{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:17:43Z","timestamp":1730200663579,"version":"3.28.0"},"reference-count":53,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1109\/bigdata55660.2022.10021126","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T19:35:23Z","timestamp":1674761723000},"page":"2103-2112","source":"Crossref","is-referenced-by-count":0,"title":["Decision Support for Disability Employment using Counterfactual Survival Analysis"],"prefix":"10.1109","author":[{"given":"Ha","family":"Xuan Tran","sequence":"first","affiliation":[{"name":"University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thuc","family":"Duy Le","sequence":"additional","affiliation":[{"name":"University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiuyong","family":"Li","sequence":"additional","affiliation":[{"name":"University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Liu","sequence":"additional","affiliation":[{"name":"University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jixue","family":"Liu","sequence":"additional","affiliation":[{"name":"University of South Australia,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanchang","family":"Zhao","sequence":"additional","affiliation":[{"name":"CSIRO,Data61,Canberra,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tony","family":"Waters","sequence":"additional","affiliation":[{"name":"Maxima Training Group (Aust) Ltd.,Adelaide,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.36251\/josi99"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3233\/JVR-201122"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/b97377"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1126\/scitranslmed.3005974"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.0020108"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2288-13-33"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1186\/s12874-018-0482-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/815"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3372851"},{"article-title":"Ganite: Estimation of individualized treatment effects using generative adversarial nets","volume-title":"International Conference on Learning Representations","author":"Yoon","key":"ref10"},{"key":"ref11","article-title":"Reliable decision support using counterfactual models","volume":"30","author":"Schulam","year":"2017","journal-title":"Advances in neural information processing systems"},{"article-title":"Learning disentangled representations for counterfactual regression","volume-title":"International Conference on Learning Representations","author":"Hassanpour","key":"ref12"},{"key":"ref13","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511803161","author":"Pearl","year":"2009","journal-title":"Causality: Models, reasoning, and inference, second edition"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378350"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-05981-0_8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467095"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539026"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1037\/h0037350"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511803161","volume-title":"Causality","author":"Pearl","year":"2009"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/pds.3506"},{"article-title":"Estimating counterfactual treatment outcomes over time through adversarially balanced representations","year":"2020","author":"Bica","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/87.3.706"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/9781118150672"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12788"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1177\/0962280210395740"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623348"},{"article-title":"Deep neural networks for survival analysis based on a multi-task framework","year":"2018","author":"Fotso","key":"ref27"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOAS169"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23525-7_15"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1958.10501452"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/BF02294183"},{"article-title":"7 hr data sets for people analytics","year":"2016","author":"Vulpen","key":"ref32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1056\/NEJM199610103351501"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1200\/JCO.1994.12.10.2086"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1891\/9780826190123.ap02"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3109\/09638288.2010.531372"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3109\/09638288.2014.939775"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1111\/jar.12046"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ridd.2013.03.018"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3233\/WOR-203113"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/09687599.2016.1256807"},{"article-title":"Which one will be next? an analysis of talent demission","volume-title":"The 1st International Workshop on","author":"Yang","key":"ref42"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MSR.2017.58"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2015.10.039"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2018.10.003"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1177\/1527002514566278"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098107"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488509"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0143093"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1972.tb00899.x"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/sim.4780111409"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1002\/sim.6893"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11842"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2022,12,17]]},"location":"Osaka, Japan","end":{"date-parts":[[2022,12,20]]}},"container-title":["2022 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10020192\/10020156\/10021126.pdf?arnumber=10021126","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T06:08:19Z","timestamp":1707804499000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10021126\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10021126","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}