Explainable Document Classification via Pattern Structures -- Bayesian belief network for association between clusters of social media users with similar personality traits profiles and color characteristics of their avatar images -- Algebraic Bayesian Networks: the Generation of the Network Canonical Representation -- Quantification of Localization Uncertainty in One-stage Object Detection -- Automated Discovery of Direct Speech to Increase Quality and Battery Saving in Telephony.