-
4
-
-
0000551189
-
Popular ensemble methods: An empirical study
-
Opitz, D., & Macline, R. (1999). Popular Ensemble methods: An Empirical Study. Journal of AI Research pp. 169-198.
-
(1999)
Journal of AI Research
, pp. 169-198
-
-
Opitz, D.1
Macline, R.2
-
6
-
-
0034250160
-
An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
-
Dietterich, T. G. (2000). An Experimental Comparison of Three Methods for constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization. Machine Learning, 40, 139-157.
-
(2000)
Machine Learning
, vol.40
, pp. 139-157
-
-
Dietterich, T.G.1
-
8
-
-
0342502195
-
Soft margins for adaboost
-
Ratsch, G., Onoda, T., & Muller, K. (2000). Soft Margins for Adaboost. Machine Learning, 42, 287-320.
-
(2000)
Machine Learning
, vol.42
, pp. 287-320
-
-
Ratsch, G.1
Onoda, T.2
Muller, K.3
-
10
-
-
0031120321
-
Inducing features of random fields
-
Delia Pietra, S., Della Pietra, V.J., & Lafferty, J.D. (1997). Inducing Features of Random Fields. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19, 380-393.
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, pp. 380-393
-
-
Delia Pietra, S.1
Della Pietra, V.J.2
Lafferty, J.D.3
-
11
-
-
0005254528
-
Interactive feature induction and logistic regression for whole sentence exponential language models
-
Keystone, Colorado
-
Rosenfeld, R., Wasserman, L., Cai, C., & Zhu, X.J. (1999). Interactive Feature Induction and Logistic Regression for Whole Sentence Exponential Language Models. In Proc. IEEE workshop on Automatic Speech Recognition and Understanding, Keystone, Colorado.
-
(1999)
Proc. IEEE Workshop on Automatic Speech Recognition and Understanding
-
-
Rosenfeld, R.1
Wasserman, L.2
Cai, C.3
Zhu, X.J.4
-
12
-
-
27144489164
-
A tutorial on support vector machine for pattern recognition
-
Burges, C.J.C. (1998). A Tutorial on Support Vector Machine for Pattern Recognition, Knowledge Discovery and Data Mining, 2(2).
-
(1998)
Knowledge Discovery and Data Mining
, vol.2
, Issue.2
-
-
Burges, C.J.C.1
-
14
-
-
0033281701
-
Improved boosting algorithms using confidence-rated predictions
-
Schapire, R.E. & Singer, Y. (1999). Improved Boosting Algorithms using Confidence-rated Predictions, Machine Learning 37 (3): 291-336.
-
(1999)
Machine Learning
, vol.37
, Issue.3
, pp. 291-336
-
-
Schapire, R.E.1
Singer, Y.2
-
16
-
-
84860076712
-
-
TRECVID
-
TRECVID (2003). http://wwwnlpir.nist.gov/projects/tv2003/tv2003.html.
-
(2003)
-
-
-
17
-
-
1942420344
-
Modified logistic regression: An approximation to SVM and its applications in large-scale text categorization
-
Zhang, J., Jin, R., Yang, Y. & Hauptmann, A.G. (2003). Modified Logistic Regression: An Approximation to SVM and its Applications in Large-Scale Text Categorization, In Proc. of International Conference on Machine Learning (ICML 2003).
-
(2003)
Proc. of International Conference on Machine Learning (ICML 2003)
-
-
Zhang, J.1
Jin, R.2
Yang, Y.3
Hauptmann, A.G.4
|