{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T20:19:06Z","timestamp":1740169146833,"version":"3.37.3"},"reference-count":18,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.2973921","type":"journal-article","created":{"date-parts":[[2020,2,14]],"date-time":"2020-02-14T21:15:42Z","timestamp":1581714942000},"page":"33898-33908","source":"Crossref","is-referenced-by-count":4,"title":["A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2634-4576","authenticated-orcid":false,"given":"Mohammed","family":"Elhenawy","sequence":"first","affiliation":[{"name":"Centre for Accident Research and Road Safety \u2013 Queensland (CARRS-Q), Queensland University of Technology, Brisbane, QLD, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0130-4327","authenticated-orcid":false,"given":"Mahmoud","family":"Masoud","sequence":"additional","affiliation":[{"name":"Centre for Accident Research and Road Safety \u2013 Queensland (CARRS-Q), Queensland University of Technology, Brisbane, QLD, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0658-7765","authenticated-orcid":false,"given":"Sebastien","family":"Glaser","sequence":"additional","affiliation":[{"name":"Centre for Accident Research and Road Safety \u2013 Queensland (CARRS-Q), Queensland University of Technology, Brisbane, QLD, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2144-4909","authenticated-orcid":false,"given":"Andry","family":"Rakotonirainy","sequence":"additional","affiliation":[{"name":"Centre for Accident Research and Road Safety \u2013 Queensland (CARRS-Q), Queensland University of Technology, Brisbane, QLD, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"A First Course in Linear Algebra","year":"2010","author":"beeer","key":"ref10"},{"journal-title":"The most database of handwritten digits","year":"2020","key":"ref11"},{"year":"2020","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718713"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"journal-title":"Model Order Reduction Techniques With Applications in Electrical Engineering","year":"2012","author":"fortuna","key":"ref15"},{"key":"ref16","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"journal-title":"An Introduction to Dimensionality Reduction Using Matlab","year":"2007","author":"van der maaten","key":"ref17"},{"key":"ref18","first-page":"1","article-title":"A survey of dimension reduction methods for high-dimensional data analysis and visualization","author":"engel","year":"2012","journal-title":"Proc Vis Large Unstructured Data Sets Appl Geospatial Planning Modeling Eng IRTG Workshop"},{"key":"ref4","first-page":"721","article-title":"Global versus local methods for nonlinear dimensionality reduction","volume":"15","author":"de silva","year":"2003","journal-title":"Advances in neural information processing systems"},{"key":"ref3","article-title":"Unsupervised learning of curved manifolds","author":"silva","year":"2002","journal-title":"MSRI Workshop Nonlinear Estimation and Classification"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.850151"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.56"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1126\/science.295.5552.7a"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2202901"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/T-C.1971.223208"},{"journal-title":"Introduction to Linear Algebra","year":"2016","author":"strang","key":"ref9"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/08999521.pdf?arnumber=8999521","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T19:50:47Z","timestamp":1662666647000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8999521\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/access.2020.2973921","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2020]]}}}