-
3
-
-
1842583476
-
A similarity-based robust clustering method
-
Apr
-
M. S. Yang and K. L. Wu, "A similarity-based robust clustering method," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 4, pp. 434-448, Apr. 2004.
-
(2004)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.26
, Issue.4
, pp. 434-448
-
-
Yang, M.S.1
Wu, K.L.2
-
4
-
-
58149421595
-
Analysis of a complex of statistical variables into principal components
-
H. Hotelling, "Analysis of a complex of statistical variables into principal components," J. Educ. Psychol., vol. 24, pp. 417-441, 1933.
-
(1933)
J. Educ. Psychol
, vol.24
, pp. 417-441
-
-
Hotelling, H.1
-
6
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, pp. 2319-2323, 2000.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
de Silva, V.2
Langford, J.C.3
-
7
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
S. T. Rowei and L. K. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, pp. 2323-2326, 2000.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Rowei, S.T.1
Saul, L.K.2
-
8
-
-
0030736375
-
Curvilinear component analysis: A self-organizing neural network for nonlinear mapping of data sets
-
Jan
-
P. Demartines and J. Herault, "Curvilinear component analysis: A self-organizing neural network for nonlinear mapping of data sets," IEEE Trans. Neural Netw., vol. 8, no. 1, pp. 148-154, Jan. 1997.
-
(1997)
IEEE Trans. Neural Netw
, vol.8
, Issue.1
, pp. 148-154
-
-
Demartines, P.1
Herault, J.2
-
9
-
-
0037059052
-
A self-organizing principle for learning nonlinear manifolds
-
D. K. Agrafiotis and H. Xu, "A self-organizing principle for learning nonlinear manifolds," Proc. Nat. Arad. Sci., pp. 15 869-15 872, 2002.
-
(2002)
Proc. Nat. Arad. Sci
, vol.869 -15
, Issue.872
, pp. 15
-
-
Agrafiotis, D.K.1
Xu, H.2
-
11
-
-
0347963789
-
GTM: The generative topographic mapping
-
C. M. Bishop, M. Svensén, and C. K. I. Williams, "GTM: The generative topographic mapping," Neural Comput., vol. 10, pp. 215-234, 1998.
-
(1998)
Neural Comput
, vol.10
, pp. 215-234
-
-
Bishop, C.M.1
Svensén, M.2
Williams, C.K.I.3
-
13
-
-
0029410705
-
Self-organization as an iterative kernel smoothing process
-
F. Mulier and V. Cherkassky, "Self-organization as an iterative kernel smoothing process," Neural Comput., vol. 7, pp. 1165-1177, 1995.
-
(1995)
Neural Comput
, vol.7
, pp. 1165-1177
-
-
Mulier, F.1
Cherkassky, V.2
-
15
-
-
0002129811
-
Self-Organizing Maps in Non-Euclidian Spaces, E. Oja, S
-
Amsterdam, The Netherlands: Elsevier
-
H. Ritter, Self-Organizing Maps in Non-Euclidian Spaces, E. Oja, S. Kaski, and Editors, Eds. Amsterdam, The Netherlands: Elsevier, 1999, pp. 97-110.
-
(1999)
Kaski, and Editors, Eds
, pp. 97-110
-
-
Ritter, H.1
-
16
-
-
0028748949
-
Growing cell structures- a self-organizing network for unsupervised and supervised learning
-
B. Fritzke, "Growing cell structures- a self-organizing network for unsupervised and supervised learning," Neural Netw., vol. 7, pp. 1441-1460, 1994.
-
(1994)
Neural Netw
, vol.7
, pp. 1441-1460
-
-
Fritzke, B.1
-
17
-
-
85135470835
-
A growing neural gas network learns topologies
-
Cambridge, MA: MIT Press
-
B. Fritzke, "A growing neural gas network learns topologies," in Advances in Neural Information Processing Systems 7. Cambridge, MA: MIT Press, 1995, pp. 625-632.
-
(1995)
Advances in Neural Information Processing Systems 7
, pp. 625-632
-
-
Fritzke, B.1
-
18
-
-
33750126257
-
Growing grid- a self-organizing network with constant neighborhood range and adaptation strength
-
B. Fritzke, "Growing grid- a self-organizing network with constant neighborhood range and adaptation strength," Neural Process. Lett. vol. 2, pp. 9-13, 1995.
-
(1995)
Neural Process. Lett
, vol.2
, pp. 9-13
-
-
Fritzke, B.1
-
19
-
-
0034186912
-
Dynamic self-organizing maps with controlled growth for knowledge discovery
-
May
-
D. Alahakoon, S. K. Halgarmuge, and B. Srinivasan, "Dynamic self-organizing maps with controlled growth for knowledge discovery," IEEE Trans. Neural Netw., vol. 11, no. 3, pp. 601-614, May 2000.
-
(2000)
IEEE Trans. Neural Netw
, vol.11
, Issue.3
, pp. 601-614
-
-
Alahakoon, D.1
Halgarmuge, S.K.2
Srinivasan, B.3
-
20
-
-
40549106433
-
-
M. Martinetz and K. J. Schulten, A neural-gas network learns topologies, in Artif. Neural Netw., K. Kohonen, O. Simula, J. Kangas, and Editors, Eds. Amsterdam, The Netherlands: North-Holland, 1991, pp. 397-402.
-
M. Martinetz and K. J. Schulten, "A "neural-gas " network learns topologies," in Artif. Neural Netw., K. Kohonen, O. Simula, J. Kangas, and Editors, Eds. Amsterdam, The Netherlands: North-Holland, 1991, pp. 397-402.
-
-
-
-
21
-
-
84943228749
-
Incremental grid growing: Encoding high-dimensional structure into a two-dimensional feature map
-
San Francisco, CA
-
J. Blackmore and R. Miikkulainen, "Incremental grid growing: Encoding high-dimensional structure into a two-dimensional feature map," in Proc. IEEE Int. Conf. Neural Netw., San Francisco, CA, 1993, pp. 450-455.
-
(1993)
Proc. IEEE Int. Conf. Neural Netw
, pp. 450-455
-
-
Blackmore, J.1
Miikkulainen, R.2
-
22
-
-
0003419866
-
-
Syst. Biophys, Inst. Neural Comput, Ruhr-Universitat, Bochum, Germany, Tech. Rep
-
B. Fritzke, "Some competitive learning methods," Syst. Biophys., Inst. Neural Comput., Ruhr-Universitat, Bochum, Germany, Tech. Rep., 1997.
-
(1997)
Some competitive learning methods
-
-
Fritzke, B.1
-
23
-
-
0036859375
-
The growing hierarchical self-organizing map: Exploratory analysis of high-dimensional data
-
Nov
-
A. Rauber, D. Merkl, and M. Dittenbach, "The growing hierarchical self-organizing map: Exploratory analysis of high-dimensional data," IEEE Trans. Neural Netw., vol. 13, no. 6, pp. 1331-1341, Nov. 2002.
-
(2002)
IEEE Trans. Neural Netw
, vol.13
, Issue.6
, pp. 1331-1341
-
-
Rauber, A.1
Merkl, D.2
Dittenbach, M.3
-
24
-
-
0002432308
-
Kohonen's self-organizing feature maps for exploratory data analysis
-
Dordrecht, The Netherlands
-
A. Ultch and H. P. Siemon, "Kohonen's self-organizing feature maps for exploratory data analysis," in Proc. Int. Conf. Neural Netw., Dordrecht, The Netherlands, 1990, pp. 305-308.
-
(1990)
Proc. Int. Conf. Neural Netw
, pp. 305-308
-
-
Ultch, A.1
Siemon, H.P.2
-
25
-
-
84887006810
-
A nonlinear mapping for data structure analysis
-
May
-
J. W. Sammon, "A nonlinear mapping for data structure analysis," IEEE Trans. Computers, vol. C-18, no. 5, pp. 401-409, May 1969.
-
(1969)
IEEE Trans. Computers
, vol.C-18
, Issue.5
, pp. 401-409
-
-
Sammon, J.W.1
-
26
-
-
84902133799
-
Using smoothed data histograms for cluster visualization in self-organizing maps
-
Madrid, Spain
-
E. Pampalk, A. Rauber, and D. Merkl, "Using smoothed data histograms for cluster visualization in self-organizing maps," in Proc. Int. Conf. Artif. Neural Netw., Madrid, Spain, 2002, pp. 871-876.
-
(2002)
Proc. Int. Conf. Artif. Neural Netw
, pp. 871-876
-
-
Pampalk, E.1
Rauber, A.2
Merkl, D.3
-
27
-
-
0002625320
-
Alternative ways for cluster visualization in self-organizing maps
-
Espoo, Finland
-
D. Merkl and A. Rauber, "Alternative ways for cluster visualization in self-organizing maps," in Proc. Workshop Self-Organizing Maps, Espoo, Finland, 1997, pp. 106-111.
-
(1997)
Proc. Workshop Self-Organizing Maps
, pp. 106-111
-
-
Merkl, D.1
Rauber, A.2
-
28
-
-
0036128861
-
ViSOM - a novel method for multivariate data projection and structure visualization
-
Jan
-
H. Yin, "ViSOM - a novel method for multivariate data projection and structure visualization," IEEE Trans. Neural Netw., vol. 13, no. 1, pp. 237-243, Jan. 2002.
-
(2002)
IEEE Trans. Neural Netw
, vol.13
, Issue.1
, pp. 237-243
-
-
Yin, H.1
-
29
-
-
0028466321
-
Applications of high-resolution self-organizing maps to retrosynthetic and QSAR analysis
-
B. Bienfait, "Applications of high-resolution self-organizing maps to retrosynthetic and QSAR analysis," J. Chem. Inf. Comput. Sci., vol. 34, pp. 890-898, 1994.
-
(1994)
J. Chem. Inf. Comput. Sci
, vol.34
, pp. 890-898
-
-
Bienfait, B.1
-
30
-
-
0034187784
-
Clustering of the self-organizing map
-
May
-
J. Vesanto and E. Alhoniemo, "Clustering of the self-organizing map," IEEE Trans. Neural Netw., vol. 11, no. 3, pp. 586-600, May 2000.
-
(2000)
IEEE Trans. Neural Netw
, vol.11
, Issue.3
, pp. 586-600
-
-
Vesanto, J.1
Alhoniemo, E.2
-
31
-
-
40549116944
-
-
S. Noel, V. Raghavan, and C. H. Chu, Document clustering, visualization, and retrieval via link mining, in Clustering and Information Retrieval, W. Wu, H. Xiong, S. Shekhar, and Editors, Eds. Munich, Germany: Kluwer, 2002, pp. 141-156.
-
S. Noel, V. Raghavan, and C. H. Chu, "Document clustering, visualization, and retrieval via link mining," in Clustering and Information Retrieval, W. Wu, H. Xiong, S. Shekhar, and Editors, Eds. Munich, Germany: Kluwer, 2002, pp. 141-156.
-
-
-
-
32
-
-
0034870005
-
A SOM mapping technique for visualizing documents in a database
-
Washington, DC
-
S. A. Morris, Z. Wu, and G. Yen, "A SOM mapping technique for visualizing documents in a database," in Proc. IEEE Int. Conf. Neural Netw., Washington, DC, 2001, pp. 1914-1919.
-
(2001)
Proc. IEEE Int. Conf. Neural Netw
, pp. 1914-1919
-
-
Morris, S.A.1
Wu, Z.2
Yen, G.3
-
33
-
-
1542435010
-
A SOM projection technique with the growing structure for visualizing high-dimensional data
-
Z. Wu and G. Yen, "A SOM projection technique with the growing structure for visualizing high-dimensional data," Int. J. Neural Syst., vol. 13, pp. 353-365, 2003.
-
(2003)
Int. J. Neural Syst
, vol.13
, pp. 353-365
-
-
Wu, Z.1
Yen, G.2
-
34
-
-
0017953820
-
A cluster separation measure
-
Apr
-
D. L. Davies and D. W. Bouldin, "A cluster separation measure," IEEE Trans. Pattern Anal. Mach. Intell., vol. 1, no. 4, pp. 224-227, Apr. 1979.
-
(1979)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.1
, Issue.4
, pp. 224-227
-
-
Davies, D.L.1
Bouldin, D.W.2
-
35
-
-
17444403970
-
Adaptive weighted sum method for bi-objective optimization
-
I. Y. Kim and O. de Week, "Adaptive weighted sum method for bi-objective optimization," Structural Multidiscip. Optim., vol. 29, pp. 149-158, 2005.
-
(2005)
Structural Multidiscip. Optim
, vol.29
, pp. 149-158
-
-
Kim, I.Y.1
de Week, O.2
-
36
-
-
84971621830
-
Growing hierarchical self-organizing map (GHSOM) toolbox: Visualizations and enhancements
-
Singapore
-
A. Chan and E. Pampalk, "Growing hierarchical self-organizing map (GHSOM) toolbox: Visualizations and enhancements," in Proc. Int. Conf. Neural Inf. Process., Singapore, 2002, pp. 2537-2541.
-
(2002)
Proc. Int. Conf. Neural Inf. Process
, pp. 2537-2541
-
-
Chan, A.1
Pampalk, E.2
-
37
-
-
0036713521
-
DIVA: A visualization system for exploring document databases for technology forecasting
-
S. Morris, C. Deyong, Z. Wu, S. Salman, and D. Yemenu, "DIVA: A visualization system for exploring document databases for technology forecasting," Comput. Ind. Eng., vol. 43, pp. 841-862, 2002.
-
(2002)
Comput. Ind. Eng
, vol.43
, pp. 841-862
-
-
Morris, S.1
Deyong, C.2
Wu, Z.3
Salman, S.4
Yemenu, D.5
-
38
-
-
0000406753
-
Bibliographic coupling between scientific papers
-
M. M. Kessler, "Bibliographic coupling between scientific papers," Amer. Document., vol. 14, pp. 10-25, 1963.
-
(1963)
Amer. Document
, vol.14
, pp. 10-25
-
-
Kessler, M.M.1
-
39
-
-
0002516816
-
The concept of citation indexing: A unique and innovative tool for navigating the research literature
-
Jan. 1994 [Online, Available
-
E. Garfield, "The concept of citation indexing: A unique and innovative tool for navigating the research literature," Current Contents Jan. 1994 [Online]. Available: http://scientific.thomson. com/free/essays/citationindexing/concept/
-
Current Contents
-
-
Garfield, E.1
-
40
-
-
0003408496
-
-
Dept. Inf. Comput. Sci, Univ. California, Irvine, Irvine, CA, Online, Available
-
C. L. Blake and C. J. Merz, "UCI Repository of Machine Learning Databases," Dept. Inf. Comput. Sci., Univ. California, Irvine, Irvine, CA, 1998 [Online]. Available: http://www.ics.uci.edu/~mlearn/ ML-Repository.html
-
(1998)
UCI Repository of Machine Learning Databases
-
-
Blake, C.L.1
Merz, C.J.2
-
41
-
-
0020068152
-
Self-organized formation of topologically correct feature maps
-
T. Kohonen, "Self-organized formation of topologically correct feature maps," Biol. Cybern., vol. 43, pp. 59-69, 1982.
-
(1982)
Biol. Cybern
, vol.43
, pp. 59-69
-
-
Kohonen, T.1
|