3 papers
cs.AI2026
Adaptive Multimodal Agents-Based Framework for Automatic Workflow Execution
Susanna Cifani, Mario Luca Bernardi, Marta Cimitile
Modern information systems require autonomous agents capable of navigating complex workflows, yet current methodologies often struggle with the transition from structured metadata…
cs.LG2026
From Data Lifting to Continuous Risk Estimation: A Process-Aware Pipeline for Predictive Monitoring of Clinical Pathways
Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile +1
This paper presents a reproducible and process-aware pipeline for predictive monitoring of clinical pathways. The approach integrates data lifting, temporal reconstruction, event l…
cs.CY2026
Improving Hospital Process Management through Process Mining: A Case Study on COVID-19 Clinical Pathways
Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile +1
This study analyzes COVID-19 care pathways using the COVID Data for Shared Learning dataset. We build a transparent, reproducible pipeline that transforms heterogeneous clinical ta…