{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T09:32:54Z","timestamp":1761989574396,"version":"3.37.3"},"reference-count":28,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872250","U2001206","61902254"],"award-info":[{"award-number":["61872250","U2001206","61902254"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"GD Talent Program","award":["2019JC05X328"],"award-info":[{"award-number":["2019JC05X328"]}]},{"name":"GD Science and Technology Program","award":["2020A0505100064","2015A030312015"],"award-info":[{"award-number":["2020A0505100064","2015A030312015"]}]},{"name":"DEGP Key Project","award":["2018KZDXM058"],"award-info":[{"award-number":["2018KZDXM058"]}]},{"name":"Shenzhen Innovation Program","award":["JCYJ20180305125709986"],"award-info":[{"award-number":["JCYJ20180305125709986"]}]},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["2015-05407"],"award-info":[{"award-number":["2015-05407"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"name":"DFG","award":["422037984"],"award-info":[{"award-number":["422037984"]}]},{"name":"National Engineering Laboratory for Big Data System Computing Technology"},{"name":"Guangdong Laboratory of Artificial Intelligence and Digital Economy"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2021,6,1]]},"DOI":"10.1109\/tvcg.2021.3052167","type":"journal-article","created":{"date-parts":[[2021,2,25]],"date-time":"2021-02-25T19:20:20Z","timestamp":1614280820000},"page":"3034-3047","source":"Crossref","is-referenced-by-count":9,"title":["Shape-Driven Coordinate Ordering for Star Glyph Sets via Reinforcement Learning"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6798-0336","authenticated-orcid":false,"given":"Ruizhen","family":"Hu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juzhan","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9869-6832","authenticated-orcid":false,"given":"Oliver","family":"van Kaick","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5803-2185","authenticated-orcid":false,"given":"Oliver","family":"Deussen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3212-0544","authenticated-orcid":false,"given":"Hui","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1559\/152304009788188808"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.1998.729559"},{"key":"ref12","first-page":"831","article-title":"Shape context: A new descriptor for shape matching and object recognition","author":"belongie","year":"2001","journal-title":"Proc 13th Int Conf Neural Inf Process Syst"},{"key":"ref13","volume":"344","author":"kaufman","year":"2009","journal-title":"Finding Groups in Data An Introduction to Cluster Analysis"},{"key":"ref14","first-page":"9839","article-title":"Reinforcement learning for solving the vehicle routing problem","volume":"31","author":"nazari","year":"2018","journal-title":"Proc 32nd Int Conf Neural Inf Process Syst"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585892"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2006.49"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2009.5332628"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2010.5652433"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13672-6_13"},{"key":"ref28","first-page":"1","article-title":"Order matters: Sequence to sequence for sets","author":"vinyals","year":"2016","journal-title":"Proc 4th Int Conf Learn Representations"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13446"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1979.4766909"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/KSE.2018.8573428"},{"journal-title":"Exploratory Analysis of Spatial and Temporal Data A systematic approach","year":"2006","author":"andrienko","key":"ref6"},{"key":"ref5","first-page":"39","article-title":"Glyph-based visualization: Foundations, design guidelines, techniques and applications","author":"borgo","year":"2013","journal-title":"Proc Ann Conf European Assoc for Computer Graphics"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.2019.8933656"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346426"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.1997.663916"},{"key":"ref9","first-page":"89","article-title":"Clutter reduction in multi-dimensional data visualization using dimension reordering","author":"peng","year":"2004","journal-title":"Proc IEEE Symp Inf Vis"},{"journal-title":"Notes on Matters Affecting the Health Efficiency and Hospital Administration of the British Army Founded Chiefly on the Experience of the Late War","year":"1858","author":"nightingale","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.184"},{"key":"ref22","first-page":"1","article-title":"Neural combinatorial optimization with reinforcement learning","author":"bello","year":"2017","journal-title":"Proc 5th Int Conf Learn Representations"},{"key":"ref21","first-page":"2692","article-title":"Pointer networks","author":"vinyals","year":"2015","journal-title":"Proc 28th Int Conf Neural Inf Process Syst"},{"key":"ref24","first-page":"89","article-title":"Clutter reduction in multi-dimensional data visualization using dimension reordering","author":"peng","year":"2004","journal-title":"Proc IEEE Symp Inf Vis"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13672-6_13"},{"article-title":"UCI machine learning repository","year":"2017","author":"dua","key":"ref25"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2945\/9429958\/09328215.pdf?arnumber=9328215","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:51:50Z","timestamp":1652194310000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9328215\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,1]]},"references-count":28,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2021.3052167","relation":{},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"type":"print","value":"1077-2626"},{"type":"electronic","value":"1941-0506"},{"type":"electronic","value":"2160-9306"}],"subject":[],"published":{"date-parts":[[2021,6,1]]}}}