-
4
-
-
24044435942
-
Reducing multiclass to binary: A unifying approach for margin classifiers
-
E.L. Allwein, R.E. Shapire, and Y. Singer Reducing multiclass to binary: a unifying approach for margin classifiers Journal of Machine Learning Research 1 2000 113 141 (Pubitemid 33738778)
-
(2001)
Journal of Machine Learning Research
, vol.1
, Issue.2
, pp. 113-141
-
-
Allwein, E.L.1
Schapire, R.E.2
Singer, Y.3
-
6
-
-
0031399486
-
Cloud classification using error-correcting output codes
-
D.W. Aha, and R.L. Bankert Cloud classification using error correcting output codes Artificial Intelligence Applications: Natural Resources, Agriculture, and Environmental Science 1 1997 13 28 (Pubitemid 28249751)
-
(1997)
AI Applications
, vol.11
, Issue.1
, pp. 13-28
-
-
Aha, D.W.1
Bankert, R.L.2
-
9
-
-
84950426173
-
Recent developments in nonparametric density estimation
-
A.J. Izenman Recent developments in nonparametric density estimation Journal of the American Statistical Association 86 413 1991 205 224
-
(1991)
Journal of the American Statistical Association
, vol.86
, Issue.413
, pp. 205-224
-
-
Izenman, A.J.1
-
10
-
-
0001595997
-
Neural network classifiers estimate Bayesian a posteriori probabilities
-
D.M. Richard, and R.P. Lippmann Neural network classifiers estimate Bayesian a posteriori probabilities Neural Computation 3 1991 461 483
-
(1991)
Neural Computation
, vol.3
, pp. 461-483
-
-
Richard, D.M.1
Lippmann, R.P.2
-
12
-
-
84957017742
-
Least Squares and Estimation Measures via Error Correcting Output Code
-
Multiple Classifier Systems
-
R. Ghaderi, T. Windeatt, Least squares and estimation measures via error correcting output code, in: Proceedings of the Second International Workshop on Multiple Classifier Systems, Lecture Notes in Computer Science, Springer-Verlag, 2001, pp. 148157. (Pubitemid 33303222)
-
(2001)
Lecture Notes in Computer Science
, Issue.2096
, pp. 148-157
-
-
Ghaderi, R.1
Windeatt, T.2
-
13
-
-
0037368938
-
Coding and decoding strategies for multi-class learning problems
-
DOI 10.1016/S1566-2535(02)00101-X, PII S156625350200101X
-
T. Windeatt, and R. Ghaderi Coding and decoding for multi-class learning problems Information Fusion 4 2003 11 21 (Pubitemid 36210678)
-
(2003)
Information Fusion
, vol.4
, Issue.1
, pp. 11-21
-
-
Windeatt, T.1
Ghaderi, R.2
-
14
-
-
51349159085
-
Probability estimates for multi-class classification by pairwise coupling
-
Ting-Fan Wu, Chih-Jen Lin, and Ruby C. Weng Probability estimates for multi-class classification by pairwise coupling Journal of Machine Learning Research 8 2004 975 1005
-
(2004)
Journal of Machine Learning Research
, vol.8
, pp. 975-1005
-
-
Wu, T.-F.1
Lin, C.-J.2
Weng, R.C.3
-
16
-
-
0001652061
-
Binary labelling and decision-level fusion
-
DOI 10.1016/S1566-2535(01)00029-X, PII S156625350100029X
-
T. Windeatt, and R. Ghaderi Binary labelling and decision level fusion Information Fusion 2 2001 103 112 (Pubitemid 33632553)
-
(2001)
Information Fusion
, vol.2
, Issue.2
, pp. 103-112
-
-
Windeatt, T.1
Ghaderi, R.2
-
17
-
-
0036568032
-
On the learnability and design of output codes for multiclass problems
-
DOI 10.1023/A:1013637720281, Computational Learning Theory
-
K. Crammer, and Y. Singer On the learnability and design of output codes for multiclass problems Machine Learning 47 23 2002 201 233 (Pubitemid 34126110)
-
(2002)
Machine Learning
, vol.47
, Issue.2-3
, pp. 201-233
-
-
Crammer, K.1
Singer, Y.2
-
18
-
-
0003243224
-
Probabilistic outputs for support vector machines and comparison to regularized likelihood methods
-
J. Platt Probabilistic outputs for support vector machines and comparison to regularized likelihood methods A. Classiers, P. Smola, B. Bartlett, Scholkopf D. Schurmans, Advances in Large Margin 1999 MIT Press Cambridge, MA
-
(1999)
Advances in Large Margin
-
-
Platt, J.1
-
19
-
-
21844462350
-
A search coding method and its application in supervised classification
-
Jiang Yan-Huang, Zhao Qiang-Li, and Y.A.N.G. Xue-Jun A search coding method and its application in supervised classification Journal of Software 6 2005 1081 1088
-
(2005)
Journal of Software
, vol.6
, pp. 1081-1088
-
-
Yan-Huang, J.1
Qiang-Li, Z.2
Xue-Jun, Y.A.N.G.3
-
21
-
-
33645963453
-
Discriminant ECOC: A heuristic method for application dependent design of error correcting output codes
-
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 28 6 2006 1001 1007
-
(2006)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.28
, Issue.6
, pp. 1001-1007
-
-
Pujol, O.1
Radeva, P.2
Vitria, J.3
-
22
-
-
77952045624
-
Class-separability weighting and bootstrapping in error correcting output code ensembles
-
R.S. Smith, T. Windeatt, Class-separability weighting and bootstrapping in error correcting output code ensembles, Lecture Notes in Computer Science, vol. 5997, 2010, pp. 185194.
-
(2010)
Lecture Notes in Computer Science
, vol.5997
, pp. 185-194
-
-
Smith, R.S.1
Windeatt, T.2
-
24
-
-
34948906283
-
An incremental node embedding technique for error correcting output codes
-
DOI 10.1016/j.patcog.2007.04.008, PII S0031320307002014
-
O. Pujol, S. Escalera, and P. Radeva An incremental node embedding technique for error-correcting output codes Pattern Recognition 4 2008 713 725 (Pubitemid 47516589)
-
(2008)
Pattern Recognition
, vol.41
, Issue.2
, pp. 713-725
-
-
Pujol, O.1
Escalera, S.2
Radeva, P.3
-
26
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demsar Statistical comparisons of classifiers over multiple data sets Journal of Machine Learning Research 2006 1 30 (Pubitemid 43022939)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demsar, J.1
|