Process mining manifesto
W Van Der Aalst, A Adriansyah… - … Workshops: BPM 2011 …, 2012 - Springer
Process mining techniques are able to extract knowledge from event logs commonly
available in today's information systems. These techniques provide new means to discover …
available in today's information systems. These techniques provide new means to discover …
A systematic methodology for outpatient process analysis based on process mining
A healthcare environment has been important due to the increase in demand for medical
services. There have been several research works to improve clinical processes such as …
services. There have been several research works to improve clinical processes such as …
Process-data quality: the true frontier of process mining
Since its emergence over two decades ago, process mining has flourished as a discipline,
with numerous contributions to its theory, widespread practical applications, and mature …
with numerous contributions to its theory, widespread practical applications, and mature …
Combining business process and data discovery techniques for analyzing and improving integrated care pathways
J Poelmans, G Dedene, G Verheyden… - Advances in Data …, 2010 - Springer
Hospitals increasingly use process models for structuring their care processes. Activities
performed to patients are logged to a database but these data are rarely used for managing …
performed to patients are logged to a database but these data are rarely used for managing …
Understanding process behaviours in a large insurance company in Australia: A case study
Having a reliable understanding about the behaviours, problems, and performance of
existing processes is important in enabling a targeted process improvement initiative …
existing processes is important in enabling a targeted process improvement initiative …
Process mining: a research agenda
WMP Van der Aalst, AJMM Weijters - Computers in industry, 2004 - Elsevier
Enterprise information systems support and control operational business processes ranging
from simple internal back-office processes to complex interorganizational processes …
from simple internal back-office processes to complex interorganizational processes …
A case study lens on process mining in practice
Process mining has a history of over two decades of published research papers and case
studies started to appear a bit over a decade ago. In this paper we review these published …
studies started to appear a bit over a decade ago. In this paper we review these published …
Event log preprocessing for process mining: a review
HM Marin-Castro, E Tello-Leal - Applied Sciences, 2021 - mdpi.com
Process Mining allows organizations to obtain actual business process models from event
logs (discovery), to compare the event log or the resulting process model in the discovery …
logs (discovery), to compare the event log or the resulting process model in the discovery …
Definition and validation of process mining use cases
I Ailenei, A Rozinat, A Eckert… - … Workshops: BPM 2011 …, 2012 - Springer
Process mining is an emerging topic in the BPM marketplace. Recently, several
(commercial) software solutions have become available. Due to the lack of an evaluation …
(commercial) software solutions have become available. Due to the lack of an evaluation …
A review of business process mining: state‐of‐the‐art and future trends
Purpose–This paper seeks to examine the area of business process mining, providing an
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …