-
1
-
-
27144549260
-
Editorial: Special issue on learning from imbalanced data sets
-
ACM, Jun
-
Chawla, N. V., Japkowicz, N., and Kotcz, "Editorial: special issue on learning from imbalanced data sets." SIGKDD Exploration Newsletter, ACM, Jun. 2004, Vol. 6 Issue 1, pp. 1-6.
-
(2004)
SIGKDD Exploration Newsletter
, vol.6
, Issue.1
, pp. 1-6
-
-
Chawla, N.V.1
Japkowicz, N.2
Kotcz3
-
2
-
-
29144443664
-
Minority report in fraud detection: Classification of skewed data
-
ACM, Jun
-
Phua, C., Alahakoon, D., and Lee, "Minority report in fraud detection: classification of skewed data." SIGKDD Exploration Newsletter, ACM, Jun. 2004, Vol. 6 Issue 1, pp. 50-59.
-
(2004)
SIGKDD Exploration Newsletter
, vol.6
, Issue.1
, pp. 50-59
-
-
Phua, C.1
Alahakoon, D.2
Lee3
-
3
-
-
0013113240
-
Adaptive Fraud Detection
-
Sept
-
T.E. Fawcett, and F. Provost. "Adaptive Fraud Detection.", Data Mining and Knowledge Discovery, Sept. 1997, Vol. 1 Issue 3, pp. 291-316.
-
(1997)
Data Mining and Knowledge Discovery
, vol.1
, Issue.3
, pp. 291-316
-
-
Fawcett, T.E.1
Provost, F.2
-
4
-
-
0031998121
-
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
-
M. Kubat, R. Holte, and S. Matwin. "Machine Learning for the Detection of Oil Spills in Satellite Radar Images." Machine Learning, 1998, Vol. 30 Issue 2-3, pp. 195-215.
-
(1998)
Machine Learning
, vol.30
, Issue.2-3
, pp. 195-215
-
-
Kubat, M.1
Holte, R.2
Matwin, S.3
-
5
-
-
48149113598
-
-
M. D. Del Castillo, and J. Serrano, A multistrategy approach for digital text categorization from imbalanced documents., SIGKDD Explorations Newsletter, ACM Press, Jun. 2004, 6 Issuel, pp. 70-79.
-
M. D. Del Castillo, and J. Serrano, "A multistrategy approach for digital text categorization from imbalanced documents.", SIGKDD Explorations Newsletter, ACM Press, Jun. 2004, Vol. 6 Issuel, pp. 70-79.
-
-
-
-
6
-
-
10044274214
-
Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM based Classification
-
Cambridge, UK
-
C. D'Elia, C. Marrocco, M. Molinara, G. Poggi, G. Scarpa, F. Tortorella, "Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM based Classification", IEEE Computer Society Press, Proc. of the 17th International Conference on Pattern Recognition, Cambridge, UK, 2004.
-
(2004)
IEEE Computer Society Press, Proc. of the 17th International Conference on Pattern Recognition
-
-
D'Elia, C.1
Marrocco, C.2
Molinara, M.3
Poggi, G.4
Scarpa, G.5
Tortorella, F.6
-
7
-
-
48149090878
-
UCI Repository of Machine Learning Databases. University California at Irvine, Department of Information and Computer
-
P.M. Murphy, and D. W. Aha. "UCI Repository of Machine Learning Databases." University California at Irvine, Department of Information and Computer Science.
-
Science
-
-
Murphy, P.M.1
Aha, D.W.2
-
8
-
-
20844441675
-
KBA: Kernel Boundary Alignment Considering Imbalanced Distribution
-
June
-
G. Wu, and E.Y. Chang, "KBA: Kernel Boundary Alignment Considering Imbalanced Distribution", IEEE Transactions on Knowledge and Data Engineering, June 2005, Vol. 17, Issue 6, pp. 786-795.
-
(2005)
IEEE Transactions on Knowledge and Data Engineering
, vol.17
, Issue.6
, pp. 786-795
-
-
Wu, G.1
Chang, E.Y.2
-
9
-
-
51649085353
-
Evaluating boosting algorithms to classify rare classes: Comparison and improvements
-
IEEE Computer Society
-
M. Joshi, V. Kumar, and R. Agarwal. "Evaluating boosting algorithms to classify rare classes: comparison and improvements.", Proceedings of the 2001 IEEE International Conference on Data Mining, IEEE Computer Society, 2001, pp. 257-264.
-
(2001)
Proceedings of the 2001 IEEE International Conference on Data Mining
, pp. 257-264
-
-
Joshi, M.1
Kumar, V.2
Agarwal, R.3
-
10
-
-
3843122167
-
Neural Network Training on Unequally Represented Classes
-
New York. ASME Press
-
DeRouin, E., Brown, J., Fausett, L., & Schneider, M. (1991). Neural Network Training on Unequally Represented Classes. In Intellligent Engineering Systems Through Artificial Neural Networks, pp. 135-141 New York. ASME Press.
-
(1991)
Intellligent Engineering Systems Through Artificial Neural Networks
, pp. 135-141
-
-
DeRouin, E.1
Brown, J.2
Fausett, L.3
Schneider, M.4
-
11
-
-
33750338026
-
-
J. Xie, and Z. Qiu. The effect of imbalanced datasets on LDA: A theoretical and empirical analysis, Pattern Recognition, Elsevier Science Inc., Feb. 2007, 40, Issue 2, pp. 557-562.
-
J. Xie, and Z. Qiu. "The effect of imbalanced datasets on LDA: A theoretical and empirical analysis", Pattern Recognition, Elsevier Science Inc., Feb. 2007, Vol. 40, Issue 2, pp. 557-562.
-
-
-
-
12
-
-
85096855936
-
One-Class SVMs for Document Classification
-
MIT, March
-
L.M. Manevitz and M. Yousef. "One-Class SVMs for Document Classification", The Journal of Machine Learning Research, MIT, March 2002, Vol. 2, pp. 139-154.
-
(2002)
The Journal of Machine Learning Research
, vol.2
, pp. 139-154
-
-
Manevitz, L.M.1
Yousef, M.2
-
13
-
-
9444297357
-
SMOTEBoost: Improving prediction of the minority class in boosting
-
Croatia
-
N. Chawla, A. Lazarevic, L. Hall, and K. Bowyer. "SMOTEBoost: improving prediction of the minority class in boosting.", 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, 2003, pp. 107-119.
-
(2003)
7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik
, pp. 107-119
-
-
Chawla, N.1
Lazarevic, A.2
Hall, L.3
Bowyer, K.4
-
14
-
-
33845953137
-
Reducing the Overfitting of Adaboost by Controlling its Data Distribution Skewness
-
World Scientific Publishing Company, Nov
-
Y. Sun, S. Todorovic and J. Li, "Reducing the Overfitting of Adaboost by Controlling its Data Distribution Skewness", International Journal of Pattern Recognition and Artificial Intelligence, World Scientific Publishing Company, Nov. 2006, Vol. 2, Issue. 7, pp 1093-1116.
-
(2006)
International Journal of Pattern Recognition and Artificial Intelligence
, vol.2
, Issue.7
, pp. 1093-1116
-
-
Sun, Y.1
Todorovic, S.2
Li, J.3
-
15
-
-
1442275185
-
Learning when training data are costly: The effect of class distribution on tree induction
-
G. Weiss, and F. Provost. "Learning when training data are costly: The effect of class distribution on tree induction." Journal of Artificial Intelligence Research, 2003, Vol. 19, pp 315-354.
-
(2003)
Journal of Artificial Intelligence Research
, vol.19
, pp. 315-354
-
-
Weiss, G.1
Provost, F.2
-
17
-
-
48149101766
-
-
G. E. Batista, R. C. Prati, and M. C. Monard. A study of the behavior of several methods for balancing machine learning training data. SIGKDD Explorations Newsletter, ACM Press, Jun. 2004, 6, Issue 1, pp. 20-29.
-
G. E. Batista, R. C. Prati, and M. C. Monard. "A study of the behavior of several methods for balancing machine learning training data". SIGKDD Explorations Newsletter, ACM Press, Jun. 2004, Vol. 6, Issue 1, pp. 20-29.
-
-
-
-
18
-
-
0346586663
-
SMOTE: Synthetic Minority Over-sampling Technique
-
N. Chawla, K. Bowyer, L. Hall and W. Kegelmeyer. 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.1
Bowyer, K.2
Hall, L.3
Kegelmeyer, W.4
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