{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T10:17:34Z","timestamp":1781086654203,"version":"3.54.1"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1528203"],"award-info":[{"award-number":["IIS-1528203"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1741536"],"award-info":[{"award-number":["IIS-1741536"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2020,1]]},"DOI":"10.1109\/tvcg.2019.2934433","type":"journal-article","created":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T20:18:32Z","timestamp":1566505112000},"page":"418-428","source":"Crossref","is-referenced-by-count":59,"title":["An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data"],"prefix":"10.1109","volume":"26","author":[{"given":"Takanori","family":"Fujiwara","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jia-Kai","family":"Chou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"family":"Shilpika","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Panpan","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liu","family":"Ren","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kwan-Liu","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","author":"zeiler","year":"2012","journal-title":"ADADELTA An Adaptive Learning Rate Method"},{"key":"ref72","article-title":"In A fast approximation to multidimensional scaling","author":"yang","year":"0","journal-title":"Proceedings of IEEE Workshop on Computation Intensive Methods for Computer Vision"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598664"},{"key":"ref70","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1109\/TST.2013.6509102","article-title":"An online visualization system for streaming log data of computing clusters","volume":"18","author":"xia","year":"2013","journal-title":"Tsinghua Science and Technology"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2640960"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-013-0892-3"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2004.1320173"},{"key":"ref32","first-page":"115","author":"jolliffe","year":"1986","journal-title":"Principal Component Analysis and Factor Analysis"},{"key":"ref31","author":"jeong","year":"2009","journal-title":"Understanding Principal Component Analysis Using a Visual Analytics Tool[J]"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2009.01475.x"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/83.855432"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.56"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2013.6691713"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2005.04.006"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.08.067"},{"key":"ref62","author":"turkay","year":"2018","journal-title":"Progressive data science Potential and challenges"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598470"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2468078"},{"key":"ref28","first-page":"25","article-title":"In Parallel coordinates for visualizing multidimensional geometry","author":"inselberg","year":"0","journal-title":"Proceedings of Computer Graphics"},{"key":"ref64","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":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2744318"},{"key":"ref65","first-page":"66","article-title":"Dimensionality reduction: A comparative review","volume":"10","author":"van der maaten","year":"2009","journal-title":"Journal of Machine Learning Research"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2003.1249004"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467553"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/VIZSEC.2015.7312770"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1217609"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2004.60"},{"key":"ref2","author":"akca","year":"2003","journal-title":"Generalized Procrustes Analysis and Its Applications in Photogrammetry"},{"key":"ref1","year":"0","journal-title":"Supplementary Material"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.7155\/jgaa.00302"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198510581.001.0001"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5107-9"},{"key":"ref24","first-page":"285","article-title":"Drawing large graphs with a potential-field-based multilevel algorithm","author":"hachul","year":"0","journal-title":"Proc Intl Symp Graph Drawing"},{"key":"ref23","author":"guennebaud","year":"0","journal-title":"Eigen V3"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/00949657508810123"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5244\/C.12.29"},{"key":"ref50","author":"ruder","year":"2016","journal-title":"An overview of gradient descent optimization algorithms"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598495"},{"key":"ref59","year":"0","journal-title":"TransitFeeds Nashville MTA GTFS"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/BF02288916"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2392771"},{"key":"ref56","first-page":"1417","article-title":"In Online linear regression and its application to model-based reinforcement learning","author":"strehl","year":"0","journal-title":"Proceedings of Advances in Neural Information Processing Systems"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-03943-5"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346574"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12396"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/BF02291266"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2744419"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/NYSDS.2016.7747808"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2509990"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1979.10481038"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.7155\/jgaa.00406"},{"key":"ref14","first-page":"2859","article-title":"Linear dimensionality reduction: Survey, insights, and generalizations","volume":"16","author":"cunningham","year":"2015","journal-title":"Journal of Machine Learning Research"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2013.96"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13264"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11258-014-0406-z"},{"key":"ref18","first-page":"179","article-title":"The use of multiple measurements in taxonomic problems","volume":"7","author":"fisher","year":"1936","journal-title":"Annals of Human Genetics"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-11805-0_38"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/VIZSEC.2016.7739584"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2307\/2394164"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467851"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.254"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.186"},{"key":"ref7","article-title":"Modern Multidimensional Scaling: Theory and Applications","author":"borg","year":"2005","journal-title":"Springer series in statistics"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0075-7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/cem.1122"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2570755"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/0022-247X(85)90131-3"},{"key":"ref48","first-page":"73","article-title":"Visualizing time-dependent data using dynamic t-SNE","volume":"2","author":"rauber","year":"0","journal-title":"Proceedings of the Eurographics \/ IEEE-VGTC Conference on Visualization"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598838"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.ivs.9500040"},{"key":"ref41","first-page":"1","article-title":"Comparisons among several methods for handling missing data in principal component analysis (PCA)","author":"loisel","year":"2018","journal-title":"Advances in Data Analysis and Classification"},{"key":"ref44","article-title":"Multidimensional projection for visual analytics: Linking techniques with distortions, tasks, and layout enrichment","author":"nonato","year":"2018","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346578"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2945\/8911289\/08809834.pdf?arnumber=8809834","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T15:37:08Z","timestamp":1651073828000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8809834\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,1]]},"references-count":73,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2019.2934433","relation":{},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"value":"1077-2626","type":"print"},{"value":"1941-0506","type":"electronic"},{"value":"2160-9306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,1]]}}}