Overview Understanding key machine learning algorithms is crucial for solving real-world data problems effectively.Data ...

The Department of Industrial Engineering and Management Sciences is a leader in the science of decision-making in complex environments through innovation in algorithms, computation, and mathematical ...

After earlier explaining how to compute disorder and split data in his exploration of machine learning decision tree classifiers, resident data scientist Dr. James McCaffrey of Microsoft Research now ...

Using a decision tree classifier from a machine learning library is often awkward because it usually must be customized and library decision trees have many complex supporting functions, says resident ...

A special category of algorithms, machine learning algorithms, try to “learn” based on a set of past decision-making examples.

Army researchers developed online machine learning algorithms that can help in such decision making processes, including for Soldiers in combat when faced with tough decisions during a mission.

Aside from the obvious efficiency benefits that AI and machine learning present, there are a number of other advantages to be realized. Data-driven decision making offers the ability to validate a ...