3 papers
cs.AI2023
Discovering Hierarchical Process Models: an Approach Based on Events Clustering
Antonina K. Begicheva, Irina A. Lomazova, Roman A. Nesterov
Process mining is a field of computer science that deals with discovery and analysis of process models based on automatically generated event logs. Currently, many companies use th…
cs.LO2020
Soundness-preserving composition of synchronously and asynchronously interacting workflow net components
Luca Bernardinello, Irina Lomazova, Roman Nesterov +1
In this paper, we propose a compositional approach to constructing correct formal models of information systems from correct models of interacting components. Component behavior is…
cs.MA2018
Compositional Discovery of Workflow Nets from Event Logs Using Morphisms
Luca Bernardinello, Irina Lomazova, Roman Nesterov +1
This paper presents a modular approach to discover process models for multi-agent systems from event logs. System event logs are filtered according to individual agent behavior. We…