-
2
-
-
0000974551
-
Plots of high dimensional data
-
D. F. Andrews. Plots of high dimensional data. Biometrics, 28:125-136, 1972.
-
(1972)
Biometrics
, vol.28
, pp. 125-136
-
-
Andrews, D.F.1
-
3
-
-
16244385298
-
Uncovering clusters in crowded parallel coordinates visualizations
-
Austin, Texas, USA, October
-
A. O. Artero, M. C. F. de Olivera, and H. Levkowitz. Uncovering clusters in crowded parallel coordinates visualizations. In Proceedings of the IEEE Symposium on Information Visualization 2004, pages 81-88, Austin, Texas, USA, October 2004.
-
(2004)
Proceedings of the IEEE Symposium on Information Visualization 2004
, pp. 81-88
-
-
Artero, A.O.1
De Olivera, M.C.F.2
Levkowitz, H.3
-
6
-
-
0023346285
-
Brushing scatterplots
-
A. Becker and S. Cleveland. Brushing scatterplots. Technometrics, 29(2):127-142, 1987.
-
(1987)
Technometrics
, vol.29
, Issue.2
, pp. 127-142
-
-
Becker, A.1
Cleveland, S.2
-
7
-
-
84993680982
-
PAd++: A zooming graphical interface for exploring alternate interface physics
-
New York, NY, USA, ACM Press
-
B. B. Bederson and J. D. Hollan. Pad++: a zooming graphical interface for exploring alternate interface physics. In UIST'94: Proceedings of the 7th annual ACM symposium on User interface software and technology, pages 17-26, New York, NY, USA, 1994. ACM Press.
-
(1994)
UIST'94: Proceedings of the 7th Annual ACM Symposium on User Interface Software and Technology
, pp. 17-26
-
-
Bederson, B.B.1
Hollan, J.D.2
-
8
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 15(6):1373-1396, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
9
-
-
0040422437
-
Magnification factors for the som and the gtm algorithms
-
Helsinki, Finland
-
C. M. Bishop, M. Svensén, and C. K. I. Williams. Magnification factors for the som and the gtm algorithms. In Proceedings of the Workshop on Self-Organizing Maps (WSOM 97), pages 333-338, Helsinki, Finland, 1997.
-
(1997)
Proceedings of the Workshop on Self-Organizing Maps (WSOM 97)
, pp. 333-338
-
-
Bishop, C.M.1
Svensén, M.2
Williams, C.K.I.3
-
10
-
-
0344110441
-
Developments of the generative topographic mapping
-
C. M. Bishop, M. Svensén, and C. K. I. Williams. Developments of the generative topographic mapping. Neurocomputing, 21:203-224, 1998.
-
(1998)
Neurocomputing
, vol.21
, pp. 203-224
-
-
Bishop, C.M.1
Svensén, M.2
Williams, C.K.I.3
-
11
-
-
0347963789
-
GTM: The generative topographic mapping
-
C. M. Bishop, M. Svensén, and C. K. I. Williams. GTM: The generative topographic mapping. Neural Computation, 10(1):215-234, 1998.
-
(1998)
Neural Computation
, vol.10
, Issue.1
, pp. 215-234
-
-
Bishop, C.M.1
Svensén, M.2
Williams, C.K.I.3
-
15
-
-
22944469395
-
Top 10 unsolved information visualization problems
-
July/August
-
C. Chen. Top 10 unsolved information visualization problems. IEEE Computer Graphics and Applications, 25(4):12-16, July/August 2005.
-
(2005)
IEEE Computer Graphics and Applications
, vol.25
, Issue.4
, pp. 12-16
-
-
Chen, C.1
-
16
-
-
84949331034
-
The use of faces to represent points in k-dimensional space graphically
-
H. Chernoff. The use of faces to represent points in k-dimensional space graphically. Journal of the American Statistical Association, 68:361-368, 1973.
-
(1973)
Journal of the American Statistical Association
, vol.68
, pp. 361-368
-
-
Chernoff, H.1
-
18
-
-
0032304798
-
An operator interaction framework for visualization systems
-
Research Triangle Park, North Carolina, USA, October
-
E. H. Chi and J. T. Riedl. An operator interaction framework for visualization systems. In Proceedings of the IEEE Symposium on Information Visualization (InfoVis'98), pages 63-70, Research Triangle Park, North Carolina, USA, October 1998.
-
(1998)
Proceedings of the IEEE Symposium on Information Visualization (InfoVis'98)
, pp. 63-70
-
-
Chi, E.H.1
Riedl, J.T.2
-
20
-
-
0030736375
-
Curvilinear component analysis: A self-organizing neural network for nonlinear mapping of data sets
-
P. Demartines and J. Hérault. Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets. IEEE Transactions on Neural Networks, 8(1):148-154, 1997.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.1
, pp. 148-154
-
-
Demartines, P.1
Hérault, J.2
-
21
-
-
0003549017
-
Principal component neural networks: Theory and applications
-
John Wiley & Sons
-
K. Diamantaras and S.-Y. Kung. Principal Component Neural Networks: Theory and Applications. Adaptive and Learning System. John Wiley & Sons, 1996.
-
(1996)
Adaptive and Learning System
-
-
Diamantaras, K.1
Kung, S.-Y.2
-
25
-
-
1042275194
-
-
Technical Report UCRL-ID-148494, Lawrence Livermore National Laboratory, June
-
I. K. Fodor. A survey of dimension reduction techniques. Technical Report UCRL-ID-148494, Lawrence Livermore National Laboratory, June 2002.
-
(2002)
A Survey of Dimension Reduction Techniques
-
-
Fodor, I.K.1
-
26
-
-
0016102310
-
A projection pursuit algorithm for exploratory data analysis
-
J. H. Friedman and J. W. Tukey. A projection pursuit algorithm for exploratory data analysis. IEEE Transactions on Computers, C-23(9):881-890, 1974.
-
(1974)
IEEE Transactions on Computers
, vol.C-23
, Issue.9
, pp. 881-890
-
-
Friedman, J.H.1
Tukey, J.W.2
-
28
-
-
0034172312
-
Structure-based brushes: A mechanism for navigating hierarchically organized data and information spaces
-
April-June
-
Y. Fua, M. Ward, and E. Rundensteiner. Structure-based brushes: A mechanism for navigating hierarchically organized data and information spaces. IEEE Transactions Visu alization and Computer Graphics, 6(2):150-159, April-June 2000.
-
(2000)
IEEE Transactions Visu Alization and Computer Graphics
, vol.6
, Issue.2
, pp. 150-159
-
-
Fua, Y.1
Ward, M.2
Rundensteiner, E.3
-
29
-
-
11144321487
-
Using Andrews curves for clustering and sub-clustering self-organizing maps
-
Bruges (Belgium), April
-
C. García-Osorio, J. Maudes, and C. Fyfe. Using Andrews curves for clustering and sub-clustering self-organizing maps. In Proceedings of XIIth European Symposium on Artificial Neural Networks (ESANN 2004), pages 477-482, Bruges (Belgium), April 2004.
-
(2004)
Proceedings of XIIth European Symposium on Artificial Neural Networks (ESANN 2004)
, pp. 477-482
-
-
García-Osorio, C.1
Maudes, J.2
Fyfe, C.3
-
30
-
-
77953556501
-
Visualisation interactive d'information
-
M. Hascoët and M. Beaudouin-Lafon. Visualisation interactive d'information. Revue I3, 1(1):77-108, 2001.
-
(2001)
Revue I3
, vol.1
, Issue.1
, pp. 77-108
-
-
Hascoët, M.1
Beaudouin-Lafon, M.2
-
32
-
-
0029333106
-
Visualizing real-time multivariate data using preattentive processing
-
July
-
C. G. Healey, K. S. Booth, and J. T. Enns. Visualizing real-time multivariate data using preattentive processing. ACM Transactions on Modeling and Computer Simulation, 5(3):190-221, July 1995.
-
(1995)
ACM Transactions on Modeling and Computer Simulation
, vol.5
, Issue.3
, pp. 190-221
-
-
Healey, C.G.1
Booth, K.S.2
Enns, J.T.3
-
33
-
-
0033872934
-
Graph visualization and navigation in information visualisation
-
I. Herman, G. Melançon, and M. Scott Marshall. Graph visualization and navigation in information visualisation. IEEE Transactions on Visualization and Computer Graphics, 6(1):24-43, 2000.
-
(2000)
IEEE Transactions on Visualization and Computer Graphics
, vol.6
, Issue.1
, pp. 24-43
-
-
Herman, I.1
Melançon, G.2
Scott Marshall, M.3
-
34
-
-
84856441301
-
-
PhD thesis, Helsinki University of Technology, Espoo (Finland), November
-
J. Himberg. From Insights to Innovations: Data Mining, Visualization, and User Interfaces. PhD thesis, Helsinki University of Technology, Espoo (Finland), November 2004.
-
(2004)
From Insights to Innovations: Data Mining, Visualization, and User Interfaces
-
-
Himberg, J.1
-
35
-
-
0032592795
-
HD-Eye: Visual mining of high-dimensional data
-
September/October
-
A. Hinneburg, D. Keim, and M. Wawryniuk. Hd-eye: Visual mining of high-dimensional data,. IEEE Computer Graphics and Applications, 19(5):22-31, September/October 1999.
-
(1999)
IEEE Computer Graphics and Applications
, vol.19
, Issue.5
, pp. 22-31
-
-
Hinneburg, A.1
Keim, D.2
Wawryniuk, M.3
-
37
-
-
0000466122
-
Survey on independent component analysis
-
A. Hyvärinen. Survey on independent component analysis. Neural Computing Surveys, 2:94-128, 1999.
-
(1999)
Neural Computing Surveys
, vol.2
, pp. 94-128
-
-
Hyvärinen, A.1
-
38
-
-
28444464348
-
The plane with parallel coordinates
-
December
-
A. Inselberg. The plane with parallel coordinates. The Visual Computer, 1(4):69-91, December 1985.
-
(1985)
The Visual Computer
, vol.1
, Issue.4
, pp. 69-91
-
-
Inselberg, A.1
-
39
-
-
0025568642
-
Parallel coordinates: A tool for visualizing multi-dimensional geometry
-
San Francisco (USA), October
-
A. Inselberg and B. Dimsdale. Parallel coordinates: a tool for visualizing multi-dimensional geometry. In Proceedings of the First IEEE Conference on Visualization, pages 361-378, San Francisco (USA), October 1990.
-
(1990)
Proceedings of the First IEEE Conference on Visualization
, pp. 361-378
-
-
Inselberg, A.1
Dimsdale, B.2
-
41
-
-
0026191274
-
Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture
-
C. Jutten and J. Hérault. Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture. Signal Processing, 24:1-10, 1991.
-
(1991)
Signal Processing
, vol.24
, pp. 1-10
-
-
Jutten, C.1
Hérault, J.2
-
42
-
-
2942522853
-
Trustworthiness and metrics in visualizing similarity of gene expression
-
S. Kaski, J. Nikkila, M. Oja, J. Venna, P. Toronen, and E. Castren. Trustworthiness and metrics in visualizing similarity of gene expression. BMC Bioinformatics, 4, 2003.
-
(2003)
BMC Bioinformatics
, vol.4
-
-
Kaski, S.1
Nikkila, J.2
Oja, M.3
Venna, J.4
Toronen, P.5
Castren, E.6
-
43
-
-
0033897901
-
Designing pixel-oriented visualization techniques: Theory and applications
-
D. A. Keim. Designing pixel-oriented visualization techniques: Theory and applications. IEEE Transactions on Visualization and Computer Graphics, 6(1):59-78, 2000.
-
(2000)
IEEE Transactions on Visualization and Computer Graphics
, vol.6
, Issue.1
, pp. 59-78
-
-
Keim, D.A.1
-
44
-
-
0036264672
-
Information visualization and visual data mining
-
January-March
-
D. A. Keim. Information visualization and visual data mining. IEEE Transactions on Visualization and Computer Graphics, 7(1):100-107, January-March 2002.
-
(2002)
IEEE Transactions on Visualization and Computer Graphics
, vol.7
, Issue.1
, pp. 100-107
-
-
Keim, D.A.1
-
45
-
-
0028514142
-
VisDB: Database exploration using multidimensional visualization
-
September
-
D. A. Keim and H.-P. Kriegel. VisDB: database exploration using multidimensional visualization. Computer Graphics and Applications, 14(5):40-49, September 1994.
-
(1994)
Computer Graphics and Applications
, vol.14
, Issue.5
, pp. 40-49
-
-
Keim, D.A.1
Kriegel, H.-P.2
-
47
-
-
0344981358
-
Visual data mining modeling techniques for the visualization of mining outcomes
-
I. Kopanakis and B. Theodoulidis. Visual data mining modeling techniques for the visualization of mining outcomes. Journal of Visual Languages and Computing, 14:543-589, 2003.
-
(2003)
Journal of Visual Languages and Computing
, vol.14
, pp. 543-589
-
-
Kopanakis, I.1
Theodoulidis, B.2
-
48
-
-
0041654220
-
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, 29:1-27, 1964.
-
(1964)
Psychometrika
, vol.29
, pp. 1-27
-
-
Kruskal, J.B.1
-
49
-
-
24944533365
-
Nonmetric multidimensional scaling: A numerical method
-
J. B. Kruskal. Nonmetric multidimensional scaling: a numerical method. Psychometrika, 29:115-129, 1964.
-
(1964)
Psychometrika
, vol.29
, pp. 115-129
-
-
Kruskal, J.B.1
-
50
-
-
0029178750
-
A focus+context technique based on hyperbolic geometry for visualizing large hierarchies
-
J. Lamping, R. Rao, and P. Pirolli. A focus+context technique based on hyperbolic geometry for visualizing large hierarchies. In Proc. ACM Conf. Human Factors in Computing Systems, CHI, pages 401-408. ACM, 1995.
-
(1995)
Proc. ACM Conf. Human Factors in Computing Systems, CHI
, pp. 401-408
-
-
Lamping, J.1
Rao, R.2
Pirolli, P.3
-
51
-
-
0025548590
-
Exploring n-dimensional databases
-
San Francisco (USA), October
-
J. LeBlanc, M. O. Ward, and N. Wittels. Exploring n-dimensional databases. In Proceedings of the First IEEE Conference on Visualization, pages 230-237, San Francisco (USA), October 1990.
-
(1990)
Proceedings of the First IEEE Conference on Visualization
, pp. 230-237
-
-
LeBlanc, J.1
Ward, M.O.2
Wittels, N.3
-
52
-
-
1542680971
-
Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis
-
March
-
J. A. Lee, A. Lendasse, and M. Verleysen. Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis. Neurocomputing, 57:49-76, March 2004.
-
(2004)
Neurocomputing
, vol.57
, pp. 49-76
-
-
Lee, J.A.1
Lendasse, A.2
Verleysen, M.3
-
53
-
-
21744433228
-
Nonlinear dimensionality reduction of data manifolds with essential loops
-
August Special on Geometrical Methods in Neural Networks and Learning
-
J. A. Lee and M. Verleysen. Nonlinear dimensionality reduction of data manifolds with essential loops. Neurocomputing, 67:29-53, August 2005. Special issue on Geometrical Methods in Neural Networks and Learning.
-
(2005)
Neurocomputing
, vol.67
, pp. 29-53
-
-
Lee, J.A.1
Verleysen, M.2
-
54
-
-
84976833679
-
A review and taxonomy of distortion-oriented presentation techniques
-
Y. K. Leung and M. D. Apperley. A review and taxonomy of distortion-oriented presentation techniques. ACM Trans. Comput.-Hum. Interact., 1(2):126-160, 1994.
-
(1994)
ACM Trans. Comput.-Hum. Interact.
, vol.1
, Issue.2
, pp. 126-160
-
-
Leung, Y.K.1
Apperley, M.D.2
-
55
-
-
0029270805
-
Artificial neural networks for feature extraction and multivariate data projection
-
March
-
J. Mao and A. K. Jain. Artificial neural networks for feature extraction and multivariate data projection. IEEE Transactions on Neural Networks, 6(2):296-317, March 1995.
-
(1995)
IEEE Transactions on Neural Networks
, vol.6
, Issue.2
, pp. 296-317
-
-
Mao, J.1
Jain, A.K.2
-
56
-
-
0027632248
-
Neural-gas” network for vector quantization and its application to time-series prediction
-
T. M. Martinetz, S. G. Berkovich, and K. J. Schulten. “neural-gas” network for vector quantization and its application to time-series prediction. IEEE Transactions on Neural Networks, 4(4):558-569, 1993.
-
(1993)
IEEE Transactions on Neural Networks
, vol.4
, Issue.4
, pp. 558-569
-
-
Martinetz, T.M.1
Berkovich, S.G.2
Schulten, K.J.3
-
57
-
-
84890288907
-
A hierarchically growing hyperbolic self-organizing map for rapid structuring of large data sets
-
Paris (France), September
-
J. Ontrup and H. Ritter. A hierarchically growing hyperbolic self-organizing map for rapid structuring of large data sets. In Proceedings of the 5th Workshop on Self-Organizing Maps (WSOM 05), Paris (France), September 2005.
-
(2005)
Proceedings of the 5th Workshop on Self-Organizing Maps (WSOM 05)
-
-
Ontrup, J.1
Ritter, H.2
-
59
-
-
0024175034
-
Iconographic displays for visualizing multidimensional data
-
August
-
R. M. Pickett and G. G. Grinstein. Iconographic displays for visualizing multidimensional data. In Proceedings of the 1988 IEEE International Conference on Systems, Man, and Cybernetics, volume 1, pages 514-519, August 1988.
-
(1988)
Proceedings of the 1988 IEEE International Conference on Systems, Man, and Cybernetics
, vol.1
, pp. 514-519
-
-
Pickett, R.M.1
Grinstein, G.G.2
-
61
-
-
84886999298
-
Graph projection techniques for self-organizing maps
-
Bruges (Belgium), April
-
G. Pölzlbauer, A. Rauber, and M. Dittenbach. Graph projection techniques for self-organizing maps. In Proceedings of XIIIth European Symposium on Artificial Neural Networks (ESANN 2005), pages 533-538, Bruges (Belgium), April 2005.
-
(2005)
Proceedings of XIIIth European Symposium on Artificial Neural Networks (ESANN 2005)
, pp. 533-538
-
-
Pölzlbauer, G.1
Rauber, A.2
Dittenbach, M.3
-
62
-
-
0028013807
-
The table lens: Merging graphical and symbolic representations in an interactive focus+context visualization for tabular information
-
Boston, MA, April
-
R. Rao and S. K. Card. The table lens: Merging graphical and symbolic representations in an interactive focus+context visualization for tabular information. In Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems, pages 318-322, Boston, MA, April 1994.
-
(1994)
Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems
, pp. 318-322
-
-
Rao, R.1
Card, S.K.2
-
63
-
-
0032592794
-
Discovery visualization using fast clustering
-
W. Ribarsky, J. Katz, F. Jiang, and A. Holland. Discovery visualization using fast clustering. IEEE Computer Graphics and Applications, 19(5):32-39, 1999.
-
(1999)
IEEE Computer Graphics and Applications
, vol.19
, Issue.5
, pp. 32-39
-
-
Ribarsky, W.1
Katz, J.2
Jiang, F.3
Holland, A.4
-
64
-
-
0002129811
-
Self-organizing maps in non-euclidean spaces
-
E. Oja and S. Kaski, editors, Elsevier, Amsterdam
-
H. Ritter. Self-organizing maps in non-euclidean spaces. In E. Oja and S. Kaski, editors, Kohonen Maps, pages 97-108. Elsevier, Amsterdam, 1999.
-
(1999)
Kohonen Maps
, pp. 97-108
-
-
Ritter, H.1
-
65
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
December
-
S. T. Roweis and L. K. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(22):2323-2326, December 2000.
-
(2000)
Science
, vol.290
, Issue.22
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
66
-
-
84887006810
-
A nonlinear mapping for data structure analysis
-
May
-
J. W. Sammon. A nonlinear mapping for data structure analysis. IEEE Transactions on Computer, C-18(5):401-409, May 1969.
-
(1969)
IEEE Transactions on Computer
, vol.C-18
, Issue.5
, pp. 401-409
-
-
Sammon, J.W.1
-
67
-
-
2342517502
-
Think globally, fit locally: Unsupervised learning of low dimensional manifolds
-
L. K. Saul and S. T. Roweis. Think globally, fit locally: Unsupervised learning of low dimensional manifolds. Journal of Machine Learning Research, 4:119-155, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 119-155
-
-
Saul, L.K.1
Roweis, S.T.2
-
68
-
-
33750733400
-
Spectral methods for dimensionality reduction
-
B. Schölkopf, O. Chapelle, and A. Zien, editors, MIT Press, Cambridge, MA, press
-
L. K. Saul, K. Q. Weinberger, F. Sha, J. Ham, and D. D. Lee. Spectral methods for dimensionality reduction. In B. Schölkopf, O. Chapelle, and A. Zien, editors, Semisupervised Learning. MIT Press, Cambridge, MA, 2006. In press.
-
(2006)
Semisupervised Learning
-
-
Saul, L.K.1
Weinberger, K.Q.2
Sha, F.3
Ham, J.4
Lee, D.D.5
-
69
-
-
0002570938
-
Kernel principal component analysis
-
B. Schölkopf, C. J. C. Burges, and A. J. Smola, editors, MIT Press, Cambridge, MA, USA
-
B. Schölkopf, A. J. Smola, and K.-R. Müller. Kernel principal component analysis. In B. Schölkopf, C. J. C. Burges, and A. J. Smola, editors, Advances in Kernel Methods - Support Vector Learning, pages 327-352. MIT Press, Cambridge, MA, USA, 1999.
-
(1999)
Advances in Kernel Methods - Support Vector Learning
, pp. 327-352
-
-
Schölkopf, B.1
Smola, A.J.2
Müller, K.-R.3
-
71
-
-
84976715951
-
Tree visualization with tree-maps: 2-d space-filling approach
-
B. Shneiderman. Tree visualization with tree-maps: 2-d space-filling approach. ACM Trans. Graph., 11(1):92-99, 1992.
-
(1992)
ACM Trans. Graph.
, vol.11
, Issue.1
, pp. 92-99
-
-
Shneiderman, B.1
-
72
-
-
0015362626
-
The surgical implication of physiologic patterns in myocardial infarction shock
-
J. H. Siegel, E. J. Farrell, R. Goldwyn, and H. Friedman. The surgical implication of physiologic patterns in myocardial infarction shock. Surgery, 72:126-141, 1972.
-
(1972)
Surgery
, vol.72
, pp. 126-141
-
-
Siegel, J.H.1
Farrell, E.J.2
Goldwyn, R.3
Friedman, H.4
-
75
-
-
0034704229
-
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(22):2319-2323, December 2000.
-
(2000)
Science
, vol.290
, Issue.22
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
76
-
-
0036565797
-
Hierarchical GTM: Constructing localized non-linear projection manifolds in a principled way
-
P. Tino and I. Nabney. Hierarchical gtm: Constructing localized non-linear projection manifolds in a principled way. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(5):639-656, 2002.
-
(2002)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.24
, Issue.5
, pp. 639-656
-
-
Tino, P.1
Nabney, I.2
-
77
-
-
0033556788
-
Mixtures of probabilistic principal component analyzers
-
M. E. Tipping and C. M. Bishop. Mixtures of probabilistic principal component analyzers. Neural Computation, 11(2):443-482, 1999.
-
(1999)
Neural Computation
, vol.11
, Issue.2
, pp. 443-482
-
-
Tipping, M.E.1
Bishop, C.M.2
-
79
-
-
84950351930
-
Multidimensional scaling: I. Theory and method
-
W. S. Torgerson. Multidimensional scaling: I. theory and method. Psychometrika, 17:401-419, 1952.
-
(1952)
Psychometrika
, vol.17
, pp. 401-419
-
-
Torgerson, W.S.1
-
82
-
-
84958976659
-
Neighborhood preservation in nonlinear projection methods: An experimental study
-
G. Dorffner, H. Bischof, and K. Hornik, editors, Berlin, Springer
-
J. Venna and S. Kaski. Neighborhood preservation in nonlinear projection methods: An experimental study. In G. Dorffner, H. Bischof, and K. Hornik, editors, Proceedings of the International Conference on Artificial Neural Networks (ICANN 2001), pages 485-491, Berlin, 2001. Springer.
-
(2001)
Proceedings of the International Conference on Artificial Neural Networks (ICANN 2001)
, pp. 485-491
-
-
Venna, J.1
Kaski, S.2
-
83
-
-
38049168357
-
Som-based data visualization methods
-
J. Vesanto. Som-based data visualization methods. Intelligent Data Analysis, 3(2):111-126, 1999.
-
(1999)
Intelligent Data Analysis
, vol.3
, Issue.2
, pp. 111-126
-
-
Vesanto, J.1
-
84
-
-
0348129885
-
-
PhD thesis, Helsinki University of Technology, Espoo (Finland), May Acta Polytechnica Scandinavica, Mathematics and Computing Series 115
-
J. Vesanto. Data Exploration Process Based on the Self-Organizing Map. PhD thesis, Helsinki University of Technology, Espoo (Finland), May 2002. Acta Polytechnica Scandinavica, Mathematics and Computing Series No. 115.
-
(2002)
Data Exploration Process Based on the Self-Organizing Map
-
-
Vesanto, J.1
-
85
-
-
0034187075
-
Probabilistic principal component subspaces: A hierarchical finite mixture model for data visualization
-
May
-
Y. Wang, L. Luo, M. T. Freedman, and S.-Y. Kung. Probabilistic principal component subspaces: A hierarchical finite mixture model for data visualization. IEEE Transactions on Neural Networks, 11(3):625-636, May 2000.
-
(2000)
IEEE Transactions on Neural Networks
, vol.11
, Issue.3
, pp. 625-636
-
-
Wang, Y.1
Luo, L.2
Freedman, M.T.3
Kung, S.-Y.4
-
86
-
-
1842538997
-
A taxonomy of glyph placement strategies for multidimensional data visualization
-
December
-
M. O. Ward. A taxonomy of glyph placement strategies for multidimensional data visualization. Information Visualization, 1(3-4):194-210, December 2002.
-
(2002)
Information Visualization
, vol.1
, Issue.3-4
, pp. 194-210
-
-
Ward, M.O.1
-
87
-
-
4644281756
-
Finding needles in large-scale multivariate data haystacks
-
September/October
-
M. O. Ward. Finding needles in large-scale multivariate data haystacks. IEEE Computer Graphics and Applications, pages 16-19, September/October 2004.
-
(2004)
IEEE Computer Graphics and Applications
, pp. 16-19
-
-
Ward, M.O.1
|