What am I doing?: automatic construction of an agent's state-transition diagram through introspection. - Constantin Berzan; Matthias Scheutz (AAMAS, 2012)

An investigation of local patterns for estimation of distribution genetic programming. - Erik Hemberg; Kalyan Veeramachaneni; James McDermott; Constantin Berzan; Una-May O'Reilly (GECCO, 2012)

Proximity-Graph Instance-Based Learning, Support Vector Machines, and High Dimensionality: An Empirical Comparison. - Godfried T. Toussaint; Constantin Berzan (MLDM, 2012)

Introducing graphical models to analyze genetic programming dynamics. - Erik Hemberg; Constantin Berzan; Kalyan Veeramachaneni; Una-May O'Reilly (FOGA, 2013)