Seminar: Artificial Intelligence for Research, Analytics, and Reasoning
Recorded on September 6, 2017, in Cincinnati.
Overview
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.
Presentation Video
Seminar Materials
2017-09-06-Research-Analytics-Reasoning.pdf
Example 1b-Where is my bag.xbl
Example 2 - Breast Cancer Diagnostics.xbl
Example 3 - SP 500.xbl
Example 4 - Simpsons Paradox.xbl