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International Journal of Approximate Reasoning, Volume 107

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Volume 107, April 2019

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Yuan-Ting Yan, Zeng Bao Wu, Xiuquan Du, Jie Chen, Shu Zhao, Yanping Zhang:
A three-way decision ensemble method for imbalanced data oversampling. 1-16

Fuzzy reasoning

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Maria Letizia Guerra, Laerte Sorini, Luciano Stefanini:
Quantile and expectile smoothing based on L₁-norm and L₂-norm fuzzy transforms. 17-43

Special Issue on Belief Functions: Theory and Applications

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Jirina Vejnarová, Václav Kratochvíl:
Special issue from the 4th International Conference on Belief Functions (BELIEF 2016), September 21-23, 2016, Prague, CZ. 44-45
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Rui Wang, Jérémie Guiochet, Gilles Motet, Walter Schön:
Safety case confidence propagation based on Dempster-Shafer theory. 46-64

Probabilistic modelling

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Santi Tasena:
Polynomial copula transformations. 65-78

Special Issue on Uncertainty Management in Machine Learning Applications

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Van-Nam Huynh:
Uncertainty Management in Machine Learning Applications. 79-80
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Gian Luca Pozzato:
Typicalities and probabilities of exceptions in nonmotonic Description Logics. 81-100

Probabilistic modelling

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Jianjun Zhao, Shen-Shyang Ho:
Improving Bayesian network local structure learning via data-driven symmetry correction methods. 101-121

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