{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T19:05:16Z","timestamp":1765479916901,"version":"3.48.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"24","license":[{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010098","name":"Young Talent Fund of Xi\u2019an Association for Science and Technology","doi-asserted-by":"publisher","award":["959202413083"],"award-info":[{"award-number":["959202413083"]}],"id":[{"id":"10.13039\/100010098","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Project funded by China Postdoctoral Science Foundation","award":["2022M722572"],"award-info":[{"award-number":["2022M722572"]}]},{"name":"Humanities and Social Sciences Program of the Ministry of Education","award":["24XJCZH021"],"award-info":[{"award-number":["24XJCZH021"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62376215"],"award-info":[{"award-number":["62376215"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Research Project of Shaanxi Province","award":["2025JC-YBMS-734"],"award-info":[{"award-number":["2025JC-YBMS-734"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities, Chang\u2019an University","doi-asserted-by":"publisher","award":["300102345201"],"award-info":[{"award-number":["300102345201"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,12,15]]},"DOI":"10.1109\/jiot.2025.3622118","type":"journal-article","created":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T17:38:59Z","timestamp":1760636339000},"page":"54899-54920","source":"Crossref","is-referenced-by-count":0,"title":["Robust Cross-Domain RF-Based Multimodal Activity Recognition With Few-Shot Adaptation"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9176-170X","authenticated-orcid":false,"given":"Jie","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Xi’an University of Posts and Telecommunications, Xi’an, Shaanxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zuan","family":"Qin","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xi’an University of Posts and Telecommunications, Xi’an, Shaanxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bingxun","family":"Mu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xi’an University of Posts and Telecommunications, Xi’an, Shaanxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2515-8579","authenticated-orcid":false,"given":"Lang","family":"He","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xi’an University of Posts and Telecommunications, Xi’an, Shaanxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0870-454X","authenticated-orcid":false,"given":"Zhongmin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xi’an University of Posts and Telecommunications, Xi’an, Shaanxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4593-1856","authenticated-orcid":false,"given":"Jing","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Transportation Engineering, Chang’an University, Xi’an, Shaanxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107561"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3570325"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106970"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3026732"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3517241"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3582688"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.634"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00046"},{"key":"ref11","article-title":"Predictive dynamic fusion","author":"Cao","year":"2024","journal-title":"arXiv:2406.04802"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3643543"},{"key":"ref13","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24797-2_4"},{"key":"ref15","article-title":"Learning soft sparse shapes for efficient time-series classification","author":"Liu","year":"2025","journal-title":"arXiv:2505.06892"},{"key":"ref16","article-title":"A time series is worth 64 words: Long-term forecasting with transformers","author":"Nie","year":"2022","journal-title":"arXiv:2211.14730"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16103"},{"key":"ref18","article-title":"TSLANet: Rethinking transformers for time series representation learning","author":"Eldele","year":"2024","journal-title":"arXiv:2404.08472"},{"key":"ref19","article-title":"TimesNet: Temporal 2D-variation modeling for general time series analysis","author":"Wu","year":"2022","journal-title":"arXiv:2210.02186"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00060"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00041"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00423"},{"key":"ref24","first-page":"103031","article-title":"VMamba: Visual state space model","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Liu"},{"key":"ref25","article-title":"MambaDFuse: A Mamba-based dual-phase model for multi-modality image fusion","author":"Li","year":"2024","journal-title":"arXiv:2404.08406"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450006"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-023-01913-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.12.009"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.01.004"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.08.003"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.06.014"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3448083"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3076974"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i6.28372"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2977902"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3019652"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3286455"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2879075"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3289547"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414686"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3549705"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7472170"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.143"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/11428572_5"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3191755"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971670"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3127721"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051247"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3098338"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2973272"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2953488"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900409"},{"key":"ref53","first-page":"43579","article-title":"FD-align: Feature discrimination alignment for fine-tuning pre-trained models in few-shot learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Song"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2014.2375793"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73414-4_11"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11293846\/11205478.pdf?arnumber=11205478","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T18:47:19Z","timestamp":1765478839000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11205478\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,15]]},"references-count":55,"journal-issue":{"issue":"24"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3622118","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"type":"electronic","value":"2327-4662"},{"type":"electronic","value":"2372-2541"}],"subject":[],"published":{"date-parts":[[2025,12,15]]}}}