-
2
-
-
64149100367
-
Similarity-based classification: Concepts and algorithms
-
Chen, Y., Garcia, E.K., Gupta, M.R., Rahimi, A., Cazzanti, L.: Similarity-based classification: Concepts and algorithms. Journal of Machine Learning Research 10, 747-776 (2009)
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 747-776
-
-
Chen, Y.1
Garcia, E.K.2
Gupta, M.R.3
Rahimi, A.4
Cazzanti, L.5
-
3
-
-
84891283756
-
-
Wiley, Chichester
-
Cichocki, A., Zdunek, R., Phan, A.H., Amari, S.-I.: Nonnegative Matrix and Tensor Factorizations. Wiley, Chichester (2009)
-
(2009)
Nonnegative Matrix and Tensor Factorizations
-
-
Cichocki, A.1
Zdunek, R.2
Phan, A.H.3
Amari, S.-I.4
-
4
-
-
79953842056
-
Margin analysis of the LVQ algorithm
-
Becker, S., Thrun, S., Obermayer, K. (eds.) MIT Press, Cambridge
-
Crammer, K., Gilad-Bachrach, R., Navot, A., Tishby, A.: Margin analysis of the LVQ algorithm. In: Becker, S., Thrun, S., Obermayer, K. (eds.) Advances in Neural Information Processing (Proc. NIPS 2002), vol. 15, pp. 462-469. MIT Press, Cambridge (2003)
-
(2003)
Advances in Neural Information Processing (Proc. NIPS 2002)
, vol.15
, pp. 462-469
-
-
Crammer, K.1
Gilad-Bachrach, R.2
Navot, A.3
Tishby, A.4
-
5
-
-
84867093070
-
Linear time relational prototype based learning
-
Gisbrecht, A., Mokbel, B., Schleif, F.-M., Zhu, X., Hammer, B.: Linear time relational prototype based learning. International Journal of Neural Systems 22(5), 1250021 (2012)
-
(2012)
International Journal of Neural Systems
, vol.22
, Issue.5
, pp. 1250021
-
-
Gisbrecht, A.1
Mokbel, B.2
Schleif, F.-M.3
Zhu, X.4
Hammer, B.5
-
6
-
-
77649238539
-
Supervised median clustering
-
TU Clausthal, Department of Informatics, Clausthal-Zellerfeld, Germany
-
Hammer, B., Hasenfuss, A., Schleif, F.-M., Villmann, T.: Supervised median clustering. IfI Technical Report Series IfI-09-06, TU Clausthal, Department of Informatics, Clausthal-Zellerfeld, Germany (2009)
-
(2009)
IfI Technical Report Series IfI-09-06
-
-
Hammer, B.1
Hasenfuss, A.2
Schleif, F.-M.3
Villmann, T.4
-
7
-
-
1542786232
-
A general framework for unsupervised processing of structured data
-
page in press
-
Hammer, B., Micheli, A., Strickert, M., Sperduti, A.: A general framework for unsupervised processing of structured data. Neurocomputing (2004) (page in press)
-
(2004)
Neurocomputing
-
-
Hammer, B.1
Micheli, A.2
Strickert, M.3
Sperduti, A.4
-
8
-
-
78149341007
-
Topographic mapping of large dissimilarity data sets
-
Hammer, B., Hasenfuss, A.: Topographic mapping of large dissimilarity data sets. Neural Computation 22(9), 2229-2284 (2010)
-
(2010)
Neural Computation
, vol.22
, Issue.9
, pp. 2229-2284
-
-
Hammer, B.1
Hasenfuss, A.2
-
9
-
-
84894083979
-
Learning vector quantization for (dis-)similarities
-
page in press
-
Hammer, B., Hofmann, D., Schleif, F.-M., Zhu, X.: Learning vector quantization for (dis-)similarities. Neurocomputing (page in press, 2013)
-
(2013)
Neurocomputing
-
-
Hammer, B.1
Hofmann, D.2
Schleif, F.-M.3
Zhu, X.4
-
10
-
-
9444220311
-
Relevance LVQ versus SVM
-
Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. Springer, Heidelberg
-
Hammer, B., Strickert, M., Villmann, T.: Relevance LVQ versus SVM. In: Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. LNCS (LNAI), vol. 3070, pp. 592-597. Springer, Heidelberg (2004)
-
(2004)
LNCS (LNAI)
, vol.3070
, pp. 592-597
-
-
Hammer, B.1
Strickert, M.2
Villmann, T.3
-
11
-
-
12844250052
-
Supervised neural gas with general similarity measure
-
Hammer, B., Strickert, M., Villmann, T.: Supervised neural gas with general similarity measure. Neural Processing Letters 21(1), 21-44 (2005)
-
(2005)
Neural Processing Letters
, vol.21
, Issue.1
, pp. 21-44
-
-
Hammer, B.1
Strickert, M.2
Villmann, T.3
-
12
-
-
0028667335
-
NERF c-means: Non-Euclidean relational fuzzy clustering
-
Hathaway, R.J., Bezdek, J.C.: NERF c-means: Non-Euclidean relational fuzzy clustering. Pattern Recognition 27(3), 429-437 (1994)
-
(1994)
Pattern Recognition
, vol.27
, Issue.3
, pp. 429-437
-
-
Hathaway, R.J.1
Bezdek, J.C.2
-
13
-
-
0024475955
-
Relational duals of the c-means clustering algorithms
-
Hathaway, R.J., Davenport, J.W., Bezdek, J.C.: Relational duals of the c-means clustering algorithms. Pattern Recognition 22(3), 205-212 (1989)
-
(1989)
Pattern Recognition
, vol.22
, Issue.3
, pp. 205-212
-
-
Hathaway, R.J.1
Davenport, J.W.2
Bezdek, J.C.3
-
15
-
-
0003209045
-
Self-Organizing Maps
-
Springer, Heidelberg Second Extended Edition1997
-
Kohonen, T.: Self-Organizing Maps. Springer Series in Information Sciences, vol. 30. Springer, Heidelberg (1995) (Second Extended Edition1997)
-
(1995)
Springer Series in Information Sciences
, vol.30
-
-
Kohonen, T.1
-
17
-
-
85156210800
-
Generalized learning vector quantization
-
Touretzky, D.S., Mozer, M.C., Hasselmo, M.E. (eds.) MIT Press, Cambridge
-
Sato, A., Yamada, K.: Generalized learning vector quantization. In: Touretzky, D.S., Mozer, M.C., Hasselmo, M.E. (eds.) Proceedings of the 1995 Conference on Advances in Neural Information Processing Systems, vol. 8, pp. 423-429. MIT Press, Cambridge (1996)
-
(1996)
Proceedings of the 1995 Conference on Advances in Neural Information Processing Systems
, vol.8
, pp. 423-429
-
-
Sato, A.1
Yamada, K.2
-
19
-
-
70449713460
-
Distance learning in discriminative vector quantization
-
Schneider, P., Hammer, B., Biehl, M.: Distance learning in discriminative vector quantization. Neural Computation 21, 2942-2969 (2009)
-
(2009)
Neural Computation
, vol.21
, pp. 2942-2969
-
-
Schneider, P.1
Hammer, B.2
Biehl, M.3
-
20
-
-
0344520304
-
Soft nearest prototype classification
-
Seo, S., Bode, M., Obermayer, K.: Soft nearest prototype classification. IEEE Transaction on Neural Networks 14, 390-398 (2003)
-
(2003)
IEEE Transaction on Neural Networks
, vol.14
, pp. 390-398
-
-
Seo, S.1
Bode, M.2
Obermayer, K.3
-
21
-
-
0038159964
-
Soft learning vector quantization
-
Seo, S., Obermayer, K.: Soft learning vector quantization. Neural Computation 15, 1589-1604 (2003)
-
(2003)
Neural Computation
, vol.15
, pp. 1589-1604
-
-
Seo, S.1
Obermayer, K.2
-
22
-
-
49049096137
-
Derivatives of Pearson correlation for gradient-based analysis of biomedical data
-
Strickert, M., Schleif, F.-M., Seiffert, U., Villmann, T.: Derivatives of Pearson correlation for gradient-based analysis of biomedical data. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial (37), 37-44 (2008)
-
(2008)
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial
, Issue.37
, pp. 37-44
-
-
Strickert, M.1
Schleif, F.-M.2
Seiffert, U.3
Villmann, T.4
-
23
-
-
79958244935
-
Divergence based vector quantization
-
Villmann, T., Haase, S.: Divergence based vector quantization. Neural Computation 23(5), 1343-1392 (2011)
-
(2011)
Neural Computation
, vol.23
, Issue.5
, pp. 1343-1392
-
-
Villmann, T.1
Haase, S.2
-
24
-
-
84887051683
-
Semi-supervised vector quantization for proximity data
-
Verleysen,M. (ed.) i6doc.com
-
Zhu, X., Schleif, F.-M., Hammer, B.: Semi-supervised vector quantization for proximity data. In: Verleysen,M. (ed.) Proc. of European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), Louvain-La-Neuve, Belgium, pp. 89-94 (2013), i6doc.com
-
(2013)
Proc. of European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), Louvain-La-Neuve, Belgium
, pp. 89-94
-
-
Zhu, X.1
Schleif, F.-M.2
Hammer, B.3
-
25
-
-
84887001183
-
Learning vector quantization for heterogeneous structured data
-
Verleysen, M. (ed.) d-side publications, Evere
-
Zühlke, D., Schleif, F.-M., Geweniger, T., Haase, S., Villmann, T.: Learning vector quantization for heterogeneous structured data. In: Verleysen, M. (ed.) Proc. of European Symposium on Artificial Neural Networks (ESANN 2010), pp. 271-276. d-side publications, Evere (2010)
-
(2010)
Proc. of European Symposium on Artificial Neural Networks (ESANN 2010)
, pp. 271-276
-
-
Zühlke, D.1
Schleif, F.-M.2
Geweniger, T.3
Haase, S.4
Villmann, T.5
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