13 papers · ranked by Valyu relevance
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Considerable amounts of data, including process events, are collected and stored by organisations nowadays. Discovering a process model from such event data and verification of the quality of discovered models are important steps in process mining. Many discovery techniques have been proposed, but none of them combines…
Lerina Aversano, Martina Iammarino, Antonella Madau, Giuseppe Pirlo + 2 more
Process mining applications in healthcare is a field widely investigated in the last years. Its diffusion is driven by increasing digitalization and the availability of large quantities of clinical data, enabling hospitals, clinics, and other healthcare organizations to optimize workflows, reduce operational costs, and…
Pavlina Kröckel, Freimut Bodendorf
The paper explores process mining and its usefulness for analyzing football event data. We work with professional event data provided by OPTA Sports from the European Championship in 2016. We analyze one game of a favorite team (England) against an underdog team (Iceland). The success of the underdog teams in the Euro…
Lisa Zimmermann, Francesca Zerbato, Barbara Weber
Over the past few years, several software companies have emerged that offer process mining tools to assist enterprises in gaining insights into their process executions. However, the effective application of process mining technologies depends on analysts who need to be proficient in managing process mining projects…
Tilen Tratnjek, Gregor Polančič, Joaquin Ordieres Meré
As IoT environments continue to grow in scale and complexity, the increasing number of interconnected sensors and devices makes end-to-end system behaviour progressively harder to understand. Process mining offers strong potential to address this challenge by transforming sensor-driven event data into interpretable…
Carlos Fernandez-Llatas, Aroa Lizondo, Eduardo Monton, Jose-Miguel Benedi + 2 more
'Jose-Miguel Benedi' 'Vicente Traver' 'Kourosh Khoshelham'] The definition of efficient and accurate health processes in hospitals is crucial for ensuring an adequate quality of service. Knowing and improving the behavior of the surgical processes in a hospital can improve the number of patients that can be operated on…
Abdel-Hamed Mohamed Rashed, Noha E. El-Attar, Diaa Salama Abdelminaam, Mohamed Abdelfatah + 1 more
Recently, The Egyptian health sector whether it is public or private; utilizes emerging technologies such as data mining, business intelligence, Internet of Things (IoT), among many others to enhance the service and to deal with increasing costs and growing pressures. However, process mining has not yet been used in…
Seyed Hossein Abrehdari
Title: Review Highlights 1. • Technical diagrams (e.g., performance analysis) were depicted for process mining. 2. • An innovative approach was applied to optimize the time of process operations. 3. • A specialized map of the process mining was depicted using the particular event-logs.
Robert Andrews, Moe T. Wynn, Kirsten Vallmuur, Arthur H. M. ter Hofstede + 3 more
While noting the importance of data quality, existing process mining methodologies (i) do not provide details on how to assess the quality of event data (ii) do not consider how the identification of data quality issues can be exploited in the planning, data extraction and log building phases of any process mining…
Mohammad Bakhtiari, Cleva Villanueva
Radiation oncology is known for its complexity, inherent risks, and sheer volume of data. Adopting a process-oriented management approach and systemic thinking is essential for ensuring safety, efficiency, and the highest quality of care. Process mining offers a data-centric method for analyzing and improving clinical…
Wichian Premchaiswadi, Parham Porouhan
This paper is divided into three main parts. In the first part of the study, we captured, collected and formatted an event log describing the handling of reviews for proceedings of an international conference in Thailand. In the second part, we used several process mining techniques in order to discover process models…
Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama + 2 more
'Marcos Sepúlveda' 'Daniel Capurro'] The performance analysis of Emergency Room episodes is aimed at providing decision makers with knowledge that allows them to decrease waiting times, reduce patient congestion, and improve the quality of care provided. In this case study, Process Mining is used to determine which…
Daniel Schuster, Elisabetta Benevento, Davide Aloini, Wil M. P. van der Aalst
'Wil M. P. van der Aalst'] Abstract Most process mining techniques are primarily automated, meaning that process analysts input information and receive output. As a result, process mining techniques function like black boxes with limited interaction options for analysts, such as simple sliders for filtering infrequent…