{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T01:43:55Z","timestamp":1776908635049,"version":"3.51.2"},"reference-count":64,"publisher":"Informa UK Limited","issue":"8","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000269","name":"Economic and Social Research Council","doi-asserted-by":"publisher","award":["ES\/"],"award-info":[{"award-number":["ES\/"]}],"id":[{"id":"10.13039\/501100000269","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000269","name":"Economic and Social Research Council","doi-asserted-by":"publisher","award":["59\/1"],"award-info":[{"award-number":["59\/1"]}],"id":[{"id":"10.13039\/501100000269","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000269","name":"Economic and Social Research Council","doi-asserted-by":"publisher","award":["23&ZD175"],"award-info":[{"award-number":["23&ZD175"]}],"id":[{"id":"10.13039\/501100000269","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of the Operational Research Society"],"published-print":{"date-parts":[[2025,8,3]]},"DOI":"10.1080\/01605682.2024.2418882","type":"journal-article","created":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T08:30:42Z","timestamp":1730449842000},"page":"1513-1530","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":7,"title":["A novel generalised extreme value gradient boosting decision tree for the class imbalanced problem in credit scoring"],"prefix":"10.1080","volume":"76","author":[{"given":"Junfeng","family":"Zhang","sequence":"first","affiliation":[{"name":"University of Edinburgh","place":["Edinburgh, UK"]}]},{"given":"Raffaella","family":"Calabrese","sequence":"additional","affiliation":[{"name":"University of Edinburgh","place":["Edinburgh, UK"]},{"name":"European University Institute Via della Badia dei Roccettini","place":["Fiesole, Italy"]}]},{"given":"Yizhe","family":"Dong","sequence":"additional","affiliation":[{"name":"University of Edinburgh","place":["Edinburgh, UK"]}]}],"member":"301","published-online":{"date-parts":[[2024,11]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.jors.2601545"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2014.48"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.04.042"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.09.033"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2015.64"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1080\/02664763.2013.784894"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1080\/14765284.2022.2077632"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2023.06.036"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40854-023-00517-y"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/isj.12088"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.09.100"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106263"},{"key":"e_1_3_3_16_1","volume-title":"Extreme value theory: An introduction","author":"De Haan L.","year":"2007","unstructured":"De Haan, L., & Ferreira, A. (2007). Extreme value theory: An introduction. Springer Science & Business Media."},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.06.053"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.11192"},{"key":"e_1_3_3_20_1","first-page":"1189","article-title":"Greedy function approximation: A gradient boosting machine","author":"Friedman J. H.","year":"2001","unstructured":"Friedman, J. H. (2001). Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29(5), 1189\u20131232.","journal-title":"Annals of Statistics, 29(5),"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.09.064"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.03.006"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2015.05.050"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.12.035"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5119-5"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.12.011"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-985X.1997.00078.x"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010920819831"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.01.012"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781118548387"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-017-2668-z"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2019.01.072"},{"issue":"4","key":"e_1_3_3_34_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3343440","article-title":"A systematic review on imbalanced data challenges in machine learning: Applications and solutions","volume":"52","author":"Kaur H.","year":"2019","unstructured":"Kaur, H., Pannu, H. S., & Malhi, A. K. (2019). A systematic review on imbalanced data challenges in machine learning: Applications and solutions. ACM Computing Surveys (CSUR), 52(4), 1\u201336.","journal-title":"ACM Computing Surveys (CSUR)"},{"key":"e_1_3_3_35_1","unstructured":"Koh J. (2021). Gradient boosting with extreme-value theory for wildfire prediction. arXiv Preprint arXiv:2110.09497."},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-016-0094-0"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2013.08.014"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00180-023-01330-y"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1111\/isj.12333"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-019-04335-1"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2015.05.030"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106963"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116034"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118158"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.07.007"},{"key":"e_1_3_3_46_1","first-page":"4768","article-title":"A unified approach to interpreting model predictions","volume":"30","author":"Lundberg S. M.","year":"2017","unstructured":"Lundberg, S. M., & Lee, S.-I. (2017). A unified approach to interpreting model predictions. Advances in Neural Information Processing Systems, 30, 4768\u20134777.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1057\/jors.2012.120"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.05.009"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2018.169"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.117233"},{"key":"e_1_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1111\/rssa.12467"},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2010.10.003"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2019.01.002"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108296"},{"key":"e_1_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-024-06054-w"},{"key":"e_1_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109637"},{"key":"e_1_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2002.1000348"},{"key":"e_1_3_3_58_1","unstructured":"Velthoen J. Dombry C. Cai J.-J. & Engelke S. (2021). Gradient boosting for extreme quantile regression. arXiv Preprint arXiv:2103.00808."},{"key":"e_1_3_3_59_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23534-9_20"},{"key":"e_1_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2017.8285168"},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1214\/10-AOAS354"},{"key":"e_1_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.11.095"},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2017.06.004"},{"key":"e_1_3_3_64_1","article-title":"Modeling tabular data using conditional gan","author":"Xu L.","year":"2019","unstructured":"Xu, L., Skoularidou, M., Cuesta-Infante, A., & Veeramachaneni, K. (2019). Modeling tabular data using conditional gan. Advances in Neural Information Processing Systems,\u00a032.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_3_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.01.032"}],"container-title":["Journal of the Operational Research Society"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/01605682.2024.2418882","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T05:03:48Z","timestamp":1753333428000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/01605682.2024.2418882"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":64,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2025,8,3]]}},"alternative-id":["10.1080\/01605682.2024.2418882"],"URL":"https:\/\/doi.org\/10.1080\/01605682.2024.2418882","relation":{},"ISSN":["0160-5682","1476-9360"],"issn-type":[{"value":"0160-5682","type":"print"},{"value":"1476-9360","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjor20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjor20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2023-09-06","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-09-24","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-10-15","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-11-01","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}