How can we generate realistic graphs? In addition, how can we do so with a mathematically
tractable model that makes it feasible to analyze their properties rigorously? Real graphs …

We present Tree 2, a new approach to structural classification. This integrated approach
induces decision trees that test for pattern occurrence in the inner nodes. It combines state …

We present CTC, a new approach to structural classification. It uses the predictive power of
tree patterns correlating with the class values, combining state-of-the-art tree mining with …

In the crisis management environment, tunnel vision is a set of bias in decision makers'
cognitive process which often leads to incorrect understanding of the real crisis situation …

Various definitions and frameworks for discovering frequent trees in forests have been
developed recently. At the heart of these frameworks lies the notion of matching, which …

Abstract [eng] Generating de novo drug-like molecules can lead to major societal and
technological advancements. Molecule generation is relevant to solving problems in various …

This thesis describes work conducted to enable Robot Scientist Eve to autonomously
evaluate drug-like chemicals during high throughput experiments. Eve tests libraries of …