-
1
-
-
12244287068
-
An iterative method for multi-class cost-sensitive learning
-
KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
N. Abe, B. Zadrozny, J. Langford, An iterative method for multi-class cost-sensitive learning, in: Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004, pp. 3-11. (Pubitemid 40114910)
-
(2004)
KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 3-11
-
-
Abe, N.1
Zadrozny, B.2
Langford, J.3
-
3
-
-
55549103698
-
KEEL: A software tool to assess evolutionary algorithms to data mining problems
-
J. Alcalá-Fdez, L. Sánchez, S. García, M.J. del Jesus, S. Ventura, J.M. Garrell, J. Otero, C. Romero, J. Bacardit, V.M. Rivas, J.C. Fernández, and F. Herrera KEEL: a software tool to assess evolutionary algorithms to data mining problems Soft Computing 13 3 2009 307 318
-
(2009)
Soft Computing
, vol.13
, Issue.3
, pp. 307-318
-
-
Alcalá-Fdez, J.1
Sánchez, L.2
García, S.3
Del Jesus, M.J.4
Ventura, S.5
Garrell, J.M.6
Otero, J.7
Romero, C.8
Bacardit, J.9
Rivas, V.M.10
Fernández, J.C.11
Herrera, F.12
-
4
-
-
79951829331
-
KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework
-
in press.
-
J. Alcalá-Fdez, A. Fernandez, J. Luengo, J. Derrac, S. García, L. Sánchez, F. Herrera, KEEL data-mining software tool: data set repository, integration of algorithms and experimental analysis framework, Journal of Multiple-Valued Logic and Soft Computing, in press.
-
Journal of Multiple-Valued Logic and Soft Computing
-
-
Alcalá-Fdez, J.1
-
5
-
-
27144531570
-
A study of the behaviour of several methods for balancing machine learning training data
-
G. Batista, R. Prati, and M. Monard A study of the behaviour of several methods for balancing machine learning training data SIGKDD Explorations 6 1 2004 20 29
-
(2004)
SIGKDD Explorations
, vol.6
, Issue.1
, pp. 20-29
-
-
Batista, G.1
Prati, R.2
Monard, M.3
-
7
-
-
0031191630
-
The use of the area under the ROC curve in the evaluation of machine learning algorithms
-
PII S0031320396001422
-
A.P. Bradley The use of the area under the ROC curve in the evaluation of machine learning algorithms Pattern Recognition 30 7 1997 1145 1159 (Pubitemid 127406521)
-
(1997)
Pattern Recognition
, vol.30
, Issue.7
, pp. 1145-1159
-
-
Bradley, A.P.1
-
9
-
-
3042597440
-
Learning multi-label scene classification
-
DOI 10.1016/j.patcog.2004.03.009, PII S0031320304001074
-
M.R. Boutell, J. Luo, X. Shen, and C.M. Brown Learning multi-label scene classification Pattern Recognition 37 2004 1757 1771 (Pubitemid 38804465)
-
(2004)
Pattern Recognition
, vol.37
, Issue.9
, pp. 1757-1771
-
-
Boutell, M.R.1
Luo, J.2
Shen, X.3
Brown, C.M.4
-
10
-
-
27144549260
-
Special issue on learning from imbalanced data sets
-
N.V. Chawla, N. Japkowicz, and A. Kolcz Special issue on learning from imbalanced data sets SIGKDD Explorations 6 1 2004 1 6
-
(2004)
SIGKDD Explorations
, vol.6
, Issue.1
, pp. 1-6
-
-
Chawla, N.V.1
Japkowicz, N.2
Kolcz, A.3
-
11
-
-
0000597270
-
A new approach for ranking fuzzy numbers by distance method
-
C.H. Cheng A new approach for ranking fuzzy numbers by distance method Fuzzy Sets and Systems 95 1998 307 317
-
(1998)
Fuzzy Sets and Systems
, vol.95
, pp. 307-317
-
-
Cheng, C.H.1
-
12
-
-
6344293055
-
A new method for handling multicriteria fuzzy decision making problems using FN-IOWA operators
-
S.J. Chen, and S.M. Chen A new method for handling multicriteria fuzzy decision making problems using FN-IOWA operators Cybernetics and Systems 34 2003 109 137
-
(2003)
Cybernetics and Systems
, vol.34
, pp. 109-137
-
-
Chen, S.J.1
Chen, S.M.2
-
13
-
-
33846538570
-
Fuzzy risk analysis based on the ranking of generalized trapezoidal fuzzy numbers
-
S. J Chen, and S.M. Chen Fuzzy risk analysis based on the ranking of generalized trapezoidal fuzzy numbers Applied Intelligence 26 1 2007 1 11
-
(2007)
Applied Intelligence
, vol.26
, Issue.1
, pp. 1-11
-
-
Chen, S.J.1
Chen, S.M.2
-
14
-
-
0035370187
-
An approximate approach for ranking fuzzy numbers based on left and right dominance
-
L.H. Chen, and H.W. Lu An approximate approach for ranking fuzzy numbers based on left and right dominance Computers and Mathematics with Applications 41 12 2001 1589 1602
-
(2001)
Computers and Mathematics with Applications
, vol.41
, Issue.12
, pp. 1589-1602
-
-
Chen, L.H.1
Lu, H.W.2
-
15
-
-
58349114847
-
Fuzzy risk analysis based on ranking fuzzy numbers using a-cuts, belief features and signal/noise ratios
-
S. M Chen, and C.H. Wang Fuzzy risk analysis based on ranking fuzzy numbers using a-cuts, belief features and signal/noise ratios Expert Systems with Applications 36 2009 5576 5581
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 5576-5581
-
-
Chen, S.M.1
Wang, C.H.2
-
18
-
-
36048943078
-
Higher order models for fuzzy random variables
-
DOI 10.1016/j.fss.2007.09.004, PII S0165011407003971
-
I. Couso, and L. Sánchez Higher order models for fuzzy random variables Fuzzy Sets and Systems 159 2008 237 258 (Pubitemid 350086691)
-
(2008)
Fuzzy Sets and Systems
, vol.159
, Issue.3
, pp. 237-258
-
-
Couso, I.1
Sanchez, L.2
-
19
-
-
78651349058
-
Mark-recapture techniques in statistical tests for imprecise data
-
10.1016/j.ijar.2010.07.009
-
I. Couso, and L. Sánchez Mark-recapture techniques in statistical tests for imprecise data International Journal of Approximate Reasoning 2010 10.1016/j.ijar.2010.07.009
-
(2010)
International Journal of Approximate Reasoning
-
-
Couso, I.1
Sánchez, L.2
-
20
-
-
0036144469
-
Ranking fuzzy numbers with an area between the centroid point and original point
-
T. C Chu, and C.T. Tsao Ranking fuzzy numbers with an area between the centroid point and original point Computers and Mathematics with Applications 43 2002 111 117
-
(2002)
Computers and Mathematics with Applications
, vol.43
, pp. 111-117
-
-
Chu, T.C.1
Tsao, C.T.2
-
21
-
-
0023548442
-
The mean value of a fuzzy number
-
D. Dubois, and H. Prade The mean value of a fuzzy number Fuzzy Sets and Systems 24 3 1987 279 300
-
(1987)
Fuzzy Sets and Systems
, vol.24
, Issue.3
, pp. 279-300
-
-
Dubois, D.1
Prade, H.2
-
22
-
-
0031269184
-
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
-
P. Domingos, and M. Pazzani On the optimality of the simple Bayesian classifier under zero-one loss Machine Learning 29 1997 103 130 (Pubitemid 127510035)
-
(1997)
Machine Learning
, vol.29
, Issue.2-3
, pp. 103-130
-
-
Domingos, P.1
Pazzani, M.2
-
25
-
-
46849096083
-
A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets
-
A. Fernández, S. Garcia, M. J del Jesús, and F. Herrera A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets Fuzzy Sets and Systems 159 2008 2378 2398
-
(2008)
Fuzzy Sets and Systems
, vol.159
, pp. 2378-2398
-
-
Fernández, A.1
Garcia, S.2
Del Jesús, M.J.3
Herrera, F.4
-
26
-
-
75149159107
-
On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets
-
A. Fernández, M.J. del Jesús, and F. Herrera On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets Information Sciences 180 2010 1268 1291
-
(2010)
Information Sciences
, vol.180
, pp. 1268-1291
-
-
Fernández, A.1
Del Jesús, M.J.2
Herrera, F.3
-
27
-
-
64049115860
-
On the influence of an adaptive inference system in fuzzy rule based classification systems for imbalanced data-sets
-
A. Fernández, M.J. del Jesús, and F. Herrera On the influence of an adaptive inference system in fuzzy rule based classification systems for imbalanced data-sets Expert Systems with Applications 36 2009 9805 9812
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 9805-9812
-
-
Fernández, A.1
Del Jesús, M.J.2
Herrera, F.3
-
28
-
-
60849127572
-
Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets
-
A. Fernández, M.J. del Jesús, and F. Herrera Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets International Journal of Approximate Reasoning 50 2009 561 577
-
(2009)
International Journal of Approximate Reasoning
, vol.50
, pp. 561-577
-
-
Fernández, A.1
Del Jesús, M.J.2
Herrera, F.3
-
29
-
-
0033116171
-
SLAVE: A genetic learning system based on an iterative approach
-
A. González, and R. Pérez SLAVE: a genetic learning system based on an iterative approach IEEE Transactions on Fuzzy Systems 7 2 2002 176 191
-
(2002)
IEEE Transactions on Fuzzy Systems
, vol.7
, Issue.2
, pp. 176-191
-
-
González, A.1
Pérez, R.2
-
34
-
-
0029492981
-
A fuzzy classifier system that generates fuzzy if-then rules for pattern classification problems
-
H. Ishibuchi, T. Nakashima, T. Murata, A fuzzy classifier system that generates fuzzy if-then rules for pattern classification problems, in: Proceedings of 2nd IEEE CEC, 1995, pp. 759-764.
-
(1995)
Proceedings of 2nd IEEE CEC
, pp. 759-764
-
-
Ishibuchi, H.1
Nakashima, T.2
Murata, T.3
-
36
-
-
0017438713
-
A procedure for multi-aspect decision making using fuzzy sets
-
R. Jain A procedure for multi-aspect decision making using fuzzy sets International Journal of Systems Science 8 1978 1 7
-
(1978)
International Journal of Systems Science
, vol.8
, pp. 1-7
-
-
Jain, R.1
-
37
-
-
34548604303
-
Comparison of different strategies of utilizing fuzzy clustering in structure identification
-
DOI 10.1016/j.ins.2007.06.030, PII S0020025507003192, Including: Mathematics of Uncertainty
-
K. Kilic, O. Uncu, and I.B. Türksen Comparison of different strategies of utilizing fuzzy clustering in structure identification Information Sciences 177 23 2007 5153 5162 (Pubitemid 47409985)
-
(2007)
Information Sciences
, vol.177
, Issue.23
, pp. 5153-5162
-
-
Kilic, K.1
Uncu, O.2
Turksen, I.B.3
-
38
-
-
34047206776
-
Ranking indices and rules for fuzzy numbers based on gravity center point
-
Dalian, China
-
C. Liang, J. Wu, J. Zhang, Ranking indices and rules for fuzzy numbers based on gravity center point, Paper Presented at the 6th World Congress on Intelligent Control and Automation, Dalian, China, 2006, pp. 3159-3163.
-
(2006)
Paper Presented at the 6th World Congress on Intelligent Control and Automation
, pp. 3159-3163
-
-
Liang, C.1
Wu, J.2
Zhang, J.3
-
39
-
-
22744456511
-
Multi-objective optimization of problems with epistemic uncertainty
-
Evolutionary Multi-Criterion Optimization - Third International Conference, EMO 2005
-
P. Limbourg, Multi-objective optimization of problems with epistemic uncertainty, in: EMO, 2005, pp. 413-427. (Pubitemid 41251780)
-
(2005)
Lecture Notes in Computer Science
, vol.3410
, pp. 413-427
-
-
Limbourg, P.1
-
40
-
-
79955570171
-
Fuzzy linguistic decision to provide alternatives to market mechanism strategies
-
L.Z. Lin, and H.R. Yeh Fuzzy linguistic decision to provide alternatives to market mechanism strategies Expert Systems with Applications 37 2010 6986 6996
-
(2010)
Expert Systems with Applications
, vol.37
, pp. 6986-6996
-
-
Lin, L.Z.1
Yeh, H.R.2
-
42
-
-
10044229031
-
-
Department of Computer Science, Oregon State University, Corvallis
-
D. Margineantu, Methods for cost-sensitive learning, Technical report, Department of Computer Science, Oregon State University, Corvallis, 2001.
-
(2001)
Methods for Cost-sensitive Learning, Technical Report
-
-
Margineantu, D.1
-
43
-
-
40649126091
-
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance
-
M. Mazurowski, P. Habas, J. Zurada, J. Lo, J. Baker, and G. Tourassi Training neural network classifiers for medical decision making: the effects of imbalanced datasets on classification performance Neural Networks 21 2-3 2008 427 436
-
(2008)
Neural Networks
, vol.21
, Issue.23
, pp. 427-436
-
-
Mazurowski, M.1
Habas, P.2
Zurada, J.3
Lo, J.4
Baker, J.5
Tourassi, G.6
-
46
-
-
0001421816
-
Linguistic recognition system based on approximate reasoning
-
S.K. Pal, and D.P. Mandal Linguistic recognition system based on approximate reasoning Information Sciences 61 1992 135 161
-
(1992)
Information Sciences
, vol.61
, pp. 135-161
-
-
Pal, S.K.1
Mandal, D.P.2
-
48
-
-
79955562255
-
Extending a simple genetic cooperative-competitive learning fuzzy classifier to low quality datasets
-
A. Palacios, L. Sánchez, and I. Couso Extending a simple genetic cooperative-competitive learning fuzzy classifier to low quality datasets Evolutionary Intelligence 1 2 2009 73 84
-
(2009)
Evolutionary Intelligence
, vol.1
, Issue.2
, pp. 73-84
-
-
Palacios, A.1
Sánchez, L.2
Couso, I.3
-
51
-
-
40649114452
-
Robust BMPM training based on second-order cone programming and its application in medical diagnosis
-
X. Peng, and I. King Robust BMPM training based on second-order cone programming and its application in medical diagnosis Neural Networks 21 2-3 2008 450 457
-
(2008)
Neural Networks
, vol.21
, Issue.23
, pp. 450-457
-
-
Peng, X.1
King, I.2
-
52
-
-
0031641801
-
Robust classification systems for imprecise environments
-
F. Provost, T. Fawcett, Robust classification systems for imprecise environments, in: Proceedings of the AAAI, 1998, pp. 706-713.
-
(1998)
Proceedings of the AAAI
, pp. 706-713
-
-
Provost, F.1
Fawcett, T.2
-
55
-
-
84931301090
-
Pareto-Front Exploration with Uncertain Objectives
-
Evolutionary Multi-Criterion Optimization
-
J. Teich, Pareto-front exploration with uncertain objectives, in: EMO, 2001, pp. 314-328. (Pubitemid 33241396)
-
(2001)
Lecture Notes in Computer Science
, Issue.1993
, pp. 314-328
-
-
Teich, J.1
-
57
-
-
33751332990
-
Interpretability-preserving genetic optimization of linguistic terms in fuzzy models for fuzzy ordered classification: An ecological case study
-
DOI 10.1016/j.ijar.2006.03.003, PII S0888613X06000430
-
E. Van Broekhoven, V. Adriaenssens, and B. De Baets Interpretability- preserving genetic optimization of linguistic terms in fuzzy models for fuzzy ordered classification: an ecological case study International Journal of Approximate Reasoning 44 1 2007 65 90 (Pubitemid 44802831)
-
(2007)
International Journal of Approximate Reasoning
, vol.44
, Issue.1
, pp. 65-90
-
-
Van Broekhoven, E.1
Adriaenssens, V.2
De Baets, B.3
-
59
-
-
0026943536
-
Generating fuzzy rules by learning from examples
-
L.X. Wang, L. X, and J.M. Mendel Generating fuzzy rules by learning from examples IEEE Transactions on Systems, Man, and Cybernetics 22 6 1992 1414 1427
-
(1992)
IEEE Transactions on Systems, Man, and Cybernetics
, vol.22
, Issue.6
, pp. 1414-1427
-
-
Wang, L.X.1
X, L.2
Mendel, J.M.3
-
60
-
-
41049102200
-
The revised method of ranking fuzzy numbers with an area between the centroid and original points
-
Y.J. Wang, and H.S. Lee The revised method of ranking fuzzy numbers with an area between the centroid and original points Computers and Mathematics with Applications 55 2008 2033 2042
-
(2008)
Computers and Mathematics with Applications
, vol.55
, pp. 2033-2042
-
-
Wang, Y.J.1
Lee, H.S.2
-
61
-
-
70349148585
-
Area ranking of fuzzy numbers based on positive and negative ideal points
-
Y.M. Wang, and Y. Luo Area ranking of fuzzy numbers based on positive and negative ideal points Computers and Mathematics with Applications 58 2009 1769 1779
-
(2009)
Computers and Mathematics with Applications
, vol.58
, pp. 1769-1779
-
-
Wang, Y.M.1
Luo, Y.2
-
62
-
-
62349086709
-
A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning
-
F. Xia, Y. Yang, L. Zhou, F. Li, M. Cai, and D. Zeng A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning Pattern Recognition 42 2009 1572 1581
-
(2009)
Pattern Recognition
, vol.42
, pp. 1572-1581
-
-
Xia, F.1
Yang, Y.2
Zhou, L.3
Li, F.4
Cai, M.5
Zeng, D.6
-
63
-
-
42949171052
-
Method for multiple attribute decision making based on incomplete linguistic judgment matrix
-
DOI 10.1016/S1004-4132(08)60082-1, PII S1004413208600821
-
Z. Yao, and F. Zhiping Method for multiple attribute decision making based on incomplete linguistic judgment matrix Journal of Systems Engineering and Electronics 19 2 2008 298 303 (Pubitemid 351608911)
-
(2008)
Journal of Systems Engineering and Electronics
, vol.19
, Issue.2
, pp. 298-303
-
-
Yao, Z.1
Zhiping, F.2
-
66
-
-
31344442851
-
Training cost-sensitive neural networks with methods addressing the class imbalance problem
-
Z.H. Zhou, and X. Y Liu Training cost-sensitive neural networks with methods addressing the class imbalance problem IEEE Transactions on Knowledge and Data Engineering 18 1 2006 63 77
-
(2006)
IEEE Transactions on Knowledge and Data Engineering
, vol.18
, Issue.1
, pp. 63-77
-
-
Zhou, Z.H.1
Liu, X.Y.2
|