{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T23:58:17Z","timestamp":1772927897284,"version":"3.50.1"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100004895","name":"European Union and the European Social Fund","doi-asserted-by":"publisher","award":["EFOP-3.6.1-16-2016-00022"],"award-info":[{"award-number":["EFOP-3.6.1-16-2016-00022"]}],"id":[{"id":"10.13039\/501100004895","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100011665","name":"Deanship of Scientific Research at King Saud University through Research Group","doi-asserted-by":"publisher","award":["RG-1441-490"],"award-info":[{"award-number":["RG-1441-490"]}],"id":[{"id":"10.13039\/501100011665","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3095145","type":"journal-article","created":{"date-parts":[[2021,7,6]],"date-time":"2021-07-06T19:19:37Z","timestamp":1625599177000},"page":"98928-98938","source":"Crossref","is-referenced-by-count":14,"title":["Treating Class Imbalance in Non-Technical Loss Detection: An Exploratory Analysis of a Real Dataset"],"prefix":"10.1109","volume":"9","author":[{"given":"Khawaja Moyeezullah","family":"Ghori","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad","family":"Awais","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Akmal Saeed","family":"Khattak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad","family":"Imran","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Fazal-E-Amin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laszlo","family":"Szathmary","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/s19112498"},{"key":"ref32","first-page":"1322","article-title":"ADASYN: Adaptive synthetic sampling approach for imbalanced learning","author":"he","year":"2008","journal-title":"Proc IEEE Int Joint Conf Neural Netw (IEEE World Congr Comput Intell )"},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-02326-2_9","article-title":"A multiple expert approach to the class imbalance problem using inverse random under sampling","volume":"5519","author":"tahir","year":"2009","journal-title":"Multiple Classifier Systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.12.035"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph17031082"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.17533\/udea.redin.n84a08"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDIS.2018.00029"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2807925"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/en12173310"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2019.2896381"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/en12183452"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/RTSI.2016.7740565"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.06.040"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CDMA47397.2020.00009"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1023\/B:AMAI.0000018580.96245.c6"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-2002-6504"},{"key":"ref4","article-title":"Impact of biases in big data","author":"glauner","year":"2018","journal-title":"arXiv 1803 00897"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009700419189"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2962510"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2785963"},{"key":"ref29","first-page":"1","volume":"3","author":"jiang","year":"2008","journal-title":"A Literature Survey on Domain Adaptation of Statistical Classifiers"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2018.03.031"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/EEEIC.2017.7977665"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-019-01649-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/en11020452"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/en14071852"},{"key":"ref20","article-title":"Non-technical loss detection with statistical profile images based on semi-supervised learning","author":"li","year":"2019","journal-title":"arXiv 1907 03925"},{"key":"ref22","article-title":"Electricity theft detection with self-attention","author":"finardi","year":"2020","journal-title":"arXiv 2002 06219"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380291"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2008.03.018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007452223027"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-377-6.50075-X"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09475464.pdf?arnumber=9475464","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T11:44:00Z","timestamp":1643197440000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9475464\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3095145","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}