-
1
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
Belkin, M., and, P. Niyogi. 2003. "Laplacian Eigenmaps for Dimensionality Reduction and Data Representation." Neural Computation 15: 1373-1396.
-
(2003)
Neural Computation
, vol.15
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
2
-
-
33749682962
-
Data mining and knowledge discovery handbook: A complete guide for practitioners and researchers
-
Norwell, MA: Kluwer Academic Publishers
-
Burges, C. J. C. 2005. "Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers." In Geometric Methods for Feature Selection and Dimensional Reduction: A Guided Tour. Norwell, MA: Kluwer Academic Publishers.
-
(2005)
Geometric Methods for Feature Selection and Dimensional Reduction: A Guided Tour
-
-
Burges, C.J.C.1
-
4
-
-
27744601822
-
Improving molecular cancer class discovery through sparse non-negative matrix factorization
-
Gao, Y., and, G. Church. 2005. "Improving Molecular Cancer Class Discovery Through Sparse Non-negative Matrix Factorization." Bioinformatics 21: 3970-3975.
-
(2005)
Bioinformatics
, vol.21
, pp. 3970-3975
-
-
Gao, Y.1
Church, G.2
-
5
-
-
33845594569
-
Dimensionality reduction by learning an invariant mapping
-
Washington, DC: IEEE Press
-
Hadsell, R., S. Chopra, and, Y. LeCun. 2006. "Dimensionality Reduction by Learning an Invariant Mapping." In Proceedings of the IEEE Conference on Computer Vision and Pattern Recongnition, 1735-1742. Washington, DC: IEEE Press.
-
(2006)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recongnition
, pp. 1735-1742
-
-
Hadsell, R.1
Chopra, S.2
Lecun, Y.3
-
6
-
-
84863455923
-
Comparative study of intrinsic dimensionality estimation and dimension reduction techniques on hyperspectral images using k-nn classifier
-
Hasanlou, M., and, F. Samadzadegan. 2012. "Comparative Study of Intrinsic Dimensionality Estimation and Dimension Reduction Techniques on Hyperspectral Images Using K-NN Classifier." IEEE Geoscience and Remote Sensing Lettters 9: 1046-1050.
-
(2012)
IEEE Geoscience and Remote Sensing Lettters
, vol.9
, pp. 1046-1050
-
-
Hasanlou, M.1
Samadzadegan, F.2
-
7
-
-
84900510076
-
Non-negative matrix factorization with sparseness constraints
-
Hoyer, P. O. 2004. "Non-negative Matrix Factorization with Sparseness Constraints." Journal of Machine Learning Research 5: 1457-1469.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.O.1
-
8
-
-
70350153353
-
An adaptive mean-shift analysis approach for object extraction and classification from urban hyperspectral imagery
-
Huang, X., and, L. Zhang. 2008. "An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification from Urban Hyperspectral Imagery." IEEE Transactions on Geoscience and Remote Sensing 46: 4173-4185.
-
(2008)
IEEE Transactions on Geoscience and Remote Sensing
, vol.46
, pp. 4173-4185
-
-
Huang, X.1
Zhang, L.2
-
9
-
-
70449433268
-
A comparative study of spatial approaches for urban mapping using hyperspectral rosis images over pavia city, northern of italy
-
Huang, X., and, L. Zhang. 2009. "A Comparative Study of Spatial Approaches for Urban Mapping Using Hyperspectral ROSIS Images Over Pavia City, Northern of Italy." International Journal of Remote Sensing 30: 3205-3221.
-
(2009)
International Journal of Remote Sensing
, vol.30
, pp. 3205-3221
-
-
Huang, X.1
Zhang, L.2
-
10
-
-
0037810449
-
Subsystem identification through dimensionality reduction of large-scale gene expression data
-
Kim, P. M., and, B. Tidor. 2003. "Subsystem Identification Through Dimensionality Reduction of Large-Scale Gene Expression Data." Genome Research 13: 1706-1718.
-
(2003)
Genome Research
, vol.13
, pp. 1706-1718
-
-
Kim, P.M.1
Tidor, M.2
-
12
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
Lee, D., and, H. S. Seung. 1999. "Learning the Parts of Objects by Non-negative Matrix Factorization." Nature 401: 788-791.
-
(1999)
Nature
, vol.401
, pp. 788-791
-
-
Lee, D.1
Seung, H.S.2
-
14
-
-
84859784358
-
Locality-preserving dimensionality reduction and classification for hyperspectral image analysis
-
Li, W., S. Prasad, J. E. Fowler, and, L. M. Bruce. 2012. "Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis." IEEE Transactions on Geoscience and Remote Sensing 50: 1185-1198.
-
(2012)
IEEE Transactions on Geoscience and Remote Sensing
, vol.50
, pp. 1185-1198
-
-
Li, W.1
Prasad, S.2
Fowler, J.E.3
Bruce, L.M.4
-
15
-
-
84878161661
-
Hyperspectral image processing by jointly filtering wavelet component tensor
-
Lin, T., and, S. Bourennane. 2013. "Hyperspectral Image Processing by Jointly Filtering Wavelet Component Tensor." IEEE Transactions on Geoscience and Remote Sensing 51: 3529-3541.
-
(2013)
IEEE Transactions on Geoscience and Remote Sensing
, vol.51
, pp. 3529-3541
-
-
Lin, T.1
Bourennane, S.2
-
16
-
-
36348942491
-
Clustering-based hyperspectral band selection using information measures
-
Martinez-Uso, A., F. Pla, J. M. Sotoca, and, P. Garcia-Sevilla. 2007. "Clustering-Based Hyperspectral Band Selection Using Information Measures." IEEE Transactions on Geoscience and Remote Sensing 45: 4158-4171.
-
(2007)
IEEE Transactions on Geoscience and Remote Sensing
, vol.45
, pp. 4158-4171
-
-
Martinez-Uso, A.1
Pla, F.2
Sotoca, J.M.3
Garcia-Sevilla, P.4
-
17
-
-
4344614511
-
Classification of hyperspectral remote sensing images with support vector machines
-
Melgani, F., and, L. Bruzzone. 2004. "Classification of Hyperspectral Remote Sensing Images with Support Vector Machines." IEEE Transactions on Geoscience and Remote Sensing 42: 1778-1790.
-
(2004)
IEEE Transactions on Geoscience and Remote Sensing
, vol.42
, pp. 1778-1790
-
-
Melgani, F.1
Bruzzone, L.2
-
19
-
-
63149112633
-
Dimensionality reduction based on tensor modeling for classification methods
-
Renard, N., and, S. Bourennane. 2009. "Dimensionality Reduction Based on Tensor Modeling for Classification Methods." IEEE Transactions on Geoscience and Remote Sensing 47: 1123-1131.
-
(2009)
IEEE Transactions on Geoscience and Remote Sensing
, vol.47
, pp. 1123-1131
-
-
Renard, N.1
Bourennane, S.2
-
21
-
-
38349018685
-
Dimensionality reduction: A comparative review
-
No. TiCC-TR 2009-005. Tilburg: Tilburg University
-
van der Maaten, L., E. Postma, and, H. van den Herik. 2009. Dimensionality Reduction: A Comparative Review. Technical Report No. TiCC-TR 2009-005. Tilburg: Tilburg University.
-
(2009)
Technical Report
-
-
Van Der Maaten, L.1
Postma, E.2
Van Den, Herik.H.3
-
22
-
-
78650930212
-
An efficient method for supervised band selection
-
Yang, H., Q. Du, H. Su, and, Y. Sheng. 2011. "An Efficient Method for Supervised Band Selection." IEEE Geoscience and Remote Sensing Letters 8: 138-142.
-
(2011)
IEEE Geoscience and Remote Sensing Letters
, vol.8
, pp. 138-142
-
-
Yang, H.1
Du, Q.2
Su, H.3
Sheng, Y.4
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