Process mining using BPMN: relating event logs and process models

AA Kalenkova, WMP van der Aalst… - Proceedings of the …, 2016 - dl.acm.org
Process mining is an emerging discipline incorporating methods and tools for the analysis of
system/process executions captured in the form of event logs [1]. Traditionally process …

BPMN Miner: Automated discovery of BPMN process models with hierarchical structure

R Conforti, M Dumas, L García-Bañuelos, M La Rosa - Information Systems, 2016 - Elsevier
Existing techniques for automated discovery of process models from event logs generally
produce flat process models. Thus, they fail to exploit the notion of subprocess as well as …

Discovering architecture-aware and sound process models of multi-agent systems: a compositional approach

R Nesterov, L Bernardinello, I Lomazova… - Software and Systems …, 2023 - Springer
A process model discovered from an event log of a multi-agent system often does not fully
cover certain viewpoints of its architecture. We consider those concerned with the structure …

Generating event logs for high-level process models

AA Mitsyuk, IS Shugurov, AA Kalenkova… - … Modelling Practice and …, 2017 - Elsevier
Abstract Business Process Model and Notation (BPMN) is a de-facto standard for
practitioners working in the Business Process Management (BPM) field. The BPMN standard …

Beyond tasks and gateways: Discovering BPMN models with subprocesses, boundary events and activity markers

R Conforti, M Dumas, L García-Bañuelos… - … Conference, BPM 2014 …, 2014 - Springer
Existing techniques for automated discovery of process models from event logs generally
produce flat process models. Thus, they fail to exploit the notion of subprocess, as well as …

Process model discovery: A method based on transition system decomposition

AA Kalenkova, IA Lomazova… - Application and Theory of …, 2014 - Springer
Process mining aims to discover and analyze processes by extracting information from event
logs. Process mining discovery algorithms deal with large data sets to learn automatically …

Discovering high-level process models from event logs

AK Begicheva, IA Lomazova - Моделирование и анализ …, 2017 - mathnet.ru
Process mining is a relatively new field of computer science, which deals with process
discovery and analysis based on event logs. In this paper we consider the problem of …

Hierarchical performance analysis for process mining

M Leemans, WMP Van Der Aalst… - Proceedings of the …, 2018 - dl.acm.org
Process mining techniques use event data from operational and software processes to
discover process models, to check the conformance of predefined process models, and to …

Modeling and discovering cancelation behavior

M Leemans, WMP van der Aalst - On the Move to Meaningful Internet …, 2017 - Springer
This paper presents a novel extension to the process tree model to support cancelation
behavior, and proposes a novel process discovery technique to discover sound, fitting …

Remaining time prediction for business processes with concurrency based on log representation

R Cao, W Ni, Q Zeng, F Lu, C Liu… - China …, 2021 - ieeexplore.ieee.org
Remaining time prediction of business processes plays an important role in resource
scheduling and plan making. The structural features of single process instance and the …