1 citations · 1 across the 4 of their papers we have counts for
4 papers
Skill Learning Using Process Mining for Large Language Model Plan Generation
Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin +1
Large language models (LLMs) hold promise for generating plans for complex tasks, but their effectiveness is limited by sequential execution, lack of control flow models, and diffi…
ProcessTBench: An LLM Plan Generation Dataset for Process Mining
Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin +1
Large Language Models (LLMs) have shown significant promise in plan generation. Yet, existing datasets often lack the complexity needed for advanced tool use scenarios - such as ha…
Attack Tree Generation via Process Mining
Alyzia-Maria Konsta, Gemma Di Federico, Alberto Lluch Lafuente +1
Attack Trees are a graphical model of security used to study threat scenarios. While visually appealing and supported by solid theories and effective tools, one of their main drawb…
White-box validation of quantitative product lines by statistical model checking and process mining
Roberto Casaluce, Andrea Burattin, Francesca Chiaromonte +2
We propose a novel methodology for validating software product line (PL) models by integrating Statistical Model Checking (SMC) with Process Mining (PM). Our approach focuses on th…