{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T09:27:24Z","timestamp":1762507644703,"version":"3.28.0"},"reference-count":58,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/vast.2017.8585613","type":"proceedings-article","created":{"date-parts":[[2018,12,24]],"date-time":"2018-12-24T23:49:14Z","timestamp":1545695354000},"page":"1-12","source":"Crossref","is-referenced-by-count":12,"title":["Pattern Trails: Visual Analysis of Pattern Transitions in Subspaces"],"prefix":"10.1109","author":[{"given":"Dominik","family":"Jackle","sequence":"first","affiliation":[]},{"given":"Michael","family":"Hund","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Behrisch","sequence":"additional","affiliation":[]},{"given":"Daniel A.","family":"Keim","sequence":"additional","affiliation":[]},{"given":"Tobias","family":"Schreck","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1201\/b16974"},{"key":"ref38","first-page":"2579","article-title":"Visualizing data using t-sne","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1497577.1497578"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346482"},{"key":"ref31","article-title":"SeekAView: an intelligent dimensionality reduction strategy for navigating high-dimensional data spaces","author":"krause","year":"2016","journal-title":"IEEE Symposium on Large Data Analysis and Visualization (LDAV) LDAV"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.09.018"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12639"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2640960"},{"journal-title":"UCI Machine Learning Repository","year":"2013","author":"lichman","key":"ref35"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467132"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.1995.485140"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.110"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.ivs.9500003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2307\/1390754"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2012.6400490"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-016-0043-5"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.1990.146402"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2010.5652392"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2009.01475.x"},{"journal-title":"Etude Comparative de la Distribution Florale dans Une Portion des Alpes et du Jura","year":"1901","author":"jaccard","key":"ref23"},{"key":"ref26","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-1904-8","author":"jolliffe","year":"1986","journal-title":"Principal Component Analysis"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1177\/1473871613477091"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.242"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2012.6400488"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2016.7465260"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.150"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2009.179"},{"key":"ref55","first-page":"103","article-title":"Mlmd: Multi-layered visualization for multi-dimensional data","volume":"5","author":"yu","year":"2013","journal-title":"The Eurographics Association"},{"key":"ref54","first-page":"271","article-title":"High dimensional brushing for interactive exploration of multivariate data","author":"ward","year":"1995","journal-title":"IEEE Visualization"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.178"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1097\/00006324-199104000-00013"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467552"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2307\/2284077"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.cag.2014.01.006","article-title":"Visual analysis of dimensionality reduction quality for parameterized projections","volume":"41","author":"martins","year":"2014","journal-title":"Computers & Graphics"},{"journal-title":"Multidimensional Scaling","year":"2000","author":"cox","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.184"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2200\/S00730ED1V01Y201608VIS007"},{"key":"ref15","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","author":"ester","year":"1996","journal-title":"Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2005.1532141"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.173"},{"journal-title":"Data Mining Concepts and Techniques","year":"2011","author":"han","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176349519"},{"key":"ref4","article-title":"A Review of Temporal Data Visualizations Based on Space-Time Cube Operations","author":"bach","year":"2014","journal-title":"EuroVis STAR"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2307\/2528964"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1515\/9781400874668"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2004.10112"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"2581","DOI":"10.1109\/TVCG.2011.188","article-title":"DICON: interactive visual analysis of multidimensional clusters","volume":"17","author":"cao","year":"2011","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2011.01938.x"},{"journal-title":"Une contribution statistique a la géographie floristique","year":"1934","author":"szymkiewicz","key":"ref49"},{"journal-title":"Graphical Methods for Data Analysis","year":"1983","author":"chambers","key":"ref9"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.153"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1057\/ivs.2010.2"},{"key":"ref48","first-page":"151","article-title":"Explorative analysis of 2d color maps","volume":"23","author":"steiger","year":"2015","journal-title":"Proceedings of WSCG"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467717"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007731"},{"journal-title":"Foundations of Machine Learning","year":"2012","author":"mohri","key":"ref41"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598495"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346481"}],"event":{"name":"2017 IEEE Conference on Visual Analytics Science and Technology (VAST)","start":{"date-parts":[[2017,10,3]]},"location":"Phoenix, AZ","end":{"date-parts":[[2017,10,6]]}},"container-title":["2017 IEEE Conference on Visual Analytics Science and Technology (VAST)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8574342\/8585424\/08585613.pdf?arnumber=8585613","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T02:47:48Z","timestamp":1643251668000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8585613\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/vast.2017.8585613","relation":{},"subject":[],"published":{"date-parts":[[2017,10]]}}}