{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:16:01Z","timestamp":1772907361466,"version":"3.50.1"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"24","license":[{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62301356"],"award-info":[{"award-number":["62301356"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Joint Fund of Ministry of Education for Equipment Preresearch","doi-asserted-by":"publisher","award":["8091B032254"],"award-info":[{"award-number":["8091B032254"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2023M742608"],"award-info":[{"award-number":["2023M742608"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Postdoctoral Fellowship Program of CPSF","award":["GZC20231919"],"award-info":[{"award-number":["GZC20231919"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2024,12,15]]},"DOI":"10.1109\/jiot.2024.3452200","type":"journal-article","created":{"date-parts":[[2024,9,27]],"date-time":"2024-09-27T18:37:49Z","timestamp":1727462269000},"page":"39084-39093","source":"Crossref","is-referenced-by-count":8,"title":["Idea and Application to Explain Active Learning for Low-Carbon Sustainable AIoT"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-4647-0097","authenticated-orcid":false,"given":"Desheng","family":"Chen","sequence":"first","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4058-8120","authenticated-orcid":false,"given":"Shuai","family":"Xiao","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8207-3921","authenticated-orcid":false,"given":"Meng","family":"Xi","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7321-7460","authenticated-orcid":false,"given":"Guipeng","family":"Lan","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3946-0720","authenticated-orcid":false,"given":"Zhuo","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2023.100901"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3213832"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/s21144761"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3024891"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3330943"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.123582"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref8","first-page":"1","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"25","author":"Krizhevsky"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/219587.219592"},{"key":"ref10","first-page":"441","article-title":"Toward optimal active learning through monte carlo estimation of error reduction","volume-title":"Proc. ICML","author":"Roy"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2016.2589879"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00976"},{"key":"ref13","first-page":"1183","article-title":"Deep Bayesian active learning with image data","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Gal"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00173"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00931-1_82"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00847"},{"key":"ref17","article-title":"Deep inside convolutional networks: Visualising image classification models and saliency maps","author":"Simonyan","year":"2013","journal-title":"arXiv:1312.6034"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10590-1_53"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-016-0911-8"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_32"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2535231"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.222"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298668"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66179-7_46"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.01.067"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3083089"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/604045.604056"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/rs11091136"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59722-1_52"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00934-2_65"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093556"},{"key":"ref34","article-title":"Generative adversarial active learning","author":"Zhu","year":"2017","journal-title":"arXiv:1702.07956"},{"key":"ref35","first-page":"1","article-title":"Generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Goodfellow"},{"key":"ref36","article-title":"Conditional generative adversarial nets","author":"Mirza","year":"2014","journal-title":"arXiv:1411.1784"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1312.6114"},{"key":"ref38","first-page":"1","article-title":"Learning structured output representation using deep conditional generative models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"28","author":"Sohn"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88682-2_8"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206627"},{"key":"ref41","article-title":"Single-modal entropy based active learning for visual question answering","author":"Kim","year":"2021","journal-title":"arXiv:2110.10906"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00018"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-335-6.50026-X"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref45","article-title":"Deep batch active learning by diverse, uncertain gradient lower bounds","author":"Ash","year":"2019","journal-title":"arXiv:1906.03671"},{"key":"ref46","article-title":"Active learning for convolutional neural networks: A core-set approach","author":"Sener","year":"2017","journal-title":"arXiv:1708.00489"},{"key":"ref47","first-page":"1","article-title":"Bayesian batch active learning as sparse subset approximation","volume-title":"Proc. 33rd Conf. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Pinsler"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01192"},{"key":"ref49","article-title":"Striving for simplicity: The all convolutional net","author":"Springenberg","year":"2014","journal-title":"arXiv:1412.6806"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46466-4_8"},{"issue":"3","key":"ref51","first-page":"1","article-title":"Visualizing higher-layer features of a deep network","volume":"1341","author":"Erhan","year":"2009","journal-title":"Univ. Montreal"},{"key":"ref52","article-title":"Inverting visual representations with convolutional networks","author":"Dosovitskiy","year":"2015","journal-title":"arXiv:1506.02753"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00268"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298668"},{"key":"ref55","article-title":"Network in network","author":"Lin","year":"2013","journal-title":"arXiv:1312.4400"},{"key":"ref56","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref57","first-page":"1","article-title":"Optimization as a model for few-shot learning","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Ravi"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.9781\/ijimai.2023.01.007"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/10786863\/10697093.pdf?arnumber=10697093","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,11]],"date-time":"2024-12-11T22:03:26Z","timestamp":1733954606000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10697093\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,15]]},"references-count":58,"journal-issue":{"issue":"24"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2024.3452200","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,15]]}}}