-
1
-
-
84875879529
-
In-sample and out-of-sample model selection and error estimation for support vector machines
-
D. Anguita, A. Ghio, L. Oneto, and S. Ridella In-sample and out-of-sample model selection and error estimation for support vector machines IEEE Transactions on Neural Networks and Learning Systems 23 9 2012 1390 1406
-
(2012)
IEEE Transactions on Neural Networks and Learning Systems
, vol.23
, Issue.9
, pp. 1390-1406
-
-
Anguita, D.1
Ghio, A.2
Oneto, L.3
Ridella, S.4
-
2
-
-
33750798496
-
Toward an optimal SVM classification system for hyperspectral remote sensing images
-
Y. Bazi, and F. Melgani Toward an optimal SVM classification system for hyperspectral remote sensing images IEEE Transactions on Geoscience and Remote Sensing 44 11 2006 3374 3385
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, Issue.11
, pp. 3374-3385
-
-
Bazi, Y.1
Melgani, F.2
-
4
-
-
79955524409
-
BandClust: An unsupervised band reduction method for hyperspectral remote sensing
-
Claude Cariou, Kacem Chehdi, and Steven Le Moan BandClust: an unsupervised band reduction method for hyperspectral remote sensing IEEE Geoscience and Remote Sensing Letters 8 3 2011 565 569
-
(2011)
IEEE Geoscience and Remote Sensing Letters
, vol.8
, Issue.3
, pp. 565-569
-
-
Cariou, C.1
Chehdi, K.2
Le Moan, S.3
-
8
-
-
79953819019
-
Unsupervised feature selection
-
Huan Liu, H. Motoda, (Eds.) CRC Press Boca Raton, FL, USA
-
J.G. Dy Unsupervised feature selection Huan Liu, H. Motoda, Computational Methods of Feature Selection (Eds.) 2008 CRC Press Boca Raton, FL, USA
-
(2008)
Computational Methods of Feature Selection
-
-
Dy, J.G.1
-
9
-
-
3042661357
-
Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy
-
G.M. Foody Thematic map comparison: evaluating the statistical significance of differences in classification accuracy Photogrammetric Engineering and Remote Sensing 70 2004 627 633
-
(2004)
Photogrammetric Engineering and Remote Sensing
, vol.70
, pp. 627-633
-
-
Foody, G.M.1
-
10
-
-
38349181507
-
A fast separability-based feature-selection method for high-dimensional remotely sensed image classification
-
B. Guo, R.I. Damper, and S.R. Gunn A fast separability-based feature-selection method for high-dimensional remotely sensed image classification Pattern Recognition 41 5 2008 1653 1662
-
(2008)
Pattern Recognition
, vol.41
, Issue.5
, pp. 1653-1662
-
-
Guo, B.1
Damper, R.I.2
Gunn, S.R.3
-
11
-
-
24044492227
-
Bigvat: Visual assessment of cluster tendency for large data sets
-
J. Huband, J.C. Bezdek, and R. Hathaway bigvat: visual assessment of cluster tendency for large data sets Pattern Recognition 38 11 2005 1875 1886
-
(2005)
Pattern Recognition
, vol.38
, Issue.11
, pp. 1875-1886
-
-
Huband, J.1
Bezdek, J.C.2
Hathaway, R.3
-
12
-
-
18844367208
-
Band selection based on feature weighting for classification of hyperspectral data
-
R. Huang, and M. He Band selection based on feature weighting for classification of hyperspectral data IEEE Transactions on Geoscience and Remote Sensing Letters 2 2 2005 156 159
-
(2005)
IEEE Transactions on Geoscience and Remote Sensing Letters
, vol.2
, Issue.2
, pp. 156-159
-
-
Huang, R.1
He, M.2
-
15
-
-
77957990796
-
An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine
-
S. Li, H. Wu, D. Wan, and J. Zhu An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine Knowledge-based Systems 24 1 2011 40 48
-
(2011)
Knowledge-based Systems
, vol.24
, Issue.1
, pp. 40-48
-
-
Li, S.1
Wu, H.2
Wan, D.3
Zhu, J.4
-
16
-
-
36348942491
-
Clustering-based hyperspectral band selection using information measures
-
Adolfo Martínez-Usó, Filiberto Pla, Martínez Sotoca José, and Pedro García-Sevilla Clustering-based hyperspectral band selection using information measures IEEE Transactions on Geoscience and Remote Sensing 45 12 2007 4158 4171
-
(2007)
IEEE Transactions on Geoscience and Remote Sensing
, vol.45
, Issue.12
, pp. 4158-4171
-
-
Martínez-Usó, A.1
Pla, F.2
Sotoca José, M.3
García-Sevilla, P.4
-
17
-
-
67651160364
-
Dimensionality reduction of hyperspectral data via spectral feature extraction
-
Barat Mojaradi, Abrishami-Moghaddam Hamid, Valadan Zoej, Mohammad Javad, and P.W. Duin Robert Dimensionality reduction of hyperspectral data via spectral feature extraction IEEE Transactions on Geoscience and Remote Sensing 47 7 2009 2091 2105
-
(2009)
IEEE Transactions on Geoscience and Remote Sensing
, vol.47
, Issue.7
, pp. 2091-2105
-
-
Mojaradi, B.1
Hamid, A.-M.2
Zoej, V.3
Javad, M.4
Duin Robert, P.W.5
-
18
-
-
34250815597
-
Adaptive branch and bound algorithm for selecting optimal features
-
S. Nakariyakul, and D.P. Casasent Adaptive branch and bound algorithm for selecting optimal features Pattern Recognition Letters 28 12 2007 1415 1427
-
(2007)
Pattern Recognition Letters
, vol.28
, Issue.12
, pp. 1415-1427
-
-
Nakariyakul, S.1
Casasent, D.P.2
-
20
-
-
38449109775
-
Conditional mutual information based feature selection for classification task. CIARP 2007
-
J. Novovicova, P. Somol, and M. Haindl Conditional mutual information based feature selection for classification task. CIARP 2007 LNCS 4756 2007 417 426
-
(2007)
LNCS
, vol.4756
, pp. 417-426
-
-
Novovicova, J.1
Somol, P.2
Haindl, M.3
-
22
-
-
24344458137
-
Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy
-
H. Peng, F. Long, and C. Ding Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy IEEE Transactions on Pattern Analysis and Machine Intelligence 27 8 2005 1226 1238
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.8
, pp. 1226-1238
-
-
Peng, H.1
Long, F.2
Ding, C.3
-
23
-
-
0033871047
-
Landmarks: A new model for similarity-based pattern querying in time series databases
-
San Diego
-
Perng, C.S., Wang, H., Zhang, S.R., et al., 2000. Landmarks: a new model for similarity-based pattern querying in time series databases, In: Proceedings of the IEEE 16th International Conference on Data Engineering, San Diego, pp. 33-42.
-
(2000)
Proceedings of the IEEE 16th International Conference on Data Engineering
, pp. 33-42
-
-
Perng, C.S.1
Wang, H.2
Zhang, S.R.3
-
26
-
-
0035391615
-
A new search algorithm for feature selection in hyperspectral remote sensing images
-
S.B. Serpico, and L. Bruzzone A new search algorithm for feature selection in hyperspectral remote sensing images IEEE Transactions on Geoscience and Remote Sensing 39 7 2001 1360 1367
-
(2001)
IEEE Transactions on Geoscience and Remote Sensing
, vol.39
, Issue.7
, pp. 1360-1367
-
-
Serpico, S.B.1
Bruzzone, L.2
-
27
-
-
33846636871
-
Extraction of spectral channels from hyperspectral images for classification purposes
-
S.B. Serpico, and G. Moser Extraction of spectral channels from hyperspectral images for classification purposes IEEE Transactions on Geoscience and Remote Sensing 45 2 2007 484 495
-
(2007)
IEEE Transactions on Geoscience and Remote Sensing
, vol.45
, Issue.2
, pp. 484-495
-
-
Serpico, S.B.1
Moser, G.2
-
29
-
-
84878849221
-
Semi-supervised dimensionality reduction using orthogonal projection divergence-based clustering for hyperspectral imagery
-
H. Su, P. Du, and Q. Du Semi-supervised dimensionality reduction using orthogonal projection divergence-based clustering for hyperspectral imagery Optical Engineering 51 2012 1117151 1117158
-
(2012)
Optical Engineering
, vol.51
, pp. 1117151-1117158
-
-
Su, H.1
Du, P.2
Du, Q.3
-
30
-
-
33845719429
-
Selecting the optimal classification bands based on rough sets
-
L. Sun, and W. Gao Selecting the optimal classification bands based on rough sets Pattern Recognition and Artificial Intelligence 13 2000 181 186
-
(2000)
Pattern Recognition and Artificial Intelligence
, vol.13
, pp. 181-186
-
-
Sun, L.1
Gao, W.2
-
31
-
-
21844478499
-
Band selection method based on combination of support vector machines and subspatial partition
-
L. Wang, Y. Gu, and Y. Zhang Band selection method based on combination of support vector machines and subspatial partition Systems Engineering and Electronics 27 2005 974 977
-
(2005)
Systems Engineering and Electronics
, vol.27
, pp. 974-977
-
-
Wang, L.1
Gu, Y.2
Zhang, Y.3
-
32
-
-
78651466780
-
A fast approach to hyperspectral band selection based on time series analysis
-
IEEE Press
-
Yu, Y., Yang, J., Li, S., 2010. A fast approach to hyperspectral band selection based on time series analysis, In: Proceedings of Chinese Conference on Pattern Recognition (CCPR2010), IEEE Press, pp. 243-247.
-
(2010)
Proceedings of Chinese Conference on Pattern Recognition (CCPR2010)
, pp. 243-247
-
-
Yu, Y.1
Yang, J.2
Li, S.3
-
33
-
-
37449005949
-
Trend feature extraction method based on important points in time series
-
Q. Zhou, and T. Wu Trend feature extraction method based on important points in time series Journal of Zhejiang University (Engineering Science) 41 11 2007 1782 1787
-
(2007)
Journal of Zhejiang University (Engineering Science)
, vol.41
, Issue.11
, pp. 1782-1787
-
-
Zhou, Q.1
Wu, T.2
|