International Journal of Approximate Reasoning, Volume 115

Volume 115, December 2019

Aggregation functions

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  Michal Boczek, Anton Hovana, Ondrej Hutník:
  General form of Chebyshev type inequality for generalized Sugeno integral. 1-12

Special Issue on 9th International Conference on Soft Methods in Probability and Statistics (SMPS 2018), Edited by Sébastien Destercke, Maria Brigida Ferraro and Beatriz Sinova Fernández

• 
  Maria Brigida Ferraro, Paolo Giordani:
  A review and proposal of (fuzzy) clustering for nonlinearly separable data. 13-31

Rough sets

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  Hong Yu, Yun Chen, Pawan Lingras, Guoyin Wang:
  A three-way cluster ensemble approach for large-scale data. 32-49

Special Issue on Ninth International Conference on Probabilistic Graphical Models (PGM 2018), Edited by Milan Studený, Ji?í Vomlel and Vaclav Kratochvil

• 
  Ioan Gabriel Bucur, Tom Claassen, Tom Heskes:
  Large-scale local causal inference of gene regulatory relationships. 50-68
• 
  Topi Talvitie, Ralf Eggeling, Mikko Koivisto:
  Learning Bayesian networks with local structure, mixed variables, and exact algorithms. 69-95

Special Issue on 9th International Conference on Soft Methods in Probability and Statistics (SMPS 2018), Edited by Sébastien Destercke, Maria Brigida Ferraro and Beatriz Sinova Fernández

• 
  Alexander Erreygers, Jasper De Bock:
  Bounding inferences for large-scale continuous-time Markov chains: A new approach based on lumping and imprecise Markov chains. 96-133
• 
  Aziz Omar, Thomas Augustin:
  Estimation of classification probabilities in small domains accounting for nonresponse relying on imprecise probability. 134-143

Rough sets

• 
  Zhengang Zhao:
  Maps between covering approximation spaces and the product space of two covering approximation spaces. 144-156

Special Issue on Formal concept analysis, rough sets, and three-way decisions, Edited by JingTao Yao, Dominik Slezak, Jesus Medina and Yan Zhang

• 
  Binbin Sang, Lei Yang, Hongmei Chen, Weihua Xu, Yanting Guo, Zhong Yuan:
  Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system. 157-179

Rough sets

• 
  Liwen Ma, Hui Lu:
  Six-Set Approximation Theorem of neighborhood related rough sets. 180-193
• 
  Zhehuang Huang, Jinjin Li, Weizhong Dai, Rongde Lin:
  Generalized multi-scale decision tables with multi-scale decision attributes. 194-208

Special Issue on Formal concept analysis, rough sets, and three-way decisions, Edited by JingTao Yao, Dominik Slezak, Jesus Medina and Yan Zhang

• 
  Yanhui Zhai, Deyu Li:
  Knowledge structure preserving fuzzy attribute reduction in fuzzy formal context. 209-220

Decision analysis

• 
  Konrad Kulakowski, Jacek Szybowski, Anna Prusak:
  Towards quantification of incompleteness in the pairwise comparisons methods. 221-234

Special Issue on Ninth International Conference on Probabilistic Graphical Models (PGM 2018), Edited by Milan Studený, Ji?í Vomlel and Vaclav Kratochvil

• 
  Marco Scutari, Catharina Elisabeth Graafland, José Manuel Gutiérrez:
  Who learns better Bayesian network structures: Accuracy and speed of structure learning algorithms. 235-253

Aggregation functions

• 
  Gül Deniz Çayli:
  New methods to construct uninorms on bounded lattices. 254-264

Argumentation

• 
  Nico Potyka:
  A polynomial-time fragment of epistemic probabilistic argumentation. 265-289

Statistical analysis of fuzzy data

• 
  Gholamreza Hesamian, Mohammad Ghasem Akbari:
  Fuzzy Lasso regression model with exact explanatory variables and fuzzy responses. 290-300