{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T08:40:21Z","timestamp":1759826421174,"version":"3.37.3"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T00:00:00Z","timestamp":1661990400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T00:00:00Z","timestamp":1661990400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T00:00:00Z","timestamp":1661990400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2020YFA0908700"],"award-info":[{"award-number":["2020YFA0908700"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1713212","61836005","62073225","62072315","62006157"],"award-info":[{"award-number":["U1713212","61836005","62073225","62072315","62006157"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Foundation of Guangdong Province-Outstanding Youth Program","award":["2019B151502018"],"award-info":[{"award-number":["2019B151502018"]}]},{"name":"Technology Research Project of Shenzhen City","award":["JSGG20180507182904693"],"award-info":[{"award-number":["JSGG20180507182904693"]}]},{"name":"Public Technology Platform of Shenzhen","award":["GGFW2018021118145859"],"award-info":[{"award-number":["GGFW2018021118145859"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2022,9,1]]},"DOI":"10.1109\/tnse.2021.3100322","type":"journal-article","created":{"date-parts":[[2021,7,27]],"date-time":"2021-07-27T20:47:08Z","timestamp":1627418828000},"page":"3282-3291","source":"Crossref","is-referenced-by-count":4,"title":["GAN-Based Dual Active Learning for Nosocomial Infection Detection"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8707-3269","authenticated-orcid":false,"given":"Li","family":"Wang","sequence":"first","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Guangdong, China"}]},{"given":"Xin","family":"Ye","sequence":"additional","affiliation":[{"name":"Meizhou People&#x0027;s Hospital, Guangdong, China"}]},{"given":"Jialin","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Guangdong, China"}]},{"given":"Yu","family":"Wen","sequence":"additional","affiliation":[{"name":"Meizhou People&#x0027;s Hospital, Guangdong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7845-2128","authenticated-orcid":false,"given":"Wenbin","family":"Liao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Guangdong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2631-9223","authenticated-orcid":false,"given":"Houbing","family":"Song","sequence":"additional","affiliation":[{"name":"Security and Optimization for Networked Globe Laboratory (SONG Lab), Embry-Riddle Aeronautical University, Daytona Beach, FL, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9811-1694","authenticated-orcid":false,"given":"Jie","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Guangdong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2208-962X","authenticated-orcid":false,"given":"Jianqiang","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Guangdong, China"}]}],"member":"263","reference":[{"issue":"5","key":"ref1","first-page":"525","article-title":"United States health care reform: Progress to date and next steps","volume-title":"J. Amer. Med. Assoc.","volume":"316","author":"Barack","year":"2016"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2014.14781"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.12337"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MPUL.2018.2869317"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-016-0376-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.18391"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/cid\/ciaa816"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6145"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2246188"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3156\/jsoft.29.5_177_2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1002\/eap.2043"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/11538059_91"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2008.4633969"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.232"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015605"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10721"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9630"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocaa303"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1186\/s12874-021-01237-6"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1186\/s12874-020-00977-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727503"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2732482"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10770"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-016-5572-x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-95786-9_5"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2009.2029559"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref30","first-page":"40","article-title":"Crowdsourcing annotations for visual object detection","volume-title":"Workshops AAAI Human Comput.","author":"Su","year":"2012"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.102135"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376403"},{"key":"ref33","first-page":"20036","article-title":"Active learning: Creating excitement in the classroom","volume-title":"ASHE-ERIC Higher Educ. Reports","author":"Bonwell"},{"article-title":"Active learning literature survey","year":"2009","author":"Settles","key":"ref34"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3115\/1613715.1613855"},{"key":"ref36","first-page":"353","article-title":"A general agnostic active learning algorithm","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Dasgupta","year":"2008"},{"key":"ref37","first-page":"307","article-title":"Generalization in generative adversarial networks: A novel perspective from privacy protection","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Wu","year":"2019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488902\/9882997\/09497746.pdf?arnumber=9497746","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T22:51:50Z","timestamp":1705013510000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9497746\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,1]]},"references-count":38,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tnse.2021.3100322","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"type":"electronic","value":"2327-4697"},{"type":"electronic","value":"2334-329X"}],"subject":[],"published":{"date-parts":[[2022,9,1]]}}}