International Journal of Approximate Reasoning, Volume 138

Volume 138, November 2021

Special issue on Time series clustering and classification.

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  João A. Bastos, Jorge Caiado:
  On the classification of financial data with domain agnostic features. 1-11

Rough sets and three-way decision analysis

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  Fan Jia, Peide Liu:
  Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment. 12-37

Bayesian networks

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  Giso H. Dal, Alfons W. Laarman, Arjen Hommersom, Peter J. F. Lucas:
  A compositional approach to probabilistic knowledge compilation. 38-66

Special Issue on Extended papers from the 11th International Symposium on Imprecise Probability: Theories and Applications.

• 
  Teddy Seidenfeld:
  A retrospective on Isaac Levi: June 30, 1930 - December 25, 2018. 67-75

Selected extended papers from the 15th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2019),

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  Gabriele Kern-Isberner, Zoran Ognjanovic:
  Special issue from the 15th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2019). 76-77

Rough sets and three-way decision analysis

• 
  Guilong Liu:
  Rough set approaches in knowledge structures. 78-88

Imprecise probability and belief functions

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  Haibo Liu, Ming Chen, Chong Du, Jiachang Tang, Chunming Fu, Guilin She:
  A copula-based uncertainty propagation method for structures with correlated parametric p-boxes. 89-104

Special Issue on the Tenth International Conference on Probabilistic Graphical Models (PGM 2020).

• 
  Alessandro Bregoli, Marco Scutari, Fabio Stella:
  A constraint-based algorithm for the structural learning of continuous-time Bayesian networks. 105-122

Imprecise probability and belief functions

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  Chaoyu Gong, Zhi-gang Su, Pei-hong Wang, Qian Wang, Yang You:
  Evidential instance selection for K-nearest neighbor classification of big data. 123-144

Special Issue on the Tenth International Conference on Probabilistic Graphical Models (PGM 2020).

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  Tjebbe Bodewes, Marco Scutari:
  Learning Bayesian networks from incomplete data with the node-average likelihood. 145-160

Rough sets and three-way decision analysis

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  Chao Zhang, Juanjuan Ding, Deyu Li, Jianming Zhan:
  A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems. 161-187

Special Issue on the Tenth International Conference on Probabilistic Graphical Models (PGM 2020).

• 
  Milan Studený, James Cussens, Václav Kratochvíl:
  The dual polyhedron to the chordal graph polytope and the rebuttal of the chordal graph conjecture. 188-203