-
2
-
-
0031334221
-
Selection of relevant features and examples in machine learning
-
A.L. Blum and P. Langley, "Selection of relevant features and examples in machine learning," Artificial Intelligence, vol. 97, pp. 245-271, 1997.
-
(1997)
Artificial Intelligence
, vol.97
, pp. 245-271
-
-
Blum, A.L.1
Langley, P.2
-
3
-
-
84890767791
-
Learning quickly when irrelevant attributes abound: A new linear threshold algorithm
-
N. Littlestone, "Learning quickly when irrelevant attributes abound: a new linear threshold algorithm," Machine Learning, vol. 8, pp. 293-321, 1992.
-
(1992)
Machine Learning
, vol.8
, pp. 293-321
-
-
Littlestone, N.1
-
4
-
-
84884291268
-
Learning to order things
-
Denver: MIT Press
-
W.W. Cohen, R.E. Schapire, and Y. Singer, "Learning to order things," Advances in Neural Processing Systems, vol. 10, Denver: MIT Press, 1997.
-
(1997)
Advances in Neural Processing Systems
, vol.10
-
-
Cohen, W.W.1
Schapire, R.E.2
Singer, Y.3
-
5
-
-
2942731012
-
An extensive empirical study of feature selection metrics for text classification
-
G. Forman, "An extensive empirical study of feature selection metrics for text classification," Journal of Machine Learning Research, 3, pp. 1289-1305, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 1289-1305
-
-
Forman, G.1
-
6
-
-
30344487234
-
Fostering biological relevance in feature selection for microarray data
-
M. Berens, H. Liu, and L. Yu, "Fostering biological relevance in feature selection for microarray data," IEEE Intelligent Systems, 20(6), pp. 71-73, 2005.
-
(2005)
IEEE Intelligent Systems
, vol.20
, Issue.6
, pp. 71-73
-
-
Berens, M.1
Liu, H.2
Yu, L.3
-
7
-
-
84879571292
-
Distance metric learning, with application to clustering with side-information
-
E.P. Xing, A.Y. Ng, M.I. Jordan, and S. Russell, "Distance metric learning, with application to clustering with side-information," Advances in Neural Processing Systems, 15, pp. 505-512, 2003.
-
(2003)
Advances in Neural Processing Systems
, vol.15
, pp. 505-512
-
-
Xing, E.P.1
Ng, A.Y.2
Jordan, M.I.3
Russell, S.4
-
8
-
-
22544469671
-
Determining relevant features to recognize electron density patterns in X-ray protein crystallography
-
K. Gopal, T.D. Romo, J.C. Sacchettini, and T.R. Ioerger, "Determining relevant features to recognize electron density patterns in X-ray protein crystallography," Journal of Bioinformatics & Computational Biology, 3(3), pp. 645-676, 2005.
-
(2005)
Journal of Bioinformatics & Computational Biology
, vol.3
, Issue.3
, pp. 645-676
-
-
Gopal, K.1
Romo, T.D.2
Sacchettini, J.C.3
Ioerger, T.R.4
-
11
-
-
85099325734
-
Irrelevant features and the subset selection problem
-
G. John, R. Kohavi, and K. Pfleger, "Irrelevant features and the subset selection problem," Proc. of the 11th International Conference on Machine Learning, pp. 121-129, 1994.
-
(1994)
Proc. of the 11th International Conference on Machine Learning
, pp. 121-129
-
-
John, G.1
Kohavi, R.2
Pfleger, K.3
-
12
-
-
0026453958
-
Training a 3-node neural networks in NP-complete
-
A.L. Blum and R.L. Rivest, "Training a 3-node neural networks in NP-complete," Neural Networks, 5, pp. 117-127, 1992.
-
(1992)
Neural Networks
, vol.5
, pp. 117-127
-
-
Blum, A.L.1
Rivest, R.L.2
-
14
-
-
0031334029
-
Dynamic relevance: Vision-based focus of attention using artificial neural networks
-
S. Baluja and D. Pomerleau, "Dynamic relevance: vision-based focus of attention using artificial neural networks," Artificial Intelligence, vol. 97, pp. 381-395, 1997.
-
(1997)
Artificial Intelligence
, vol.97
, pp. 381-395
-
-
Baluja, S.1
Pomerleau, D.2
-
16
-
-
33745887620
-
Neighbourhood Component Analysis
-
J. Goldberger, S. Roweis, G. Hinton, and R. Salakhutdinov, "Neighbourhood Component Analysis," Neural Information Processing Systems," 17, pp. 513-520, 2004.
-
(2004)
Neural Information Processing Systems
, vol.17
, pp. 513-520
-
-
Goldberger, J.1
Roweis, S.2
Hinton, G.3
Salakhutdinov, R.4
-
17
-
-
24644436425
-
Learning a similarity metric discriminately, with application to face recognition
-
S. Chopra, R. Hadsell, and Y. LeCun, "Learning a similarity metric discriminately, with application to face recognition," Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 539-546, 2005.
-
(2005)
Proc. of the IEEE Conference on Computer Vision and Pattern Recognition
, pp. 539-546
-
-
Chopra, S.1
Hadsell, R.2
LeCun, Y.3
-
19
-
-
49549090401
-
An adaptive metric machine for pattern classification
-
C. Domeniconi, J. Peng, and D. Gunopulos, "An adaptive metric machine for pattern classification," Advances in Neural Processing Systems , 13, pp. 451-457, 2002.
-
(2002)
Advances in Neural Processing Systems
, vol.13
, pp. 451-457
-
-
Domeniconi, C.1
Peng, J.2
Gunopulos, D.3
-
20
-
-
31844446958
-
Learning to rank using gradient descent
-
nd International Conference on Machine Learning, pp. 89-96, 2005.
-
(2005)
nd International Conference on Machine Learning
, pp. 89-96
-
-
Burges, C.1
Shaked, T.2
Renshaw, E.3
Lazier, A.4
Deeds, M.5
Hamilton, N.6
Hullender, G.7
-
22
-
-
49549105266
-
The utility of feature weighting in nearest-neighbor algorithms
-
R. Kohavi, P. Langley, and Y. Yun, "The utility of feature weighting in nearest-neighbor algorithms," Lecture Notes in Computer Science, 1224, pp. 85-92, 1997.
-
(1997)
Lecture Notes in Computer Science
, vol.1224
, pp. 85-92
-
-
Kohavi, R.1
Langley, P.2
Yun, Y.3
|