Finding a set of candidate parents using dependency criterion for the K2 algorithm.
Vahid Rezaei TabarFarzad EskandariSelva SalimiHamid ZareifardPublished in: Pattern Recognit. Lett. (2018)
Keyphrases
- experimental evaluation
- computational complexity
- dynamic programming
- detection algorithm
- preprocessing
- high accuracy
- optimal solution
- decomposition algorithm
- initial set
- times faster
- cost function
- theoretical analysis
- input data
- matching algorithm
- convex hull
- k means
- method finds
- conflict free
- minimum description length
- candidate set
- learning algorithm
- probabilistic model
- computational cost
- feature selection
- search space
- improved algorithm
- data sets
- optimality criterion
- optimization criteria
- search algorithm
- significant improvement
- expectation maximization
- image set
- markov random field
- linear programming
- particle swarm optimization
- computationally efficient