Bayesian Networks—Artificial Intelligence for Research, Analytics, and Reasoning

In this workshop, we illustrate how scientists in various fields of study, beyond computer science, can employ Bayesian networks as a practical form of Artificial Intelligence for exploring complex problems. We present the remarkably simple theory behind Bayesian networks and demonstrate their application for research and analytics tasks using the BayesiaLab software platform. Specifically, we explore BayesiaLab's supervised and unsupervised machine learning algorithms for knowledge discovery in high-dimensional domains.