{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T14:39:58Z","timestamp":1776868798479,"version":"3.51.2"},"reference-count":63,"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\/4.0\/legalcode"}],"funder":[{"name":"Ministry of Education, Republic of Korea"},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2023S1A5C2A07096111"],"award-info":[{"award-number":["NRF-2023S1A5C2A07096111"]}],"id":[{"id":"10.13039\/501100003725","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.2024.3406439","type":"journal-article","created":{"date-parts":[[2024,5,28]],"date-time":"2024-05-28T18:15:49Z","timestamp":1716920149000},"page":"77257-77268","source":"Crossref","is-referenced-by-count":38,"title":["Enhancing Short-Term Electric Load Forecasting for Households Using Quantile LSTM and Clustering-Based Probabilistic Approach"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3189-3943","authenticated-orcid":false,"given":"Zaki","family":"Masood","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, Chonnam National University, Gwangju, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5833-3914","authenticated-orcid":false,"given":"Rahma","family":"Gantassi","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Chonnam National University, Gwangju, South Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5218-4513","authenticated-orcid":false,"given":"Yonghoon","family":"Choi","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Chonnam National University, Gwangju, South Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9061030"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2019.02.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2019.2946701"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.gloei.2022.04.002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2833869"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.11.011"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2017.01.019"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2019.05.063"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3005244"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2020.101692"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09838-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICEngTechnol.2017.8308186"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MWSCAS.2017.8053243"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2020.110591"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.12.030"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1800155"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2686012"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2807845"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICIIP.2017.8313703"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.04.160"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2018.2868167"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2018.2870041"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2437877"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3053069"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3389\/fenrg.2023.1284076"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s40565-018-0380-x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/s21092979"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.10.061"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1049\/joe.2017.0833"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2859749"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.10.078"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-2624-4_11"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2018.07.019"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2527820"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecmx.2022.100239"},{"key":"ref36","article-title":"Individual household electric power consumption data set","author":"Dheeru","year":"2018","journal-title":"UCI Mach. Learn. Repository"},{"key":"ref37","article-title":"Electricity load diagrams 2011\u20132014 data set","author":"Dheeru","year":"2011","journal-title":"UCI Mach. Learn. Repository"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04921-7_41"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2019.01.113"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3276774.3276793"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.12.118"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/en15072623"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.178"},{"key":"ref44","article-title":"Log hyperbolic cosine loss improves variational auto-encoder","author":"Chen","year":"2018"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00522"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.06.008"},{"key":"ref47","volume-title":"Extraction and analysis of historical French weather data","year":"2019"},{"key":"ref48","volume-title":"Paris-Montsouris Weather Data","year":"2022"},{"key":"ref49","article-title":"Uci machine learning repository","author":"Dheeru","year":"2018","journal-title":"UCI Datasets"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3390\/math9243326"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.26599\/BDMA.2023.9020030"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2022.04.016"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICPRE.2016.7871231"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1002\/2475-8876.12135"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(02)00060-2"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/dac.5255"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2019.05.124"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.12.114"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-7-1247-2014"},{"key":"ref60","first-page":"265","article-title":"TensorFlow: A system for large-scale machine learning","volume-title":"Proc. 12th USENIX Symp. Oper. Syst. Design Implement.","author":"Abadi"},{"key":"ref61","article-title":"GluonTS: Probabilistic time series models in Python","author":"Alexandrov","year":"2019","journal-title":"arXiv:1906.05264"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1002\/9781119564843.ch4"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2021.3056941"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10540128.pdf?arnumber=10540128","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,25]],"date-time":"2024-06-25T21:16:53Z","timestamp":1719350213000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10540128\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":63,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3406439","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}