-
2
-
-
84897785955
-
Applying one-sided selection to unbalanced datasets
-
Cairó, O., Cantú, F.J. (eds.) MICAI 2000. Springer, Heidelberg
-
Batista, G., Carvalho, A., Monard, M.: Applying one-sided selection to unbalanced datasets. In: Cairó, O., Cantú, F.J. (eds.) MICAI 2000. LNCS, vol. 1793, pp. 315-325. Springer, Heidelberg (2000)
-
(2000)
LNCS
, vol.1793
, pp. 315-325
-
-
Batista, G.1
Carvalho, A.2
Monard, M.3
-
4
-
-
14644421108
-
A racing algorithm for configuring metaheuristics
-
Birattari, M., Stützle, T., Paquete, L., Varrentrapp, K.: A racing algorithm for configuring metaheuristics. In: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 11-18 (2002)
-
(2002)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 11-18
-
-
Birattari, M.1
Stützle, T.2
Paquete, L.3
Varrentrapp, K.4
-
5
-
-
84870778933
-
-
Arxiv preprint arXiv:1106.1813
-
Chawla, N., Bowyer, K., Hall, L., Kegelmeyer, W.: Smote: synthetic minority oversampling technique. Arxiv preprint arXiv:1106.1813 (2011)
-
(2011)
Smote: Synthetic Minority Oversampling Technique
-
-
Chawla, N.1
Bowyer, K.2
Hall, L.3
Kegelmeyer, W.4
-
6
-
-
34249966007
-
The cn2 induction algorithm
-
Clark, P., Niblett, T.: The cn2 induction algorithm. Machine Learning 3(4), 261-283 (1989)
-
(1989)
Machine Learning
, vol.3
, Issue.4
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
7
-
-
27344432474
-
C4. 5, class imbalance, and cost sensitivity: Why under-sampling beats over-sampling
-
Citeseer
-
Drummond, C., Holte, R., et al.: C4. 5, class imbalance, and cost sensitivity: why under-sampling beats over-sampling. In: Workshop on Learning from Imbalanced Datasets II. Citeseer (2003)
-
(2003)
Workshop on Learning from Imbalanced Datasets II
-
-
Drummond, C.1
Holte, R.2
-
9
-
-
0002448383
-
Concept learning and the problem of small disjuncts
-
Citeseer
-
Holte, R.C., Acker, L.E., Porter, B.W., et al.: Concept learning and the problem of small disjuncts. In: Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, vol. 1. Citeseer (1989)
-
(1989)
Proceedings of the Eleventh International Joint Conference on Artificial Intelligence
, vol.1
-
-
Holte, R.C.1
Acker, L.E.2
Porter, B.W.3
-
10
-
-
33845536164
-
The class imbalance problem: A systematic study
-
Japkowicz, N., Stephen, S.: The class imbalance problem: A systematic study. Intelligent Data Analysis 6(5), 429-449 (2002)
-
(2002)
Intelligent Data Analysis
, vol.6
, Issue.5
, pp. 429-449
-
-
Japkowicz, N.1
Stephen, S.2
-
11
-
-
0001972236
-
Addressing the curse of imbalanced training sets: Onesided selection
-
Morgan Kaufmann Publishers, Inc.
-
Kubat, M., Matwin, S., et al.: Addressing the curse of imbalanced training sets: onesided selection. In: Machine Learning-International Workshop Then Conference, pp. 179-186. Morgan Kaufmann Publishers, Inc. (1997)
-
(1997)
Machine Learning-International Workshop Then Conference
, pp. 179-186
-
-
Kubat, M.1
Matwin, S.2
-
12
-
-
84947425690
-
Improving identification of difficult small classes by balancing class distribution
-
Quaglini, S., Barahona, P., Andreassen, S. (eds.) AIME 2001. Springer, Heidelberg
-
Laurikkala, J.: Improving identification of difficult small classes by balancing class distribution. In: Quaglini, S., Barahona, P., Andreassen, S. (eds.) AIME 2001. LNCS (LNAI), vol. 2101, pp. 63-66. Springer, Heidelberg (2001)
-
(2001)
LNCS (LNAI)
, vol.2101
, pp. 63-66
-
-
Laurikkala, J.1
-
13
-
-
64049108468
-
Exploratory undersampling for class-imbalance learning
-
Liu, X., Wu, J., Zhou, Z.: Exploratory undersampling for class-imbalance learning. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 39(2), 539-550 (2009)
-
(2009)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.39
, Issue.2
, pp. 539-550
-
-
Liu, X.1
Wu, J.2
Zhou, Z.3
-
14
-
-
84875898112
-
A dynamic sampling approach to training neural networks for multi-class imbalance classification
-
Lin, K.T.M., Yao, X.: A dynamic sampling approach to training neural networks for multi-class imbalance classification. IEEE Transactions on Neural Networks and Learning Systems 24, 647-660 (2013)
-
(2013)
IEEE Transactions on Neural Networks and Learning Systems
, vol.24
, pp. 647-660
-
-
Lin, K.T.M.1
Yao, X.2
-
18
-
-
79961135005
-
-
R Development Core Team. R Foundation for Statistical Computing, Vienna, Austria ISBN 3-900051-07-0
-
R Development Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria (2011) ISBN 3-900051-07-0
-
(2011)
R: A Language and Environment for Statistical Computing
-
-
-
20
-
-
0015361129
-
Asymptotic properties of nearest neighbor rules using edited data
-
Wilson, D.: Asymptotic properties of nearest neighbor rules using edited data. IEEE Transactions on Systems, Man and Cybernetics (3), 408-421 (1972)
-
(1972)
IEEE Transactions on Systems, Man and Cybernetics
, Issue.3
, pp. 408-421
-
-
Wilson, D.1
-
21
-
-
0343081513
-
Reduction techniques for instance-based learning algorithms
-
Wilson, D., Martinez, T.: Reduction techniques for instance-based learning algorithms. Machine Learning 38(3), 257-286 (2000)
-
(2000)
Machine Learning
, vol.38
, Issue.3
, pp. 257-286
-
-
Wilson, D.1
Martinez, T.2
|