Generation and verification of learned stochastic automata using k-NN and statistical model checking.
Abdelhakim BaouyaSalim ChehidaSamir OuchaniSaddek BensalemMarius BozgaPublished in: Appl. Intell. (2022)
Keyphrases
- model checking
- knn
- k nearest neighbor
- finite state
- finite state machines
- timed automata
- temporal logic
- nearest neighbor
- formal verification
- automated verification
- verification method
- model checker
- distance function
- formal specification
- k nearest neighbour
- temporal properties
- formal methods
- reachability analysis
- bounded model checking
- partial order reduction
- text classification
- voting methods
- process algebra
- concurrent systems
- transition systems
- pspace complete
- symbolic model checking
- k nearest
- feature selection
- computation tree logic
- nearest neighbour
- reactive systems
- asynchronous circuits
- modal logic
- support vector machine
- alternating time temporal logic
- epistemic logic
- tree automata
- linear temporal logic
- regular expressions
- knowledge representation
- training set
- neural network