{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:39:39Z","timestamp":1787013579382,"version":"build-2736575974"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,12]],"date-time":"2021-12-12T00:00:00Z","timestamp":1639267200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,12]],"date-time":"2021-12-12T00:00:00Z","timestamp":1639267200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002322","name":"CNPq, CAPES, and FAPEMIG","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,12]]},"DOI":"10.1109\/wsc52266.2021.9715407","type":"proceedings-article","created":{"date-parts":[[2022,2,23]],"date-time":"2022-02-23T15:38:43Z","timestamp":1645630723000},"page":"1-12","source":"Crossref","is-referenced-by-count":10,"title":["Input Data Modeling: An Approach Using Generative Adversarial Networks"],"prefix":"10.1109","author":[{"given":"Jose Arnaldo","family":"Barra Montevechi","sequence":"first","affiliation":[{"name":"Production Engineering and Management Institute Federal University of Itajub&#x00E1;,Itajub&#x00E1;,MG,BRAZIL,37500-903"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Afonso Teberga","family":"Campos","sequence":"additional","affiliation":[{"name":"Production Engineering and Management Institute Federal University of Itajub&#x00E1;,Itajub&#x00E1;,MG,BRAZIL,37500-903"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gustavo Teodoro","family":"Gabriel","sequence":"additional","affiliation":[{"name":"Production Engineering and Management Institute Federal University of Itajub&#x00E1;,Itajub&#x00E1;,MG,BRAZIL,37500-903"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlos Henrique","family":"dos Santos","sequence":"additional","affiliation":[{"name":"Production Engineering and Management Institute Federal University of Itajub&#x00E1;,Itajub&#x00E1;,MG,BRAZIL,37500-903"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.06.014"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"819","DOI":"10.1016\/j.promfg.2018.10.133","article-title":"Data-DrivenSimulation Modelling for Progressive Care Units in Hospitals","volume":"17","author":"sormaz","year":"0","journal-title":"Procedia Manufacturing"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2010.5678952"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2018.07.046"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2017.2784826"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1057\/jos.2012.20","article-title":"Verification and validation of simulation models","volume":"7","author":"sargent","year":"2013","journal-title":"Journal of Simulation"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.acra.2019.12.024"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2012.07.009"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.11128\/sne.19.tn.09937"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2008.4736259"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.11.003"},{"key":"ref12","first-page":"107995","article-title":"Improving Uncertainty Analysis in Well Log Classification by Machine Learning with a Scaling Aigorithm","volume":"196","author":"feng","year":"0","journal-title":"2021"},{"key":"ref13","first-page":"1","article-title":"Simulation in Industry 4.0: A Atate-of-the-art Review","volume":"149","author":"ferreira","year":"2020","journal-title":"Computers & Industrial Engineering"},{"key":"ref14","first-page":"1","article-title":"Generative Adversarial Nets","volume":"1","author":"goodfellow","year":"2014","journal-title":"ArXiv"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref16","first-page":"1","article-title":"ADAM: A Method for Stochastic Optimization","author":"kingma","year":"2015","journal-title":"Proceedings of the 3rd International Conference on Learning Representations"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2007.4419589"},{"key":"ref18","first-page":"1","article-title":"The GAN Landscape: Losses, Architectures, Regularization, and Normalization","author":"kurach","year":"2018","journal-title":"Proceedings of the Reproducibility in Machine Learning Workshop"},{"key":"ref19","author":"law","year":"2014","journal-title":"Simulation Modeling and Analysis"},{"key":"ref28","author":"robinson","year":"2004","journal-title":"Simulation The Practice of Model Development and Use"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1142\/S1793962316300016"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/S0928-4869(01)00055-6"},{"key":"ref3","author":"banks","year":"2010","journal-title":"Discrete Event System Simulation"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2015.7408323"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1515\/orga-2017-0017"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2010.5679176"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/e22040410"},{"key":"ref7","author":"brownlee","year":"2020","journal-title":"Generative Adversarial Networks with Python Deep Learning Generative Models for Image Synthesis and Image Translation"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000803"},{"key":"ref9","first-page":"1","article-title":"Nim: Generative Neural Networks for Simulation Input Modeling","author":"cen","year":"2019","journal-title":"Proceedings of the 2019 Winter Simulation Conference"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1345"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/268437.268445"},{"key":"ref22","first-page":"1","article-title":"Conditional Generative Adversarial Nets","volume":"1","author":"mirza","year":"2014","journal-title":"ArXiv"},{"key":"ref21","first-page":"1","article-title":"Revisiting Classifier Two-Sample Tests","author":"lopez-paz","year":"2017","journal-title":"Proceedings of the 5th International Conference on Learning Representations"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1636321"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WSC48552.2020.9384041"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSIT48917.2020.9214160"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2905015"}],"event":{"name":"2021 Winter Simulation Conference (WSC)","location":"Phoenix, AZ, USA","start":{"date-parts":[[2021,12,12]]},"end":{"date-parts":[[2021,12,15]]}},"container-title":["2021 Winter Simulation Conference (WSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9715283\/9715284\/09715407.pdf?arnumber=9715407","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T16:16:01Z","timestamp":1655309761000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9715407\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,12]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/wsc52266.2021.9715407","relation":{},"subject":[],"published":{"date-parts":[[2021,12,12]]}}}