-
1
-
-
43949125818
-
Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery
-
Jun.
-
J. C.-W. Chan and D. Paelinckx, "Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery," Remote Sens. Environ., vol. 112, no. 6, pp. 2999-3011, Jun. 2008.
-
(2008)
Remote Sens. Environ.
, vol.112
, Issue.6
, pp. 2999-3011
-
-
Chan, J.C.W.1
Paelinckx, D.2
-
2
-
-
78049241977
-
Multiple spectral-spatial classification approach for hyperspectral data
-
Nov.
-
Y. Tarabalka, J. A. Benediktsson, J. Chanussot, and J. C. Tilton, "Multiple spectral-spatial classification approach for hyperspectral data," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 11, pp. 4122-4132, Nov. 2010.
-
(2010)
IEEE Trans. Geosci. Remote Sens.
, vol.48
, Issue.11
, pp. 4122-4132
-
-
Tarabalka, Y.1
Benediktsson, J.A.2
Chanussot, J.3
Tilton, J.C.4
-
3
-
-
84855970934
-
An assessment of the effectiveness of a Random Forest classifier for land-cover classification
-
Jan.
-
V. F. Rodriguez-Galiano, B. Ghimire, J. Rogan, M. Chica-Olmo, and J. P. Rigol-Sanchez, "An assessment of the effectiveness of a Random Forest classifier for land-cover classification," ISPRS J. Photogramm., vol. 67, no. 1, pp. 93-104, Jan. 2012.
-
(2012)
ISPRS J. Photogramm.
, vol.67
, Issue.1
, pp. 93-104
-
-
Rodriguez-Galiano, V.F.1
Ghimire, B.2
Rogan, J.3
Chica-Olmo, M.4
Rigol-Sanchez, J.P.5
-
5
-
-
84860267020
-
Multiple classifier system for remote sensing image classification: A review
-
P. Du, J. Xia, W. Zhang, K. Tan, Y. Liu, and S. Liu, "Multiple classifier system for remote sensing image classification: A review," Sensors, vol. 12, no. 4, pp. 4764-4792, 2012.
-
(2012)
Sensors
, vol.12
, Issue.4
, pp. 4764-4792
-
-
Du, P.1
Xia, J.2
Zhang, W.3
Tan, K.4
Liu, Y.5
Liu, S.6
-
7
-
-
37249003229
-
Multiple classifier systems in remote sensing: From basics to recent developments
-
Multiple Classifier Systems - 7th International Workshop, MCS 2007, Proceedings
-
J. A. Benediktsson, J. Chanussot, and M. Fauvel, "Multiple classifier systems in remote sensing: From basics to recent developments," in Proc 7th Int. Workshop Multiple Classifier Syst., May 2007, pp. 501-512. (Pubitemid 350270645)
-
(2007)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4472 LNCS
, pp. 501-512
-
-
Benediktsson, J.A.1
Chanussot, J.2
Fauvel, M.3
-
8
-
-
79958718997
-
A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data
-
Dec.
-
X. Ceamanos, B. Waske, J. A. Benediktsson, J. Chanussot, M. Fauvel, and J. R. Sveinsson, "A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data," Int. J. Image Data., vol. 1, no. 4, pp. 293-307, Dec. 2010.
-
(2010)
Int. J. Image Data.
, vol.1
, Issue.4
, pp. 293-307
-
-
Ceamanos, X.1
Waske, B.2
Benediktsson, J.A.3
Chanussot, J.4
Fauvel, M.5
Sveinsson, J.R.6
-
9
-
-
77953005976
-
Mapping of hyperspectral AVIRIS data using machine learning algorithms
-
B. Waske, J. A. Benediktsson, K. Arnason, and J. R. Sveinsson, "Mapping of hyperspectral AVIRIS data using machine learning algorithms," Can. J. Remote Sens., vol. 35, no. S1, pp. 106-116, 2009.
-
(2009)
Can. J. Remote Sens.
, vol.35 S1
, pp. 106-116
-
-
Waske, B.1
Benediktsson, J.A.2
Arnason, K.3
Sveinsson, J.R.4
-
10
-
-
0037403516
-
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
-
L. I. Kuncheva and C. J. Whitaker, "Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy," Mach. Learn., vol. 51, no. 2, pp. 181-207, 2003.
-
(2003)
Mach. Learn.
, vol.51
, Issue.2
, pp. 181-207
-
-
Kuncheva, L.I.1
Whitaker, C.J.2
-
11
-
-
0030211964
-
Bagging predictors
-
L. Breiman, "Bagging predictors," Mach. Learn., vol. 24, no. 2, pp. 123-140, 1996. (Pubitemid 126724382)
-
(1996)
Machine Learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
12
-
-
30344471525
-
Random forests for land cover classification
-
DOI 10.1016/j.patrec.2005.08.011, PII S0167865505002242, Pattern Recognition in Remote Sensing (PRRS 2004)
-
P. Gislason, J. A. Benediktsson, and J. Sveinsson, "Random forests for land cover classification," Pattern Recogn. Lett., vol. 27, no. 4, pp. 294-300, Mar. 2006. (Pubitemid 43063112)
-
(2006)
Pattern Recognition Letters
, vol.27
, Issue.4
, pp. 294-300
-
-
Gislason, P.O.1
Benediktsson, J.A.2
Sveinsson, J.R.3
-
13
-
-
0035478854
-
Random Forest
-
L. Breiman, "Random Forest," Mach. Learn., vol. 45, no. 1, pp. 5-32, 2001.
-
(2001)
Mach. Learn.
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
14
-
-
33750095186
-
Rotation forest: A New classifier ensemble method
-
DOI 10.1109/TPAMI.2006.211
-
J. J. Rodriguez, L. I. Kuncheva, and C. J. Alonso, "Rotation Forest: A new classifier ensemble method," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 10, pp. 1619-1630, Oct. 2006. (Pubitemid 46405081)
-
(2006)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.28
, Issue.10
, pp. 1619-1630
-
-
Rodriguez, J.J.1
Kuncheva, L.I.2
Alonso, C.J.3
-
15
-
-
80655127861
-
Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms
-
Dec.
-
A. Ozcift and A. Gulten, "Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms," Comput. Meth. Prog. Bio., vol. 104, no. 3, pp. 443-451, Dec. 2011.
-
(2011)
Comput. Meth. Prog. Bio.
, vol.104
, Issue.3
, pp. 443-451
-
-
Ozcift, A.1
Gulten, A.2
-
16
-
-
44449124996
-
RotBoost: A technique for combining rotation forest and Adaboost
-
Jul.
-
C. Zhang and J. Zhang, "RotBoost: A technique for combining rotation forest and Adaboost," Pattern Recogn. Lett., vol. 29, no. 10, pp. 1524-1536, Jul. 2008.
-
(2008)
Pattern Recogn. Lett.
, vol.29
, Issue.10
, pp. 1524-1536
-
-
Zhang, C.1
Zhang, J.2
-
17
-
-
85052770793
-
-
Boca Raton FL CRC Press
-
L. Breiman, J. Friedman, R. Olshen, and C. Stone, Classification and Regression Trees. Boca Raton, FL: CRC Press, 1984.
-
(1984)
Classification,Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
18
-
-
77954879455
-
Classification and regression tree methods
-
F. Ruggeri, R. Kenett, and F. W. Faltin, Eds. New York Wiley
-
W.-Y. Loh, "Classification and regression tree methods," in Encyclopedia of Statistics in Quality and Reliability, F. Ruggeri, R. Kenett, and F. W. Faltin, Eds. New York: Wiley, 2008, pp. 315-323.
-
(2008)
Encyclopedia of Statistics in Quality and Reliability
, pp. 315-323
-
-
Loh, W.-Y.1
-
19
-
-
37249046891
-
An experimental study on rotation forest ensembles
-
Multiple Classifier Systems - 7th International Workshop, MCS 2007, Proceedings
-
L. I. Kuncheva and J. J. Rodriguez, "An experimental study on rotation forest ensembles," in Proc. 7th Int. Workshop Multiple Classifier Syst., May 2007, pp. 459-468. (Pubitemid 350270641)
-
(2007)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4472 LNCS
, pp. 459-468
-
-
Kuncheva, L.I.1
Rodriguez, J.J.2
-
21
-
-
0023854011
-
Transformation for ordering multispectral data in terms of image quality with implications for noise removal
-
DOI 10.1109/36.3001
-
A. A. Green, M. Berman, P. Switzer, and M. D. Craig, "A transformation for ordering multispectral data in terms of image quality with implications for noise removal," IEEE Trans. Geosci. Remote Sens., vol. 26, no. 1, pp. 65-74, Jan. 1988. (Pubitemid 18596008)
-
(1988)
IEEE Transactions on Geoscience and Remote Sensing
, vol.26
, Issue.1
, pp. 65-74
-
-
Green Andrew, A.1
Berman Mark2
Switzer Paul3
Craig Maurice, D.4
-
22
-
-
0033311252
-
Interference and noise-adjusted principal components analysis
-
DOI 10.1109/36.789637
-
C.-I. Chang and Q. Du, "Interference and noise adjusted principal components analysis," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 5, pp. 2387-2396, Sep. 1999. (Pubitemid 30518325)
-
(1999)
IEEE Transactions on Geoscience and Remote Sensing
, vol.37
, Issue.5
, pp. 2387-2396
-
-
Chang, C.-I.1
-
23
-
-
0042826822
-
Independent component analysis: Algorithms and applications
-
DOI 10.1016/S0893-6080(00)00026-5, PII S0893608000000265
-
A. Hyvarinen and E. Oja, "Independent component analysis: Algorithms and applications," Neural Netw., vol. 13, no. 4-5, pp. 411-430, Jun. 2000. (Pubitemid 30447427)
-
(2000)
Neural Networks
, vol.13
, Issue.4-5
, pp. 411-430
-
-
Hyvarinen, A.1
Oja, E.2
-
24
-
-
33744719449
-
Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis
-
DOI 10.1109/TGRS.2005.863297
-
J. Wang and C.-I. Chang, "Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 6, pp. 1586-1600, Jun. 2006. (Pubitemid 43824505)
-
(2006)
IEEE Transactions on Geoscience and Remote Sensing
, vol.44
, Issue.6
, pp. 1586-1600
-
-
Wang, J.1
Chang, C.-I.2
-
25
-
-
79959742177
-
Unmixing prior to supervised classification of remotely sensed hyperspectral images
-
Jul.
-
I. Dopido, M. Zortea, A. Villa, A. Plaza, and P. Gamba, "Unmixing prior to supervised classification of remotely sensed hyperspectral images," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 4, pp. 760-764, Jul. 2011.
-
(2011)
IEEE Geosci. Remote Sens. Lett.
, vol.8
, Issue.4
, pp. 760-764
-
-
Dopido, I.1
Zortea, M.2
Villa, A.3
Plaza, A.4
Gamba, P.5
-
26
-
-
34249086815
-
Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis
-
M. Sugiyama, "Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis," J. Mach. Learn. Res., vol. 27, no. 8, pp. 1021-1064, 2007.
-
(2007)
J. Mach. Learn. Res.
, vol.27
, Issue.8
, pp. 1021-1064
-
-
Sugiyama, M.1
-
27
-
-
67650436064
-
Recent advances in techniques for hyperspectral image processing
-
Sep.
-
A. Plaza, J. A. Benediktsson, J. W. Boardman, J. Brazile, L. Bruzzone, G. Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, M. Marconcini, J. Tilton, and G. Trianni, "Recent advances in techniques for hyperspectral image processing," Remote Sens. Environ., vol. 113, no. S1, pp. S110-S122, Sep. 2009.
-
(2009)
Remote Sens. Environ.
, vol.113 S1
-
-
Plaza, A.1
Benediktsson, J.A.2
Boardman, J.W.3
Brazile, J.4
Bruzzone, L.5
Camps-Valls, G.6
Chanussot, J.7
Fauvel, M.8
Gamba, P.9
Gualtieri, A.10
Marconcini, M.11
Tilton, J.12
Trianni, G.13
-
28
-
-
84872922940
-
Spectral-spatial classification of hyperspectral data using loopy belief propagation and active learning
-
Feb.
-
J. Li, J. Bioucas-Dias, and A. Plaza, "Spectral-spatial classification of hyperspectral data using loopy belief propagation and active learning," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 2, pp. 844-856, Feb. 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sens.
, vol.51
, Issue.2
, pp. 844-856
-
-
Li, J.1
Bioucas-Dias, J.2
Plaza, A.3
|