{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T14:00:52Z","timestamp":1730296852004,"version":"3.28.0"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,11,22]],"date-time":"2023-11-22T00:00:00Z","timestamp":1700611200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,22]],"date-time":"2023-11-22T00:00:00Z","timestamp":1700611200000},"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":[[2023,11,22]]},"DOI":"10.1109\/sita60746.2023.10373756","type":"proceedings-article","created":{"date-parts":[[2024,1,3]],"date-time":"2024-01-03T19:26:16Z","timestamp":1704309976000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco"],"prefix":"10.1109","author":[{"given":"Abdellatif","family":"Bekkar","sequence":"first","affiliation":[{"name":"University Hassan II,FSTM,Department of Computer Sciences,Moahamedia,Morocco"}]},{"given":"Badr","family":"Hssina","sequence":"additional","affiliation":[{"name":"University Hassan II,FSTM,Department of Computer Sciences,Moahamedia,Morocco"}]},{"given":"Samira","family":"Douzi","sequence":"additional","affiliation":[{"name":"University Mohammed V,FMPR,Department of Drug Science,Rabat,Morocco"}]},{"given":"Khadija","family":"Douzi","sequence":"additional","affiliation":[{"name":"University Hassan II,FSTM,Department of Computer Sciences,Moahamedia,Morocco"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1016\/B978-0-12-386454-3.00895-2","article-title":"Ozone","volume":"3","author":"Gad","year":"2014","journal-title":"Encyclopedia of Toxicology"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosust.2014.07.008"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.5194\/acp-19-11821-2019"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1097\/01.ede.0000165817.40152.85"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.0000154546.32135.6E"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1006\/enrs.1996.3687"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1039\/c7pp90001e"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.envpol.2010.07.025"},{"journal-title":"WHO Global Air Quality Guidelines: Particulate Matter (PM2.5 and PM10), Ozone, Nitrogen Dioxide, Sulfur Dioxide and Carbon Monoxide","year":"2021","key":"ref9"},{"year":"2020","key":"ref10","article-title":"National Air Program"},{"year":"2003","key":"ref11","article-title":"Law No. 13-03 Relating to the Fight Against Air Pollution"},{"year":"2009","key":"ref12","article-title":"Decree No. 09-631 Concerning Air Pollutants"},{"key":"ref13","article-title":"Air"},{"key":"ref14","article-title":"National Air Quality Monitoring Network"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5194\/acp-14-115-2014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jes.2020.02.019"},{"article-title":"Deep transformer models for time series forecasting: The influenza prevalence case","year":"2020","author":"Wu","key":"ref17"},{"key":"ref18","first-page":"17105","article-title":"Adversarial sparse transformer for time series forecasting","volume":"33","author":"Wu","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/10473289.1997.10463925"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/01431160701250440"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/0957-1272(90)90036-T"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/0004-6981(75)90127-4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2012.06.031"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2013.08.023"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2014.03.049"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2016.09.061"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/atmos12060666"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/19942060.2020.1758792"},{"issue":"2","key":"ref29","first-page":"177","article-title":"Ozone level prediction with machine learning algorithms","volume":"14","author":"Y\u0131lmaz","year":"2021","journal-title":"J. Aeronaut. Space Technol."},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IRASET52964.2022.9737814"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00548-1"},{"key":"ref32","article-title":"Air quality monitoring stations data - Marrakech - Morocco","volume-title":"figshare. Dataset","author":"Sadiq","year":"2016"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v045.i03"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1063\/5.0053286"},{"key":"ref35","first-page":"5998","article-title":"Attention is all you need","volume":"30","author":"Vaswani","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467401"},{"article-title":"The Illustrated Transformer","year":"2018","author":"Alammar","key":"ref37"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-2509"}],"event":{"name":"2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA)","start":{"date-parts":[[2023,11,22]]},"location":"Casablanca, Morocco","end":{"date-parts":[[2023,11,23]]}},"container-title":["2023 14th International Conference on Intelligent Systems: Theories and Applications (SITA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10373588\/10373590\/10373756.pdf?arnumber=10373756","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T04:15:28Z","timestamp":1706069728000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10373756\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,22]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/sita60746.2023.10373756","relation":{},"subject":[],"published":{"date-parts":[[2023,11,22]]}}}