-
2
-
-
0001845032
-
Bootstrap methods for the cost-sensitive evaluation of classifiers
-
Margineantu, D., Dietterich, T. G.: Bootstrap Methods for the Cost-Sensitive Evaluation of Classifiers, ICML-2000, 583-590 (2000).
-
(2000)
ICML-2000
, pp. 583-590
-
-
Margineantu, D.1
Dietterich, T.G.2
-
3
-
-
26944434943
-
Exploiting the cost (In)sensitivity of decision tree splitting criteria
-
Drummond, C., Holte, R. C.: Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria, ICML-2000, 239-246 (2000).
-
(2000)
ICML-2000
, pp. 239-246
-
-
Drummond, C.1
Holte, R.C.2
-
4
-
-
0002804620
-
A comparative study of cost-sensitive boosting algorithms
-
Ting, K. M.: A Comparative Study of Cost-Sensitive Boosting Algorithms, ICML-2000, 983-990 (2000).
-
(2000)
ICML-2000
, pp. 983-990
-
-
Ting, K.M.1
-
5
-
-
1942418086
-
Pattern classification using support vector machine ensemble
-
Kim, H. C., Pang, S. et al.: Pattern Classification Using Support Vector Machine Ensemble. ICPR'02 20160-20163 (2002).
-
(2002)
ICPR'02
, pp. 20160-20163
-
-
Kim, H.C.1
Pang, S.2
-
6
-
-
0142025124
-
Constructing supporting vector machine ensemble
-
Kim, H. C., Peng S. et al.: Constructing Supporting Vector Machine Ensemble, The Journal of Pattern Recognition 36 (2003) 2757-2767.
-
(2003)
The Journal of Pattern Recognition
, vol.36
, pp. 2757-2767
-
-
Kim, H.C.1
Peng, S.2
-
7
-
-
0035173242
-
Combining support vector machines for accurate face detection
-
Buciu, I., Kotropoulos C., Pitas, I.: Combining Support Vector Machines for Accurate Face Detection. Proc. of ICIP'01 1054-1057 (2001).
-
(2001)
Proc. of ICIP'01
, pp. 1054-1057
-
-
Buciu, I.1
Kotropoulos, C.2
Pitas, I.3
-
8
-
-
26944501740
-
Bias-variance analysis of support vector machines for the development of SVM-based ensemble methods
-
Valentini, G., Dietterich, T. G.: Bias-variance analysis of Support Vector Machines for the Development of SVM-based Ensemble Methods. Journal of Machine Learning Research, 5 (2004) 725-775.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 725-775
-
-
Valentini, G.1
Dietterich, T.G.2
-
10
-
-
0033624996
-
A CAD system for the automatic detection of clustered microcalcifications in digitized mammogram films
-
Yu, S., Guan, L.: A CAD System for the Automatic Detection of Clustered Microcalcifications in Digitized Mammogram Films, IEEE Trans. Med. Imag. 19 (2000) 115-126.
-
(2000)
IEEE Trans. Med. Imag.
, vol.19
, pp. 115-126
-
-
Yu, S.1
Guan, L.2
-
11
-
-
0036489381
-
Learning contextual relationships in mammograms using a hierarchical pyramid neural network
-
Sajda, P., Spence, C., Pearson, J.: Learning Contextual Relationships in Mammograms Using a Hierarchical Pyramid Neural Network, IEEE Trans. Med. Imag., 21(3) (2002) 239-250.
-
(2002)
IEEE Trans. Med. Imag.
, vol.21
, Issue.3
, pp. 239-250
-
-
Sajda, P.1
Spence, C.2
Pearson, J.3
-
12
-
-
0037002322
-
A support vector machine approach for detection of microcalcifications
-
El-Naqa I., Yang Y., Wernick, M. N. et al: A Support Vector Machine Approach for Detection of Microcalcifications, IEEE Trans. Med. Imag., 21(12) (2002) 1552-1563.
-
(2002)
IEEE Trans. Med. Imag.
, vol.21
, Issue.12
, pp. 1552-1563
-
-
El-Naqa, I.1
Yang, Y.2
Wernick, M.N.3
-
15
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Freund, Y., Schapire, R. E.: A Decision-theoretic Generalization of On-line Learning and an Application to Boosting, Journal of Computer and System Sciences, 55(1) (1997) 119-139.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
19
-
-
0013316935
-
Adacost: Misclassification cost-sensitive boosting
-
Fan, W., Stolfo, S., et al.: Adacost: Misclassification Cost-sensitive Boosting, ICML-99 99-105 (1999).
-
(1999)
ICML-99
, pp. 99-105
-
-
Fan, W.1
Stolfo, S.2
-
20
-
-
0035283313
-
Robust classification for imprecise environments
-
Provost F., Fawcett, T.: Robust Classification for Imprecise Environments, Machine Learning Journal, 42(3) (2001) 203-231.
-
(2001)
Machine Learning Journal
, vol.42
, Issue.3
, pp. 203-231
-
-
Provost, F.1
Fawcett, T.2
-
21
-
-
26944454497
-
ROC graphs: Notes and practical considerations for researchers
-
Submitted to
-
Fawcett, T.: ROC Graphs: Notes and Practical Considerations for Researchers, Submitted to Machine Learning Journal, 2004.
-
(2004)
Machine Learning Journal
-
-
Fawcett, T.1
-
22
-
-
0031191630
-
The use of the area under the ROC curve in the evaluation of machine learning algorithms
-
Bradley, A. P.: The use of the Area under the ROC curve in the Evaluation of Machine Learning Algorithms, The Journal of Pattern Recognition, 30(7), (1997) 1145-1159.
-
(1997)
The Journal of Pattern Recognition
, vol.30
, Issue.7
, pp. 1145-1159
-
-
Bradley, A.P.1
|