-
3
-
-
0029183827
-
Efficient classification for multiclass problems using modular neural networks
-
R. Anand, K. Mehrotra, C.K. Mohan, and S. Ranka Efficient classification for multiclass problems using modular neural networks IEEE Transactions on Neural Networks 6 1 1995 117 124
-
(1995)
IEEE Transactions on Neural Networks
, vol.6
, Issue.1
, pp. 117-124
-
-
Anand, R.1
Mehrotra, K.2
Mohan, C.K.3
Ranka, S.4
-
4
-
-
84886567160
-
UCI machine learning repository
-
CA: University of California, School of Information and Computer Science
-
Bache, K.;Lichman, M. (2013). UCI machine learning repository. Irvine, CA: University of California, School of Information and Computer Science.
-
(2013)
Irvine
-
-
Bache, K.1
Lichman, M.2
-
6
-
-
71549129605
-
Adaptive binary tree for fast SVM multiclass classification
-
J. Chen, C. Wang, and R. Wang Adaptive binary tree for fast SVM multiclass classification Neurocomputing 72 13 2009 3370 3375
-
(2009)
Neurocomputing
, vol.72
, Issue.13
, pp. 3370-3375
-
-
Chen, J.1
Wang, C.2
Wang, R.3
-
8
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demšar Statistical comparisons of classifiers over multiple data sets The Journal of Machine Learning Research 7 2006 1 30 (Pubitemid 43022939)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demsar, J.1
-
10
-
-
33646495490
-
Binary tree of SVM: A new fast multiclass training and classification algorithm
-
B. Fei, and J. Liu Binary tree of SVM: A new fast multiclass training and classification algorithm IEEE Transactions on Neural Networks 17 3 2006 696 704
-
(2006)
IEEE Transactions on Neural Networks
, vol.17
, Issue.3
, pp. 696-704
-
-
Fei, B.1
Liu, J.2
-
11
-
-
84856956021
-
Application of Bayesian networks in prognostics for a new integrated vehicle health management concept
-
S. Ferreiro, A. Arnaiz, B. Sierra, and I. Irigoien Application of Bayesian networks in prognostics for a new integrated vehicle health management concept Expert Systems with Applications 39 7 2012 6402 6418
-
(2012)
Expert Systems with Applications
, vol.39
, Issue.7
, pp. 6402-6418
-
-
Ferreiro, S.1
Arnaiz, A.2
Sierra, B.3
Irigoien, I.4
-
13
-
-
19044382587
-
Round Robin Classification
-
DOI 10.1162/153244302320884605
-
J. Fürnkranz Round robin classification The Journal of Machine Learning Research 2 2002 721 747 (Pubitemid 135712579)
-
(2002)
Journal of Machine Learning Research
, vol.2
, Issue.4
, pp. 721-747
-
-
Furnkranz, J.1
-
14
-
-
79953051509
-
An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes
-
M. Galar, A. Fernández, E. Barrenechea, H. Bustince, and F. Herrera An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes Pattern Recognition 44 8 2011 1761 1776
-
(2011)
Pattern Recognition
, vol.44
, Issue.8
, pp. 1761-1776
-
-
Galar, M.1
Fernández, A.2
Barrenechea, E.3
Bustince, H.4
Herrera, F.5
-
15
-
-
84881076155
-
Dynamic classifier selection for one-vs-one strategy: Avoiding non-competent classifiers
-
M. Galar, A. Fernández, E. Barrenechea, H. Bustince, and F. Herrera Dynamic classifier selection for one-vs-one strategy: Avoiding non-competent classifiers Pattern Recognition 46 12 2013 3412 3424
-
(2013)
Pattern Recognition
, vol.46
, Issue.12
, pp. 3412-3424
-
-
Galar, M.1
Fernández, A.2
Barrenechea, E.3
Bustince, H.4
Herrera, F.5
-
16
-
-
77549084648
-
Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
-
S. García, A. Fernández, J. Luengo, and F. Herrera Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power Information Sciences 180 10 2010 2044 2064
-
(2010)
Information Sciences
, vol.180
, Issue.10
, pp. 2044-2064
-
-
García, S.1
Fernández, A.2
Luengo, J.3
Herrera, F.4
-
18
-
-
78650572282
-
An empirical study of binary classifier fusion methods for multiclass classification
-
N. García-Pedrajas, and D. Ortiz-Boyer An empirical study of binary classifier fusion methods for multiclass classification Information Fusion 12 2 2011 111 130
-
(2011)
Information Fusion
, vol.12
, Issue.2
, pp. 111-130
-
-
García-Pedrajas, N.1
Ortiz-Boyer, D.2
-
20
-
-
76749092270
-
The WEKA data mining software: An update
-
M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I.H. Witten The WEKA data mining software: An update ACM SIGKDD Explorations Newsletter 11 1 2009 10 18
-
(2009)
ACM SIGKDD Explorations Newsletter
, vol.11
, Issue.1
, pp. 10-18
-
-
Hall, M.1
Frank, E.2
Holmes, G.3
Pfahringer, B.4
Reutemann, P.5
Witten, I.H.6
-
23
-
-
0036505670
-
A comparison of methods for multiclass support vector machines
-
DOI 10.1109/72.991427, PII S1045922702018052
-
C.-W. Hsu, and C.-J. Lin A comparison of methods for multiclass support vector machines IEEE Transactions on Neural Networks 13 2 2002 415 425 (Pubitemid 34475042)
-
(2002)
IEEE Transactions on Neural Networks
, vol.13
, Issue.2
, pp. 415-425
-
-
Hsu, C.-W.1
Lin, C.-J.2
-
26
-
-
0037403516
-
Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
-
L.I. Kuncheva, and C.J. Whitaker Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy Machine Learning 51 2 2003 181 207
-
(2003)
Machine Learning
, vol.51
, Issue.2
, pp. 181-207
-
-
Kuncheva, L.I.1
Whitaker, C.J.2
-
29
-
-
33750979260
-
Nesting algorithm for multi-classification problems
-
DOI 10.1007/s00500-006-0093-3
-
B. Liu, Z. Hao, and X. Yang Nesting algorithm for multi-classification problems Soft Computing 11 4 2007 383 389 (Pubitemid 44741404)
-
(2007)
Soft Computing
, vol.11
, Issue.4
, pp. 383-389
-
-
Liu, B.1
Hao, Z.2
Yang, X.3
-
30
-
-
78649979336
-
Building binary-tree-based multiclass classifiers using separability measures
-
A.C. Lorena, and A.C. de Carvalho Building binary-tree-based multiclass classifiers using separability measures Neurocomputing 73 1618 2010 2837 2845
-
(2010)
Neurocomputing
, vol.73
, Issue.1618
, pp. 2837-2845
-
-
Lorena, A.C.1
De Carvalho, A.C.2
-
31
-
-
72449154589
-
A review on the combination of binary classifiers in multiclass problems
-
A.C. Lorena, A.C. de Carvalho, and J.M. Gama A review on the combination of binary classifiers in multiclass problems Artificial Intelligence Review 30 1-4 2008 19 37
-
(2008)
Artificial Intelligence Review
, vol.30
, Issue.14
, pp. 19-37
-
-
Lorena, A.C.1
De Carvalho, A.C.2
Gama, J.M.3
-
32
-
-
70449644554
-
Multi-class classification using support vector machines in decision tree architecture
-
IEEE
-
G. Madzarov, and D. Gjorgjevikj Multi-class classification using support vector machines in decision tree architecture IEEE EUROCON 2009, EUROCON'09 2009 IEEE 288 295
-
(2009)
IEEE EUROCON 2009, EUROCON'09
, pp. 288-295
-
-
Madzarov, G.1
Gjorgjevikj, D.2
-
33
-
-
84957087567
-
Improved Pairwise Coupling Classification with Correcting Classifiers
-
Machine Learning: ECML-98
-
M. Moreira, and E. Mayoraz Improved pairwise coupling classification with correcting classifiers Proceedings of the 10th european conference on machine learning (ECML-98) 1998 Springer 160 171 (Pubitemid 128067181)
-
(1998)
Lecture Notes In Computer Science
, Issue.1398
, pp. 160-171
-
-
Moreira, M.1
Mayoraz, E.2
-
34
-
-
0003120218
-
Fast training of support vector machines using sequential minimal optimization
-
B. Schölkopf, C.J.C. Burges, A.J. Smola, MIT Press
-
J.C. Platt Fast training of support vector machines using sequential minimal optimization B. Schölkopf, C.J.C. Burges, A.J. Smola, Advances in kernel methods 1999 MIT Press 185 208
-
(1999)
Advances in Kernel Methods
, pp. 185-208
-
-
Platt, J.C.1
-
36
-
-
84876031645
-
Data weighting method on the basis of binary encoded output to solve multi-class pattern classification problems
-
K. Polat Data weighting method on the basis of binary encoded output to solve multi-class pattern classification problems Expert Systems with Applications 40 11 2013 4637 4647
-
(2013)
Expert Systems with Applications
, vol.40
, Issue.11
, pp. 4637-4647
-
-
Polat, K.1
-
37
-
-
56349133338
-
A novel hybrid intelligent method based on C4.5 decision tree classifier and one-against-all approach for multi-class classification problems
-
K. Polat, and S. Güneş A novel hybrid intelligent method based on C4.5 decision tree classifier and one-against-all approach for multi-class classification problems Expert Systems with Applications 36 2, Part 1 2009 1587 1592
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.PART 1
, pp. 1587-1592
-
-
Polat, K.1
Güneş, S.2
-
38
-
-
33645963453
-
Discriminant ECOC: A heuristic method for application dependent design of error correcting output codes
-
0162-8828
-
O. Pujol, P. Radeva, and J. Vitria Discriminant ECOC: A heuristic method for application dependent design of error correcting output codes IEEE Transactions on Pattern Analysis and Machine Intelligence 0162-8828 28 6 2006 1007 1012
-
(2006)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.28
, Issue.6
, pp. 1007-1012
-
-
Pujol, O.1
Radeva, P.2
Vitria, J.3
-
44
-
-
33749018252
-
An analysis of diversity measures
-
DOI 10.1007/s10994-006-9449-2
-
E. Tang, P. Suganthan, and X. Yao An analysis of diversity measures Machine Learning 65 1 2006 247 271 (Pubitemid 44451200)
-
(2006)
Machine Learning
, vol.65
, Issue.1
, pp. 247-271
-
-
Tang, E.K.1
Suganthan, P.N.2
Yao, X.3
|