Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm.
Zoumpoulia DikopoulouElpiniki I. PapageorgiouKoen VanhoofPublished in: FUZZ-IEEE (2020)
Keyphrases
- probabilistic model
- fuzzy cognitive maps
- dynamic programming
- learning algorithm
- computational complexity
- theoretical analysis
- optimal solution
- search space
- prior knowledge
- social networks
- least squares
- model selection
- neural network
- multi agent systems
- np hard
- objective function
- simulated annealing
- complex systems
- sensitivity analysis