{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T20:13:54Z","timestamp":1778530434595,"version":"3.51.4"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T00:00:00Z","timestamp":1778803200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T00:00:00Z","timestamp":1778803200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T00:00:00Z","timestamp":1778803200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Big Data and Network Information Security Engineering Technology Research Center, Chongqing College of Humanities, Science and Technology, Chongqing, China"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2026,5,15]]},"DOI":"10.1109\/jiot.2025.3637506","type":"journal-article","created":{"date-parts":[[2025,11,26]],"date-time":"2025-11-26T19:05:20Z","timestamp":1764183920000},"page":"19835-19848","source":"Crossref","is-referenced-by-count":0,"title":["SpeConE: Specificity and Consistency Ensemble for Efficient Multisource-Free Cross-Domain Industrial Mechanical Fault Diagnosis"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-5641-4442","authenticated-orcid":false,"given":"Feixue","family":"Wang","sequence":"first","affiliation":[{"name":"Science and Technology, Chongqing College of Humanities, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingying","family":"He","sequence":"additional","affiliation":[{"name":"Science and Technology, Chongqing College of Humanities, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi","family":"Cui","sequence":"additional","affiliation":[{"name":"Science and Technology, Chongqing College of Humanities, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2071-5225","authenticated-orcid":false,"given":"Zongfeng","family":"Yang","sequence":"additional","affiliation":[{"name":"Science and Technology, Chongqing College of Humanities, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Tian","sequence":"additional","affiliation":[{"name":"Science and Technology, Chongqing College of Humanities, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingzhou","family":"Xia","sequence":"additional","affiliation":[{"name":"Science and Technology, Chongqing College of Humanities, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haitao","family":"He","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Hubei University of Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3094295"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3476034"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3487989"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3438229"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2023.3243282"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2023.110314"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2024.111544"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2021.108616"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2024.111142"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.04.111"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111158"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3228937"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3523549"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2023.102075"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3370978"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2023.109850"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3292942"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.121585"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3471410"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2025.103769"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2023.01.014"},{"key":"ref23","article-title":"Selection, ensemble, and adaptation: Advancing multi-source-free domain adaptation via architecture zoo","author":"Pei","year":"2024","journal-title":"arXiv:2403.01582"},{"key":"ref24","article-title":"Parameter-efficient fine-tuning for foundation models","author":"Zhang","year":"2025","journal-title":"arXiv:2501.13787"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3231414"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3400354"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3476610"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2023.110098"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.isatra.2024.08.012"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2025.110848"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3361978"},{"key":"ref32","first-page":"25739","article-title":"Deep model reassembly","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Yang"},{"key":"ref33","first-page":"1558","article-title":"Learning discrete representations via information maximizing self-augmented training","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","author":"Hu"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref35","article-title":"Transformer-based source-free domain adaptation","author":"Yang","year":"2021","journal-title":"arXiv:2105.14138"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2024.109964"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00997"},{"key":"ref38","first-page":"2848","article-title":"Confident anchor-induced multi-source free domain adaptation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Dong"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.110203"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2015.04.021"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.36001\/phme.2016.v3i1.1577"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2018.11.019"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2864759"},{"issue":"86","key":"ref44","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11513275\/11269809.pdf?arnumber=11269809","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T19:48:23Z","timestamp":1778528903000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11269809\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,15]]},"references-count":44,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3637506","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,15]]}}}