{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T08:04:47Z","timestamp":1771574687999,"version":"3.50.1"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T00:00:00Z","timestamp":1760400000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T00:00:00Z","timestamp":1760400000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003696","name":"Electronics and Telecommunications Research Institute","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003696","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,14]]},"DOI":"10.1109\/ictc66702.2025.11388515","type":"proceedings-article","created":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T20:55:29Z","timestamp":1771534529000},"page":"786-790","source":"Crossref","is-referenced-by-count":0,"title":["Predicting Slowly-Varying Mean and Variance in Gaussian-Type Time-Series: A Comprehensive Deep-Learning Benchmark"],"prefix":"10.1109","author":[{"given":"Soonyong","family":"Song","sequence":"first","affiliation":[{"name":"Industry & Energy Convergence Research Division Electronics and Telecommunications Research Institute (ETRI),Daejeon,South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/jtsa.12509"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.spa.2010.12.004"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/0304-4149(95)00090-9"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2019.07.001"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.03.012"},{"key":"ref6","first-page":"6696","article-title":"Neural controlled differential equations for irregular time series","volume":"33","author":"Kidger","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref7","article-title":"A recurrent latent variable model for sequential data","volume":"28","author":"Chung","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.mcm.2009.08.013"},{"key":"ref9","article-title":"Layer normalization","author":"Ba","year":"2016"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5555\/3295222.3295349"},{"key":"ref11","first-page":"5593","article-title":"Faithful heteroscedastic regression with neural networks","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Stirn"},{"key":"ref12","article-title":"A multi-horizon quantile recurrent forecaster","author":"Wen","year":"2017"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1198\/016214506000001437"},{"key":"ref14","article-title":"WaveNet: A generative model for raw audio","author":"van den Oord","year":"2016"},{"issue":"57","key":"ref15","first-page":"1","article-title":"Normalizing flows for probabilistic modeling and inference","volume":"22","author":"Papamakarios","year":"2021","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2025 16th International Conference on Information and Communication Technology Convergence (ICTC)","location":"Jeju, Korea, Republic of","start":{"date-parts":[[2025,10,14]]},"end":{"date-parts":[[2025,10,17]]}},"container-title":["2025 16th International Conference on Information and Communication Technology Convergence (ICTC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11387762\/11387791\/11388515.pdf?arnumber=11388515","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T07:08:11Z","timestamp":1771571291000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11388515\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,14]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/ictc66702.2025.11388515","relation":{},"subject":[],"published":{"date-parts":[[2025,10,14]]}}}