-
2
-
-
34547455416
-
Two-stage classifier for diagnosis of hypertension type
-
In: Maglaveras, N., Chouvarda, I., Koutkias, V., Brause, R. (eds.), Springer, Heidelberg
-
Wozniak, M.: Two-stage classifier for diagnosis of hypertension type. In: Maglaveras, N., Chouvarda, I., Koutkias, V., Brause, R. (eds.) ISBMDA 2006. LNCS (LNBI), vol. 4345, pp. 433-440. Springer, Heidelberg (2006)
-
(2006)
ISBMDA 2006. LNCS (LNBI)
, vol.4345
, pp. 433-440
-
-
Wozniak, M.1
-
3
-
-
84880930315
-
Esh/esc guidelines for the management of arterial hypertension: The task force for the management of arterial hypertension of the european society of hypertension (esh) and of the european society of cardiology (esc)
-
Mancia, G., et al.: Esh/esc guidelines for the management of arterial hypertension: the task force for the management of arterial hypertension of the european society of hypertension (esh) and of the european society of cardiology (esc). European Heart Journal 34(28), 2159-2219 (2013)
-
(2013)
European Heart Journal
, vol.34
, Issue.28
, pp. 2159-2219
-
-
Mancia, G.1
-
4
-
-
77649126524
-
Heart disease and stroke statistics 2010 update a report from the american heart association
-
Lloyd-Jones, D., Adams, R.J., Brown, T.M., Carnethon, M., Dai, S., De Simone, G., Ferguson, T.B., Ford, E., Furie, K., Gillespie, C., et al.: Heart disease and stroke statistics 2010 update a report from the american heart association. Circulation 121(7), e46-e215 (2010)
-
(2010)
Circulation
, vol.121
, Issue.7
-
-
Lloyd-Jones, D.1
Adams, R.J.2
Brown, T.M.3
Carnethon, M.4
Dai, S.5
de Simone, G.6
Ferguson, T.B.7
Ford, E.8
Furie, K.9
Gillespie, C.10
-
5
-
-
67650706774
-
Classification of imbalanced data: A review
-
Sun, Y., Wong, A.K.C., Kamel, M.S.: Classification of imbalanced data: A review. International Journal of Pattern Recognition and Artificial Intelligence 23(4), 687-719 (2009)
-
(2009)
International Journal of Pattern Recognition and Artificial Intelligence
, vol.23
, Issue.4
, pp. 687-719
-
-
Sun, Y.1
Wong, A.K.C.2
Kamel, M.S.3
-
7
-
-
50549093573
-
On the k-nn performance in a challenging scenario of imbalance and overlapping
-
Garcia, V., Mollineda, R.A., Sánchez, J.S.: On the k-nn performance in a challenging scenario of imbalance and overlapping. Pattern Analysis and Applications 11(3-4), 269-280 (2008)
-
(2008)
Pattern Analysis and Applications
, vol.11
, Issue.3-4
, pp. 269-280
-
-
Garcia, V.1
Mollineda, R.A.2
Sánchez, J.S.3
-
8
-
-
84858834586
-
Identification of different types of minority class examples in imbalanced data
-
In: Corchado, E., Snáš;el, V., Abraham, A., Wozniak, M., Graña, M., Cho, S.-B. (eds.), Springer, Heidelberg
-
Napierala, K., Stefanowski, J.: Identification of different types of minority class examples in imbalanced data. In: Corchado, E., Snáš;el, V., Abraham, A., Wozniak, M., Graña, M., Cho, S.-B. (eds.) HAIS 2012, Part II. LNCS (LNAI), vol. 7209, pp. 139-150. Springer, Heidelberg (2012)
-
(2012)
HAIS 2012, Part II. LNCS (LNAI)
, vol.7209
, pp. 139-150
-
-
Napierala, K.1
Stefanowski, J.2
-
9
-
-
84856964446
-
Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. open problems on intrinsic data characteristics
-
Lopez, V., Fernandez, A., Moreno-Torres, J.G., Herrera, F.: Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. open problems on intrinsic data characteristics. Expert Systems with Applications 39(7), 6585-6608 (2012)
-
(2012)
Expert Systems With Applications
, vol.39
, Issue.7
, pp. 6585-6608
-
-
Lopez, V.1
Fernandez, A.2
Moreno-Torres, J.G.3
Herrera, F.4
-
10
-
-
0346586663
-
Smote: Synthetic minority over-sampling technique
-
Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: 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.V.1
Bowyer, K.W.2
Hall, L.O.3
Kegelmeyer, W.P.4
-
11
-
-
84862515469
-
A review on ensembles for the class imbalance problem: Bagging-, boosting-, and hybridbased approaches
-
Galar, M., Fernandez, A., Barrenechea, E., Bustince, H., Herrera, F.: A review on ensembles for the class imbalance problem: Bagging-, boosting-, and hybridbased approaches. IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews 42(4), 463-484 (2012)
-
(2012)
IEEE Transactions On Systems, Man and Cybernetics Part C: Applications and Reviews
, vol.42
, Issue.4
, pp. 463-484
-
-
Galar, M.1
Fernandez, A.2
Barrenechea, E.3
Bustince, H.4
Herrera, F.5
-
12
-
-
9444297357
-
Smoteboost: Improving prediction of the minority class in boosting
-
In: Lavrač, N., Gamberger, D., Todorovski, L., Blockeel, H. (eds.), Springer, Heidelberg
-
Chawla, N.V., Lazarevic, A., Hall, L.O., Bowyer, K.W.: Smoteboost: Improving prediction of the minority class in boosting. In: Lavrač, N., Gamberger, D., Todorovski, L., Blockeel, H. (eds.) PKDD 2003. LNCS (LNAI), vol. 2838, pp. 107-119. Springer, Heidelberg (2003)
-
(2003)
PKDD 2003. LNCS (LNAI)
, vol.2838
, pp. 107-119
-
-
Chawla, N.V.1
Lazarevic, A.2
Hall, L.O.3
Bowyer, K.W.4
-
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
-
-
34547673383
-
Cost-sensitive boosting for classification of imbalanced data
-
Sun, Y., Kamel, M.S., Wong, A.K.C., Wang, Y.: Cost-sensitive boosting for classification of imbalanced data. Pattern Recognition 40(12), 3358-3378 (2007)
-
(2007)
Pattern Recognition
, vol.40
, Issue.12
, pp. 3358-3378
-
-
Sun, Y.1
Kamel, M.S.2
Wong, A.K.C.3
Wang, Y.4
-
15
-
-
0942266514
-
Support vector data description
-
Tax, D.M.J., Duin, R.P.W.: Support vector data description. Machine Learning 54(1), 45-66 (2004)
-
(2004)
Machine Learning
, vol.54
, Issue.1
, pp. 45-66
-
-
Tax, D.M.J.1
Duin, R.P.W.2
-
17
-
-
35348821822
-
Intrusion detection in computer networks by a modular ensemble of one-class classifiers
-
Giacinto, G., Perdisci, R., Del Rio, M., Roli, F.: Intrusion detection in computer networks by a modular ensemble of one-class classifiers. Inf. Fusion 9, 69-82 (2008)
-
(2008)
Inf. Fusion
, vol.9
, pp. 69-82
-
-
Giacinto, G.1
Perdisci, R.2
Del Rio, M.3
Roli, F.4
-
18
-
-
84887613816
-
Diversity measures for one-class classifier ensembles
-
Krawczyk, B., Wozniak, M.: Diversity measures for one-class classifier ensembles. Neurocomputing 126, 36-44 (2014)
-
(2014)
Neurocomputing
, vol.126
, pp. 36-44
-
-
Krawczyk, B.1
Wozniak, M.2
-
19
-
-
84894427964
-
Clustering-based ensembles for one-class classification
-
Krawczyk, B., Wozniak, M., Cyganek, B.: Clustering-based ensembles for one-class classification. Information Sciences 264, 182-195 (2014)
-
(2014)
Information Sciences
, vol.264
, pp. 182-195
-
-
Krawczyk, B.1
Wozniak, M.2
Cyganek, B.3
-
20
-
-
82455199200
-
Soft computing methods applied to combination of one-class classifiers
-
Wilk, T., Wozniak, M.: Soft computing methods applied to combination of one-class classifiers. Neurocomput. 75, 185-193 (2012)
-
(2012)
Neurocomput
, vol.75
, pp. 185-193
-
-
Wilk, T.1
Wozniak, M.2
-
21
-
-
0033570831
-
Combined 5 x 2 cv f test for comparing supervised classification learning algorithms
-
Alpaydin, E.: Combined 5 x 2 cv f test for comparing supervised classification learning algorithms. Neural Computation 11(8), 1885-1892 (1999)
-
(1999)
Neural Computation
, vol.11
, Issue.8
, pp. 1885-1892
-
-
Alpaydin, E.1
|