-
1
-
-
77956458333
-
A study of feature selection for text categorization on imbalanced data
-
in Chinese
-
Xu Yan, Li Jintao, Wang Bin, et al. A study of feature selection for text categorization on imbalanced data [J]. Journal of Computer Research and Development, 2006, 43(Suppl): 58-62 (in Chinese)
-
(2006)
Journal of Computer Research and Development
, vol.43
, Issue.SUPPL.
, pp. 58-62
-
-
Xu, Y.1
Li, J.2
Wang, B.3
-
3
-
-
0031998121
-
Machine learning for the detection of oil spills in satellite radar images
-
Kubat M S, Holte R C S, Matwin S S. Machine learning for the detection of oil spills in satellite radar images [J]. Machine Learning, 1998, 30(2): 195-215.
-
(1998)
Machine Learning
, vol.30
, Issue.2
, pp. 195-215
-
-
Kubat, M.S.1
Holte, R.C.S.2
Matwin, S.S.3
-
4
-
-
12244261390
-
"In vivo" spam filtering: A challenge problem for data mining
-
Fawcett T. "In vivo" spam filtering: A challenge problem for data mining [J]. ACM SIGKDD Explorations, 2003, 5(2): 140-148.
-
(2003)
ACM SIGKDD Explorations
, vol.5
, Issue.2
, pp. 140-148
-
-
Fawcett, T.1
-
5
-
-
33750416896
-
PSol: A positive sample only learning algorithm for finding non-coding RNA genes
-
Wang Chunlin, Ding Chris, Meraz R F, et al. PSol: A positive sample only learning algorithm for finding non-coding RNA genes [J]. Bioinformatics, 2006, 22(21): 2590-2596.
-
(2006)
Bioinformatics
, vol.22
, Issue.21
, pp. 2590-2596
-
-
Wang, C.1
Ding, C.2
Meraz, R.F.3
-
6
-
-
34547596338
-
MiPred: Classification of real and pseudo microRNA precursors using random forest prediction model with combined features
-
Jiang P, Wu H, Wang W, et al. MiPred: Classification of real and pseudo microRNA precursors using random forest prediction model with combined features [J]. Nucleic Acids Research, 2007, 35: W339-W344.
-
(2007)
Nucleic Acids Research
, vol.35
-
-
Jiang, P.1
Wu, H.2
Wang, W.3
-
7
-
-
0032706623
-
A general approach to single-nucleotide polymorphism discovery
-
Marth G T, et al. A general approach to single-nucleotide polymorphism discovery [J]. Nature Genetics, 1999, 23(4): 452-456.
-
(1999)
Nature Genetics
, vol.23
, Issue.4
, pp. 452-456
-
-
Marth, G.T.1
-
8
-
-
33747444190
-
Model-free gene selection method by considering unbalanced samples
-
in Chinese
-
Li Jianzhong, Yang Kun, Gao Hong, et al. Model-free gene selection method by considering unbalanced samples [J]. Journal of Software, 2006, 17(7): 1485-1493 (in Chinese)
-
(2006)
Journal of Software
, vol.17
, Issue.7
, pp. 1485-1493
-
-
Li, J.1
Yang, K.2
Gao, H.3
-
9
-
-
0346586663
-
SMOTE: Synthetic minority over-sampling technique
-
Chawla N V, Bowyer K W, Hall L O, et al. SMOTE: Synthetic minority over-sampling technique [J]. Journal of Artificial Intelligence Research, 2002, 16(6): 321-357.
-
(2002)
Journal of Artificial Intelligence Research
, vol.16
, Issue.6
, pp. 321-357
-
-
Chawla, N.V.1
Bowyer, K.W.2
Hall, L.O.3
-
10
-
-
27144531570
-
A study of the behavior of several methods for balancing machine learning training data
-
Batista G E, Prati R C, Monard M C. A study of the behavior of several methods for balancing machine learning training data [J]. ACM SIGKDD Explorations, 2004, 6(1): 20-29.
-
(2004)
ACM SIGKDD Explorations
, vol.6
, Issue.1
, pp. 20-29
-
-
Batista, G.E.1
Prati, R.C.2
Monard, M.C.3
-
11
-
-
27144479454
-
Learning from imbalanced data sets with boosting and data generation: The DataBoost-IM approach
-
Guo H, Viktor H L. Learning from imbalanced data sets with boosting and data generation: The DataBoost-IM approach [J]. ACM SIGKDD Explorations, 2004, 6(1): 30-39.
-
(2004)
ACM SIGKDD Explorations
, vol.6
, Issue.1
, pp. 30-39
-
-
Guo, H.1
Viktor, H.L.2
-
12
-
-
33749245586
-
Cost-sensitive learning by cost-proportionate example weighting
-
Piscataway, NJ: IEEE
-
Zadrozny B, Langford J, Abe N. Cost-sensitive learning by cost-proportionate example weighting [C] //Proc of the 3rd Int Conf on Data Mining. Piscataway, NJ: IEEE, 2003: 435-442.
-
(2003)
Proc of the 3rd Int Conf on Data Mining
, pp. 435-442
-
-
Zadrozny, B.1
Langford, J.2
Abe, N.3
-
14
-
-
77956472993
-
A cascade-based classification method for class-imbalanced data
-
in Chinese
-
Liu Xuying, Wu Jianxin, Zhou Zhihua. A cascade-based classification method for class-imbalanced data [J]. Journal of Nanjing University: Natural Sciences, 2006, 42(2): 148-155 (in Chinese)
-
(2006)
Journal of Nanjing University: Natural Sciences
, vol.42
, Issue.2
, pp. 148-155
-
-
Liu, X.1
Wu, J.2
Zhou, Z.3
-
15
-
-
38349072207
-
A classification method for imbalance data set based on hybrid strategy
-
in Chinese
-
Li Peng, Wang Xiaolong, Liu Yuanchao, et al. A classification method for imbalance data set based on hybrid strategy [J]. Acta Electronica Sinica, 2007, 35(11): 2161-2165 (in Chinese)
-
(2007)
Acta Electronica Sinica
, vol.35
, Issue.11
, pp. 2161-2165
-
-
Li, P.1
Wang, X.2
Liu, Y.3
-
16
-
-
30344447264
-
Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine
-
Xue C, Li F, He T, et al. Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine [J]. BMC Bioinformatics, 2005, 6: 310.
-
(2005)
BMC Bioinformatics
, vol.6
, pp. 310
-
-
Xue, C.1
Li, F.2
He, T.3
-
17
-
-
38449092636
-
snoReport: Computational identification of snoRNAs with unknown targets
-
Hertel J, Hofacker I L, Stadler P F. snoReport: Computational identification of snoRNAs with unknown targets [J]. Bioinformatics, 2008, 24(2): 158-164.
-
(2008)
Bioinformatics
, vol.24
, Issue.2
, pp. 158-164
-
-
Hertel, J.1
Hofacker, I.L.2
Stadler, P.F.3
-
18
-
-
85054435084
-
Neural network ensembles, cross validation, and active learning
-
Cambridge: MIT Press
-
Krogh A, et al. Neural network ensembles, cross validation, and active learning [G] //Advances in Neural Information Processing Systems 7. Cambridge: MIT Press, 1995: 231-238.
-
(1995)
Advances in Neural Information Processing Systems 7
, pp. 231-238
-
-
Krogh, A.1
-
19
-
-
7244250182
-
Data mining in bioinformatics using Weka
-
Frank E, et al. Data mining in bioinformatics using Weka [J]. Bioinformatics, 2004, 20(15): 2479-2481.
-
(2004)
Bioinformatics
, vol.20
, Issue.15
, pp. 2479-2481
-
-
Frank, E.1
|