[HTML][HTML] 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 …

Conformance checking: a state-of-the-art literature review

S Dunzer, M Stierle, M Matzner, S Baier - Proceedings of the 11th …, 2019 - dl.acm.org
Conformance checking is a set of process mining functions that compare process instances
with a given process model. It identifies deviations between the process instances' actual …

Object-centric alignments

L Liss, JN Adams, WMP van der Aalst - International Conference on …, 2023 - Springer
Processes tend to interact with other processes and operate on various objects of different
types. These objects can influence each other creating dependencies between sub …

Scalable conformance checking of business processes

D Reißner, R Conforti, M Dumas, M La Rosa… - On the Move to …, 2017 - Springer
Given a process model representing the expected behavior of a business process and an
event log recording its actual execution, the problem of business process conformance …

Conformance-oriented predictive process monitoring in BPaaS based on combination of neural networks

J Wang, V Chang, D Yu, C Liu, X Ma, D Yu - Journal of Grid Computing, 2022 - Springer
As a new cloud service for delivering complex business applications, Business Process as a
Service (BPaaS) is another challenge faced by cloud service platforms recently. To …

Multimodal process mining

A Gavric, D Bork, H Proper - 2024 26th International …, 2024 - ieeexplore.ieee.org
Process modeling has a long and successful history, greatly aided by process discovery
from event logs. However, many processes leave limited digital traces. Often, manual and …

Scientific workflow mining in clouds

W Song, F Chen, HA Jacobsen, X **a… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Computing clouds have become the platform of choice for the deployment and execution of
scientific workflows. Due to the uncertainty and unpredictability of scientific exploration, the …

[HTML][HTML] Scalable alignment of process models and event logs: An approach based on automata and s-components

D Reißner, A Armas-Cervantes, R Conforti, M Dumas… - Information Systems, 2020 - Elsevier
Given a model of the expected behavior of a business process and given an event log
recording its observed behavior, the problem of business process conformance checking is …

Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage

SK Pradhan, M Jans, N Martin - ACM Computing Surveys, 2025 - dl.acm.org
Process mining enables organizations to analyze the data stored in their information
systems and derive insights regarding their business processes. However, raw data needs …

Behavior analysis for electronic commerce trading systems: A survey

P Zhao, Z Ding, M Wang, R Cao - IEEE Access, 2019 - ieeexplore.ieee.org
With the rapid development of the Internet and the continuous progress of computer science
and technology, Internet-based online trading has developed rapidly and improved the …