{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T23:32:20Z","timestamp":1774654340412,"version":"3.50.1"},"reference-count":57,"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":[{"DOI":"10.13039\/501100020884","name":"Agencia Nacional de Investigaci?n y Desarrollo","doi-asserted-by":"publisher","award":["PIA\/PUENTE AFB230002"],"award-info":[{"award-number":["PIA\/PUENTE AFB230002"]}],"id":[{"id":"10.13039\/501100020884","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.2024.3511339","type":"journal-article","created":{"date-parts":[[2024,12,4]],"date-time":"2024-12-04T19:13:36Z","timestamp":1733339616000},"page":"188993-189008","source":"Crossref","is-referenced-by-count":2,"title":["Dealing With Class Imbalance in Uplift Modeling-Efficient Data Preprocessing via Oversampling and Matching"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4612-1409","authenticated-orcid":false,"given":"Carla","family":"Vairetti","sequence":"first","affiliation":[{"name":"Facultad de Ingeniería y Ciencias Aplicadas, Universidad de los Andes, Santiago, Chile"}]},{"given":"Mar\u00eda","family":"Jos\u00e9 Marf\u00e1n","sequence":"additional","affiliation":[{"name":"Facultad de Ingeniería y Ciencias Aplicadas, Universidad de los Andes, Santiago, Chile"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7124-0437","authenticated-orcid":false,"given":"Sebasti\u00e1n","family":"Maldonado","sequence":"additional","affiliation":[{"name":"Instituto Sistemas Complejos de Ingeniería (ISCI), Santiago, Chile"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00670-y"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2020.113320"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.12.075"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-018-0576-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-08397-0"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2019.11.030"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1089\/big.2017.0104"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7502-7_911-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/pst.2051"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-024-09439-x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-022-08004-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-08783-8"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2019.2936356"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108511"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-023-00917-9"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-04221-9_5"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.11192"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-017-0037-9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-017-0517-y"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2018.12.003"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.07.145"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2020.103465"},{"issue":"1","key":"ref23","first-page":"1235","article-title":"MLlib: Machine learning in Apache spark","volume":"17","author":"Meng","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106598"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.08.086"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.03.086"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17419-7"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.indmarman.2021.10.001"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0197-y"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1319839"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2015.1093947"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/07350015.2020.1811102"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2023.4678"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139025751"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-014-0383-9"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1040-6"},{"key":"ref37","article-title":"Adapting neural networks for uplift models","author":"Mouloud","year":"2020","journal-title":"arXiv:2011.00041"},{"key":"ref38","first-page":"1","article-title":"Causal inference and uplift modelling: A review of the literature","volume-title":"Proc. 3rd Int. Conf. Predictive Appl. APIs","author":"Gutierrez"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i6.20581"},{"key":"ref40","article-title":"Treatment targeting by AUUC maximization with generalization guarantees","author":"Betlei","year":"2020","journal-title":"arXiv:2012.09897"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/su10124426"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/sim.9437"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-statistics-031219-041058"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1257\/jel.20191450"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/pds.5232"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1111\/biom.13098"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2021.111279"},{"issue":"2","key":"ref48","first-page":"653","article-title":"Stock liquidity and price crash risk: Evidence from a kernel matching approach","volume":"19","author":"Zhang","year":"2018","journal-title":"Ann. Econ. Finance"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1111\/j.1524-4733.2009.00671.x"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1162\/REST_a_00431"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.123149"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-012-0800-z"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-01333-1_20"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1287\/mksc.1120.0726"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.21037\/atm.2018.12.10"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/pst.433"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107492"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10776774.pdf?arnumber=10776774","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T06:09:37Z","timestamp":1734674977000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10776774\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3511339","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}