786538\/08845680.pdf?arnumber=8845680","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T22:24:13Z","timestamp":1704839053000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8845680\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,1]]},"references-count":47,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/taffc.2019.2942587","relation":{},"ISSN":["1949-3045","2371-9850"],"issn-type":[{"value":"1949-3045","type":"electronic"},{"value":"2371-9850","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,4,1]]}}}