International Journal of Approximate Reasoning, Volume 131

Volume 131, April 2021

Fuzzy reasoning

• 
  Mohit Kumar, Sukhvir Singh, Bernhard Freudenthaler:
  Gaussian fuzzy theoretic analysis for variational learning of nested compositions. 1-29

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

• 
  Natan T'Joens, Jasper De Bock, Gert de Cooman:
  A particular upper expectation as global belief model for discrete-time finite-state uncertain processes. 30-55
• 
  Fábio Gagliardi Cozman:
  Graphoid properties of concepts of independence for sets of probabilities. 56-79

Special issue on Knowledge Enhanced Data Analytics for Autonomous Decision Making

• 
  Hui Cui, Guanli Yue, Li Zou, Xin Liu, Ansheng Deng:
  Multiple multidimensional linguistic reasoning algorithm based on property-oriented linguistic concept lattice. 80-92
• 
  Cheng Cheng, Chunping Li, Youfang Han, Yan Zhu:
  A semi-supervised deep learning image caption model based on Pseudo Label and N-gram. 93-107

Belief functions

• 
  Andrey G. Bronevich, Igor N. Rozenberg:
  The measurement of relations on belief functions based on the Kantorovich problem and the Wasserstein metric. 108-135

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

• 
  Tommaso Flaminio:
  On standard completeness and finite model property for a probabilistic logic on Łukasiewicz events. 136-150

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

• 
  Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson:
  Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data. 151-188

Fuzzy reasoning

• 
  Qing Chang, Hongjun Zhou:
  Distributivity of N-ordinal sum fuzzy implications over t-norms and t-conorms. 189-213

Argumentation

• 
  Nguyen Duy Hung, Van-Nam Huynh:
  Revealed preference in argumentation: Algorithms and applications. 214-251

Decision theory

• 
  Roman Ilin:
  Detection of rare events with uncertain outcomes. 252-267