{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,25]],"date-time":"2026-10-25T09:58:28Z","timestamp":1792922308350,"version":"4.5.0"},"reference-count":100,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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"}]},{"name":"\u201cLeaders in Industry-University Cooperation 3.0\u201d Research Project by the Ministry of Education and the National Research Foundation of Korea","id":[{"id":"https:\/\/ror.org\/013aysd81","id-type":"ROR","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3265019","type":"journal-article","created":{"date-parts":[[2023,4,6]],"date-time":"2023-04-06T13:40:07Z","timestamp":1680788407000},"page":"35680-35696","source":"Crossref","is-referenced-by-count":68,"title":["Boosting Algorithm to Handle Unbalanced Classification of PM\n                    <sub>2.5<\/sub>\n                    Concentration Levels by Observing Meteorological Parameters in Jakarta-Indonesia Using AdaBoost, XGBoost, CatBoost, and LightGBM"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6077-0881","authenticated-orcid":false,"given":"Toni","family":"Toharudin","sequence":"first","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, West Java, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1812-7478","authenticated-orcid":false,"given":"Rezzy Eko","family":"Caraka","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, West Java, 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, West Java, 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"}]},{"given":"Prana Ugiana","family":"Gio","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Universitas Sumatera Utara, Medan, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7379-1777","authenticated-orcid":false,"given":"Anjar Dimara","family":"Sakti","sequence":"additional","affiliation":[{"name":"Remote Sensing and Geographic Information Sciences Research Group, Faculty of Earth Sciences and Technology, Bandung Institute of Technology, Bandung, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maengseok","family":"Noh","sequence":"additional","affiliation":[{"name":"College of Information Technology and Convergence, Pukyong National University, Busan, South Korea"}],"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, West Java, 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, West Java, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tafia Hasna","family":"Putri","sequence":"additional","affiliation":[{"name":"Department of Statistics, Faculty of Mathematics and Natural Science, Padjadjaran University, West Java, 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, West Java, 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, West Java, 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, West Java, 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","doi-asserted-by":"publisher","DOI":"10.3390\/rs12223734"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-25570-y"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1089\/big.2013.1508"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/20964471.2021.1939989"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/17538947.2020.1743785"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.scib.2022.07.015"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/sw\/47.3.209"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IWBIS.2017.8275097"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1108\/imefm-08-2020-0408"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5210\/fm.v19i7.4901"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2015.2406883"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2015.11.050"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2019.0054"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4236\/jep.2015.65044"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.apr.2021.101260"},{"key":"ref16","first-page":"1","article-title":"Retrieval of real-time PM2.5, temperature and humidity profiles from satellite and ground-based remote sensing data using advanced deep learning models","volume-title":"Proc. ACRS 41st Asian Conf. Remote Sens.","author":"Yan"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1021\/acs.est.5b01236"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/bigdata.2018.8622559"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/dasc-picom-cbdcom-cyberscitech52372.2021.00078"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/icsp54964.2022.9778520"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3038883"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10661-020-08376-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s00477-020-01784-2"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2020.110429"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10666-020-09696-9"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00477-018-1542-0"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/su14042068"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/su14063269"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/su12062570"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10874-020-09401-w"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1289\/ehp2732"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1111\/ina.12116"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.envint.2021.106715"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/su10062064"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/joc.4829"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s00704-007-0299-z"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-62407-5_31"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2014.12.045"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1257\/aer.20180279"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-009-9124-7"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2019.135161"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.2352\/issn.2470-1173.2016.1.vda-505"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2022.104050"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2014.2306391"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/icoin.2017.7899468"},{"key":"ref46","volume-title":"A Short Introduction to Boosting","author":"Freund","year":"1999"},{"key":"ref47","article-title":"Adaptive boosted random forest-support vector machine based classification scheme for speaker identification","volume":"131","author":"Karthikeyan","year":"2022","journal-title":"Appl. Soft Comput."},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2022.104690"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104150"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/icdm.2003.1250975"},{"key":"ref51","first-page":"58","article-title":"Prediction of netizen tweets using random forest, decision tree, Na\u00efve Bayes, and ensemble algorithm","author":"Rianto","year":"2020","journal-title":"Sinkron"},{"issue":"4","key":"ref52","first-page":"1","article-title":"XgBoost: eXtreme gradient boosting","volume":"1","author":"Chen","year":"2015","journal-title":"R Package Version 0.4\u20132"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.catena.2022.106491"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.optcom.2021.126857"},{"key":"ref55","volume-title":"Tree Boosting With XGBoost","author":"Nielsen","year":"2016"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2013.00021"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106993"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00345-2"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.oceaneng.2022.111767"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104371"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2022.105447"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2022.10.004"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00345-2"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106466"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.105579"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcmds.2022.100030"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.117943"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.compgeo.2022.105156"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2022.106937"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.105626"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2022.09.008"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.105020"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109632"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhazmat.2022.130635"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.cscm.2022.e01649"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosres.2022.106238"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2022.128296"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2022.159798"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2022.105242"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2020.117434"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2022.11.046"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.jenvman.2023.117357"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.cbrev.2021.12.002"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2020.11.011"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.ocemod.2021.101832"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.rsase.2021.100565"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2021.09.018"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2022.110909"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109637"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2018.12.103"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2021.112109"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2022.114768"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2022.105466"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2021.106584"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajp.2022.103316"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107038"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2022.109045"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.02.023"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-019-6413-7"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3033796"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10093874.pdf?arnumber=10093874","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T04:08:46Z","timestamp":1710389326000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10093874\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":100,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3265019","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}