-
2
-
-
0031536511
-
Improvements on cross-validation: The .632+ bootstrap method
-
"Improvements on cross-validation: The .632+ bootstrap method," Journal of the American Statistical Association, vol. 92, no. 438, pp. 548-560, 1997.
-
(1997)
Journal of the American Statistical Association
, vol.92
, Issue.438
, pp. 548-560
-
-
-
3
-
-
0030211964
-
Bagging predictors
-
L. Breiman, "Bagging predictors," Machine Learning, vol. 24, pp. 123-140, 1996. (Pubitemid 126724382)
-
(1996)
Machine Learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
4
-
-
0032645080
-
An empirical comparison of voting classification algorithms: Bagging, boosting, and variants
-
E. Bauer and R. Kohavi, "An empirical comparison of voting classification algorithms: Bagging, boosting, and variants," Machine Learning, vol. 36, pp. 105-139, 1999.
-
(1999)
Machine Learning
, vol.36
, pp. 105-139
-
-
Bauer, E.1
Kohavi, R.2
-
5
-
-
0025448521
-
The strengh of weak learnability
-
R. Schapire, "The strengh of weak learnability," Machine Learning, vol. 5, pp. 197-227, 1990.
-
(1990)
Machine Learning
, vol.5
, pp. 197-227
-
-
Schapire, R.1
-
6
-
-
4644367942
-
An efficient boosting algorithm for combining preferences
-
Y. Freund, R. Iyer, R. Schapire, and Y. Singer, "An efficient boosting algorithm for combining preferences," Journal of Machine Learning Research, vol. 4, pp. 933-969, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 933-969
-
-
Freund, Y.1
Iyer, R.2
Schapire, R.3
Singer, Y.4
-
8
-
-
0032139235
-
The random subspace method for constructing decision forests
-
August
-
-, "The random subspace method for constructing decision forests," IEEE Transactions on Pattern Analysis and Machine Learning, vol. 20, no. 8, pp. 832-844, August 1998.
-
(1998)
IEEE Transactions on Pattern Analysis and Machine Learning
, vol.20
, Issue.8
, pp. 832-844
-
-
-
9
-
-
0034250160
-
Experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization
-
DOI 10.1023/A:1007607513941
-
T. Dietterich, "An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization," Machine Learning, vol. 40, pp. 139-157, 2000. (Pubitemid 30891936)
-
(2000)
Machine Learning
, vol.40
, Issue.2
, pp. 139-157
-
-
Dietterich, T.G.1
-
10
-
-
0035478854
-
Random forests
-
DOI 10.1023/A:1010933404324
-
L. Breiman, "Random forests," Machine Learning, vol. 45, pp. 5-32, 2001. (Pubitemid 32933532)
-
(2001)
Machine Learning
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
11
-
-
33646430006
-
Extremely randomized trees
-
April
-
P. Geurts, D. Ernst, and L. Wehenkel, "Extremely randomized trees," Machine Learning, vol. 63, no. 1, pp. 3-42, April 2006.
-
(2006)
Machine Learning
, vol.63
, Issue.1
, pp. 3-42
-
-
Geurts, P.1
Ernst, D.2
Wehenkel, L.3
-
12
-
-
0041763116
-
Forest of fuzzy decision trees
-
M. Mare?s, R. Mesiar, V. Novák, J. Ramik, and A. Stupz·nanová, Eds., Prague, Czech Republic, June
-
C. Marsala and B. Bouchon-Meunier, "Forest of fuzzy decision trees," in Proceedings of the Seventh International Fuzzy Systems Association World Congress, M. Mare?s, R. Mesiar, V. Novák, J. Ramik, and A. Stupz·nanová, Eds., vol. 1, Prague, Czech Republic, June 1997, pp. 369-374.
-
(1997)
Proceedings of the Seventh International Fuzzy Systems Association World Congress
, vol.1
, pp. 369-374
-
-
Marsala, C.1
Bouchon-Meunier, B.2
-
14
-
-
0036343420
-
Growing a fuzzy decision forest
-
K. Crockett, Z. Bandar, and D. Mclean, "Growing a fuzzy decision forest," in Proceedings of the 10th IEEE International Conference on Fuzzy Systems, December 2001, pp. 614-617. (Pubitemid 34944031)
-
(2002)
IEEE International Conference on Fuzzy Systems
, vol.2
, pp. 614-617
-
-
Crockett, K.1
Bandar, Z.2
Mclean, D.3
-
16
-
-
60349126300
-
A fuzzy random forest: Fundamental for design and construction
-
Malaga, Spain, July
-
P. P. Bonissone, J. M. Cadenas, M. C. Garrido, and R. A. Díaz- Valladares, "A fuzzy random forest: Fundamental for design and construction," in Proceedings of the 12th International Conference on Information Processing and Management of Uncertainty in Knowledge- Based Systems (IPMU'08), Malaga, Spain, July 2008, pp. 1231-1238.
-
(2008)
Proceedings of the 12th International Conference on Information Processing and Management of Uncertainty in Knowledge- Based Systems (IPMU'08)
, pp. 1231-1238
-
-
Bonissone, P.P.1
Cadenas, J.M.2
Garrido, M.C.3
Díaz-Valladares, R.A.4
-
18
-
-
0001963082
-
A short introduction to boosting
-
September
-
Y. Freund and R. Shapire, "A short introduction to boosting," Journal of Japanese Society for Artificial Intelligence, vol. 14, no. 5, pp. 771- 780, September 1999.
-
(1999)
Journal of Japanese Society for Artificial Intelligence
, vol.14
, Issue.5
, pp. 771-780
-
-
Freund, Y.1
Shapire, R.2
-
19
-
-
0002978642
-
Experiments with a new boosting algorithm
-
-, "Experiments with a new boosting algorithm," in International Conference on Machine Learning, 1996, pp. 148-156.
-
(1996)
International Conference on Machine Learning
, pp. 148-156
-
-
-
20
-
-
84905158242
-
University of Paris 6 at TRECVID 2006: Forests of fuzzy decision trees for high-level feature extraction
-
November
-
C. Marsala and M. Detyniecki, "University of Paris 6 at TRECVID 2006: Forests of fuzzy decision trees for high-level feature extraction," in TREC Video Retrieval Evaluation Online Proceedings, November 2006, http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
-
(2006)
TREC Video Retrieval Evaluation Online Proceedings
-
-
Marsala, C.1
Detyniecki, M.2
-
22
-
-
33744584654
-
Induction of decision trees
-
J. R. Quinlan, "Induction of decision trees," Machine Learning, vol. 1, no. 1, pp. 86-106, 1986.
-
(1986)
Machine Learning
, vol.1
, Issue.1
, pp. 86-106
-
-
Quinlan, J.R.1
-
23
-
-
0031996838
-
Fuzzy decision trees: Issues and methods
-
PII S1083441998002210
-
C. Z. Janikow, "Fuzzy decision trees: Issues and methods," IEEE Transactions on Systems, Man and Cybernetics, vol. 28, no. 1, pp. 1-14, 1998. (Pubitemid 128747981)
-
(1998)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.28
, Issue.1
, pp. 1-14
-
-
Janikow, C.Z.1
-
24
-
-
0032591474
-
An adaptable system to construct fuzzy decision trees
-
North American Fuzzy Information Processing Society, New York, USA
-
C. Marsala and B. Bouchon-Meunier, "An adaptable system to construct fuzzy decision trees," in Proc. of the NAFIPS'99 (North American Fuzzy Information Processing Society), New York, USA, 1999, pp. 223-227.
-
(1999)
Proc. of the NAFIPS'99
, pp. 223-227
-
-
Marsala, C.1
Bouchon-Meunier, B.2
-
25
-
-
0001517173
-
Learning from imperfect data
-
D. Dubois, H. Prade, and R.R. Yager, Eds. John Wileys and Sons
-
B. Bouchon-Meunier, C. Marsala, and M. Ramdani, "Learning from imperfect data," in Fuzzy Information Engineering: a Guided Tour of Applications, D. Dubois, H. Prade, and R. R. Yager, Eds. John Wileys and Sons, 1997, pp. 139-148.
-
(1997)
Fuzzy Information Engineering: A Guided Tour of Applications
, pp. 139-148
-
-
Bouchon-Meunier, B.1
Marsala, C.2
Ramdani, M.3
-
26
-
-
0000868331
-
Induction of fuzzy decision trees
-
Y. Yuan and M. Shaw, "Induction of fuzzy decision trees," Fuzzy Sets and systems, vol. 69, pp. 125-139, 1995.
-
(1995)
Fuzzy Sets and systems
, vol.69
, pp. 125-139
-
-
Yuan, Y.1
Shaw, M.2
-
27
-
-
0030405340
-
Fuzzy partioning using mathematical morphology in a learning scheme
-
New Orleans, USA, September
-
C. Marsala and B. Bouchon-Meunier, "Fuzzy partioning using mathematical morphology in a learning scheme," in Proceedings of the 5th IEEE Int. Conf. on Fuzzy Systems, vol. 2, New Orleans, USA, September 1996, pp. 1512-1517.
-
(1996)
Proceedings of the 5th IEEE Int. Conf. on Fuzzy Systems
, vol.2
, pp. 1512-1517
-
-
Marsala, C.1
Bouchon-Meunier, B.2
|