ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning.
Emna BenmohamedHela LtifiMounir Ben AyedPublished in: J. King Saud Univ. Comput. Inf. Sci. (2022)
Keyphrases
- information theory
- structure learning
- computational complexity
- learning algorithm
- graphical models
- information theoretic
- similarity measure
- training data
- bayesian networks
- objective function
- k means
- probabilistic model
- markov blanket
- statistical learning
- prior information
- parameter estimation
- upper bound
- np hard
- decision trees