{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T06:51:44Z","timestamp":1781851904481,"version":"3.54.5"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["251654672 - TRR 161"],"award-info":[{"award-number":["251654672 - TRR 161"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Grant Sanderson"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1109\/tvcg.2026.3694456","type":"journal-article","created":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T19:46:07Z","timestamp":1779133567000},"page":"4774-4784","source":"Crossref","is-referenced-by-count":0,"title":["ISilDR: Isometric Seriation-Based Dimensionality Reduction for Visual Cluster Analysis"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0395-2448","authenticated-orcid":false,"given":"Rene","family":"Cutura","sequence":"first","affiliation":[{"name":"University of Stuttgart, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9896-9079","authenticated-orcid":false,"given":"Sophie","family":"Sadler","sequence":"additional","affiliation":[{"name":"University of Stuttgart, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5254-1480","authenticated-orcid":false,"given":"Quynh Quang","family":"Ngo","sequence":"additional","affiliation":[{"name":"University of Stuttgart, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6321-5242","authenticated-orcid":false,"given":"Micha\u00ebl","family":"Aupetit","sequence":"additional","affiliation":[{"name":"Qatar Computing Research Institute, Qatar"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7048-9292","authenticated-orcid":false,"given":"Michael","family":"Sedlmair","sequence":"additional","affiliation":[{"name":"University of Stuttgart, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13684"},{"key":"ref2","first-page":"159","article-title":"Fixing a Broken ELBO","volume-title":"Int. Conf. Machine Learning, vol. 80 of Proceedings of Machine Learning Research","author":"Alemi","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp152"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/infvis.1998.729559"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2006.11.018"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.12.024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TopoInVis57755.2022.00014"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/pacificvis.2016.7465244"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/visual.2019.8933620"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/vds63897.2024.00007"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/11752790_3"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1039\/D3DD00179B"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.09.062"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2018.2865049"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2018.2864477"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2021.667963"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/s0167-5060(08)70731-3"},{"key":"ref18","first-page":"13214","article-title":"Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction","volume-title":"Conf. Neural Information Processing","volume":"33","author":"Colange","year":"2020"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/visual.2019.8933568"},{"issue":"89","key":"ref20","first-page":"2859","article-title":"Linear Dimensionality Reduction: Survey, Insights, and Generalizations","volume":"16","author":"Cunningham","year":"2015","journal-title":"J. Machine Learning Research"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3399715.3399875"},{"key":"ref22","first-page":"105","article-title":"VisCoDeR: A Tool for Visually Comparing Dimensionality Reduction Algorithms","author":"Cutura","year":"2018","journal-title":"ESANN"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/vis47514.2020.00029"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v14i1.7286"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2006.03.011"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2020.3030441"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2019.2944182"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/223784.223812"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican1276-124"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.2307\/2346439"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1177\/14738716231220536"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/00949657508810123"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-38452-7_1"},{"key":"ref35","first-page":"109","article-title":"A Probabilistic Classification System for Predicting the Cellular Localization Sites of Proteins","author":"Horton","year":"1996","journal-title":"AAAI"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3362677"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2025.3615314"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2025.3548011"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2023.3327187"},{"key":"ref40","first-page":"157","article-title":"Introductory Functional Analysis with Applications","volume-title":"Theorem 3.4-6","author":"Kreyszig","year":"1989"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289565"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.12.017"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2011.04.056"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/cidm.2014.7008663"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2010.01835.x"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2009.04.008"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2024.3363780"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2019.2909204"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2014.01.006"},{"key":"ref50","author":"McInnes","year":"2020","journal-title":"UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/69.908985"},{"key":"ref52","article-title":"Interactive Generation of 1D Embeddings from 2D Multi-dimensional Data Projections","author":"Ngo","year":"2020","journal-title":"Vision, Modeling, and Visualization. Eurographics Association"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2018.2846735"},{"key":"ref54","volume-title":"dredviz: dimensionality reduction for information visualization","author":"Nybo","year":"2025"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.70105"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1080\/14786440109462720"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-008-0150-6"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13419"},{"key":"ref59","first-page":"73","article-title":"Visualizing Time-dependent Data using Dynamic t-SNE","volume-title":"Proceedings of the Eurographics \/ IEEE VGTC Conference on Visualization: Short Papers, EuroVis \u201916, 5 pages","author":"Rauber","year":"2016"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2015.2467591"},{"key":"ref61","article-title":"Hilbert\u2019s Curve: Is infinite math useful","author":"Sanderson","year":"2017"},{"key":"ref62","first-page":"2579","article-title":"Visualizing Data using t-SNE","volume":"9","author":"Van Der Maaten","year":"2008","journal-title":"J. Machine Learning Research"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2006.05.014"},{"issue":"2","key":"ref64","article-title":"Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization","volume":"11","author":"Venna","year":"2010","journal-title":"J. Machine Learning Research"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/tcbb.2014.2361348"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/infvis.2005.1532145"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2017.2745258"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/PacificVis52677.2021.00016"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2021.3114694"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2020.3030473"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/2945\/11570238\/11523643.pdf?arnumber=11523643","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T06:01:09Z","timestamp":1781848869000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11523643\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":70,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2026.3694456","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":[[2026,6]]}}}