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01/18/2023
Performance-Preserving Event Log Sampling for Predictive Monitoring
Predictive process monitoring is a subfield of process mining that aims ...
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11/08/2022
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data
Event logs, as viewed in process mining, contain event data describing t...
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08/15/2022
Conformance Checking for Trace Fragments Using Infix and Postfix Alignments
Conformance checking deals with collating modeled process behavior with ...
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04/04/2022
Event Log Sampling for Predictive Monitoring
Predictive process monitoring is a subfield of process mining that aims ...
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10/05/2021
Visualizing Trace Variants From Partially Ordered Event Data
Executing operational processes generates event data, which contain info...
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07/31/2021
Freezing Sub-Models During Incremental Process Discovery: Extended Version
Process discovery aims to learn a process model from observed process be...
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05/27/2021
A Framework for Explainable Concept Drift Detection in Process Mining
Rapidly changing business environments expose companies to high levels o...
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05/17/2021
Cortado—An Interactive Tool for Data-Driven Process Discovery and Modeling
Process mining aims to diagnose and improve operational processes. Proce...
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03/23/2021
Model Independent Error Bound Estimation for Conformance Checking Approximation
Conformance checking techniques allow us to quantify the correspondence ...
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03/23/2020
Translating Workflow Nets to Process Trees: An Algorithmic Approach
Since their recent introduction, process trees have been frequently used...
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12/02/2019
Conformance Checking Approximation using Subset Selection and Edit Distance
Conformance checking techniques let us find out to what degree a process...
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05/15/2019
Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science
Process mining, i.e., a sub-field of data science focusing on the analys...
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10/31/2018
An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction
Data of sequential nature arise in many application domains in forms of,...
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04/25/2017
Event Stream-Based Process Discovery using Abstract Representations
The aim of process discovery, originating from the area of process minin...
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03/10/2017