{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T20:52:16Z","timestamp":1776977536899,"version":"3.51.4"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T00:00:00Z","timestamp":1751500800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T00:00:00Z","timestamp":1751500800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,3]]},"DOI":"10.1109\/icecet63943.2025.11472437","type":"proceedings-article","created":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T19:42:35Z","timestamp":1775763755000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Spatio-Temporal Multimodal Large Language Model for Air Quality Index Prediction"],"prefix":"10.1109","author":[{"given":"Seungwoo","family":"Lee","sequence":"first","affiliation":[{"name":"Changwon National University,Graduate School of Advanced Defense Engineering,Changwon,Republic of Korea"}]},{"given":"Sunghyun","family":"Sim","sequence":"additional","affiliation":[{"name":"Changwon National University,School of AI Convergence Engineering,Changwon,Republic of Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chest.2018.10.041"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"103146","DOI":"10.1016\/j.jksus.2024.103146","article-title":"Effect of particulate matter PM2.5 and PM10 on health indicators, climate change, and socioeconomic influences in a developing country","volume":"36","author":"Meo","year":"2024","journal-title":"J. King Saud Univ. Sci."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.f7412"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10311-022-01450-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.trd.2022.103431"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.70135\/seejph.vi.1498"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2019.105681"},{"key":"ref8","first-page":"214","article-title":"Din\u00e2mica sazonal de remanescentes da Mata Atl\u00e2ntica, a partir de s\u00e9ries temporais NDVI\/MODIS","volume":"30","author":"da Costa","year":"2017","journal-title":"Geo UERJ"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.35870\/jtik.v8i3.2012"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-74246-2"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICICT60155.2024.10544842"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.envres.2024.118568"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.psep.2024.08.119"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124868"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/atmos14050869"},{"key":"ref16","article-title":"Learning patternspecific experts for time series forecasting under patch-level distribution shift","author":"Sun","year":"2024"},{"key":"ref17","article-title":"Tackling prediction tasks in relational databases with LLMs","author":"Wydmuch","year":"2024"},{"key":"ref18","article-title":"Beyond human-like processing: Large language models perform equivalently on forward and backward scientific text","author":"Luo","year":"2024"},{"key":"ref19","article-title":"TIME-LLM: Time series forecasting by reprogramming large language models","volume-title":"Proc. Int. Conf. Learn. Representations (ICLR)","author":"Jin"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2024.112127"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3355402.3355417"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2991\/978-94-6463-332-0_3"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/atmos13040512"},{"key":"ref24","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"Proc. 38th Int. Conf. Mach. Learn. (ICML), PMLR 139","author":"Radford"},{"key":"ref25","article-title":"iTransformer: Inverted transformers are effective for time series forecasting","volume-title":"Proc. Int. Conf. Learn. Representations (ICLR)","author":"Liu"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26317"},{"key":"ref27","article-title":"Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting","volume-title":"Proc. 35th Conf. Neural Inf. Process. Syst. (NeurIPS)","author":"Wu"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17325"}],"event":{"name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","location":"Paris, France","start":{"date-parts":[[2025,7,3]]},"end":{"date-parts":[[2025,7,6]]}},"container-title":["2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11471878\/11471697\/11472437.pdf?arnumber=11472437","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T19:57:16Z","timestamp":1776974236000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11472437\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,3]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/icecet63943.2025.11472437","relation":{},"subject":[],"published":{"date-parts":[[2025,7,3]]}}}