{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,30]],"date-time":"2025-01-30T18:10:13Z","timestamp":1738260613529,"version":"3.35.0"},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2004,2,1]],"date-time":"2004-02-01T00:00:00Z","timestamp":1075593600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Statistics"],"published-print":{"date-parts":[[2004,2]]},"DOI":"10.1007\/bf02915281","type":"journal-article","created":{"date-parts":[[2008,6,11]],"date-time":"2008-06-11T05:42:17Z","timestamp":1213162937000},"page":"147-158","source":"Crossref","is-referenced-by-count":6,"title":["Hierarchical visual data mining for large-scale data"],"prefix":"10.1007","volume":"19","author":[{"given":"Matthew","family":"Ward","sequence":"first","affiliation":[]},{"given":"Wei","family":"Peng","sequence":"additional","affiliation":[]},{"given":"Xiaoning","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2004,2,1]]},"reference":[{"key":"BF02915281_CR1","doi-asserted-by":"crossref","unstructured":"D. Brodbeck, M. Chalmers, A. Lunzer, and P. Cotture, Domesticating bead: Adapting an information visualization system to a financial institution., Proc. Information Visualization 97, pp. 73\u201380, 1997.","DOI":"10.1109\/INFVIS.1997.636789"},{"key":"BF02915281_CR2","first-page":"43","volume":"99","author":"Y. Fua","year":"1999","unstructured":"Y. Fua, M. O. Ward, and E. A. Rundensteiner, Hierarchical parallel coordinates for visualizing large multivariate data sets, Proc. Visualization 99, pp. 43\u201350, October, 1999.","journal-title":"Proc. Visualization"},{"key":"BF02915281_CR3","unstructured":"Y. Fua, M. O. Ward, and E. A. Rundensteiner, Navigating hierarchies with structure-based brushes, Proc. Information Visualization 99, pp. 58\u201364, October, 1999."},{"key":"BF02915281_CR4","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1109\/2945.856996","volume":"6","author":"Y. Fua","year":"2000","unstructured":"Y. Fua, M. O. Ward, and E. A. Rundensteiner, Structure-based brushes: a mechanism for navigating hierarchically organized data and information spaces, IEEE Trans. Visualization and Computer Graphics, V. 6, pp. 150\u2013159, 2000.","journal-title":"IEEE Trans. Visualization and Computer Graphics"},{"key":"BF02915281_CR5","doi-asserted-by":"crossref","unstructured":"J. Jolliffe. Principal Component Analysis. Springer Verlag, 1986.","DOI":"10.1007\/978-1-4757-1904-8"},{"key":"BF02915281_CR6","doi-asserted-by":"crossref","unstructured":"S. Kaski, Dimensionality reduction by random mapping: Fast similarity computation for clustering, Proc. IJCNN, p. 413\u2013418, 1998.","DOI":"10.1109\/IJCNN.1998.682302"},{"key":"BF02915281_CR7","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1109\/VISUAL.1995.485140","volume":"95","author":"D. Keim","year":"1995","unstructured":"D. Keim, H. Kriegel, and M. Ankerst, Recursive pattern: a technique for visualizing very large amounts of data, Proc. of Visualization 95, p. 279\u201386, 1995.","journal-title":"Proc. of Visualization"},{"key":"BF02915281_CR8","doi-asserted-by":"crossref","unstructured":"T. Kohonen. Self Organizing Maps. Springer Verlag, 1995.","DOI":"10.1007\/978-3-642-97610-0"},{"key":"BF02915281_CR9","doi-asserted-by":"publisher","first-page":"27","DOI":"10.2307\/2348634","volume":"33","author":"A. Mead","year":"1992","unstructured":"A. Mead, Review of the development of multidimensional scaling methods, The Statistician, Vol. 33, p. 27\u201335, 1992.","journal-title":"The Statistician"},{"issue":"1","key":"BF02915281_CR10","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1145\/102377.115768","volume":"11","author":"B. Shneiderman","year":"1992","unstructured":"B. Shneiderman, Tree visualization with tree-maps: A 2d space-filling approach, ACM Transactions on Graphics, Vol. 11(1), p. 92\u201399, Jan. 1992.","journal-title":"ACM Transactions on Graphics"},{"key":"BF02915281_CR11","doi-asserted-by":"crossref","unstructured":"D. Stroe, E. A. Rundensteiner, and M. O. Ward, Scalable visual hierarchy exploration, Proc. DEXA 2000, September, 2000.","DOI":"10.1007\/3-540-44469-6_73"},{"key":"BF02915281_CR12","doi-asserted-by":"publisher","first-page":"326","DOI":"10.1109\/VISUAL.1994.346302","volume":"94","author":"M. O. Ward","year":"1994","unstructured":"M. O. Ward, XmdvTool: integrating multiple methods for visualizing multivariate data. Proc. Visualization 94, pp. 326\u2013333, October, 1994.","journal-title":"Proc. Visualization"},{"key":"BF02915281_CR13","first-page":"271","volume":"95","author":"M. O. Ward","year":"1995","unstructured":"M. O. Ward and A. R. Martin, High dimensional brushing for interactive exploration of multivariate data. Proc. Visualization 95, pp. 271\u2013278, 1995.","journal-title":"Proc. Visualization"},{"key":"BF02915281_CR14","unstructured":"M. O. Ward, Creating and manipulating N-dimensional brushes, Proc. Joint Statistical Meeting, pp. 6\u201314, August, 1997."},{"key":"BF02915281_CR15","unstructured":"M. O. Ward, Y. Jing, and E. A. Rundensteiner, Hierarchical exploration of large multivariate data spaces, Proc. Dagstuhl Seminar on Scientific Visualization, May, 2000."},{"key":"BF02915281_CR16","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1109\/INFVIS.1998.729556","volume":"98","author":"G. Wills","year":"1998","unstructured":"G. Wills, An interactive view for hierarchical clustering, Proc. Information Visualization 98, p. 26\u201331, 1998.","journal-title":"Proc. Information Visualization"},{"key":"BF02915281_CR17","first-page":"51","volume":"95","author":"J. A. Wise","year":"1995","unstructured":"J. A. Wise, J. J. Thomas, K. Pennock, D. Lantrip, M. Pottier, A. Schur, and V. Crow, Visualizing the non-visual: Spatial analysis and interaction with information from text documents, Proc. Information Visualization 95, pp. 51\u201358, 1995.","journal-title":"Proc. Information Visualization"},{"issue":"No. 13","key":"BF02915281_CR18","doi-asserted-by":"publisher","first-page":"1224","DOI":"10.1002\/(SICI)1097-4571(1999)50:13<1224::AID-ASI8>3.0.CO;2-4","volume":"50","author":"J. A. Wise","year":"1999","unstructured":"J. A. Wise, The ecological approach to text visualization, JASIS, Vol. 50, No. 13, p. 1224\u20131233, 1999.","journal-title":"JASIS"},{"key":"BF02915281_CR19","first-page":"361","volume":"28","author":"E. Wegman","year":"1997","unstructured":"E. Wegman and Q. Luo, High dimensional clustering using parallel coordinates and the grand tour, Computing Science and Statistics, Vol. 28, p. 361\u20138, 1997.","journal-title":"Computing Science and Statistics"},{"key":"BF02915281_CR20","first-page":"141","volume":"96","author":"P. Wong","year":"1996","unstructured":"P. Wong and R. Bergeron, Multiresolution multidimensional wavelet brushing, Proc. Visualization 96, p. 141\u20138, 1996.","journal-title":"Proc. Visualization"},{"key":"BF02915281_CR21","unstructured":"J. Yang, M. Ward, and E. Rundensteiner, Interactive hierarchical displays: a general framework for visualization and exploration of large multivariate data sets, Computers and Graphics, in press."},{"key":"BF02915281_CR22","unstructured":"J. Yang, M. Ward, and E. Rundensteiner, Interring: a radial, spacefilling hierarchy visualization system with a set of navigation, modification, and selection tools, IEEE Symposium on Information Visualization (InfoVis 02), pp. 77\u201384, 2002."},{"key":"BF02915281_CR23","unstructured":"J. Yang, M. O. Ward and E. A. Rundensteiner, \u201cVisual hierarchical dimension reduction for exploration of high dimensional datasets, Technical Report #WPI-CS-TR-02-22, 2002."},{"key":"BF02915281_CR24","unstructured":"J. York, S. Bohn, K. Pennock, and D. Lantrip, Clustering and dimensionality reduction in Spire. Proc. Symposium on Advanced Intelligence Processing and Analysis, p. 73, 1995."}],"container-title":["Computational Statistics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF02915281.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/BF02915281\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF02915281","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF02915281.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,30]],"date-time":"2025-01-30T17:29:49Z","timestamp":1738258189000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BF02915281"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004,2]]},"references-count":24,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2004,2]]}},"alternative-id":["BF02915281"],"URL":"https:\/\/doi.org\/10.1007\/bf02915281","relation":{},"ISSN":["0943-4062","1613-9658"],"issn-type":[{"type":"print","value":"0943-4062"},{"type":"electronic","value":"1613-9658"}],"subject":[],"published":{"date-parts":[[2004,2]]}}}