-
2
-
-
84862027781
-
Imbalanced multi-modal multi-label learning for subcellular localization prediction of human proteins with both single and multiple sites
-
He, J., Gu, H., Liu,W.: Imbalanced multi-modal multi-label learning for subcellular localization prediction of human proteins with both single and multiple sites. PloS One 7(6), 7155 (2012)
-
(2012)
PloS One
, vol.7
, Issue.6
, pp. 7155
-
-
He, J.1
Gu, H.2
Liu, W.3
-
3
-
-
84884913245
-
A first approach to deal with imbalance in multi-label datasets
-
Pan, J.-S., Polycarpou, M.M., Woizniak, M., de Carvalho, A.C.P.L.F., Quintiian, H., Corchado, E. (eds Springer, Heidelberg LNCS
-
Charte, F., Rivera, A., del Jesus, M.J., Herrera, F.: A first approach to deal with imbalance in multi-label datasets. In: Pan, J.-S., Polycarpou, M.M., Woizniak, M., de Carvalho, A.C.P.L.F., Quintiian, H., Corchado, E. (eds.) HAIS 2013. LNCS, vol. 8073, pp. 150-160. Springer, Heidelberg (2013)
-
(2013)
HAIS 2013
, vol.8073
, pp. 150-160
-
-
Charte, F.1
Rivera, A.2
Del Jesus, M.J.3
Herrera, F.4
-
4
-
-
0015361129
-
Asymptotic properties of nearest neighbor rules using edited data
-
Wilson, D.L.: Asymptotic properties of nearest neighbor rules using edited data. IEEE Trans. on SMC-2(3), 408-421 (1972)
-
(1972)
IEEE Trans. on SMC
, vol.2
, Issue.3
, pp. 408-421
-
-
Wilson, D.L.1
-
5
-
-
77956163078
-
Mining multi-label data
-
Maimon, O., Rokach, L. (eds ch. 34Springer US, Boston
-
Tsoumakas, G., Katakis, I., Vlahavas, I.: Mining Multi-label Data. In: Maimon, O., Rokach, L. (eds.) Data Mining and Knowledge Discovery Handbook, ch. 34, pp. 667-685. Springer US, Boston (2010)
-
(2010)
Data Mining and Knowledge Discovery Handbook
, pp. 667-685
-
-
Tsoumakas, G.1
Katakis, I.2
Vlahavas, I.3
-
7
-
-
84855780778
-
Multilabel classification using heterogeneous ensemble of multi-label classifiers
-
Tahir, M.A., Kittler, J., Bouridane, A.: Multilabel classification using heterogeneous ensemble of multi-label classifiers. Pattern Recognit. Lett. 33(5), 513-523 (2012)
-
(2012)
Pattern Recognit. Lett
, vol.33
, Issue.5
, pp. 513-523
-
-
Tahir, M.A.1
Kittler, J.2
Bouridane, A.3
-
8
-
-
80052394779
-
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance
-
Garcia, V., Sianchez, J., Mollineda, R.: On the effectiveness of preprocessing methods when dealing with different levels of class imbalance. Knowl. Based Systems 25(1), 13-21 (2012)
-
(2012)
Knowl. Based Systems
, vol.25
, Issue.1
, pp. 13-21
-
-
Garcia, V.1
Sianchez, J.2
Mollineda, R.3
-
9
-
-
80052236046
-
MULAN: A java library for multi-label learning
-
Tsoumakas, G., Xioufis, E.S., Vilcek, J., Vlahavas, I.: MULAN: A Java Library for Multi-Label Learning. J. Mach. Learn. Res. 12, 2411-2414 (2011)
-
(2011)
J. Mach. Learn. Res
, vol.12
, pp. 2411-2414
-
-
Tsoumakas, G.1
Xioufis, E.S.2
Vilcek, J.3
Vlahavas, I.4
-
10
-
-
7444230008
-
Discriminative methods for multi-labeled classification
-
Dai, H., Srikant, R., Zhang, C. (eds LNCS (LNAI Springer, Heidelberg
-
Godbole, S., Sarawagi, S.: Discriminative Methods for Multi-labeled Classification. In: Dai, H., Srikant, R., Zhang, C. (eds.) PAKDD 2004. LNCS (LNAI), vol. 3056, pp. 22-30. Springer, Heidelberg (2004)
-
(2004)
PAKDD 2004
, vol.3056
, pp. 22-30
-
-
Godbole, S.1
Sarawagi, S.2
-
11
-
-
52949105710
-
Multilabel classification via calibrated label ranking
-
Fünz, J., Hiullermeier, E., Loza Mencia, E., Brinker, K.: Multilabel classification via calibrated label ranking. Mach. Learn. 73, 133-153 (2008)
-
(2008)
Mach. Learn
, vol.73
, pp. 133-153
-
-
Fünz, J.1
Hiullermeier, E.2
Loza Mencia, E.3
Brinker, K.4
-
12
-
-
38049123909
-
Random k-labelsets: An ensemble method for multilabel classification
-
Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenic, D., Skowron, A. (eds.) Springer, Heidelberg . LNCS (LNAI)
-
Tsoumakas, G., Vlahavas, I.: Random k-labelsets: An ensemble method for multilabel classification. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenic, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), vol. 4701, pp. 406-417. Springer, Heidelberg (2007)
-
(2007)
ECML 2007
, vol.4701
, pp. 406-417
-
-
Tsoumakas, G.1
Vlahavas, I.2
|