-
1
-
-
0031381525
-
Wrappers for feature subset selection
-
Kohavi, R., John, G.: Wrappers for feature subset selection. Artificial Intelligence, Special issue on relevance 97(1-2), 273-324 (1997)
-
(1997)
Artificial Intelligence, Special issue on relevance
, vol.97
, Issue.1-2
, pp. 273-324
-
-
Kohavi, R.1
John, G.2
-
2
-
-
56049122237
-
Scalable feature selection for multiclass problems
-
Chiblovskii, B., Lecerf, L.: Scalable feature selection for multiclass problems. In: Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2008, pp. 227-240 (2008)
-
(2008)
Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases, ECML
, vol.PKDD 2008
, pp. 227-240
-
-
Chiblovskii, B.1
Lecerf, L.2
-
3
-
-
0034651854
-
A technique for feature selection in multiclass problems
-
Bruzzone, L., Serpico, S.: A technique for feature selection in multiclass problems. Int. J. of Remote Sensing 21(3), 549-563 (2000)
-
(2000)
Int. J. of Remote Sensing
, vol.21
, Issue.3
, pp. 549-563
-
-
Bruzzone, L.1
Serpico, S.2
-
4
-
-
38449103194
-
Capturing heuristic and intelligents methods for improvinf micro-array data classification
-
Yin, H, Tino, P, Corchado, E, Byrne, W, Yao, X, eds, IDEAL 2007, Springer, Heidelberg
-
Bosin, A., Dessí, N., Pes, B.: Capturing heuristic and intelligents methods for improvinf micro-array data classification. In: Yin, H., Tino, P., Corchado, E., Byrne, W., Yao, X. (eds.) IDEAL 2007. LNCS, vol. 4881, pp. 790-799. Springer, Heidelberg (2007)
-
(2007)
LNCS
, vol.4881
, pp. 790-799
-
-
Bosin, A.1
Dessí, N.2
Pes, B.3
-
5
-
-
38349032970
-
Feature selection based on sensitivity analysis
-
Borrajo, D, Castillo, L, Corchado, J.M, eds, CAEPIA 2007, Springer, Heidelberg
-
Sánchez-Maroño, N., Alonso-Betanzos, A.: Feature selection based on sensitivity analysis. In: Borrajo, D., Castillo, L., Corchado, J.M. (eds.) CAEPIA 2007. LNCS, vol. 4788, pp. 239-248. Springer, Heidelberg (2007)
-
(2007)
LNCS
, vol.4788
, pp. 239-248
-
-
Sánchez-Maroño, N.1
Alonso-Betanzos, A.2
-
6
-
-
0005940816
-
-
Kluwer Academic Publishers, Dordrecht
-
Castillo, E., Cobo, A., Gutiérrez, M., Pruneda, E.: Functional Networks with Applications. Kluwer Academic Publishers, Dordrecht (1998)
-
(1998)
Functional Networks with Applications
-
-
Castillo, E.1
Cobo, A.2
Gutiérrez, M.3
Pruneda, E.4
-
7
-
-
0034926426
-
Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates
-
Sobol, I.M.: Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Mathematics and Computers in Simulation 55, 271-280 (2001)
-
(2001)
Mathematics and Computers in Simulation
, vol.55
, pp. 271-280
-
-
Sobol, I.M.1
-
8
-
-
33845996927
-
Functional network topology learning and sensitivity analysis based on anova decomposition
-
Castillo, E., Sánchez-Maroño, N., Alonso-Betanzos, A., Castillo, M.: Functional network topology learning and sensitivity analysis based on anova decomposition. Neural Computation 19(1) (2007)
-
(2007)
Neural Computation
, vol.19
, Issue.1
-
-
Castillo, E.1
Sánchez-Maroño, N.2
Alonso-Betanzos, A.3
Castillo, M.4
-
9
-
-
2942731012
-
An extensive empirical study of feature selection metrics for text classification
-
Forman, G.: An extensive empirical study of feature selection metrics for text classification. Journal of Machine Learning Research, 1289-1305 (2003)
-
(2003)
Journal of Machine Learning Research
, vol.1289-1305
-
-
Forman, G.1
-
10
-
-
38349053953
-
Feature extraction
-
Springer, Heidelberg
-
Guyon, I., Gunn, S., Nikravesh, M., Zadeh, L.: Feature extraction. Foundations and applications. Springer, Heidelberg (2006)
-
(2006)
Foundations and applications
-
-
Guyon, I.1
Gunn, S.2
Nikravesh, M.3
Zadeh, L.4
-
12
-
-
84945261048
-
-
Holmes, G., Pfahringer, B., Kirkby, R., Frank, E., Hall, M.: Multiclass alternating decision trees. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS, 2430, p. 161. Springer, Heidelberg (2002)
-
Holmes, G., Pfahringer, B., Kirkby, R., Frank, E., Hall, M.: Multiclass alternating decision trees. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS, vol. 2430, p. 161. Springer, Heidelberg (2002)
-
-
-
-
13
-
-
0034164230
-
Additive logistic regresion: A statistical view of boosting
-
Friedman, J.: Additive logistic regresion: a statistical view of boosting. The Annals of Statistic 28(2), 337-374 (2000)
-
(2000)
The Annals of Statistic
, vol.28
, Issue.2
, pp. 337-374
-
-
Friedman, J.1
-
14
-
-
84944215019
-
-
Oza, N., Turner, K.: Input decimation ensembles: decorrelation through dimensionality reduction. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, 2096, p. 238. Springer, Heidelberg (2001)
-
Oza, N., Turner, K.: Input decimation ensembles: decorrelation through dimensionality reduction. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, vol. 2096, p. 238. Springer, Heidelberg (2001)
-
-
-
-
17
-
-
0346586663
-
SMOTE: Synthetic minority over-sampling technique
-
Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: SMOTE: Synthetic minority over-sampling technique. Journal of Artificial Intelligence Research 16, 321-357 (2002)
-
(2002)
Journal of Artificial Intelligence Research
, vol.16
, pp. 321-357
-
-
Chawla, N.V.1
Bowyer, K.W.2
Hall, L.O.3
Kegelmeyer, W.P.4
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