{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T05:10:10Z","timestamp":1751692210190,"version":"3.41.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,9]],"date-time":"2025-06-09T00:00:00Z","timestamp":1749427200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,9]],"date-time":"2025-06-09T00:00:00Z","timestamp":1749427200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,9]]},"DOI":"10.1109\/icphm65385.2025.11062037","type":"proceedings-article","created":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T17:48:14Z","timestamp":1751651294000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Cost-Effective Active Learning for Cable Network Impairment Data"],"prefix":"10.1109","author":[{"given":"Meadhbh","family":"Healy","sequence":"first","affiliation":[{"name":"Technical University of Denmark,Department of Statistics and Data Analysis,Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rocco","family":"Cassandro","sequence":"additional","affiliation":[{"name":"Western New England University,Department of Industrial Engineering and Engineering Management,Springfield,MA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhaojun Steven","family":"Li","sequence":"additional","affiliation":[{"name":"Western New England University,Department of Industrial Engineering and Engineering Management,Springfield,MA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Baum","sequence":"additional","affiliation":[{"name":"Technical University of Denmark,Department of Statistics and Data Analysis,Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas Martini","family":"J\u00f8rgensen","sequence":"additional","affiliation":[{"name":"Technical University of Denmark,Department of Statistics and Data Analysis,Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2024.3392880"},{"key":"ref2","first-page":"619","article-title":"CableMon: Improving the Reliability of Cable Broadband Networks via Proactive Network Maintenance","volume-title":"17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20)","author":"Hu"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.23919\/SoftCOM52868.2021.9559095"},{"key":"ref4","first-page":"9734","article-title":"Efficient Active Learning for Gaussian Process Classification by Error Reduction","volume-title":"Proceedings of the 35th International Conference on Neural Information Processing Systems (NIPS\u201921)","author":"Zhao"},{"key":"ref5","article-title":"BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning","volume":"32","author":"Kirsch","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/mwc.012.2300438"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2024.121012"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.107671"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2024.3406934"},{"article-title":"A Tutorial on Principal Component Analysis","year":"2014","author":"Ma","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s42519-024-00376-5"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/PHM-Hangzhou58797.2023.10482620"},{"key":"ref13","first-page":"1","article-title":"Full Band Capture Revisited","volume-title":"Proceedings of the SCTE\/ISBE Cable-Tec Expo","author":"Hranac"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/14786440109462720"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/iscid.2017.202"},{"key":"ref16","first-page":"9734","article-title":"Efficient Active Learning for Gaussian Process Classification by Error Reduction","volume-title":"Proceedings of the 35th International Conference on Neural Information Processing Systems (NIPS \u201921)","author":"Zhao"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2881155"},{"article-title":"Galaxy: Graph-based active learning at the extreme","volume-title":"International Conference on Machine Learning","author":"Zhang","key":"ref18"}],"event":{"name":"2025 IEEE International Conference on Prognostics and Health Management (ICPHM)","start":{"date-parts":[[2025,6,9]]},"location":"Denver, CO, USA","end":{"date-parts":[[2025,6,11]]}},"container-title":["2025 IEEE International Conference on Prognostics and Health Management (ICPHM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11062024\/11061815\/11062037.pdf?arnumber=11062037","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T04:43:39Z","timestamp":1751690619000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11062037\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,9]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/icphm65385.2025.11062037","relation":{},"subject":[],"published":{"date-parts":[[2025,6,9]]}}}