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[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 …
logs (discovery), to compare the event log or the resulting process model in the discovery …
Conformance checking: a state-of-the-art literature review
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 …
with a given process model. It identifies deviations between the process instances' actual …
Object-centric alignments
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 …
types. These objects can influence each other creating dependencies between sub …
Scalable conformance checking of business processes
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 …
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
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 …
Service (BPaaS) is another challenge faced by cloud service platforms recently. To …
Multimodal process mining
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 …
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 …
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
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 …
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
Process mining enables organizations to analyze the data stored in their information
systems and derive insights regarding their business processes. However, raw data needs …
systems and derive insights regarding their business processes. However, raw data needs …
Behavior analysis for electronic commerce trading systems: A survey
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 …
and technology, Internet-based online trading has developed rapidly and improved the …