{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T21:00:53Z","timestamp":1780606853714,"version":"3.54.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Sichuan Province Science and Technology Program","award":["2026NSFSC0425"],"award-info":[{"award-number":["2026NSFSC0425"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Fuzzy Syst."],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1109\/tfuzz.2026.3686483","type":"journal-article","created":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T19:53:20Z","timestamp":1776887600000},"page":"2014-2026","source":"Crossref","is-referenced-by-count":0,"title":["Fusing Interval Type-2 Fuzzy Logic With Bidirectional RNNs for Uncertainty-Aware Time Series Forecasting"],"prefix":"10.1109","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5764-813X","authenticated-orcid":false,"given":"Xi","family":"Yu","sequence":"first","affiliation":[{"name":"College of Stirling, Chengdu University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8881-361X","authenticated-orcid":false,"given":"Haiqing","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Software Engineering, Chengdu University of Information Technology, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1569-0257","authenticated-orcid":false,"given":"Mengji","family":"Yang","sequence":"additional","affiliation":[{"name":"DISP Laboratory, University of Lyon 2, Lyon, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4536-6220","authenticated-orcid":false,"given":"Yuanping","family":"Xu","sequence":"additional","affiliation":[{"name":"Sichuan Provincial Engineering Research Center for Intelligent Tolerance Design and Measurement, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Mu","sequence":"additional","affiliation":[{"name":"College of Stirling, Chengdu University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8868-4440","authenticated-orcid":false,"given":"Daiwei","family":"Li","sequence":"additional","affiliation":[{"name":"College of Software Engineering, Chengdu University of Information Technology, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/d14-1179"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106817"},{"key":"ref5","article-title":"An empirical evaluation of generic convolutional and recurrent networks for sequence modeling","author":"Bai","year":"2018"},{"key":"ref6","article-title":"iTransformer: Inverted transformers are effective for time series forecasting","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Liu","year":"2024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17325"},{"key":"ref8","article-title":"Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting","author":"Wu","year":"2022"},{"key":"ref9","first-page":"27268","article-title":"Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zhou","year":"2022"},{"key":"ref10","article-title":"Diffusion convolutional recurrent neural network: Data-driven traffic forecasting","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","year":"2018"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/264"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i16.33908"},{"key":"ref13","article-title":"TimeMixer: Decomposable multiscale mixing for time series forecasting","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Wang","year":"2024"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111473"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109831"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.08.032"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-70018-7_46"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2023.3276263"},{"key":"ref19","article-title":"Rule-based evolving fuzzy system for time series forecasting: New perspectives based on type-2 fuzzy sets measures approach","author":"Marques","year":"2025"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10562-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.24425\/mms.2022.142268"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.32604\/csse.2022.019483"},{"issue":"1","key":"ref23","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-019-09344-w"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-023-00576-7"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-47812-3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2024.108375"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-024-01469-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.120047"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2021.3058643"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18280\/ria.370112"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10188-3"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/app11167766"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3061432"},{"key":"ref35","first-page":"1","article-title":"Explainable fuzzy systems: Paving the way from interpretable fuzzy systems to explainable AI systems","volume":"970","author":"Maria","year":"2021","journal-title":"Stud. Comput. Intell."},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2024.3397728"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111481"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122767"},{"key":"ref39","first-page":"11121","article-title":"Are transformers effective for time series forecasting?","volume-title":"Proc. AAAI Conf. Artif. Intell.","author":"Zeng","year":"2023"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2025.130234"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/91.995115"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1080\/16168658.2018.1509519"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2024.3355176"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2010.09.020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2025.109527"}],"container-title":["IEEE Transactions on Fuzzy Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/91\/11549953\/11491865.pdf?arnumber=11491865","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T19:59:31Z","timestamp":1780603171000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11491865\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":45,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tfuzz.2026.3686483","relation":{},"ISSN":["1063-6706","1941-0034"],"issn-type":[{"value":"1063-6706","type":"print"},{"value":"1941-0034","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6]]}}}