José M. Puerta

Parallel structural learning of Bayesian networks: Iterative divide and conquer algorithm based on structural fusion

2024 · Knowledge-Based Systems

Learning Bayesian Networks (BNs) from high-dimensional data is a complex and time-consuming task. Although the literature includes approaches based on horizontal (instances) or vertical (variables) partitioning, none can guarantee the same theoretical properties as the …