{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,26]],"date-time":"2026-10-26T11:34:27Z","timestamp":1793014467019,"version":"4.5.0"},"reference-count":100,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100015690","name":"Directorate of Research and Community Engagement, Universitas Padjadjaran","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100015690","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2023R1A2C1006845"],"award-info":[{"award-number":["NRF-2023R1A2C1006845"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2022R1A5A1033624"],"award-info":[{"award-number":["NRF-2022R1A5A1033624"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2023R1A2C1006845"],"award-info":[{"award-number":["NRF-2023R1A2C1006845"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018970","name":"Universitas Telkom","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100018970","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["NSTC-111-2221-E-324-020"],"award-info":[{"award-number":["NSTC-111-2221-E-324-020"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["NSTC-111-2622-E-324-002"],"award-info":[{"award-number":["NSTC-111-2622-E-324-002"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["NSTC-112-2221-E-324-003-MY3"],"award-info":[{"award-number":["NSTC-112-2221-E-324-003-MY3"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["NSTC-112-2221-E-324-011-MY2"],"award-info":[{"award-number":["NSTC-112-2221-E-324-011-MY2"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3368034","type":"journal-article","created":{"date-parts":[[2024,2,21]],"date-time":"2024-02-21T18:56:30Z","timestamp":1708541790000},"page":"28988-29003","source":"Crossref","is-referenced-by-count":43,"title":["Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM<sub>2.5<\/sub> Level"],"prefix":"10.1109","volume":"12","author":[{"given":"Tafia Hasna","family":"Putri","sequence":"first","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rezzy Eko","family":"Caraka","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6077-0881","authenticated-orcid":false,"given":"Toni","family":"Toharudin","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2679-0090","authenticated-orcid":false,"given":"Yunho","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Mathematical Sciences, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7621-1988","authenticated-orcid":false,"given":"Rung-Ching","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Information Management, Chaoyang University of Technology, Taichung, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Prana Ugiana","family":"Gio","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Universitas Sumatera Utara, Medan, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anjar Dimara","family":"Sakti","sequence":"additional","affiliation":[{"name":"Remote Sensing and Geographic Information Sciences Research Group, Faculty of Earth Sciences and Technology, Institut Teknologi Bandung, Bandung, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0189-8679","authenticated-orcid":false,"given":"Resa Septiani","family":"Pontoh","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Indah Reski","family":"Pratiwi","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4200-8380","authenticated-orcid":false,"given":"Farid Azhar Lutfi","family":"Nugraha","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thalita Safa","family":"Azzahra","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica Jesslyn","family":"Cerelia","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gumgum","family":"Darmawan","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7474-2336","authenticated-orcid":false,"given":"Defi Yusti","family":"Faidah","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, Sumedang, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7404-9005","authenticated-orcid":false,"given":"Bens","family":"Pardamean","sequence":"additional","affiliation":[{"name":"Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Review of Evidence on Health Aspects of Air Pollution-REVIHAAP","year":"2021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2019.02518"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eneco.2021.105132"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2019.135770"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1126\/science.1092666"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(02)11274-8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/09709274.2004.11905735"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2020.138436"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.habitatint.2010.11.011"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.4209\/aaqr.2017.10.0391"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3265019"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/sym13040657"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/smartcities3040057"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/1748-5908-6-74"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.apr.2021.101150"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.32604\/csse.2023.024943"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2021.3099135"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2950439"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2006.01.001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.apr.2021.101260"},{"key":"ref21","first-page":"1","article-title":"Retrieval of real-time PM_2.5, temperature and humidity profiles from satellite and ground-based remote sensing data using advanced deep learning models","volume-title":"Proc. 41st Asian Conf. Remote Sens.","author":"Yan"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/bigdata.2018.8622559"},{"key":"ref23","first-page":"428","article-title":"A deep learning model for PM_2.5 concentration prediction","volume-title":"Proc. IEEE Intl. Conf. Dependable, Autonomic Secure Comput., Intl. Conf. Pervasive Intell. Comput., Intl. Conf. Cloud Big Data Comput., Intl. Conf. Cyber Sci. Technol. Congr. (DASC\/PiCom\/CBDCom\/CyberSciTech)","author":"Zhang"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/access.2018.2821690"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.inpa.2019.11.001"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296411"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/s18010209"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.07.034"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2017.080853"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICAwST.2018.8517219"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/SPIN.2017.8050011"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.10.436"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37309-2_10"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/cec.2019.8789957"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/iceca49313.2020.9297652"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-4807-6_39"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2014.12.052"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10661-020-08376-1"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s00477-020-01784-2"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2020.110429"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.envint.2022.107691"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1039\/b918972f"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2013.12.015"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012494009640"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1023\/a:1010933404324"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-9-307"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1890\/07-0539.1"},{"key":"ref48","volume-title":"Consistency for a Simple Model of Random Forests","author":"Breiman","year":"2004"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2021.126382"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2022.131898"},{"key":"ref51","article-title":"XGBoost: Scalable GPU accelerated learning","author":"Mitchell","year":"2018","journal-title":"arXiv:1806.11248"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref53","first-page":"155","article-title":"Support vector regression machines","volume-title":"Proc. Int. Conf. Adv. Neural Inf. Process. Syst.","volume":"9","author":"Drucker"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.3.792"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/iciccs48265.2020.9120932"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.2495\/air180071"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2004.09.013"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/3495018.3501071"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2019.03.253"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3355402.3355417"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/access.2022.3151632"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-89820-5_21"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2020.3041047"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.09.051"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.11.013"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/s0169-2070(00)00057-1"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2019.02.012"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2019.04.014"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.03.258"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.envpol.2017.08.114"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/6622927"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-12355-6"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.17509\/ijost.v6i1.32732"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.2307\/2344788"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.2307\/1402964"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.07.006"},{"key":"ref78","article-title":"Penerapan long short term memory pada data time series untuk memprediksi penjualan produk pt. metiska farma","author":"Wiranda","year":"2019"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1080\/03610918.2020.1854302"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/dasc\/picom\/cbdcom\/cyberscitech.2019.00188"},{"issue":"9","key":"ref81","first-page":"173","article-title":"LSTM-RNN automotive stock price prediction","volume":"8","author":"Johan","year":"2019","journal-title":"Int. Journal Sci. Technol. Res."},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00249"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/iciscae48440.2019.221625"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-91244-4_30"},{"key":"ref85","volume-title":"Understanding LSTM Networks","year":"2015"},{"issue":"2","key":"ref86","first-page":"478","article-title":"Ground level ozone prediction for Delhi using LSTM-RNN","volume":"8","author":"Geetha","year":"2018","journal-title":"Int. J. Innov. Technol. Exploring Eng."},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/iccsea49143.2020.9132928"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6706345"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.408"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2019.01.333"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.3390\/s18072220"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/icassp.2019.8682909"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.23940\/ijpe.19.06.p4.15281537"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2779939"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30952-7_12"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/ictc46691.2019.8939991"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/icsidp47821.2019.9173301"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2015.7298594"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99365-2_41"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.3390\/app122111155"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10443012.pdf?arnumber=10443012","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T05:26:39Z","timestamp":1709270799000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10443012\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":100,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3368034","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}