Big data in lean six sigma: a review and further research directions

S Gupta, S Modgil, A Gunasekaran - International Journal of …, 2020 - Taylor & Francis
Manufacturing and service organisations improve their processes on a continuous basis to
have better operational performance. They use lean six sigma (LSS) projects for process …

Conformance checking: foundations, milestones and challenges

J Carmona, B van Dongen, M Weidlich - Process mining handbook, 2022 - Springer
By relating observed and modelled behaviour, conformance checking unleashes the full
power of process mining. Techniques from this discipline enable the analysis of the quality …

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 …

Processes meet big data: Connecting data science with process science

W Van der Aalst, E Damiani - IEEE Transactions on Services …, 2015 - ieeexplore.ieee.org
As more and more companies are embracing Big data, it has become apparent that the
ultimate challenge is to relate massive amounts of event data to processes that are highly …

Scalable process discovery with guarantees

SJJ Leemans, D Fahland… - … , Business-Process and …, 2015 - Springer
Considerable amounts of data, including process event data, are collected and stored by
organisations nowadays. Discovering a process model from recorded process event data is …

Robust Process Mining with Guarantees.

SJJ Leemans - BPM (Dissertation/Demos/Industry), 2018 - Springer
Due to the omnipresence of digitally supported processes and storage facilities nowadays,
plenty of organisational data is available in the typical organisation. Process mining aims to …

Sampling business process event logs using graph‐based ranking model

C Liu, Y Pei, L Cheng, Q Zeng… - … : Practice and Experience, 2021 - Wiley Online Library
Modern information systems are continuously collecting and storing large volumes of
business process event logs. The analysis of event logs can provide valuable insights for …

Scalable discovery of hybrid process models in a cloud computing environment

L Cheng, BF van Dongen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Process descriptions are used to create products and deliver services. To lead better
processes and services, the first step is to learn a process model. Process discovery is such …

Business process analytics and big data systems: A roadmap to bridge the gap

S Sakr, Z Maamar, A Awad, B Benatallah… - IEEE …, 2018 - ieeexplore.ieee.org
Business processes represent a cornerstone to the operation of any enterprise. They are the
operational means for such organizations to fulfill their goals. Nowadays, enterprises are …

Optimal alignments between large event logs and process models over distributed systems: An approach based on Petri nets

L Cheng, C Liu, Q Zeng - Information Sciences, 2023 - Elsevier
Process descriptions are the backbones for creating products and delivering services
automatically. Computing the alignments between process descriptions (such as process …