
This Article  
 
Share  
Bibliographic References  
Add to:  
Digg Furl Spurl Blink Simpy Del.icio.us Y!MyWeb  
Search  
 
ASCII Text  x  
Fernando V. Paulovich, Luis G. Nonato, Rosane Minghim, Haim Levkowitz, "Least Square Projection: A Fast HighPrecision Multidimensional Projection Technique and Its Application to Document Mapping," IEEE Transactions on Visualization and Computer Graphics, vol. 14, no. 3, pp. 564575, May/June, 2008.  
BibTex  x  
@article{ 10.1109/TVCG.2007.70443, author = {Fernando V. Paulovich and Luis G. Nonato and Rosane Minghim and Haim Levkowitz}, title = {Least Square Projection: A Fast HighPrecision Multidimensional Projection Technique and Its Application to Document Mapping}, journal ={IEEE Transactions on Visualization and Computer Graphics}, volume = {14}, number = {3}, issn = {10772626}, year = {2008}, pages = {564575}, doi = {http://doi.ieeecomputersociety.org/10.1109/TVCG.2007.70443}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }  
RefWorks Procite/RefMan/Endnote  x  
TY  JOUR JO  IEEE Transactions on Visualization and Computer Graphics TI  Least Square Projection: A Fast HighPrecision Multidimensional Projection Technique and Its Application to Document Mapping IS  3 SN  10772626 SP564 EP575 EPD  564575 A1  Fernando V. Paulovich, A1  Luis G. Nonato, A1  Rosane Minghim, A1  Haim Levkowitz, PY  2008 KW  Multivariate visualization KW  Data and knowledge visualization KW  Information visualization VL  14 JA  IEEE Transactions on Visualization and Computer Graphics ER   
[1] M.C.F. Oliveira and H. Levkowitz, “From Visual Data Exploration to Visual Data Mining: A Survey,” IEEE Trans. Visualization and Computer Graphics, vol. 9, no. 3, pp. 378394, JulySept. 2003.
[2] P. Berkhin, “Survey of Clustering Data Mining Techniques,” technical report, Accrue Software, 2002.
[3] K. Borner, C. Chen, and K. Boyack, “Visualizing Knowledge Domains,” Ann. Rev. Information Science and Technology, vol. 37, pp.151, 2003.
[4] F.V. Paulovich, L.G. Nonato, R. Minghim, and H. Levkovitz, “Visual Mapping of Text Collections through a Fast HighPrecision Projection Technique,” Proc. 10th Conf. Information Visualization (IV '06), pp. 282290, 2006.
[5] F.V. Paulovich, M.C.F. de Oliveira, and R. Mighim, “The Projection Explorer: A Flexible Tool for ProjectionBased Multidimensional Visualization,” Proc. 20th Brazilian Symp. Computer Graphics and Image Processing (SIBGRAPI '07), pp. 2734, 2007.
[6] E. Tejada, R. Minghim, and L.G. Nonato, “On Improved Projection Techniques to Support Visual Exploration of Multidimensional Data Sets,” Information Visualization, vol. 2, no. 4, pp. 218231, 2003.
[7] I.T. Jolliffe, Principal Component Analysis. SpringerVerlag, 1986.
[8] K.V. Mardia, J.T. Kent, and J.M. Bibby, “Multivariate Analysis,” Probability and Mathematical Statistics. Academic Press, 1995.
[9] T.F. Cox and M.A.A. Cox, Multidimensional Scaling, second ed. Chapman and Hall/CRC, 2000.
[10] J.W. Sammon, “A Nonlinear Mapping for Data Structure Analysis,” IEEE Trans. Computers, vol. 13, pp. 401409, May 1964.
[11] P. Demartines and J. Herault, “Curvilinear Component Analysis: A SelfOrganizing Neural Network for Nonlinear Mapping of Data Sets,” IEEE Trans. Neural Networks, vol. 8, no. 1, pp. 148154, Jan. 1997.
[12] L. Yang, “Sammon's Nonlinear Mapping Using Geodesic Distances,” Proc. 17th Int'l Conf. Pattern Recognition (ICPR '04), vol. 2, pp. 303306, 2004.
[13] J.B. Tenenbaum, V. de Silva, and J.C. Langford, “A Global Geometric Framework for Nonlinear Dimensionality Reduction,” Science, vol. 290, no. 5500, pp. 23192323, Dec. 2000.
[14] E. Pekalska, D. de Ridder, R.P.W. Duin, and M.A. Kraaijveld, “A New Method of Generalizing Sammon Mapping with Application to Algorithm SpeedUp,” Proc. Fifth Ann. Conf. Advanced School for Computing and Imaging (ASCI '99), pp. 221228, June 1999.
[15] T.M.J. Fruchterman and E.M. Reingold, “Graph Drawing by ForceDirected Placement,” Software—Practice and Experience, vol. 21, no. 11, pp. 11291164, 1991.
[16] P.A. Eades, “A Heuristic for Graph Drawing,” Congressus Numerantium, vol. 42, pp. 149160, 1984.
[17] F.V. Paulovich and R. Minghim, “Text Map Explorer: A Tool to Create and Explore Document Maps,” Proc. 10th Conf. Information Visualization (IV '06), pp. 245251, 2006.
[18] M. Chalmers, “A Linear Iteration Time Layout Algorithm for Visualising HighDimensional Data,” Proc. Seventh Conf. Visualization (VIS '96), pp. 127128, 1996.
[19] A. Morrison, G. Ross, and M. Chalmers, “A Hybrid Layout Algorithm for SubQuadratic Multidimensional Scaling,” Proc. IEEE Symp. Information Visualization (InfoVis '02), p. 152, 2002.
[20] A. Morrison, G. Ross, and M. Chalmers, “Fast Multidimensional Scaling through Sampling, Springs and Interpolation,” Information Visualization, vol. 2, no. 1, pp. 6877, 2003.
[21] A. Morrison and M. Chalmers, “A PivotBased Routine for Improved ParentFinding in Hybrid MDS,” Information Visualization, vol. 3, no. 2, pp. 109122, 2004.
[22] F. Jourdan and G. Melancon, “Multiscale Hybrid MDS,” Proc. Eighth Int'l Conf. Information Visualization (IV '04), pp. 388393, 2004.
[23] K. Andrews, W. Kienreich, V. Sabol, J. Becker, G. Droschl, F. Kappe, M. Granitzer, P. Auer, and K. Tochtermann, “The Infosky Visual Explorer: Exploiting Hierarchical Structure and Document Similarities,” Information Visualization, vol. 1, nos. 3/4, pp. 166181, 2002.
[24] J.A. Wise, J.J. Thomas, K. Pennock, D. Lantrip, M. Pottier, A. Schur, and V. Crow, “Visualizing the NonVisual: Spatial Analysis and Interaction with Information for Text Documents,” Readings in Information Visualization: Using Vision to Think, pp. 442450, Morgan Kaufmann, 1995.
[25] J.A. Wise, “The Ecological Approach to Text Visualization,” J. Am. Soc. Information Science, vol. 50, no. 13, pp. 12241233, Nov. 1999.
[26] ${\rm IN}\hbox{}{\rm SPIRE}^{TM}$ Visual Document Analysis. Pacific Northwest Nat'l Laboratory (PNL), http:/inspire.pnl.gov/, 2007.
[27] O. Sorkine and D. CohenOr, “LeastSquares Meshes,” Proc. Int'l Conf. Shape Modeling and Applications (SMI '04), pp. 191199, 2004.
[28] O. Sorkine, Y. Lipman, D. CohenOr, M. Alexa, C. Rössl, and H. Seidel, “Laplacian Surface Editing,” Proc. Eurographics/ACM SIGGRAPH Symp. Geometry Processing, pp. 179188, 2004.
[29] M.S. Floater, “Parametrization and Smooth Approximation of Surface Triangulations,” Computer Aided Geometric Design, vol. 4, no. 13, pp. 231250, 1997.
[30] W.T. Tutte, How to Draw a Graph, no. 13, pp. 743768, 1963.
[31] M. MartínMerino and A. Muñoz, “A New Sammon Algorithm for Sparse Data Visualization,” Proc. 17th Int'l Conf. Pattern Recoginition (ICPR), 2004.
[32] E.G. Chávez, R. BaezaYates, and J.L. Marroquín, “Searching in Metric Spaces,” ACM Computing Surveys, vol. 33, no. 3, pp. 273321, 2001.
[33] G. Salton, “Developments in Automatic Text Retrieval,” Science, vol. 253, pp. 974980, 1991.
[34] C. Faloutsos, K. Lin, “Fastmap: A Fast Algorithm for Indexing, Datamining and Visualization of Traditional and Multimedia Databases,” Proc. ACM SIGMOD '95, pp. 163174, 1995.
[35] S. Hettich and S.D. Bay, The UCI KDD Archive, http:/kdd.ics.uci.edu, 1999.
[36] J.B. Kruskal, “Multidimensional Scaling by Optimizing Goodness of Fit to a Nonmetric Hypothesis,” Psychometrika, vol. 29, pp. 115129, 1964.
[37] J.D. Fekete, G. Grinstein, and C. Plaisant, IEEE InfoVis 2004 Contest: The History of InfoVis, www.cs.umd.edu/hciliv04contest, 2004.
[38] R. Cilibrasi and P. Vitanyi, “Clustering by Compression,” IEEE Trans. Information Theory, vol. 51, no. 4, pp. 15231545, 2005.
[39] G.P. Telles, R. Minghim, and F.V. Paulovich, “Normalized Compression Distances for Visual Analysis of Document Collections,” Computers and Graphics, special issue on visual analytics, vol. 31, no. 3, pp. 327337, June 2007.
[40] J.H. Gennari, P. Langley, and D. Fisher, “Models of Incremental Concept Formation,” Artificial Intelligence, vol. 40, pp. 1161, 1989.
[41] J.R. Shewchuck, An Introduction to the Conjugate Gradient Method without the Agonizing Pain, http://www.cs.cmu.edu/quakepaperspainlessconjugategradient.ps , Aug. 1994.
[42] A.A. Lopes, R. Pinho, R. Minghim, and F.V. Paulovich, “Visual Text Mining Using Association Rules,” Computers and Graphics, special issue on visual analytics, vol. 31, no. 3, pp. 316326, June 2007.