[HTML][HTML] Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis

S Agostinelli, F Chiariello, FM Maggi, A Marrella… - Information Systems, 2023 - Elsevier
Within the process mining field, Deterministic Finite State Automata (DFAs) are largely
employed as foundation mechanisms to perform formal reasoning tasks over the information …

Enhancing declarative temporal model mining in relational databases: A preliminary study

S Appleby, G Bergami, G Morgan - Proceedings of the 27th International …, 2023 - dl.acm.org
Propositionalisation tampers the running time of state-of-the-art algorithms in declarative
temporal model mining, as they exhaustively generate the clauses instantiated with the …

Running Temporal Logical Queries on the Relational Model

S Appleby, G Bergami, G Morgan - Proceedings of the 26th International …, 2022 - dl.acm.org
State of the art for model checking exploit computationally intensive solutions, bottlenecked
by either repeated data access or suboptimal algorithmic implementations. Our solution …