{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:24:10Z","timestamp":1750220650413,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":43,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,11,20]],"date-time":"2019-11-20T00:00:00Z","timestamp":1574208000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NVIDIA Corporation"},{"name":"National Natural Science Foundation of China","award":["61500275"],"award-info":[{"award-number":["61500275"]}]},{"name":"Natural Science Foundation of Shandong Province","award":["ZR2019MF011"],"award-info":[{"award-number":["ZR2019MF011"]}]},{"name":"China Postdoctoral Science Foundation","award":["2017M622210"],"award-info":[{"award-number":["2017M622210"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,11,20]]},"DOI":"10.1145\/3372454.3372460","type":"proceedings-article","created":{"date-parts":[[2020,1,21]],"date-time":"2020-01-21T12:17:26Z","timestamp":1579609046000},"page":"161-165","source":"Crossref","is-referenced-by-count":2,"title":["Parallel Coordinates Based Visualization for High-Dimensional Data"],"prefix":"10.1145","author":[{"given":"Weiyu","family":"Li","sequence":"first","affiliation":[{"name":"School of Mechanical, Electrical &amp; Information Engineering, Shandong University, Weihai, China"}]},{"given":"Jiying","family":"Lang","sequence":"additional","affiliation":[{"name":"School of Mechanical, Electrical &amp; Information Engineering, Shandong University, Weihai, China"}]},{"given":"He","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Mechanical, Electrical &amp; Information Engineering, Shandong University, Weihai, China"}]},{"given":"Fei","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Mechanical, Electrical &amp; Information Engineering, Shandong University, Weihai, China"}]},{"given":"Lei","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Art and Design, Harbin University, Harbin, China"}]},{"given":"Jingchang","family":"Pan","sequence":"additional","affiliation":[{"name":"School of Mechanical, Electrical &amp; Information Engineering, Shandong University, Weihai, China"}]}],"member":"320","published-online":{"date-parts":[[2020,1,21]]},"reference":[{"unstructured":"Charles D. Hanse and Chris R. Johnson Visualization Handbook. Academic Press Inc. Orlando FL USA. 2004. Charles D. Hanse and Chris R. Johnson Visualization Handbook. Academic Press Inc. Orlando FL USA. 2004.","key":"e_1_3_2_1_1_1"},{"unstructured":"Proceedings of IEEE Visualization. Los Alamitos: IEEE Computer Society Press Proceedings of IEEE Visualization. Los Alamitos: IEEE Computer Society Press Joshi Rheingans Illustration-inspired techniques for visualizing time-varying data \/\/ IEEE","key":"e_1_3_2_1_2_1"},{"unstructured":"Proceedings of IEEE Symposium on Large Data Analysis and Visualization. Los Alamitos: IEEE Computer Society Press Proceedings of IEEE Symposium on Large Data Analysis and Visualization. Los Alamitos: IEEE Computer Society Press Tong Lee T Y Salient time steps selection from large scale time-varying data sets with dynamic time warping \/\/ IEEE","key":"e_1_3_2_1_3_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_4_1","DOI":"10.1109\/TVCG.2015.2467411"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_5_1","DOI":"10.1109\/TVCG.2008.140"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_6_1","DOI":"10.1109\/MCG.2010.55"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_7_1","DOI":"10.5555\/2015551.2015630"},{"unstructured":"Proceedings of Pacific Visualization Symposium (PacificVis 2011 Hong Kong Proceedings of Pacific Visualization Symposium (PacificVis 2011 Hanqi Guo Zuchao Wang Bowen Yu Huijing Zhao Xiaoru Yuan Triple Perspective Visual Trajectory Analytics and Its Application on Microscopic Traffic Data at a Road Intersection. \/\/ IEEE 2011","key":"e_1_3_2_1_8_1"},{"issue":"3","key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","first-page":"1413","DOI":"10.1109\/TVCG.2010.192","volume":"16","author":"Yuan Xiaoru","year":"2010","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_10_1","DOI":"10.1109\/TVCG.2015.2467411"},{"doi-asserted-by":"crossref","unstructured":"Proceedings of International Conference on Intelligent Computing Zhengzhou China Proceedings of International Conference on Intelligent Computing C. Q. Gai K. Q. Wang L. Zhang W. M. Zuo The strategy of statisticsbased visualization for segmented 3D cardiac volume data set \/\/ IEEE 2011 250 256","key":"e_1_3_2_1_11_1","DOI":"10.1007\/978-3-642-24728-6_33"},{"unstructured":"Proceedings of International Conference on Advanced Computer Control Harbin China Proceedings of International Conference on Advanced Computer Control L. Zhang C. Q. Gai K. Q. Wang W. M. Zuo Real-time interactive heart illustration platform via hardware accelerated rendering \/\/ IEEE 2011 497 501","key":"e_1_3_2_1_12_1"},{"unstructured":"Proceedings of The 2011 Computing in Cardiology Conference: Hangzhou: IEEE Computer Society Proceedings of The 2011 Computing in Cardiology Conference: Hangzhou: IEEE Computer Society Zhang Gai Wang GPU-based high performance wave propagation simulation of ischemia in anatomically detailed ventricle \/\/ IEEE","key":"e_1_3_2_1_13_1"},{"unstructured":"Proceedings of The 2011 Computing in Cardiology Conference: Hangzhou: IEEE Computer Society Proceedings of The 2011 Computing in Cardiology Conference: Hangzhou: IEEE Computer Society Wang K Q Gai C Q Illustrative visualization of segmented human cardiac anatomy Based on context-preserving model \/\/ IEEE","key":"e_1_3_2_1_14_1"},{"unstructured":"Proceedings of The 2012 International Conference on Computerized Healthcare. Hong Kong: IEEE Computer Society Proceedings of The 2012 International Conference on Computerized Healthcare. Hong Kong: IEEE Computer Society Zhang KQ GPU-based fusion method for 3D electrophysiological data visualization \/\/ IEEE","key":"e_1_3_2_1_15_1"},{"issue":"6","key":"e_1_3_2_1_16_1","first-page":"1625","article-title":"Realtime multi-volume rendering for 3D electrophysiological data visualization based on graphics processing unit. ICIC Express Letters","volume":"4","author":"Zhang","year":"2013","journal-title":"Part B: Applications"},{"issue":"2","key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","first-page":"360","DOI":"10.4304\/jcp.9.2.360-367","article-title":"G-Heart: a GPU-based system for electrophysiological simulation and multi-modality cardiac visualization","volume":"9","author":"Zhang","year":"2014","journal-title":"Journal of Computers"},{"issue":"2","key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1166\/jmihi.2014.1260","article-title":"Illustrative cardiac visualization via perception-based lighting enhancement","volume":"4","author":"Zhang","year":"2014","journal-title":"Journal of Medical Imaging and Health Informatics"},{"issue":"135","key":"e_1_3_2_1_19_1","first-page":"1","article-title":"A visualization system for interactive exploration of the cardiac anatomy","volume":"40","author":"Zhang","year":"2016","journal-title":"Journal of Medical Systems"},{"unstructured":"Yeming Li. Visualization for Non-Linear Enhanced The Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing Kitakyushu Japan Yeming Li. Visualization for Non-Linear Enhanced 2014 Fei Yang Weigang Lu Lei Zhang Kuanquan Wang 2014","key":"e_1_3_2_1_20_1"},{"issue":"6","key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","first-page":"3025","DOI":"10.3233\/BME-141123","article-title":"Multi-boundary cardiac data visualization based on multidimensional transfer function with ray distance","volume":"24","author":"Yang Fei","year":"2014","journal-title":"Bio-Medical Materials and Engineering"},{"unstructured":"Proceedings of The 2015 Computing in Cardiology Conference: 42 Nice Proceedings of The 2015 Computing in Cardiology Conference: 42 Yang L\u00fc WG Fusion visualization for cardiac anatomical and ischemic models with depth weighted optic radiation function \/\/ IEEE 2015","key":"e_1_3_2_1_22_1"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2016\/2979081","article-title":"Depth Attenuation Degree Based Visualization for Cardiac Ischemic Electrophysiological Feature Exploration","volume":"2979081","author":"Yang Fei","year":"2016","journal-title":"BioMed Research International"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"crossref","first-page":"939","DOI":"10.1166\/jmihi.2017.2119","article-title":"Coupling Ray Radiation Function Based Biophysical Detailed Dual Pattern Cardiac Visualization","volume":"7","author":"Yang Fei","year":"2017","journal-title":"Journal of Medical Imaging and Health Informatics"},{"issue":"9","key":"e_1_3_2_1_25_1","first-page":"792","article-title":"Study of Cardiac Physiological and Physical Activities by Energy Blending Integral Model","volume":"44","author":"Yang Fei","year":"2017","journal-title":"Progress in Biochemistry and Biophysics"},{"issue":"70","key":"e_1_3_2_1_26_1","first-page":"1","article-title":"A composite visualization method for electrophysiology-morphous merging of human heart","volume":"16","author":"Yang Fei","year":"2017","journal-title":"BioMedical Engineering OnLine"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_27_1","DOI":"10.1109\/MCG.1997.595265"},{"unstructured":"Morgan Kaufrnann Morgan Kaufrnann Card S K Shneiderman Readings in Information Visualization: Using Vision to Thinking 1999","key":"e_1_3_2_1_28_1"},{"unstructured":"Proceedings of Pacific Visualization Symposium Los Alamitos Proceedings of Pacific Visualization Symposium Walter Didimo Giuseppe Liotta Fabrizio Montecchiani Pietro Palladino An advanced network visualization system for financial crime detection. \/\/ IEEE 2011","key":"e_1_3_2_1_29_1"},{"issue":"1","key":"e_1_3_2_1_30_1","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1109\/2945.841119","article-title":"Graph Visualization and Navigation in Information Visualization: a Survey","volume":"6","author":"Herman","year":"2000","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"e_1_3_2_1_31_1","first-page":"1","article-title":"Research on High-dimensional Data Visualization Classification Technology. Harb","volume":"2013","author":"Zhang Xiaokun","journal-title":"Harbin Institute of Technology"},{"issue":"2","key":"e_1_3_2_1_32_1","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1007\/BF01898350","article-title":"The Plane with Parallel Coordinates","volume":"1","author":"Inselbegr","year":"1985","journal-title":"The Visual Computer"},{"key":"e_1_3_2_1_33_1","first-page":"199","article-title":"Human-Machine Interactive Systems. Berl","volume":"1991","author":"Inselbegr","journal-title":"Springer"},{"unstructured":"Proceedings of The Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM Proceedings of The Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM Kandogan Visualizing Multi-dimensional Clusters Trends and Outliers Using Star Coordinates \/\/ IEEE","key":"e_1_3_2_1_34_1"},{"unstructured":"Proceedings of The Ninth Annual IEEE Conference on Information Visualization. Washington DC: IEEE Computer Society Proceedings of The Ninth Annual IEEE Conference on Information Visualization. Washington DC: IEEE Computer Society Craig Kennedy Coordinated Graph and Scatter-Plot Views for the Visual Exploration of Microarray Time-sereis Data. \/\/ IEEE","key":"e_1_3_2_1_35_1"},{"issue":"68","key":"e_1_3_2_1_36_1","first-page":"361","article-title":"The Use of Faces to Represent Points","volume":"1973","author":"Chernoff","journal-title":"Journal of the American Statistical Association"},{"issue":"1","key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1111\/j.1467-9639.2009.00354.x","article-title":"An Array of Online Teaching Tools","volume":"31","author":"Bush","year":"2009","journal-title":"Teaching Statistic"},{"issue":"11","key":"e_1_3_2_1_38_1","first-page":"1","article-title":"Survey on the Research of Multidimensional and Multivariate Data Visualization","volume":"35","author":"Sun Yang","year":"2008","journal-title":"Computer Science"},{"issue":"9","key":"e_1_3_2_1_39_1","first-page":"125","article-title":"Review of Multidimensional Information Visualization","volume":"35","author":"Yang Feng","year":"2012","journal-title":"Information Studies: Theory & Application"},{"unstructured":"Proceedings of The Conference on Visualization'99 LosAlamitos Proceedings of The Conference on Visualization'99 Fua Y H Rundensteiner E Hierarchical Parallel Coordinates for Exploration of Large Datasets. \/\/ IEEE 1999","key":"e_1_3_2_1_40_1"},{"unstructured":"Proceedings of The Seventh International Conference on Information Visualization. Washington DC: IEEE Computer Society Proceedings of The Seventh International Conference on Information Visualization. Washington DC: IEEE Computer Society Graham Kennedy Using Curves to Enhance Parallel Coordinate Visualization. \/\/ IEEE","key":"e_1_3_2_1_41_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_42_1","DOI":"10.1109\/TVCG.2011.185"},{"issue":"1","key":"e_1_3_2_1_43_1","first-page":"48","article-title":"High-dimensional Data Visualization Based on PCA and Parallel Coordinates","volume":"37","author":"Lei Junhu","year":"2011","journal-title":"Computer Engineering"}],"event":{"sponsor":["Shandong Univ. Shandong University","The University of Versailles Saint-Quentin The University of Versailles Saint-Quentin, Versailles, France"],"acronym":"ICBDR 2019","name":"ICBDR 2019: 2019 The 3rd International Conference on Big Data Research","location":"Cergy-Pontoise France"},"container-title":["Proceedings of the 2019 3rd International Conference on Big Data Research"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3372454.3372460","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:22Z","timestamp":1750197742000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/doi\/10.1145\/3372454.3372460"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,20]]},"references-count":43,"alternative-id":["10.1145\/3372454.3372460","10.1145\/3372454"],"URL":"https:\/\/doi.org\/10.1145\/3372454.3372460","relation":{},"subject":[],"published":{"date-parts":[[2019,11,20]]}}}