{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T06:40:03Z","timestamp":1750747203219,"version":"3.41.0"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Institute of Information and Communications Technology Planning and Evaluation"},{"name":"Korean Government [Ministry of Science and ICT (MSIT), South Korea]","award":["2021-0-00165"],"award-info":[{"award-number":["2021-0-00165"]}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Korean Government","award":["2021R1A2C2095289"],"award-info":[{"award-number":["2021R1A2C2095289"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3576392","type":"journal-article","created":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T17:57:37Z","timestamp":1749059857000},"page":"105654-105663","source":"Crossref","is-referenced-by-count":0,"title":["Memory-Efficient Imagification for Light-Weight Prediction Model of Multivariate Time-Series Data"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5538-7826","authenticated-orcid":false,"given":"Seungwoo","family":"Kang","sequence":"first","affiliation":[{"name":"Department of Computer Science, Chungbuk National University, Cheongju, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8444-2786","authenticated-orcid":false,"given":"Ohyun","family":"Jo","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Chungbuk National University, Cheongju, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph15081596"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3531326"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/w14030469"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106181"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-66151-9_8"},{"key":"ref6","article-title":"Developing a dengue forecast model using long short term memory neural networks method","author":"Xu","year":"2019","journal-title":"bioRxiv"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/rs13163328"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2019.2923982"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.05.023"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00106"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/lpor.202400035"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1093\/nsr\/nwac104"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i21.30464"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3418019"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1117\/12.2309486"},{"key":"ref16","first-page":"1","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"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1142\/9789812833709_0030"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/PTC.2019.8810899"},{"key":"ref19","article-title":"Imaging time-series to improve classification and imputation","author":"Wang","year":"2015","journal-title":"arXiv:1506.00327"},{"key":"ref20","article-title":"Deep neural networks on EEG signals to predict auditory attention score using gramian angular difference field","author":"Kothari","year":"2021","journal-title":"arXiv:2110.12503"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/SII.2019.8700425"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8851792"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-0598-7_12"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2019.100184"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2197\/ipsjjip.24.195"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2025.103010"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2024.1386760"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00296-0_5"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.tjem.2018.08.001"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s40095-014-0105-5"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2014.11.002"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1511.08458"},{"key":"ref34","first-page":"1","article-title":"Pyts: A Python package for time series classification","volume":"21","author":"Faouzi","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-3516-4_8"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.2139\/ssrn.3177507","volume-title":"Evaluating performance of regression machine learning models using multiple error metrics in Azure machine learning studio","author":"Botchkarev","year":"2018"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11023246.pdf?arnumber=11023246","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T06:01:34Z","timestamp":1750744894000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11023246\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3576392","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}