-
2
-
-
0030211964
-
Bagging predictors
-
L. Breiman, Bagging predictors. Machine Learning, vol. 24, pp. 123-140, 1996.
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
3
-
-
0000291808
-
Methods of combining multiple classifiers with different features and their applications to text-independent speaker identification
-
K. Chen, L. Wang and H.S. Chi, Methods of combining multiple classifiers with different features and their applications to text-independent speaker identification. International Journal of Pattern Recognition and Artificial Intelligence, vol. 11, no. 3, 417-445.
-
International Journal of Pattern Recognition and Artificial Intelligence
, vol.11
, Issue.3
, pp. 417-445
-
-
Chen, K.1
Wang, L.2
Chi, H.S.3
-
4
-
-
84947790916
-
Classifier conditional posterior probabilities
-
A. Amin, D. Dori, P. Pudil, H. Freeman (eds.), Lecture Notes in Computer Science, Springer, Berlin
-
R.P.W. Duin and D.M.J. Tax, Classifier conditional posterior probabilities, in: A. Amin, D. Dori, P. Pudil, H. Freeman (eds.), Advances in Pattern Recognition, Lecture Notes in Computer Science, vol. 1451, Springer, Berlin, 1998, 611-619.
-
(1998)
Advances in Pattern Recognition
, vol.1451
, pp. 611-619
-
-
Duin, R.P.W.1
Tax, D.M.J.2
-
5
-
-
84867038939
-
Experiments with classifier combining rules
-
J. Kittler, F. Roli (eds.), (Proc. First International Workshop, MCS 2000, Cagliari, Italy, June 2000), Lecture Notes in Computer Science, Springer, Berlin
-
R.P.W. Duin and D.M.J. Tax, Experiments with Classifier Combining Rules, in: J. Kittler, F. Roli (eds.), Multiple Classifier Systems (Proc. First International Workshop, MCS 2000, Cagliari, Italy, June 2000), Lecture Notes in Computer Science, vol. 1857, Springer, Berlin, 2000, 16-29.
-
(2000)
Multiple Classifier Systems
, vol.1857
, pp. 16-29
-
-
Duin, R.P.W.1
Tax, D.M.J.2
-
6
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Y. Freund and R.E. Schapire, A decision-theoretic generalization of on-line learning and an application to boosting, Journal of Computer and System Sciences, vol. 55, no. 1, 1999, 119-139.
-
(1999)
Journal of Computer and System Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
7
-
-
84994037050
-
Dynamic classifier selection based on multiple classifier behaviour
-
G. Giacinto and F. Roli, Dynamic classifier selection based on multiple classifier behaviour. Pattern Recognition, vol. 34, no. 9, 2001, 1879-1881.
-
(2001)
Pattern Recognition
, vol.34
, Issue.9
, pp. 1879-1881
-
-
Giacinto, G.1
Roli, F.2
-
8
-
-
0035202645
-
An approach to the automatic design of multiple classifier systems
-
G. Giacinto and F. Roli, An approach to the automatic design of multiple classifier systems, Pattern Recognition Letters, vol. 22, no. 1, 2001, 25-33.
-
(2001)
Pattern Recognition Letters
, vol.22
, Issue.1
, pp. 25-33
-
-
Giacinto, G.1
Roli, F.2
-
9
-
-
0028259890
-
Decision combination in multiple classifier systems
-
T.K. Ho, J.J. Hull, and S.N. Srihari, Decision combination in multiple classifier systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 16, no. 1, 1994, 66-75.
-
(1994)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.16
, Issue.1
, pp. 66-75
-
-
Ho, T.K.1
Hull, J.J.2
Srihari, S.N.3
-
10
-
-
0032139235
-
The random subspace method for constructing decision forests
-
T.K. Ho, The random subspace method for constructing decision forests, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 8, 1998, 832-844.
-
(1998)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.20
, Issue.8
, pp. 832-844
-
-
Ho, T.K.1
-
11
-
-
0029230267
-
Method of combining multiple experts for the recognition of unconstrained handwritten numerals
-
Y.S. Huang and C.Y. Suen, Method of combining multiple experts for the recognition of unconstrained handwritten numerals, IEEE Transactions cm Pattern Analysis and Machine Intelligence, vol. 17, no. I, 1995, 90-94.
-
(1995)
IEEE Transactions Cm Pattern Analysis and Machine Intelligence
, vol.17
, Issue.1
, pp. 90-94
-
-
Huang, Y.S.1
Suen, C.Y.2
-
12
-
-
0033640646
-
Statistical pattern recognition: A review
-
A.K. Jain, R.P.W. Duin, and J. Mao, Statistical Pattern Recognition: A Review, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 1, 2000, 4-37.
-
(2000)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.22
, Issue.1
, pp. 4-37
-
-
Jain, A.K.1
Duin, R.P.W.2
Mao, J.3
-
13
-
-
0032021555
-
On combining classifiers
-
J. Kittler, M. Hatef, R.P.W. Duin, and J. Matas, On combining classifiers, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 3, 1998, 226-239.
-
(1998)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.20
, Issue.3
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.P.W.3
Matas, J.4
-
14
-
-
33751556591
-
-
(Proc. First Int. Workshop MCS 2000, Cagliari, Italy), Lecture Notes in Computer Science, Springer Verlag, Berlin
-
J. Kittler, F. Roli, Multiple Classifier Systems (Proc. First Int. Workshop MCS 2000, Cagliari, Italy), Lecture Notes in Computer Science, vol. 1857, Springer Verlag, Berlin, 2000.
-
(2000)
Multiple Classifier Systems
, vol.1857
-
-
Kittler, J.1
Roli, F.2
-
15
-
-
33751579548
-
-
(Proc. Second Int. Workshop MCS 2001, Cambridge, UK), Lecture Notes in Computer Science, Springer Verlag, Berlin
-
J. Kittler, F. Roli, Multiple Classifier Systems, (Proc. Second Int. Workshop MCS 2001, Cambridge, UK), Lecture Notes in Computer Science, vol. 2096, Springer Verlag, Berlin, 2001.
-
(2001)
Multiple Classifier Systems
, vol.2096
-
-
Kittler, J.1
Roli, F.2
-
16
-
-
0034830461
-
Decision templates for multiple classifier fusion: An experimental comparison
-
L.I. Kuncheva, J.C. Bezdek, and R.P.W. Duin, Decision Templates for Multiple Classifier Fusion: An Experimental Comparison, Pattern Recognition, vol. 34, no. 2, 2001, 299-314.
-
(2001)
Pattern Recognition
, vol.34
, Issue.2
, pp. 299-314
-
-
Kuncheva, L.I.1
Bezdek, J.C.2
Duin, R.P.W.3
-
17
-
-
0003470866
-
-
Studies in Fuzziness and Soft Computing, Springer Verlag, Berlin
-
L.I. Kuncheva, Fuzzy classifier design. Studies in Fuzziness and Soft Computing, Springer Verlag, Berlin, 2000.
-
(2000)
Fuzzy Classifier Design
-
-
Kuncheva, L.I.1
-
18
-
-
0036532571
-
Switching between selection and fusion in combining classifiers: An experiment
-
L.I. Kuncheva, Switching between selection and fusion in combining classifiers: An experiment, IEEE Transactions On Systems Man And Cybernetics, Part B-cybernetics, vol. 32, no. 2, 2002, 146-156.
-
(2002)
IEEE Transactions on Systems Man and Cybernetics, Part B-cybernetics
, vol.32
, Issue.2
, pp. 146-156
-
-
Kuncheva, L.I.1
-
19
-
-
0036472946
-
A theoretical study on six classifier fusion strategies
-
L.I. Kuncheva, A theoretical study on six classifier fusion strategies, IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 24, no. 2, 2002, 281-286.
-
(2002)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.24
, Issue.2
, pp. 281-286
-
-
Kuncheva, L.I.1
-
22
-
-
0034826030
-
Automatic pattern recognition by similarity representations - A novel approach
-
E. Pçkalska and R.P.W. Duin, Automatic pattern recognition by similarity representations - a novel approach, Electronic Letters, vol. 37, no. 3, 2001, 159-160.
-
(2001)
Electronic Letters
, vol.37
, Issue.3
, pp. 159-160
-
-
Pçkalska, E.1
Duin, R.P.W.2
-
23
-
-
0036604999
-
Dissimilarity representations allow for building good classifiers
-
E. Pçkalska and R.P.W. Duin, Dissimilarity representations allow for building good classifiers. Pattern Recognition Letters, vol. 23, no. 8, 2002, 943-956.
-
(2002)
Pattern Recognition Letters
, vol.23
, Issue.8
, pp. 943-956
-
-
Pçkalska, E.1
Duin, R.P.W.2
-
24
-
-
33751572829
-
Reduction a boasting bias of linear experts
-
J. Kittler, F. Roli (eds.), (Proc. Third International Workshop, MCS 2002, Cagliari, Italy), Lecture Notes in Computer Science, Springer, Berlin
-
S. Raudys and A. Janeliunas, Reduction a Boasting Bias of Linear Experts, in: J. Kittler, F. Roli (eds.), Multiple Classifier Systems (Proc. Third International Workshop, MCS 2002, Cagliari, Italy), Lecture Notes in Computer Science, Springer, Berlin, 2002.
-
(2002)
Multiple Classifier Systems
-
-
Raudys, S.1
Janeliunas, A.2
-
25
-
-
84947555772
-
An experimental comparison of fixed and trained fusion rules for crisp classifiers outputs
-
J. Kittler, F. Roli (eds.), (Proc. Third International Workshop, MCS 2002, Cagliari, Italy), Lecture Notes in Computer Science, Springer, Berlin
-
F. Roli, S. Raudys, G.L. Marcialis, An experimental comparison of fixed and trained fusion rules for crisp classifiers outputs, in: J. Kittler, F. Roli (eds.), Multiple Classifier Systems (Proc. Third International Workshop, MCS 2002, Cagliari, Italy), Lecture Notes in Computer Science, Springer, Berlin, 2002.
-
(2002)
Multiple Classifier Systems
-
-
Roli, F.1
Raudys, S.2
Marcialis, G.L.3
-
26
-
-
0032121371
-
Bagging for linear classifiers
-
M. Skurichina and R.P.W. Duin, Bagging for linear classifiers. Pattern Recognition, vol. 31, no. 7, 1998, 909-930.
-
(1998)
Pattern Recognition
, vol.31
, Issue.7
, pp. 909-930
-
-
Skurichina, M.1
Duin, R.P.W.2
-
27
-
-
0004132023
-
-
Ph.D. thesis Delft University of Technology, Delft, October 15
-
M. Skurichina, Stabilizing weak classifiers, Ph.D. thesis Delft University of Technology, Delft, 2001, October 15, 1-208.
-
(2001)
Stabilizing Weak Classifiers
, pp. 1-208
-
-
Skurichina, M.1
-
28
-
-
0036080160
-
Bagging, boosting and the random subspace method for linear classifiers
-
in press
-
M. Skurichina and R.P.W. Duin, Bagging, Boosting and the Random Subspace Method for Linear Classifiers, Pattern Analysis and Applications, 2002, in press.
-
(2002)
Pattern Analysis and Applications
-
-
Skurichina, M.1
Duin, R.P.W.2
-
29
-
-
84867074502
-
The "test and select" approach to ensemble combination
-
J. Kittler, F. Roli (eds.). (Proc. First International Workshop, MCS 2000, Cagliari, Italy), Lecture Notes in Computer Science, Springer, Berlin
-
A.J.C. Sharkey, N.E. Sharkey, U. Gerecke, G.O. Chandroth, The "Test and Select" Approach to Ensemble Combination, in: J. Kittler, F. Roli (eds.). Multiple Classifier Systems (Proc. First International Workshop, MCS 2000, Cagliari, Italy), Lecture Notes in Computer Science, vol. 1857, Springer, Berlin, 2000, 30-44.
-
(2000)
Multiple Classifier Systems
, vol.1857
, pp. 30-44
-
-
Sharkey, A.J.C.1
Sharkey, N.E.2
Gerecke, U.3
Chandroth, G.O.4
-
30
-
-
0033713738
-
Combining multiple classifiers by averaging or by multiplying?
-
D.M.J. Tax, M. van Breukelen, R.P.W. Duin, and J. Kittler, Combining multiple classifiers by averaging or by multiplying?, Pattern Recognition, vol. 33, no. 9, 2000, 1475-1485.
-
(2000)
Pattern Recognition
, vol.33
, Issue.9
, pp. 1475-1485
-
-
Tax, D.M.J.1
Van Breukelen, M.2
Duin, R.P.W.3
Kittler, J.4
-
31
-
-
33751574629
-
Using two-class classifiers for multi-class classification
-
Quebec City, Canada, August
-
D.J.M. Tax and R.P.W. Duin, Using two-class classifiers for multi-class classification, Proc. ICPR2002, Quebec City, Canada, August 2002.
-
(2002)
Proc. ICPR2002
-
-
Tax, D.J.M.1
Duin, R.P.W.2
-
32
-
-
84867049048
-
Diversity between neural networks and decision trees for building multiple classifier systems
-
J. Kittler, F. Roli (eds.), (Proc. First International Workshop, MCS 2000, Cagliari, Italy), Lecture Notes in Computer Science, Springer, Berlin
-
W. Wang, P. Jones, D. Partridge, Diversity between Neural Networks and Decision Trees for Building Multiple Classifier Systems, in: J. Kittler, F. Roli (eds.), Multiple Classifier Systems (Proc. First International Workshop, MCS 2000, Cagliari, Italy), Lecture Notes in Computer Science, vol. 1857, Springer, Berlin, 2000, 240-249.
-
(2000)
Multiple Classifier Systems
, vol.1857
, pp. 240-249
-
-
Wang, W.1
Jones, P.2
Partridge, D.3
-
33
-
-
0031121318
-
Combination of multiple classifiers using local accuracy estimates
-
K. Woods, W.P. Kegelmeyer, and K. Bowyer, Combination of multiple classifiers using local accuracy estimates, IEEE Trans. on Pattern Anal. and Machine Intelligence, vol. 19, no. 4, 1997, 405-410.
-
(1997)
IEEE Trans. on Pattern Anal. and Machine Intelligence
, vol.19
, Issue.4
, pp. 405-410
-
-
Woods, K.1
Kegelmeyer, W.P.2
Bowyer, K.3
|