Abstract: Causal learning from observational data is an important scientific endeavor, but the statistical and computational challenges posed by the high-dimensionality of many modern datasets are ...

Abstract: How to train learners over unbalanced data with asymmetric costs has been recognized as one of the most significant challenges in data mining. Bayesian network classifier (BNC) provides a ...

Frontiers Events is a rapidly growing calendar management system dedicated to the scheduling of academic events. This includes announcements and invitations, participant listings and search ...