{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T20:23:06Z","timestamp":1740169386145,"version":"3.37.3"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004607","name":"2022 Guangxi Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2022GXNSFAA035584"],"award-info":[{"award-number":["2022GXNSFAA035584"]}],"id":[{"id":"10.13039\/501100004607","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3369919","type":"journal-article","created":{"date-parts":[[2024,2,26]],"date-time":"2024-02-26T20:10:11Z","timestamp":1708978211000},"page":"31357-31365","source":"Crossref","is-referenced-by-count":1,"title":["Research on Multi-Label Semi-Supervised Learning Algorithm Based on Dual Selection Criteria"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-6797-667X","authenticated-orcid":false,"given":"Rongxin","family":"Liu","sequence":"first","affiliation":[{"name":"School of Information Science and Engineering, Guilin University of Technology, Guilin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9053-3104","authenticated-orcid":false,"given":"Yufang","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering, Guilin University of Technology, Guilin, China"}]},{"given":"Lei","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Science, Guilin University of Technology, Guilin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1796-0254","authenticated-orcid":false,"given":"Shuru","family":"Tan","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering, Guilin University of Technology, Guilin, China"}]}],"member":"263","reference":[{"article-title":"Research on distributed semi supervised learning algorithms","year":"2021","author":"Zhen","key":"ref1"},{"article-title":"Research on feature selection methods based on multi label learning theory","year":"2023","author":"Juncheng","key":"ref2"},{"article-title":"Research on large-scale semi supervised learning algorithms based on graphs and their applications","year":"2018","author":"Bin","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3119334"},{"issue":"8","key":"ref5","first-page":"12","article-title":"Multi-label classification under supervised and semi-supervised learning","volume":"49","author":"Hongxin","year":"2022","journal-title":"Comput. Sci."},{"key":"ref6","first-page":"421","article-title":"Semi-supervised multi-label learning by constrained non-negative matrix factorization","volume-title":"Proc. AAAI","volume":"6","author":"Liu"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.141"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/343"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098141"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-16145-3_21"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298755"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2022.3162346"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2955470"},{"issue":"6","key":"ref14","first-page":"1147","article-title":"ReLSL: Semi supervised learning algorithm based on reliable label selection and learning","volume":"45","author":"Xiang","year":"2022","journal-title":"J. Comput. Sci."},{"issue":"6","key":"ref15","first-page":"1646","article-title":"A semi supervised deep learning model based on u-wordMixup","volume":"38","author":"Huanling","year":"2023","journal-title":"Control Decis. Making"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2023.3324132"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10191"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013550"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.04.033"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00214-5_69"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.09.039"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICBK.2019.00016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6089"},{"key":"ref24","first-page":"7840","article-title":"Robust source-free domain adaptation for fundus image segmentation","volume-title":"Proc. IEEE\/CVF Winter Conf. Appl. Comput. Vis.","author":"Li"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3232242"},{"key":"ref26","article-title":"Percentmatch: Percentile-based dynamic thresholding for multi-label semi-supervised classification","author":"Huang","year":"2022","journal-title":"arXiv:2208.13946"},{"key":"ref27","first-page":"7728","article-title":"G-CASCADE: Efficient cascaded graph convolutional decoding for 2D medical image segmentation","volume-title":"Proc. IEEE\/CVF Winter Conf. Appl. Comput. Vis.","author":"Rahman"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.103011"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-022-01658-9"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2017.8257908"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449815"},{"key":"ref32","first-page":"10809","article-title":"Pretrained generalized autoregressive model with adaptive probabilistic label clusters for extreme multi-label text classification","volume-title":"Proc. Int. Conf. Mach. Learn. (PMLR)","author":"Ye"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441807"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3122003"},{"key":"ref35","first-page":"4062","article-title":"Semi-supervised multi-label learning with incomplete labels","volume-title":"Proc. 24th Int. Conf. Artif. Intell.","author":"Zhao"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.424"},{"key":"ref37","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref38","first-page":"1274","article-title":"Fast image tagging","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.473"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.107965"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10445172.pdf?arnumber=10445172","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,8]],"date-time":"2024-03-08T01:12:10Z","timestamp":1709860330000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10445172\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3369919","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2024]]}}}