{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:48:29Z","timestamp":1783439309342,"version":"3.54.6"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"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":[[2022,6,6]]},"DOI":"10.1109\/icphm53196.2022.9815711","type":"proceedings-article","created":{"date-parts":[[2022,7,7]],"date-time":"2022-07-07T19:31:55Z","timestamp":1657222315000},"page":"127-132","source":"Crossref","is-referenced-by-count":5,"title":["Imbalanced fault diagnosis of rolling bearing using a deep gradient improved generative adversarial network"],"prefix":"10.1109","author":[{"given":"Shaowei","family":"Liu","sequence":"first","affiliation":[{"name":"Northwestern Polytechnical University,School of Aeronautics,Xi&#x2019;an,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongkai","family":"Jiang","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University,School of Aeronautics,Xi&#x2019;an,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenghong","family":"Wu","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University,School of Aeronautics,Xi&#x2019;an,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ke","family":"Zhao","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University,School of Aeronautics,Xi&#x2019;an,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Wang","sequence":"additional","affiliation":[{"name":"Northwestern Polytechnical University,School of Aeronautics,Xi&#x2019;an,China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2019.100977"},{"key":"ref11","article-title":"Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel[J]","author":"jiang","year":"2017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.09.006"},{"key":"ref13","first-page":"1","article-title":"Classification of Imbalanced Data by Oversampling in Kernel Space of Support Vector Machines[J]","author":"mathew","year":"2017","journal-title":"IEEE Transactions on Neural Networks & Learning Systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2020.108371"},{"key":"ref15","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2019.01.001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2019.11.004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2020.108522"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/Allerton.2013.6736623"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2021.3050382"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.06.017"},{"key":"ref27","article-title":"A note on the evaluation of generative models[J]","author":"theis","year":"2015","journal-title":"arXiv preprint arXiv 1511 00613"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2016.04.024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2021.108139"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2020.05.133"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.06.078"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2019.107227"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2016.08.083"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2018.02.016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/Allerton.2013.6736623"},{"key":"ref22","first-page":"3308","article-title":"Veegan: Reducing mode collapse in gans using implicit variational learning","author":"srivastava","year":"2017","journal-title":"Neural Information Processing Systems"},{"key":"ref21","article-title":"Efficient regret minimization in non-convex games","author":"hazan","year":"2017","journal-title":"arXiv preprint arXiv 1708 00082"},{"key":"ref24","article-title":"A review on generative adversarial networks: Algorithms, theory, and applications","author":"gui","year":"2020","journal-title":"arXiv preprint arXiv 2001 04786"},{"key":"ref23","first-page":"2234","article-title":"Improved techniques for training GANs","author":"salimans","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2020.106752"},{"key":"ref25","first-page":"723","article-title":"A kernel two-sample test","volume":"13","author":"gretton","year":"2012","journal-title":"J Mach Learn Res"}],"event":{"name":"2022 IEEE International Conference on Prognostics and Health Management (ICPHM)","location":"Detroit (Romulus), MI, USA","start":{"date-parts":[[2022,6,6]]},"end":{"date-parts":[[2022,6,8]]}},"container-title":["2022 IEEE International Conference on Prognostics and Health Management (ICPHM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9815455\/9815560\/09815711.pdf?arnumber=9815711","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,5]],"date-time":"2022-08-05T00:41:42Z","timestamp":1659660102000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9815711\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/icphm53196.2022.9815711","relation":{},"subject":[],"published":{"date-parts":[[2022,6,6]]}}}