-
4
-
-
0027697605
-
An optimal graph theoretic approach to data clustering: theory and its applications to image segmentation
-
Wu Z., and Leahy R. An optimal graph theoretic approach to data clustering: theory and its applications to image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 15 11 (1993) 1101-1113
-
(1993)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.15
, Issue.11
, pp. 1101-1113
-
-
Wu, Z.1
Leahy, R.2
-
6
-
-
78149301227
-
A min-max cut algorithm for graph partitioning and data clustering
-
San Jose, USA
-
Ding C.H.Q., He X., Zha H., Gu M., and Simon H.D. A min-max cut algorithm for graph partitioning and data clustering. Proceedings of IEEE International Conference on Data Mining. San Jose, USA (November 29-December 2, 2001) 107-114
-
(2001)
Proceedings of IEEE International Conference on Data Mining
, pp. 107-114
-
-
Ding, C.H.Q.1
He, X.2
Zha, H.3
Gu, M.4
Simon, H.D.5
-
7
-
-
0035481858
-
Self-organization in vision: stochastic clustering for image segmentation, perceptual grouping, and image database organization
-
Gdalyahu Y., Weinshall D., and Werman M. Self-organization in vision: stochastic clustering for image segmentation, perceptual grouping, and image database organization. IEEE Trans. Pattern Anal. Mach. Intell. 23 10 (2001) 1053-1074
-
(2001)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.23
, Issue.10
, pp. 1053-1074
-
-
Gdalyahu, Y.1
Weinshall, D.2
Werman, M.3
-
9
-
-
84899013108
-
On spectral clustering: analysis and an algorithm
-
MIT Press, Cambridge
-
Ng A.Y., Jordan M., and Weiss Y. On spectral clustering: analysis and an algorithm. Advances in Neural Information Processing Systems vol. 14 (2002), MIT Press, Cambridge 849-856
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
, pp. 849-856
-
-
Ng, A.Y.1
Jordan, M.2
Weiss, Y.3
-
11
-
-
0034497389
-
On clusterings. good, bad and spectral
-
Redondo Beach, USA
-
Kannan R., Vempala S., and Vetta A. On clusterings. good, bad and spectral. Proceedings of IEEE Symposium on Foundations of Computer Science. Redondo Beach, USA (November 12-14, 2000) 367-377
-
(2000)
Proceedings of IEEE Symposium on Foundations of Computer Science
, pp. 367-377
-
-
Kannan, R.1
Vempala, S.2
Vetta, A.3
-
13
-
-
0034826231
-
Spectral analysis of data
-
Heraklion, Greece
-
Azar Y., Fiat A., Karlin A., McSherry F., and Saia J. Spectral analysis of data. Proceedings of ACM Symposium on Theory of Computing. Heraklion, Greece (June 6-8, 2001) 619-626
-
(2001)
Proceedings of ACM Symposium on Theory of Computing
, pp. 619-626
-
-
Azar, Y.1
Fiat, A.2
Karlin, A.3
McSherry, F.4
Saia, J.5
-
14
-
-
0000963696
-
Feature grouping by relocalisation of eigenvectors of the proximity matrix
-
Oxford, UK
-
Scott G., and Longuet-Higgins H. Feature grouping by relocalisation of eigenvectors of the proximity matrix. Proceedings of British Machine Vision Conference. Oxford, UK (September 24-27, 1990) 103-108
-
(1990)
Proceedings of British Machine Vision Conference
, pp. 103-108
-
-
Scott, G.1
Longuet-Higgins, H.2
-
15
-
-
33750503584
-
-
D.J. Higham, M. Kibble, A unified view of spectral clustering, Technical Report 2, Department of Mathematics, University of Strathclyde, January 2004.
-
-
-
-
16
-
-
10944259084
-
Information theoretic spectral clustering
-
Budapest, Hungary, Avon Books, New York
-
Jenssen R., Eltoft T., and Principe J.C. Information theoretic spectral clustering. Proceedings of International Joint Conference on Neural Networks. Budapest, Hungary (July 25-29, 2004), Avon Books, New York 111-116
-
(2004)
Proceedings of International Joint Conference on Neural Networks
, pp. 111-116
-
-
Jenssen, R.1
Eltoft, T.2
Principe, J.C.3
-
22
-
-
84898956621
-
Data clustering by Markovian relaxation and the information bottleneck method
-
MIT Press, Cambridge
-
Tishby N., and Slonim N. Data clustering by Markovian relaxation and the information bottleneck method. Advances in Neural Information Processing Systems vol. 13 (2001), MIT Press, Cambridge 640-646
-
(2001)
Advances in Neural Information Processing Systems
, vol.13
, pp. 640-646
-
-
Tishby, N.1
Slonim, N.2
-
23
-
-
84921517406
-
Information cut and information forces for clustering
-
Toulouse, France, September 17-19
-
Jenssen R., Principe J.C., and Eltoft T. Information cut and information forces for clustering. Proceedings of IEEE International Workshop on Neural Networks for Signal Processing. Toulouse, France, September 17-19 (2003) 459-468
-
(2003)
Proceedings of IEEE International Workshop on Neural Networks for Signal Processing
, pp. 459-468
-
-
Jenssen, R.1
Principe, J.C.2
Eltoft, T.3
-
24
-
-
33646557981
-
-
R. Jenssen, D. Erdogmus, K.E. Hild, J.C. Principe, T. Eltoft, Optimizing the Cauchy-Schwarz PDF distance for information theoretic, non-parametric clustering, in: Proceedings of International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, St. Augustine, USA, November 9-11, 2005, pp. 34-45.
-
-
-
-
25
-
-
0000986833
-
Information theoretic learning
-
Haykin S. (Ed), Wiley, New York (Chapter 7)
-
Principe J., Xu D., and Fisher J. Information theoretic learning. In: Haykin S. (Ed). Unsupervised Adaptive Filtering vol. I (2000), Wiley, New York (Chapter 7)
-
(2000)
Unsupervised Adaptive Filtering
, vol.I
-
-
Principe, J.1
Xu, D.2
Fisher, J.3
-
26
-
-
0001473437
-
On the estimation of a probability density function and the mode
-
Parzen E. On the estimation of a probability density function and the mode. Ann. Math. Statist. 32 (1962) 1065-1076
-
(1962)
Ann. Math. Statist.
, vol.32
, pp. 1065-1076
-
-
Parzen, E.1
-
31
-
-
0018918224
-
A convergence theorem for the fuzzy isodata clustering algorithms
-
Bezdek J.C. A convergence theorem for the fuzzy isodata clustering algorithms. IEEE Trans. Pattern Anal. Mach. Learn. 2 1 (1980) 1-8
-
(1980)
IEEE Trans. Pattern Anal. Mach. Learn.
, vol.2
, Issue.1
, pp. 1-8
-
-
Bezdek, J.C.1
-
32
-
-
0001457509
-
Some methods for classification and analysis of multivariate observations
-
University of California Press, Berkeley
-
MacQueen J. Some methods for classification and analysis of multivariate observations. Proceedings of Berkeley Symposium on Mathematical Statistics and Probability (1967), University of California Press, Berkeley 281-297
-
(1967)
Proceedings of Berkeley Symposium on Mathematical Statistics and Probability
, pp. 281-297
-
-
MacQueen, J.1
-
33
-
-
33750510246
-
-
R. Murphy, D. Ada, UCI repository of machine learning databases, Technical Report, Department of Computer Science, University of California, Irvine, 1994.
-
-
-
-
34
-
-
0026398342
-
Unsupervised texture segmentation using Gabor filters
-
Jain A.K., and Farrokhnia F. Unsupervised texture segmentation using Gabor filters. Pattern Recognition 24 12 (1991) 1167-1186
-
(1991)
Pattern Recognition
, vol.24
, Issue.12
, pp. 1167-1186
-
-
Jain, A.K.1
Farrokhnia, F.2
-
35
-
-
0442312138
-
The fast Gauss transform for efficient kernel density evaluation with applications in computer vision
-
Elgammal A., Duraiswami R., and Davis L. The fast Gauss transform for efficient kernel density evaluation with applications in computer vision. IEEE Trans. Pattern Anal. Mach. Intell. 25 (2003) 1499-1504
-
(2003)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.25
, pp. 1499-1504
-
-
Elgammal, A.1
Duraiswami, R.2
Davis, L.3
|