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Leo Breiman

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affiliation: University of California, Berkeley, Statistics Department, USA

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Books and Theses

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1984
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Leo Breiman, J. H. Friedman, Richard A. Olshen, C. J. Stone:
Classification and Regression Trees. Wadsworth 1984, ISBN 0-534-98053-8

Journal Articles

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2001
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Leo Breiman:
Random Forests. Mach. Learn. 45(1): 5-32 (2001)
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Leo Breiman:
Using Iterated Bagging to Debias Regressions. Mach. Learn. 45(3): 261-277 (2001)
2000
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Leo Breiman:
Randomizing Outputs to Increase Prediction Accuracy. Mach. Learn. 40(3): 229-242 (2000)
1999
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Leo Breiman:
Pasting Small Votes for Classification in Large Databases and On-Line. Mach. Learn. 36(1-2): 85-103 (1999)
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Leo Breiman:
Prediction Games and Arcing Algorithms. Neural Comput. 11(7): 1493-1517 (1999)
1996
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Leo Breiman:
Technical Note: Some Properties of Splitting Criteria. Mach. Learn. 24(1): 41-47 (1996)
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Leo Breiman:
Stacked Regressions. Mach. Learn. 24(1): 49-64 (1996)
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Leo Breiman:
Bagging Predictors. Mach. Learn. 24(2): 123-140 (1996)
1993
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Leo Breiman, Adele Cutler:
A deterministic algorithm for global optimization. Math. Program. 58: 179-199 (1993)
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Leo Breiman:
Hinging hyperplanes for regression, classification, and function approximation. IEEE Trans. Inf. Theory 39(3): 999-1013 (1993)

Conference and Workshop Papers

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2003
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Leo Breiman:
Two-Eyed Algorithms and Problems. ECML 2003: 9
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Leo Breiman:
Two-Eyed Algorithms and Problems. PKDD 2003: 9

Data and Artifacts

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1988
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Leo Breiman, J. H. Friedman, Richard A. Olshen, C. J. Stone:
LED Display Domain. UCI Machine Learning Repository, 1988
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Leo Breiman, C. J. Stone:
Waveform Database Generator (Version 1). UCI Machine Learning Repository, 1988
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Leo Breiman, C. J. Stone:
Waveform Database Generator (Version 2). UCI Machine Learning Repository, 1988

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