{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,8]],"date-time":"2024-06-08T00:05:50Z","timestamp":1717805150177},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2015,3,5]],"date-time":"2015-03-05T00:00:00Z","timestamp":1425513600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Distrib Parallel Databases"],"published-print":{"date-parts":[[2016,9]]},"DOI":"10.1007\/s10619-015-7174-1","type":"journal-article","created":{"date-parts":[[2015,3,4]],"date-time":"2015-03-04T08:44:58Z","timestamp":1425458698000},"page":"321-345","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["On visualizing large multidimensional datasets with a multi-threaded radial approach"],"prefix":"10.1007","volume":"34","author":[{"given":"Tianyang","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fatma","family":"Bouali","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gilles","family":"Venturini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,3,5]]},"reference":[{"issue":"11","key":"7174_CR1","doi-asserted-by":"crossref","first-page":"1593","DOI":"10.1089\/cmb.2008.0221","volume":"16","author":"M Andrecut","year":"2009","unstructured":"Andrecut, M.: Parallel gpu implementation of iterative pca algorithms. J. Comput. Biol. 16(11), 1593\u20131599 (2009)","journal-title":"J. Comput. Biol."},{"key":"7174_CR2","unstructured":"Ankerst, M., Keim, D.A., Kriegel, H.P.: Circle segments: a technique for visually exploring large multidimensional data sets. In: Proceedings of the IEEE Visualization\u201996, Hot Topics 96 (1996)"},{"key":"7174_CR3","unstructured":"Bache, K., Lichman, M.: UCI machine learning repository (2013). URL http:\/\/archive.ics.uci.edu\/ml"},{"issue":"398","key":"7174_CR4","first-page":"424","volume":"82","author":"DB Carr","year":"1987","unstructured":"Carr, D.B., Littlefield, R.J., Nicholson, W.L., Littlefield, J.S.: Scatterplot matrix techniques for large n. J. Am. Stat. Assoc. 82(398), 424\u2013436 (1987)","journal-title":"J. Am. Stat. Assoc."},{"key":"7174_CR5","first-page":"416","volume-title":"ADMA, Lecture Notes in Computer Science","author":"D Costa Da","year":"2006","unstructured":"Da Costa, D., Venturini, G.: An interactive visualization environment for data exploration using points of interest. In: Li, X., Za\u00efane, O.R., Li, Z. (eds.) ADMA, Lecture Notes in Computer Science, pp. 416\u2013423. Springer, Xi\u2019an (2006)"},{"issue":"4","key":"7174_CR6","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1177\/1473871612439357","volume":"11","author":"K Daniels","year":"2012","unstructured":"Daniels, K., Grinstein, G., Russell, A., Glidden, M.: Properties of normalized radial visualizations. Inf. Vis. 11(4), 273\u2013300 (2012)","journal-title":"Inf. Vis."},{"key":"7174_CR7","unstructured":"Fester, T., Schreiber, F., Strickert, M.: Cuda-based multi-core implementation of mds-based bioinformatics algorithms. In: Grosse, I., Neumann, S., Posch, S., Schreiber, F., Stadler, P. (eds.) German Conference on Bioinformatics 2009, 28th to 30th September 2009. Lecture Notes in Informatics, vol. 157, pp. 67\u201379. GI-Edition, Martin Luther University Halle-Wittenberg, Germany (2009)"},{"key":"7174_CR8","unstructured":"Florek, M.: Using modern hardware for interactive information visualization of large data. Master\u2019s thesis, Comenius University, Bratislava (2006)"},{"issue":"6","key":"7174_CR9","doi-asserted-by":"crossref","first-page":"1310","DOI":"10.1109\/TVCG.2007.70580","volume":"13","author":"Y Frishman","year":"2007","unstructured":"Frishman, Y., Tal, A.: Multi-level graph layout on the gpu. IEEE Trans. Vis. Comput. Graph. 13(6), 1310\u20131319 (2007)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"key":"7174_CR10","unstructured":"Fua, Y.H., Ward, M.O., Rundensteiner, E.A.: Hierarchical parallel coordinates for exploration of large datasets. In: Proceedings of the Conference on Visualization \u201999: Celebrating Ten Years, VIS \u201999, pp. 43\u201350. IEEE Computer Society Press (1999)"},{"key":"7174_CR11","doi-asserted-by":"crossref","unstructured":"Gregg, C., Hazelwood, K.: Where is the data? why you cannot debate cpu vs. gpu performance without the answer. In: IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2011, pp. 134\u2013144 (2011)","DOI":"10.1109\/ISPASS.2011.5762730"},{"key":"7174_CR12","doi-asserted-by":"crossref","unstructured":"Hoffman, P., Grinstein, G.G., Pinkney, D.: Dimensional anchors: a graphic primitive for multidimensional multivariate information visualizations. In: Workshop on New Paradigms in Information Visualization and Manipulation\u201999, pp. 9\u201316 (1999)","DOI":"10.1145\/331770.331775"},{"key":"7174_CR13","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1109\/TVCG.2008.85","volume":"15","author":"S Ingram","year":"2009","unstructured":"Ingram, S., Munzner, T., Olano, M.: Glimmer: multilevel MDS on the GPU. IEEE Trans. Vis. Comput. Graph. 15, 249\u2013261 (2009)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"key":"7174_CR14","doi-asserted-by":"crossref","unstructured":"Jian, L., Wang, C., Liu, Y., Liang, S., Yi, W., Shi, Y.: Parallel data mining techniques on graphics processing unit with compute unified device architecture (CUDA). J. Supercomput. 64, 942\u2013967 (2013)","DOI":"10.1007\/s11227-011-0672-7"},{"issue":"1","key":"7174_CR15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/2945.981847","volume":"8","author":"DA Keim","year":"2002","unstructured":"Keim, D.A.: Information visualization and visual data mining. IEEE Trans. Vis. Comput. Graph. 8(1), 1\u20138 (2002)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"key":"7174_CR16","doi-asserted-by":"crossref","unstructured":"Keim, D.A., Ankerst, M., Kriegel, H.P.: Recursive pattern: a technique for visualizing very large amounts of data. In: Proceedings of the 6th conference on Visualization\u201995 pp. 279\u2013286 (1995)","DOI":"10.1109\/VISUAL.1995.485140"},{"key":"7174_CR17","unstructured":"Liu, T., Bouali, F., Venturini, G.: Visualisation radiale: approche parall\u00e8le entre cpu et gpu. Revue des Nouvelles Technologies de l\u2019Information, Extraction et Gestion des Connaissances, RNTI-E-24, 175\u2013180 (2013)"},{"key":"7174_CR18","doi-asserted-by":"crossref","unstructured":"Liu, Z., Jiang, B., Heer, J.: immens: Real-time visual querying of big data. Computer Graphics Forum (Proceedings of EuroVis) (2013)","DOI":"10.1111\/cgf.12129"},{"issue":"1","key":"7174_CR19","first-page":"012018","volume":"341","author":"S McConnell","year":"2012","unstructured":"McConnell, S., Sturgeon, R., Henry, G., Mayne, A., Hurley, R.: Scalability of self-organizing maps on a gpu cluster using opencl and cuda. J. Phys. 341(1), 012018 (2012)","journal-title":"J. Phys."},{"issue":"5","key":"7174_CR20","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1287\/opre.20.5.993","volume":"20","author":"WT McCormick","year":"1972","unstructured":"McCormick, W.T., Schweitzer, P.J., White, T.W.: Problem decomposition and data reorganization by a clustering technique. Oper. Res. 20(5), 993\u20131009 (1972)","journal-title":"Oper. Res."},{"issue":"6","key":"7174_CR21","doi-asserted-by":"crossref","first-page":"1105","DOI":"10.1109\/TVCG.2009.191","volume":"15","author":"B McDonnel","year":"2009","unstructured":"McDonnel, B., Elmqvist, N.: Towards utilizing gpus in information visualization: A model and implementation of image-space operations. IEEE Trans. Vis. Comput. Graph. 15(6), 1105\u20131112 (2009)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"issue":"11","key":"7174_CR22","doi-asserted-by":"crossref","first-page":"1547","DOI":"10.1109\/TVCG.2011.27","volume":"17","author":"P Oesterling","year":"2011","unstructured":"Oesterling, P., Heine, C., Janicke, H., Scheuermann, G., Heyer, G.: Visualization of high-dimensional point clouds using their density distribution\u2019s topology. IEEE Trans. Vis. Comput. Graph. 17(11), 1547\u20131559 (2011)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"issue":"5","key":"7174_CR23","doi-asserted-by":"crossref","first-page":"879","DOI":"10.1109\/JPROC.2008.917757","volume":"96","author":"JD Owens","year":"2008","unstructured":"Owens, J.D., Houston, M., Luebke, D., Green, S., Stone, J.E., Phillips, J.C.: Gpu computing. Proc. IEEE 96(5), 879\u2013899 (2008)","journal-title":"Proc. IEEE"},{"key":"7174_CR24","first-page":"51","volume":"5","author":"G Reina","year":"2005","unstructured":"Reina, G., Ertl, T.: Implementing fastmap on the gpu: considerations on general-purpose computation on graphics hardware. Theory Pract. Comput. Graph. 5, 51\u201358 (2005)","journal-title":"Theory Pract. Comput. Graph."},{"key":"7174_CR25","doi-asserted-by":"crossref","unstructured":"Russell, A., Daniels, K., Grinstein, G.: Voronoi diagram based dimensional anchor assessment for radial visualizations. In: 16th International Conference on Information Visualisation (IV), 2012, pp. 229\u2013233 (2012)","DOI":"10.1109\/IV.2012.46"},{"key":"7174_CR26","doi-asserted-by":"crossref","unstructured":"Ryoo, S., Rodrigues, C.I., Baghsorkhi, S.S., Stone, S.S., Kirk, D.B., Hwu, W.M.W.: Optimization principles and application performance evaluation of a multithreaded gpu using cuda. In: Proceedings of the 13th ACM SIGPLAN Symposium on Principles and practice of parallel programming, pp. 73\u201382. ACM (2008)","DOI":"10.1145\/1345206.1345220"},{"key":"7174_CR27","doi-asserted-by":"crossref","unstructured":"Shneiderman, B.: The eyes have it: a task by data type taxonomy for information visualizations. In: Proceedings of the 1996 IEEE Symposium on Visual Languages, VL \u201996, pp. 336\u2013343. IEEE Computer Society (1996)","DOI":"10.1109\/VL.1996.545307"},{"issue":"1","key":"7174_CR28","first-page":"52","volume":"37","author":"A Varoneckas","year":"2008","unstructured":"Varoneckas, A., \u017dilinskas, A., \u017dilinskas, J.: Parallel multidimensional scaling using grid computing: assessment of performance. Inf. Technol. Control 37(1), 52\u201356 (2008)","journal-title":"Inf. Technol. Control"},{"key":"7174_CR29","unstructured":"Venturini, G., Costa, D.D.: Une m\u00e9thode de classification visuelle et interactive. Revue des Nouvelles Technologies de l\u2019Information, Classification: points de vue croiss, RNTI-C-2, 17\u201329 (2008)"},{"key":"7174_CR30","unstructured":"Wegman, E., Luo, Q.: Visualizing densities. Technical report \/\/ George Mason University, Center for Computational Statistics (1995)"},{"key":"7174_CR31","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1080\/10618600.1995.10474685","volume":"4","author":"EJ Wegman","year":"1995","unstructured":"Wegman, E.J.: Huge data sets and the frontiers of computational feasibility. J. Comput. Graph. Stat. 4, 281\u2013295 (1995)","journal-title":"J. Comput. Graph. Stat."},{"key":"7174_CR32","volume-title":"GPU-Based Interactive Visualization Techniques (Mathematics and Visualization)","author":"D Weiskopf","year":"2006","unstructured":"Weiskopf, D.: GPU-Based Interactive Visualization Techniques (Mathematics and Visualization). Springer, New York (2006)"},{"key":"7174_CR33","series-title":"30 years of multidimensional multivariate visualization","volume-title":"Scientific Visualization\u2014Overviews. Methodologies and Techniques","author":"PC Wong","year":"1997","unstructured":"Wong, P.C., Bergeron, R.D.: Scientific Visualization\u2014Overviews. Methodologies and Techniques. 30 years of multidimensional multivariate visualization. IEEE Computer Society Press, Los Alamitos (1997)"},{"issue":"4","key":"7174_CR34","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1057\/palgrave.ivs.9500099","volume":"4","author":"JS Yi","year":"2005","unstructured":"Yi, J.S., Melton, R., Stasko, J., Jacko, J.A.: Dust & magnet: multivariate information visualization using a magnet metaphor. Inf. Vis. 4(4), 239\u2013256 (2005)","journal-title":"Inf. Vis."},{"key":"7174_CR35","unstructured":"Zhongwen, L., Hongzhi, L., Zhengping, Y., Xincai, W.: Self-organizing maps computing on graphic process unit. In: 13th European Symposium on Artificial Neural Networks (ESANN), pp. 557\u2013562. d-side (2005)"}],"container-title":["Distributed and Parallel Databases"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-015-7174-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10619-015-7174-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-015-7174-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T16:15:26Z","timestamp":1717776926000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10619-015-7174-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,3,5]]},"references-count":35,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,9]]}},"alternative-id":["7174"],"URL":"https:\/\/doi.org\/10.1007\/s10619-015-7174-1","relation":{},"ISSN":["0926-8782","1573-7578"],"issn-type":[{"value":"0926-8782","type":"print"},{"value":"1573-7578","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,3,5]]}}}