In collaboration with Wright Laboratories of U.S. Air Force, Professor Perkowski developed an efficient method to learn from data by the method of decomposing a relational description of positive, negative and in general, multi-valued characterization of samples.

In years 1995 - 1999, under Air Force Office of Scientific Research (AFOSR) we developed several machine learning programs based on Constructive Induction approach. See Ph.D. theses of Stanislaw Grygiel and Craig Files, and M.S. theses of Paul Burkey, Mike Burns and Rahul Malvi for more details.