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Volumn 17, Issue 12, 2011, Pages 2563-2571

Local Affine Multidimensional Projection

Author keywords

High dimensional data; Multidimensional projection; Visual data mining

Indexed keywords

COMPUTATIONAL TIME; HIGH DIMENSIONAL DATA; INTERACTIVE APPLICATIONS; LOCAL TRANSFORMATIONS; MULTIDIMENSIONAL PROJECTION; PROJECTION TECHNIQUES; VISUAL DATA MINING; VISUAL EXPLORATION;

EID: 84864255933     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2011.220     Document Type: Article
Times cited : (245)

References (36)
  • 1
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput., 15(6):1373-1396, 2003.
    • (2003) Neural Comput. , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 3
    • 38149007264 scopus 로고    scopus 로고
    • Eigensolver methods for progressive multidimensional scaling of large data
    • M. Kaufmann and D.Wagner, editors
    • U. Brandes and C. Pich. Eigensolver methods for progressive multidimensional scaling of large data. In M. Kaufmann and D.Wagner, editors, LNCS, volume 4372, pages 42-53. 2007.
    • (2007) LNCS , vol.4372 , pp. 42-53
    • Brandes, U.1    Pich, C.2
  • 6
    • 0030406791 scopus 로고    scopus 로고
    • A linear iteration time layout algorithm for visualising high-dimensional data
    • M. Chalmers. A linear iteration time layout algorithm for visualising high-dimensional data. In IEEE Visualization, pages 127-ff., 1996.
    • (1996) IEEE Visualization , pp. 127
    • Chalmers, M.1
  • 7
  • 10
    • 84899009769 scopus 로고    scopus 로고
    • Global versus local methods in nonlinear dimensionality reduction
    • MIT Press
    • V. de Silva and J. B. Tenenbaum. Global versus local methods in nonlinear dimensionality reduction. In Advances in Neural Information Processing Systems 15, pages 705-712. MIT Press, 2003.
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 705-712
    • De Silva, V.1    Tenenbaum, J.B.2
  • 12
    • 84976803260 scopus 로고
    • FastMap: A fast algorithm for indexing, datamining and visualization of traditional and multimedia databases
    • C. Faloutsos and K. Lin. FastMap: A fast algorithm for indexing, datamining and visualization of traditional and multimedia databases. In ACM SIGMOD, pages 163-174, 1995.
    • (1995) ACM SIGMOD , pp. 163-174
    • Faloutsos, C.1    Lin, K.2
  • 13
    • 0041940256 scopus 로고    scopus 로고
    • Object class recognition by unsupervised scale-invariant learning
    • R. Fergus, P. Perona, and A. Zisserman. Object class recognition by unsupervised scale-invariant learning. In CVPR, volume 2, pages 264-271, 2003.
    • (2003) CVPR , vol.2 , pp. 264-271
    • Fergus, R.1    Perona, P.2    Zisserman, A.3
  • 20
    • 84935030768 scopus 로고    scopus 로고
    • ACE: A fast multiscale eigenvectors computation for drawing huge graphs
    • Y. Koren, L. Carmel, and D. Harel. ACE: A fast multiscale eigenvectors computation for drawing huge graphs. In IEEE Information Visualization, pages 137-144, 2002.
    • (2002) IEEE Information Visualization , pp. 137-144
    • Koren, Y.1    Carmel, L.2    Harel, D.3
  • 21
    • 24944533365 scopus 로고
    • Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
    • J. B. Kruskal. Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika, 29:115-129, 1964.
    • (1964) Psychometrika , vol.29 , pp. 115-129
    • Kruskal, J.B.1
  • 22
    • 84948741096 scopus 로고    scopus 로고
    • A hybrid layout algorithm for sub-quadratic multidimensional scaling
    • A. Morrison, G. Ross, and M. Chalmers. A hybrid layout algorithm for sub-quadratic multidimensional scaling. In IEEE Information Visualization, pages 152-158, 2002.
    • (2002) IEEE Information Visualization , pp. 152-158
    • Morrison, A.1    Ross, G.2    Chalmers, M.3
  • 23
    • 80955137017 scopus 로고    scopus 로고
    • Piecewise laplacian-based projection for interactive data exploration and organization
    • F. V. Paulovich, D. M. Eler, J. Poco, C. P. Botha, R. Minghim, and L. G. Nonato. Piecewise laplacian-based projection for interactive data exploration and organization. Computer Graphics Forum, 30(3):1091-1100, 2011.
    • (2011) Computer Graphics Forum , vol.30 , Issue.3 , pp. 1091-1100
    • Paulovich, F.V.1    Eler, D.M.2    Poco, J.3    Botha, C.P.4    Minghim, R.5    Nonato, L.G.6
  • 25
    • 41549088933 scopus 로고    scopus 로고
    • Least square projection: A fast high-precision multidimensional projection technique and its application to document mapping
    • F. V. Paulovich, L. G. Nonato, R. Minghim, and H. Levkowitz. Least square projection: A fast high-precision multidimensional projection technique and its application to document mapping. IEEE Trans. Visual. Comp. Graph., 14(3):564-575, 2008.
    • (2008) IEEE Trans. Visual. Comp. Graph. , vol.14 , Issue.3 , pp. 564-575
    • Paulovich, F.V.1    Nonato, L.G.2    Minghim, R.3    Levkowitz, H.4
  • 27
    • 0342672666 scopus 로고    scopus 로고
    • A new method of generalizing Sammon mapping with application to algorithm speed-up
    • M. Boasson, J. A. Kaandorp, J. F. M. Tonino, and M. G. Vosselman, editors
    • E. Pekalska, D. de Ridder, R. P. W. Duin, and M. A. Kraaijveld. A new method of generalizing Sammon mapping with application to algorithm speed-up. In M. Boasson, J. A. Kaandorp, J. F. M. Tonino, and M. G. Vosselman, editors, Annual Conf. Advanced School for Comput. Imag., pages 221-228, 1999.
    • (1999) Annual Conf. Advanced School for Comput. Imag. , pp. 221-228
    • Pekalska, E.1    De Ridder, D.2    Duin, R.P.W.3    Kraaijveld, M.A.4
  • 28
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • December
    • S. T. Roweis and L. K. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, December 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 29
    • 0000417994 scopus 로고
    • Developments in automatic text retrieval
    • G. Salton. Developments in automatic text retrieval. Science, 253:974- 980, 1991.
    • (1991) Science , vol.253 , pp. 974-980
    • Salton, G.1
  • 30
    • 33749261433 scopus 로고    scopus 로고
    • Image deformation using moving least squares
    • S. Schaefer, T. McPhail, and J.Warren. Image deformation using moving least squares. ACM Trans. Graph., 25(3):533-540, 2006.
    • (2006) ACM Trans. Graph. , vol.25 , Issue.3 , pp. 533-540
    • Schaefer, S.1    McPhail, T.2    Warren, J.3
  • 32
    • 33645662798 scopus 로고    scopus 로고
    • On improved projection techniques to support visual exploration of multidimensional data sets
    • E. Tejada, R. Minghim, and L. G. Nonato. On improved projection techniques to support visual exploration of multidimensional data sets. Information Visualization, 2(4):218-231, 2003.
    • (2003) Information Visualization , vol.2 , Issue.4 , pp. 218-231
    • Tejada, E.1    Minghim, R.2    Nonato, L.G.3
  • 33
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • December
    • J. B. Tenenbaum, V. de Silva, and J. C. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 290(5500):2319-2323, December 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 34
    • 0013824247 scopus 로고
    • Multidimensional scaling of similarity
    • W. S. Torgeson. Multidimensional scaling of similarity. Psychometrika, 30:379-393, 1965.
    • (1965) Psychometrika , vol.30 , pp. 379-393
    • Torgeson, W.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.