6 citations · 21 across the 13 of their papers we have counts for
3 papers · 1 filter
Engineering Reliable Autonomous Systems: Challenges and Solutions
Marie Farrell, Matt Luckcuck, Angelo Ferrando +28
Engineering reliable autonomous systems is an important and growing topic in computer science. As autonomous systems become more prevalent, easy-to-use techniques for building them…
Attribution-based Explanations for Markov Decision Processes
Paul Kobialka, Andrea Pferscher, Francesco Leofante +3
Attribution techniques explain the outcome of an AI model by assigning a numerical score to its inputs. So far, these techniques have mainly focused on attributing importance to st…
Automata Learning versus Process Mining: The Case for User Journeys
Paul Kobialka, Andrea Pferscher, Bernhard K. Aichernig +2
With the servitization of business, understanding how users experience services becomes a crucial success factor for companies. Therefore, there is a need to include feedback from…