{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:02:56Z","timestamp":1781107376927,"version":"3.54.1"},"reference-count":7,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"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":[[2024,7,15]]},"DOI":"10.1109\/embc53108.2024.10782097","type":"proceedings-article","created":{"date-parts":[[2024,12,17]],"date-time":"2024-12-17T19:07:21Z","timestamp":1734462441000},"page":"1-4","source":"Crossref","is-referenced-by-count":7,"title":["UMAP for Dimensionality Reduction in Sleep Stage Classification Using EEG Data"],"prefix":"10.1109","author":[{"given":"Yangfan","family":"Deng","sequence":"first","affiliation":[{"name":"University of Pittsburgh,Department of Electrical and Computer Engineering,Pittsburgh,PA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hamad","family":"Albidah","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department of Electrical and Computer Engineering,Pittsburgh,PA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haoliang","family":"Cheng","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department of Computer Science,Pittsburgh,PA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ahmed","family":"Dallal","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department of Electrical and Computer Engineering,Pittsburgh,PA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jijun","family":"Yin","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department of Electrical and Computer Engineering,Pittsburgh,PA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhi-Hong","family":"Mao","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department of Electrical and Computer Engineering,Pittsburgh,PA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2012.05.060"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDSCA56264.2022.9988155"},{"issue":"11","key":"ref3","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1006\/jmaa.1999.6363"},{"key":"ref5","article-title":"UMAP: Uniform manifold approximation and projection for dimension reduction","author":"McInnes","year":"2018"},{"key":"ref6","volume-title":"Sleep-edf database expanded (sleep-edfx)","year":"2020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"}],"event":{"name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","location":"Orlando, FL, USA","start":{"date-parts":[[2024,7,15]]},"end":{"date-parts":[[2024,7,19]]}},"container-title":["2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10781475\/10781494\/10782097.pdf?arnumber=10782097","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T07:27:37Z","timestamp":1734506857000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10782097\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,15]]},"references-count":7,"URL":"https:\/\/doi.org\/10.1109\/embc53108.2024.10782097","relation":{},"subject":[],"published":{"date-parts":[[2024,7,15]]}}}