-
3
-
-
84898941932
-
Support vector method for novelty detection
-
Denver, CO
-
B. Schölkopf, R. C. Williamson, A. Smola, and J. Shawe-Taylor, "Support vector method for novelty detection," in Advances in Neural Information Processing Systems 12, NIPS , (Denver, CO), 1999.
-
(1999)
Advances in Neural Information Processing Systems 12, NIPS
-
-
Schölkopf, B.1
Williamson, R.C.2
Smola, A.3
Shawe-Taylor, J.4
-
4
-
-
34547490449
-
Partially supervised oil-slick detection by SAR imagery using kernel expansion
-
Oct
-
G. Mercier and F. Girard-Ardhuin, "Partially supervised oil-slick detection by SAR imagery using kernel expansion," IEEE Transactions on Geoscience and Remote Sensing 44, pp. 2839-2846, Oct 2006.
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, pp. 2839-2846
-
-
Mercier, G.1
Girard-Ardhuin, F.2
-
5
-
-
33746885881
-
A support vector method for anomaly detection in hyperspectral imagery
-
A. Banerjee, P. Burlina, and C. Diehl, "A support vector method for anomaly detection in hyperspectral imagery," IEEE Transactions on Geoscience and Remote Sensing 44(8), pp. 2282-2291, 2006.
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, Issue.8
, pp. 2282-2291
-
-
Banerjee, A.1
Burlina, P.2
Diehl, C.3
-
6
-
-
34547399927
-
A support vector domain description approach to supervised classification of remote sensing images
-
J. Muñoz-Marí, L. Bruzzone, and G. Camps-Valls, "A support vector domain description approach to supervised classification of remote sensing images," IEEE Transactions on Geoscience and Remote Sensing 45(8), pp. 2683-2692, 2007.
-
(2007)
IEEE Transactions on Geoscience and Remote Sensing
, vol.45
, Issue.8
, pp. 2683-2692
-
-
Muñoz-Marí, J.1
Bruzzone, L.2
Camps-Valls, G.3
-
7
-
-
44049084715
-
Kernel-based framework for multi-temporal and multi-source remote sensing data classification and change detection
-
Jun
-
G. Camps-Valls, L. Gómez-Chova, J. Muñoz-Marí, M. Martínez-Ramón, and J. L. Rojo-Álvarez, "Kernel-based framework for multi-temporal and multi-source remote sensing data classification and change detection," IEEE Transactions on Geoscience and Remote Sensing 46, pp. 1822-1835, Jun 2008.
-
(2008)
IEEE Transactions on Geoscience and Remote Sensing
, vol.46
, pp. 1822-1835
-
-
Camps-Valls, G.1
Gómez-Chova, L.2
Muñoz-Marí, J.3
Martínez-Ramón, M.4
Rojo-Álvarez, J.L.5
-
8
-
-
33749252873
-
-
England, 1st ed
-
O. Chapelle, B. Schölkopf, and A. Zien, Semi-Supervised Learning, MIT Press, Cambridge, Massachusetts and London, England, 1st ed., 2006.
-
(2006)
Semi-Supervised Learning, MIT Press, Cambridge, Massachusetts and London
-
-
Chapelle, O.1
Schölkopf, B.2
Zien, A.3
-
9
-
-
31844440904
-
Beyond the point cloud: From transductive to semi-supervised learning
-
V. Sindhwani, P. Niyogi, and M. Belkin, "Beyond the point cloud: from transductive to semi-supervised learning," in 22nd International Conference on Machine Learning, ICML05, pp. 1-6, 2005.
-
(2005)
22nd International Conference on Machine Learning, ICML05
, pp. 1-6
-
-
Sindhwani, V.1
Niyogi, P.2
Belkin, M.3
-
10
-
-
67649793241
-
Semi-supervised kernel orthogonal subspace projection
-
Boston, USA, Jul
-
L. Capobianco, G. Camps-Valls, and A. Garzelli, "Semi-supervised kernel orthogonal subspace projection," in IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2008, (Boston, USA), Jul 2008.
-
(2008)
IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2008
-
-
Capobianco, L.1
Camps-Valls, G.2
Garzelli, A.3
-
11
-
-
67649766436
-
Semi-supervised support vector biophysical parameter estimation
-
Boston, USA, Jul
-
G. Camps-Valls, J. Muñoz-Marí, L. Gómez-Chova, and J. Calpe-Maravilla, "Semi-supervised support vector biophysical parameter estimation," in IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2008, (Boston, USA), Jul 2008.
-
(2008)
IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2008
-
-
Camps-Valls, G.1
Muñoz-Marí, J.2
Gómez-Chova, L.3
Calpe-Maravilla, J.4
-
12
-
-
0037822222
-
Asymptotic behaviors of support vector machines with Gaussian kernel
-
S. S. Keerthi and C.-J. Lin, "Asymptotic behaviors of support vector machines with Gaussian kernel," Neural Computation 15(7), pp. 1667-1689, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.7
, pp. 1667-1689
-
-
Keerthi, S.S.1
Lin, C.-J.2
-
13
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," Journal of the Royal Statistical Society, Series B 39, pp. 1-38, 1977.
-
(1977)
Journal of the Royal Statistical Society, Series B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
14
-
-
0028499630
-
The effect of unlabeled samples in reducing the small sample size problem and mitigating the hughes phenomenon
-
Sept
-
B. M. Shahshahani and D. A. Landgrebe, "The effect of unlabeled samples in reducing the small sample size problem and mitigating the hughes phenomenon," IEEE Trans. Geosci. Remote Sensing 32, pp. 1087-1095, Sept. 1994.
-
(1994)
IEEE Trans. Geosci. Remote Sensing
, vol.32
, pp. 1087-1095
-
-
Shahshahani, B.M.1
Landgrebe, D.A.2
-
15
-
-
0035694667
-
An adaptive classifier design for high-dimensional data analysis with a limited training data set
-
Dec
-
Q. Jackson and D. Landgrebe, "An adaptive classifier design for high-dimensional data analysis with a limited training data set," IEEE Transactions on Geoscience and Remote Sensing , pp. 2664-2679, Dec. 2001.
-
(2001)
IEEE Transactions on Geoscience and Remote Sensing
, pp. 2664-2679
-
-
Jackson, Q.1
Landgrebe, D.2
-
17
-
-
33750819329
-
A novel transductive SVM for the semisupervised classification of remote-sensing images
-
L. Bruzzone, M. Chi, and M. Marconcini, "A novel transductive SVM for the semisupervised classification of remote-sensing images," IEEE Transactions on Geoscience and Remote Sensing 44(11), pp. 3363-3373, 2006.
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, Issue.11
, pp. 3363-3373
-
-
Bruzzone, L.1
Chi, M.2
Marconcini, M.3
-
18
-
-
57649129489
-
-
F. Chung, Spectral graph theory, in CBMS Regional Conference Series in Mathematics. Number 92 in American Mathematical Society, (Providence, RI), 1997.
-
F. Chung, "Spectral graph theory," in CBMS Regional Conference Series in Mathematics. Number 92 in American Mathematical Society, (Providence, RI), 1997.
-
-
-
-
19
-
-
39049145967
-
Semi-supervised graph-based hyperspectral image classification
-
G. Camps-Valls, T. Bandos, and D. Zhou, "Semi-supervised graph-based hyperspectral image classification," IEEE Transactions on Geoscience and Remote Sensing 45(10), pp. 2044-3054, 2007.
-
(2007)
IEEE Transactions on Geoscience and Remote Sensing
, vol.45
, Issue.10
, pp. 2044-3054
-
-
Camps-Valls, G.1
Bandos, T.2
Zhou, D.3
-
20
-
-
0030502142
-
Deflation techniques for an implicitly re-started Arnoldi iteration
-
Feb
-
R. Lehoucq and D. Sorensen, "Deflation techniques for an implicitly re-started Arnoldi iteration," SIAM J. Matrix Analysis and Applications 17, pp. 789-821, Feb. 1996.
-
(1996)
SIAM J. Matrix Analysis and Applications
, vol.17
, pp. 789-821
-
-
Lehoucq, R.1
Sorensen, D.2
-
21
-
-
84899010839
-
Using the Nyström method to speed up kernel machines
-
T. K. Leen, T. G. Dietterich, and V. Tresp, eds, MIT Press, Vancouver, Canada, Dec
-
C. K. I. Williams and M. Seeger, "Using the Nyström method to speed up kernel machines," in Advances in Neural Information Processing Systems, NIPS2001, T. K. Leen, T. G. Dietterich, and V. Tresp, eds., 13, pp. 682-688, MIT Press, (Vancouver, Canada), Dec. 2001.
-
(2001)
Advances in Neural Information Processing Systems, NIPS2001
, vol.13
, pp. 682-688
-
-
Williams, C.K.I.1
Seeger, M.2
-
22
-
-
0742286179
-
Spectral grouping using the Nyström method
-
Feb
-
C. Fowlkes, S. Belongie, F. Chung, and J. Malik, "Spectral grouping using the Nyström method," IEEE Transactions on Pattern Analysis and Machine Intelligence 26, pp. 214-225, Feb. 2004.
-
(2004)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.26
, pp. 214-225
-
-
Fowlkes, C.1
Belongie, S.2
Chung, F.3
Malik, J.4
-
23
-
-
84944876028
-
Monitoring urban sprawl and its trends with EO data. UrbEx, a prototype national service from a WWF-ESA joint effort
-
P. Castracane, F. Iavaronc, S. Mica, E. Sottile, C. Vignola, O. Arino, M. Cataldo, D. Fernandez-Prieto, G. Guidotti, A. Masullo, and I. Pratesi, "Monitoring urban sprawl and its trends with EO data. UrbEx, a prototype national service from a WWF-ESA joint effort," in 2nd GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, pp. 245-248, 2003.
-
(2003)
2nd GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas
, pp. 245-248
-
-
Castracane, P.1
Iavaronc, F.2
Mica, S.3
Sottile, E.4
Vignola, C.5
Arino, O.6
Cataldo, M.7
Fernandez-Prieto, D.8
Guidotti, G.9
Masullo, A.10
Pratesi, I.11
-
24
-
-
36349028725
-
Cloud screening algorithm for ENVISAT/MERIS multispectral images
-
22, pp
-
L. Gómez-Chova, G. Camps-Valls, J. Calpe, L. Guanter, and J. Moreno, "Cloud screening algorithm for ENVISAT/MERIS multispectral images," IEEE Transactions on Geoscience and Remote Sensing 45(2(2)), pp. 4105-4118, 2007.
-
(2007)
IEEE Transactions on Geoscience and Remote Sensing
, vol.45
, pp. 4105-4118
-
-
Gómez-Chova, L.1
Camps-Valls, G.2
Calpe, J.3
Guanter, L.4
Moreno, J.5
-
25
-
-
0003914342
-
-
Lewis Publishers, Boca Raton, Florida
-
Congalton, Russell G., Green, Kass, Assessing the Accuracy of Remotely Sensed data: Principles and Practices, Lewis Publishers, Boca Raton, Florida, 1999.
-
(1999)
Assessing the Accuracy of Remotely Sensed data: Principles and Practices
-
-
Congalton, R.G.1
Green, K.2
|