-
2
-
-
0031334221
-
Selection of relevant features and examples in machine learning
-
PII S0004370297000635
-
A.L. Blum, and P. Langley Selection of relevant features and examples in machine learning Artificial intelligence 97 1-2 1997 245 271 (Pubitemid 127401106)
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 245-271
-
-
Blum, A.L.1
Langley, P.2
-
4
-
-
0035164084
-
One-class SVM for learning in image retrieval
-
Chen, Y., Zhou, X.S., Huang, T.S., 2001. One-class svm for learning in image retrieval. In: Proceedings of International Conference on Image Processing, pp. 34-37. (Pubitemid 33057360)
-
(2001)
IEEE International Conference on Image Processing
, vol.1
, pp. 34-37
-
-
Chen, Y.1
Zhou, X.S.2
Huang, T.S.3
-
5
-
-
68149148130
-
Least squares one-class support vector machine
-
Y. Choi Least squares one-class support vector machine Pattern Recognition Letters 30 13 2009 1236 1240
-
(2009)
Pattern Recognition Letters
, vol.30
, Issue.13
, pp. 1236-1240
-
-
Choi, Y.1
-
6
-
-
34047174674
-
Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories
-
DOI 10.1016/j.cviu.2005.09.012, PII S1077314206001688
-
L. Fei-Fei, R. Fergus, and P. Perona Learning generative visual models from few training examples: an incremental bayesian approach tested on 101 object categories Computer Vision and Image Understanding 106 1 2007 59 70 (Pubitemid 46528761)
-
(2007)
Computer Vision and Image Understanding
, vol.106
, Issue.1
, pp. 59-70
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
7
-
-
79957982384
-
A recognition and novelty detection approach based on curvelet transform, nonlinear pca and svm with application to indicator diagram diagnosis
-
K. Feng, Z. Jiang, W. He, and B. Ma A recognition and novelty detection approach based on curvelet transform, nonlinear pca and svm with application to indicator diagram diagnosis Expert Systems with Applications 38 2011 12721 12729
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 12721-12729
-
-
Feng, K.1
Jiang, Z.2
He, W.3
Ma, B.4
-
8
-
-
50649117726
-
Learning globally-consistent local distance functions for shape-based image retrieval and classification
-
Frome, A., Singer, Y., Sha, F., Malik, J., 2007. Learning globally-consistent local distance functions for shape-based image retrieval and classification. In: International Conference on Computer Vision, pp. 1-8.
-
(2007)
International Conference on Computer Vision
, pp. 1-8
-
-
Frome, A.1
Singer, Y.2
Sha, F.3
Malik, J.4
-
9
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
DOI 10.1023/A:1012487302797
-
I. Guyon, J. Weston, S. Barnhill, and V. Vapnik Gene selection for cancer classification using support vector machines Machine Learning 46 1 2002 389 422 (Pubitemid 34129977)
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
10
-
-
33750522220
-
Kernel PCA for novelty detection
-
DOI 10.1016/j.patcog.2006.07.009, PII S0031320306003414
-
H. Hoffmann Kernel pca for novelty detection Pattern Recognition 40 3 2007 863 874 (Pubitemid 44667761)
-
(2007)
Pattern Recognition
, vol.40
, Issue.3
, pp. 863-874
-
-
Hoffmann, H.1
-
11
-
-
33751209792
-
Support vector machines-based generalized predictive control
-
DOI 10.1002/rnc.1094
-
S. Iplikci Support vector machines-based generalized predictive control International Journal of Robust and Nonlinear Control 16 17 2006 843 862 (Pubitemid 44787119)
-
(2006)
International Journal of Robust and Nonlinear Control
, vol.16
, Issue.17
, pp. 843-862
-
-
Iplikci, S.1
-
12
-
-
0031381525
-
Wrappers for feature subset selection
-
PII S000437029700043X
-
R. Kohavi, and G.H. John Wrappers for feature subset selection Artificial intelligence 97 1-2 1997 273 324 (Pubitemid 127401107)
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
13
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
DOI 10.1109/CVPR.2006.68, 1641019, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006
-
Lazebnik, S., Schmid, C., Ponce, J., 2006. Beyond bags of features: spatial pyramid matching for recognizing natural scene categories. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 2169-2178. (Pubitemid 44931582)
-
(2006)
Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006
, vol.2
, pp. 2169-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
15
-
-
78651071628
-
Anomaly detection in surveillance video using motion direction statistics
-
Liu, C., Wang, G., Ning, W., Lin, X., Li, L., Liu, Z., 2010. Anomaly detection in surveillance video using motion direction statistics. In: 2010 17th IEEE International Conference on Image Processing (ICIP), pp. 717-720.
-
(2010)
2010 17th IEEE International Conference on Image Processing (ICIP)
, pp. 717-720
-
-
Liu, C.1
Wang, G.2
Ning, W.3
Lin, X.4
Li, L.5
Liu, Z.6
-
17
-
-
5044239079
-
Towards a computational model for object recognition in it cortex
-
Lowe, D., 2000. Towards a computational model for object recognition in it cortex. In: International Conference on Computer Vision, pp. 141-155.
-
(2000)
International Conference on Computer Vision
, pp. 141-155
-
-
Lowe, D.1
-
18
-
-
0000957593
-
Principal components regression in exploratory statistical research
-
W.F. Massy Principal components regression in exploratory statistical research Journal of the American Statistical Association 60 309 1965 234 256
-
(1965)
Journal of the American Statistical Association
, vol.60
, Issue.309
, pp. 234-256
-
-
Massy, W.F.1
-
19
-
-
48749093760
-
Support vector machines, pca and lda in face recognition
-
J. Mazanec, M.O.M. Melišek, and J. Pavlovicová Support vector machines, pca and lda in face recognition Journal of Electrical Engineering 59 4 2008 203 209
-
(2008)
Journal of Electrical Engineering
, vol.59
, Issue.4
, pp. 203-209
-
-
Mazanec, J.1
Melišek, M.O.M.2
Pavlovicová, J.3
-
20
-
-
0000487102
-
Estimating the support of a high-dimensional distribution
-
DOI 10.1162/089976601750264965
-
B. Schölkopf, J.C. Platt, J. Shawe-Taylor, A.J. Smola, and R.C. Williamson Estimating the support of a high-dimensional distribution Neural Computation 13 7 2001 1443 1471 (Pubitemid 33595028)
-
(2001)
Neural Computation
, vol.13
, Issue.7
, pp. 1443-1471
-
-
Scholkopf, B.1
Platt, J.C.2
Shawe-Taylor, J.3
Smola, A.J.4
Williamson, R.C.5
-
21
-
-
0032594959
-
An overview of statistical learning theory
-
V.N. Vapnik An overview of statistical learning theory IEEE Transactions on Neural Networks 10 5 2002 988 999
-
(2002)
IEEE Transactions on Neural Networks
, vol.10
, Issue.5
, pp. 988-999
-
-
Vapnik, V.N.1
|