{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T05:53:09Z","timestamp":1784181189512,"version":"3.55.0"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,8]],"date-time":"2024-12-08T00:00:00Z","timestamp":1733616000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,8]],"date-time":"2024-12-08T00:00:00Z","timestamp":1733616000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100018693","name":"Horizon Europe","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100018693","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,8]]},"DOI":"10.1109\/gcwkshp64532.2024.11100692","type":"proceedings-article","created":{"date-parts":[[2025,8,12]],"date-time":"2025-08-12T17:51:39Z","timestamp":1755021099000},"page":"1-6","source":"Crossref","is-referenced-by-count":128,"title":["Kolmogorov-Arnold Networks (KANs) for Time Series Analysis"],"prefix":"10.1109","author":[{"given":"Cristian J.","family":"Vaca-Rubio","sequence":"first","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA),Castelldefels,Barcelona,Spain,08860"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luis","family":"Blanco","sequence":"additional","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA),Castelldefels,Barcelona,Spain,08860"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roberto","family":"Pereira","sequence":"additional","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA),Castelldefels,Barcelona,Spain,08860"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M\u00e0rius","family":"Caus","sequence":"additional","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA),Castelldefels,Barcelona,Spain,08860"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106181"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.103705"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2023.101819"},{"key":"ref4","article-title":"Weather2k: A multivariate spatio-temporal benchmark dataset for meteorological forecasting based on real-time observation data from ground weather stations","author":"Zhu","year":"2023"},{"key":"ref5","volume-title":"Time series analysis: forecasting and control.","author":"Box","year":"2015"},{"key":"ref6","volume-title":"Forecasting: principles and practice.","author":"Hyndman","year":"2018"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2003.09.015"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.6.3.324"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2020.0209"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1089\/big.2020.0159"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-92910-9_14"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488598000094"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref14","article-title":"Conditional time series forecasting with convolutional neural networks","author":"Borovykh","year":"2017"},{"key":"ref15","article-title":"Scaling mlps: A tale of inductive bias","volume":"36","author":"Bachmann","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref16","article-title":"Kan: Kolmogorov-arnold networks","author":"Liu","year":"2024"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1090\/trans2\/017\/12"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s00365-009-9054-2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.01.020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04867-x"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-4807-6_39"}],"event":{"name":"2024 IEEE Globecom Workshops (GC Wkshps)","location":"Cape Town, South Africa","start":{"date-parts":[[2024,12,8]]},"end":{"date-parts":[[2024,12,12]]}},"container-title":["2024 IEEE Globecom Workshops (GC Wkshps)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11099626\/11099614\/11100692.pdf?arnumber=11100692","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,13]],"date-time":"2025-08-13T05:29:54Z","timestamp":1755062994000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11100692\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,8]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/gcwkshp64532.2024.11100692","relation":{},"subject":[],"published":{"date-parts":[[2024,12,8]]}}}