-
3
-
-
0001449448
-
Controlling the magnification factor of self-organizing feature maps
-
Bauer H.-U., Der R., Herrmann M. Controlling the magnification factor of self-organizing feature maps. Neural Computation. 8:(4):1996;757-771.
-
(1996)
Neural Computation
, vol.8
, Issue.4
, pp. 757-771
-
-
Bauer, H.-U.1
Der, R.2
Herrmann, M.3
-
4
-
-
0026898892
-
Quantifying the neighborhood preservation of self-organizing feature maps
-
Bauer H.-U., Pawelzik K.R. Quantifying the neighborhood preservation of self-organizing feature maps. IEEE Transactions on Neural Networks. 3:(4):1992;570-579.
-
(1992)
IEEE Transactions on Neural Networks
, vol.3
, Issue.4
, pp. 570-579
-
-
Bauer, H.-U.1
Pawelzik, K.R.2
-
5
-
-
0031101545
-
Growing a hypercubical output space in a self-organizing feature map
-
Bauer H.-U., Villmann T. Growing a hypercubical output space in a self-organizing feature map. IEEE Transactions on Neural Networks. 8:(2):1997;218-226.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.2
, pp. 218-226
-
-
Bauer, H.-U.1
Villmann, T.2
-
6
-
-
0010932143
-
Classification of very-high-dimensional data with geological applications
-
Germany: Lenggries
-
Benediktsson J. A., Sveinsson, J. R., et al (1994). Classification of very-high-dimensional data with geological applications. Proceedings of MAC Europe 91 (pp. 13-18), Germany: Lenggries.
-
(1994)
Proceedings of MAC Europe
, vol.91
, pp. 13-18
-
-
Benediktsson, J.A.1
Sveinsson, J.R.2
-
9
-
-
85031208995
-
Some new competitive learning schemes
-
Applications and Science of Artificial Neural Networks Conference, 17-21 April 1995, Orlando, FL, SPIE
-
Bezdek, J. C., Pal, N. R., Hathaway, R. J., & Karayiannis, N. B (1995). Some new competitive learning schemes. Proceedings of the SPIE - The International Society for Optical Engineering 2492 (pt. 1) (pp. 538-549) (Applications and Science of Artificial Neural Networks Conference, 17-21 April 1995, Orlando, FL, SPIE).
-
(1995)
Proceedings of the SPIE - The International Society for Optical Engineering
, vol.2492
, Issue.PART. 1
, pp. 538-549
-
-
Bezdek, J.C.1
Pal, N.R.2
Hathaway, R.J.3
Karayiannis, N.B.4
-
11
-
-
0002902870
-
Relevance determination in learning vector quantization
-
Brussels, Belgium: D facto publications
-
Bojer, T., Hammer, B., Schunk, D., & von Toschanowitz, K. T (2001). Relevance determination in learning vector quantization. Proceedings of European Symposium on Artificial Neural Networks (ESANN'2001) (pp. 271-276). Brussels, Belgium: D facto publications.
-
(2001)
Proceedings of European Symposium on Artificial Neural Networks (ESANN'2001)
, pp. 271-276
-
-
Bojer, T.1
Hammer, B.2
Schunk, D.3
Von Toschanowitz, K.T.4
-
12
-
-
0346390360
-
Estimating the intrinsic dimensionality of hyperspectral images
-
Brussels, Belgium: D facto publications
-
Bruske, J., & Merényi, E (1999). Estimating the intrinsic dimensionality of hyperspectral images, Proceedings of European Symposium on Artificial Neural Networks (ESANN'99) (pp. 105-110), Brussels, Belgium: D facto publications.
-
(1999)
Proceedings of European Symposium on Artificial Neural Networks (ESANN'99)
, pp. 105-110
-
-
Bruske, J.1
Merényi, E.2
-
15
-
-
0002443314
-
Spectroscopy of rocks and minerals, and principles of spectroscopy
-
A. Rencz. New York: Wiley
-
Clark R.N. Spectroscopy of rocks and minerals, and principles of spectroscopy. Rencz A. Manual of remote sensing. 1999;Wiley, New York.
-
(1999)
Manual of remote sensing
-
-
Clark, R.N.1
-
18
-
-
0026436795
-
Self-organizing maps: Ordering, convergence properties and energy functions
-
Erwin E., Obermayer K., Schulten K. Self-organizing maps: ordering, convergence properties and energy functions. Biological Cybernetics. 67:(1):1992;47-55.
-
(1992)
Biological Cybernetics
, vol.67
, Issue.1
, pp. 47-55
-
-
Erwin, E.1
Obermayer, K.2
Schulten, K.3
-
20
-
-
0008458860
-
Advances in neural information processing systems
-
G. Tesauro, D.S. Touretzky, & T.K. Leen. Cambridge, MA: MIT Press
-
Fritzke B. Tesauro G., Touretzky D.S., Leen T.K. Advances in neural information processing systems. Advances in neural information processing systems. Vol. 7:1995;MIT Press, Cambridge, MA.
-
(1995)
Advances in neural information processing systems
, vol.7
-
-
Fritzke, B.1
-
22
-
-
0031167836
-
The continuous interpolating self-organizing map
-
Goppert J., Rosenstiel W. The continuous interpolating self-organizing map. Neural Processing Letters. 5:(3):1997;185-192.
-
(1997)
Neural Processing Letters
, vol.5
, Issue.3
, pp. 185-192
-
-
Goppert, J.1
Rosenstiel, W.2
-
23
-
-
0344972928
-
Self-organizing maps: Generalizations and new optimization techniques
-
Graepel T., Burger M., Obermayer K. Self-organizing maps: generalizations and new optimization techniques. Neurocomputing. 21:(1-3):1998;173-190.
-
(1998)
Neurocomputing
, vol.21
, Issue.1-3
, pp. 173-190
-
-
Graepel, T.1
Burger, M.2
Obermayer, K.3
-
24
-
-
40749093037
-
Measuring the strangeness of strange attractors
-
Grassberger P., Procaccia I. Measuring the strangeness of strange attractors. Physica D. 9:1983;189-208.
-
(1983)
Physica D
, vol.9
, pp. 189-208
-
-
Grassberger, P.1
Procaccia, I.2
-
25
-
-
0347020377
-
Summaries of the Sixth Annual JPL Airborne Geoscience Workshop
-
Pasadena, CA, March 4-6
-
Green, R. O (1996). Summaries of the Sixth Annual JPL Airborne Geoscience Workshop. AVIRIS Workshop, Pasadena, CA, March 4-6.
-
(1996)
AVIRIS Workshop
-
-
Green, R.O.1
-
27
-
-
0000460712
-
Visualization of multidimensional image data sets using a neural network
-
Gross M.H., Seibert F. Visualization of multidimensional image data sets using a neural network. Visual Computer. 10:1993;145-159.
-
(1993)
Visual Computer
, vol.10
, pp. 145-159
-
-
Gross, M.H.1
Seibert, F.2
-
28
-
-
4243386035
-
Estimating relevant input dimensions for self-organizing algorithms
-
N. Allinson, H. Yin, L. Allinson, & J. Slack. London: Springer
-
Hammer B., Villmann T. Estimating relevant input dimensions for self-organizing algorithms. Allinson N., Yin H., Allinson L., Slack J. Advances in self-organising maps. 2001;173-180 Springer, London.
-
(2001)
Advances in self-organising maps
, pp. 173-180
-
-
Hammer, B.1
Villmann, T.2
-
29
-
-
0346390352
-
Input pruning for neural gas architectures
-
Brussels, Belgium: D facto publications
-
Hammer, B., & Villmann, T (2001b). Input pruning for neural gas architectures, Proceedings of European Symposium on Artificial Neural Networks (ESANN'2001) (pp. 283-288), Brussels, Belgium: D facto publications.
-
(2001)
Proceedings of European Symposium on Artificial Neural Networks (ESANN'2001)
, pp. 283-288
-
-
Hammer, B.1
Villmann, T.2
-
30
-
-
0036791938
-
Generalized relevance learning vector quantization
-
Hammer B., Villmann T. Generalized relevance learning vector quantization. Neural Networks. 15:(8/9):2002;1059-1068.
-
(2002)
Neural Networks
, vol.15
, Issue.8-9
, pp. 1059-1068
-
-
Hammer, B.1
Villmann, T.2
-
31
-
-
0002523628
-
Active data selection for fuzzy topographic mapping of proximities
-
G. Brewka, R. Der, S. Gottwald, & A. Schierwagen. Leipzig: Leipziger Universitätsverlag
-
Hasenjäger M., Ritter H., Obermayer K. Active data selection for fuzzy topographic mapping of proximities. Brewka G., Der R., Gottwald S., Schierwagen A. Proceedings of the FNS-Workshop. Proceedings of the FNS-Workshop. 1999;93-103 Leipziger Universitätsverlag, Leipzig.
-
(1999)
Proceedings of the FNS-Workshop
, pp. 93-103
-
-
Hasenjäger, M.1
Ritter, H.2
Obermayer, K.3
-
34
-
-
0031625017
-
Dimensionality reduction by random mapping: Fast similarity computation for clustering
-
International Joint Conference on Neural Networks, Piscataway, NJ: IEEE Service Center.
-
Kaski, S (1998). Dimensionality reduction by random mapping: Fast similarity computation for clustering. Proceedings of IJCNN'98, International Joint Conference on Neural Networks (Vol. 1, pp. 413-418), Piscataway, NJ: IEEE Service Center.
-
(1998)
Proceedings of IJCNN'98
, vol.1
, pp. 413-418
-
-
Kaski, S.1
-
35
-
-
85031198853
-
-
Espoo, Finland: Helsinki University of Technology
-
Kaski S., Sinkkonen J. Publications in computer and information science, report A55. Publications in computer and information science, report A55. 1999;Helsinki University of Technology, Espoo, Finland.
-
(1999)
Publications in computer and information science, report A55. Publications in computer and information science, report A55
-
-
Kaski, S.1
Sinkkonen, J.2
-
37
-
-
0033570792
-
Comparison of SOM point densities based on different criteria
-
Kohonen T. Comparison of SOM point densities based on different criteria. Neural Computation. 11:(8):1999;212-234.
-
(1999)
Neural Computation
, vol.11
, Issue.8
, pp. 212-234
-
-
Kohonen, T.1
-
38
-
-
0347020374
-
The adaptive-subspace self-organizing map (assom)
-
Helsinki
-
Kohonen, T., Kaski, S., Lappalainen, H., & Saljärvi, H (1997). The adaptive-subspace self-organizing map (assom), International Workshop on Self-Organizing Maps (WSOM'97) (pp. 191-196), Helsinki.
-
(1997)
International Workshop on Self-Organizing Maps (WSOM'97)
, pp. 191-196
-
-
Kohonen, T.1
Kaski, S.2
Lappalainen, H.3
Saljärvi, H.4
-
39
-
-
0000353243
-
How to generate maps by maximizing the mutual information between input and output signals
-
Linsker R. How to generate maps by maximizing the mutual information between input and output signals. Neural Computation. 1:1989;402-411.
-
(1989)
Neural Computation
, vol.1
, pp. 402-411
-
-
Linsker, R.1
-
40
-
-
0027632248
-
'Neural-gas' network for vector quantization and its application to time-series prediction
-
Martinetz T.M., Berkovich S.G., Schulten K.J. 'Neural-gas' network for vector quantization and its application to time-series prediction. IEEE Transactions on Neural Networks. 4:(4):1993;558-569.
-
(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
-
41
-
-
0028204732
-
Topology representing networks
-
Martinetz T., Schulten K. Topology representing networks. Neural Networks. 7:(3):1994;507-522.
-
(1994)
Neural Networks
, vol.7
, Issue.3
, pp. 507-522
-
-
Martinetz, T.1
Schulten, K.2
-
42
-
-
0345759309
-
Self-organizing ANNs for planetary surface composition research
-
Brussels, Belgium: D facto publications
-
Merényi, E (1998). Self-organizing ANNs for planetary surface composition research. Proceedings of European Symposium on Artificial Neural Networks (ESANN'98) (pp. 197-202), Brussels, Belgium: D facto publications.
-
(1998)
Proceedings of European Symposium on Artificial Neural Networks (ESANN'98)
, pp. 197-202
-
-
Merényi, E.1
-
43
-
-
0002615133
-
The challenges in spectral image analysis: An introduction and review of ANN approaches
-
Brussels, Belgium: D facto publications
-
Merényi, E (1999). The challenges in spectral image analysis: An introduction and review of ANN approaches. Proceedings of European Symposium on Artificial Neural Networks (ESANN'99) (pp. 93-98), Brussels, Belgium: D facto publications.
-
(1999)
Proceedings of European Symposium on Artificial Neural Networks (ESANN'99)
, pp. 93-98
-
-
Merényi, E.1
-
44
-
-
4243611925
-
'Precision mining' of high-dimensional patterns with self-organizing maps: Interpretation of hyperspectral images
-
P. Sincak, & J. Vascak. Heidelberg, Germany: Physica-Verlag
-
Merenyi E. 'Precision mining' of high-dimensional patterns with self-organizing maps: Interpretation of hyperspectral images. Sincak P., Vascak J. Studies in fuzziness and soft computing. Studies in fuzziness and soft computing. Vol. 54:2000;Physica-Verlag, Heidelberg, Germany.
-
(2000)
Studies in fuzziness and soft computing
, vol.54
-
-
Merenyi, E.1
-
45
-
-
0031256561
-
Prediction of water in asteroids from spectral data shortward of 3 microns
-
Merényi E., Howell E.S., et al. Prediction of water in asteroids from spectral data shortward of 3 microns. ICARUS. 129:(10):1997;421-439.
-
(1997)
ICARUS
, vol.129
, Issue.10
, pp. 421-439
-
-
Merényi, E.1
Howell, E.S.2
-
47
-
-
0030295428
-
Mapping of spectral variations on the surface of mars from high spectral resolution telescopic images
-
Merényi E., Singer R.B., Miller J.S. Mapping of spectral variations on the surface of mars from high spectral resolution telescopic images. ICARUS. 124:(10):1996;280-295.
-
(1996)
ICARUS
, vol.124
, Issue.10
, pp. 280-295
-
-
Merényi, E.1
Singer, R.B.2
Miller, J.S.3
-
48
-
-
0001406443
-
Learning 3D-shape-perception with local linear maps
-
Meyering, A., & Ritter, H (1992). Learning 3D-shape-perception with local linear maps. Proceedings of IJCNN'92 (pp. 432-436).
-
(1992)
Proceedings of IJCNN'92
, pp. 432-436
-
-
Meyering, A.1
Ritter, H.2
-
49
-
-
0347020373
-
Classification of hyperspectral images using wavelet transforms and neural networks
-
San Diego, CA
-
Moon, T., & Merényi, E (1995). Classification of hyperspectral images using wavelet transforms and neural networks. Proceedings of the Annual SPIE Conference (p. 2569), San Diego, CA.
-
(1995)
Proceedings of the Annual SPIE Conference
, pp. 2569
-
-
Moon, T.1
Merényi, E.2
-
50
-
-
84886999132
-
A simple associative neural network for producing spatially homogeneous spectral abundance interpretations of hyperspectral imagery
-
Brussels, Belgium: D facto publications
-
Pendock, N (1999). A simple associative neural network for producing spatially homogeneous spectral abundance interpretations of hyperspectral imagery. Proceedings of European Symposium on Artificial Neural Networks (ESANN'99) (pp. 99-104), Brussels, Belgium: D facto publications.
-
(1999)
Proceedings of European Symposium on Artificial Neural Networks (ESANN'99)
, pp. 99-104
-
-
Pendock, N.1
-
51
-
-
0030152722
-
Automated feature selection with a distinction sensitive learning vector quantizer
-
Pregenzer M., Pfurtscheller G., Flotzinger D. Automated feature selection with a distinction sensitive learning vector quantizer. Neurocomputing. 11:(1):1996;19-29.
-
(1996)
Neurocomputing
, vol.11
, Issue.1
, pp. 19-29
-
-
Pregenzer, M.1
Pfurtscheller, G.2
Flotzinger, D.3
-
55
-
-
0002961288
-
On the stationary state of Kohonen's self-organizing sensory mapping
-
Ritter H., Schulten K. On the stationary state of Kohonen's self-organizing sensory mapping. Biological Cybernetics. 54:1986;99-106.
-
(1986)
Biological Cybernetics
, vol.54
, pp. 99-106
-
-
Ritter, H.1
Schulten, K.2
-
56
-
-
85156210800
-
Generalized learning vector quantization
-
G. Tesauro, D. Touretzky, & L. Leen. Cambridge, MA: MIT Press
-
Sato A.S., Yamada K. Generalized learning vector quantization. Tesauro G., Touretzky D., Leen L. Advances in neural information processing systems. Vol. 7:1995;423-429 MIT Press, Cambridge, MA.
-
(1995)
Advances in neural information processing systems
, vol.7
, pp. 423-429
-
-
Sato, A.S.1
Yamada, K.2
-
58
-
-
0033365847
-
Self-organizing maps and learning vector quantization for feature sequences
-
Somervuo P., Kohonen T. Self-organizing maps and learning vector quantization for feature sequences. Neural Processing Letters. 10:(2):1999;151-159.
-
(1999)
Neural Processing Letters
, vol.10
, Issue.2
, pp. 151-159
-
-
Somervuo, P.1
Kohonen, T.2
-
59
-
-
0012626093
-
Knowledge acquisition with self-organizing neural networks
-
I. Aleksander, & J. Taylor. Amsterdam: North-Holland
-
Ultsch A. Knowledge acquisition with self-organizing neural networks. Aleksander I., Taylor J. Artificial neural networks, 2. Vol. I:1992;735-738 North-Holland, Amsterdam.
-
(1992)
Artificial neural networks, 2
, vol.1
, pp. 735-738
-
-
Ultsch, A.1
-
60
-
-
0348114429
-
Controlling strategies for the magnification factor in the neural gas network
-
Villmann T. Controlling strategies for the magnification factor in the neural gas network. Neural Network World. 10:(4):2000;739-750.
-
(2000)
Neural Network World
, vol.10
, Issue.4
, pp. 739-750
-
-
Villmann, T.1
-
61
-
-
0036825822
-
Neural maps for faithful data modelling in medicine - State of the art and exemplary applications
-
Villmann T. Neural maps for faithful data modelling in medicine - state of the art and exemplary applications. Neurocomputing. 48:(1-4):2002;229-250.
-
(2002)
Neurocomputing
, vol.48
, Issue.1-4
, pp. 229-250
-
-
Villmann, T.1
-
62
-
-
0031097231
-
Topology preservation in self-organizing feature maps: Exact definition and measurement
-
Villmann T., Der R., Herrmann M., Martinetz T. Topology preservation in self-organizing feature maps: exact definition and measurement. IEEE Transactions on Neural Networks. 8:(2):1997;256-266.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.2
, pp. 256-266
-
-
Villmann, T.1
Der, R.2
Herrmann, M.3
Martinetz, T.4
|