Process mining applications in the healthcare domain: A comprehensive review

A Guzzo, A Rullo, E Vocaturo - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Process mining (PM) is a well‐known research area that includes techniques,
methodologies, and tools for analyzing processes in a variety of application domains. In the …

Process mining: Overview and outlook of petri net discovery algorithms

BF Van Dongen, AK Alves de Medeiros… - Transactions on Petri Nets …, 2009 - Springer
Within the research domain of process mining, process discovery aims at constructing a
process model as an abstract representation of an event log. The goal is to build a model …

Discovering block-structured process models from event logs-a constructive approach

SJJ Leemans, D Fahland… - Application and Theory of …, 2013 - Springer
Process discovery is the problem of, given a log of observed behaviour, finding a process
model that 'best'describes this behaviour. A large variety of process discovery algorithms …

Time prediction based on process mining

WMP Van der Aalst, MH Schonenberg, M Song - Information systems, 2011 - Elsevier
Process mining allows for the automated discovery of process models from event logs.
These models provide insights and enable various types of model-based analysis. This …

A search-based approach for accurate identification of log message formats

S Messaoudi, A Panichella, D Bianculli… - Proceedings of the 26th …, 2018 - dl.acm.org
Many software engineering activities process the events contained in log files. However,
before performing any processing activity, it is necessary to parse the entries in a log file, to …

Process mining: a two-step approach to balance between underfitting and overfitting

WMP Van der Aalst, V Rubin, HMW Verbeek… - Software & Systems …, 2010 - Springer
Process mining includes the automated discovery of processes from event logs. Based on
observed events (eg, activities being executed or messages being exchanged) a process …

Decomposing Petri nets for process mining: A generic approach

WMP Van der Aalst - Distributed and Parallel Databases, 2013 - Springer
The practical relevance of process mining is increasing as more and more event data
become available. Process mining techniques aim to discover, monitor and improve real …

Scalable process discovery and conformance checking

SJJ Leemans, D Fahland… - Software & Systems …, 2018 - Springer
Considerable amounts of data, including process events, are collected and stored by
organisations nowadays. Discovering a process model from such event data and verification …

A fresh look at precision in process conformance

J Munoz-Gama, J Carmona - International Conference on Business …, 2010 - Springer
Process Conformance is a crucial step in the area of Process Mining: the adequacy of a
model derived from applying a discovery algorithm to a log must be certified before making …

Process diagnostics: a method based on process mining

M Bozkaya, J Gabriels… - … on Information, Process …, 2009 - ieeexplore.ieee.org
As organizations change, their information systems can evolve from simple systems to
complex systems, which are hard to understand, and therefore hard to maintain or extend …