Combining Decision Trees Based on Imprecise Probabilities and Uncertainty Measures
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[1] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[2] Serafín Moral,et al. Difference of entropies as a non-specificity function on credal sets† , 2005, Int. J. Gen. Syst..
[3] Yoshua Bengio,et al. Inference for the Generalization Error , 1999, Machine Learning.
[4] D. Dubois,et al. Properties of measures of information in evidence and possibility theories , 1987 .
[5] Arthur P. Dempster,et al. Upper and Lower Probabilities Induced by a Multivalued Mapping , 1967, Classic Works of the Dempster-Shafer Theory of Belief Functions.
[6] Richard O. Duda,et al. Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.
[7] Serafín Moral,et al. An Algorithm to Compute the Upper Entropy for Order-2 Capacities , 2006, Int. J. Uncertain. Fuzziness Knowl. Based Syst..
[8] S. Moral,et al. COMPLETING A TOTAL UNCERTAINTY MEASURE IN THE DEMPSTER-SHAFER THEORY , 1999 .
[9] Alberto Maria Segre,et al. Programs for Machine Learning , 1994 .
[10] P. Walley. Inferences from Multinomial Data: Learning About a Bag of Marbles , 1996 .
[11] G. Klir. Uncertainty and Information: Foundations of Generalized Information Theory , 2005 .
[12] A. Ramer. Uniqueness of information measure in the theory of evidence , 1987 .
[13] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[14] Serafín Moral,et al. Building classification trees using the total uncertainty criterion , 2003, Int. J. Intell. Syst..
[15] Joaquín Abellán,et al. Uncertainty measures on probability intervals from the imprecise Dirichlet model , 2006, Int. J. Gen. Syst..
[16] Khaled Mellouli,et al. Belief decision trees: theoretical foundations , 2001, Int. J. Approx. Reason..
[17] George J. Klir,et al. On Measuring Uncertainty and Uncertainty-Based Information: Recent Developments , 2001, Annals of Mathematics and Artificial Intelligence.
[18] J. Ross Quinlan,et al. Induction of Decision Trees , 1986, Machine Learning.
[19] Patrick Vannoorenberghe,et al. On aggregating belief decision trees , 2004, Inf. Fusion.
[20] George J. Klir,et al. Disaggregated total uncertainty measure for credal sets , 2006, Int. J. Gen. Syst..
[21] Glenn Shafer,et al. A Mathematical Theory of Evidence , 2020, A Mathematical Theory of Evidence.
[22] Serafín Moral,et al. Upper entropy of credal sets. Applications to credal classification , 2005, Int. J. Approx. Reason..
[23] Jean-Marc Bernard,et al. An introduction to the imprecise Dirichlet model for multinomial data , 2005, Int. J. Approx. Reason..
[24] Jiri Matas,et al. On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..
[25] Ian Witten,et al. Data Mining , 2000 .
[26] Serafín Moral,et al. A non-specificity measure for convex sets of probability distributions , 2000 .
[27] George J. Klir,et al. Uncertainty-Based Information , 1999 .
[28] Serafín Moral,et al. Maximum of Entropy for Credal Sets , 2003, Int. J. Uncertain. Fuzziness Knowl. Based Syst..
[29] P. Walley. Statistical Reasoning with Imprecise Probabilities , 1990 .