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Expert-driven trace clustering with instance-level constraints · Study

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ArticleExpert-driven trace clustering with instance-level constraints

Pieter De Koninck2021

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Articlebronze2021

Expert-driven trace clustering with instance-level constraints

Pieter De Koninck · Klaas Nelissen · Seppe vanden Broucke · Bart Baesens · Monique Snoeck · Jochen De Weerdt

16 citations·0/0 files stored·Knowledge and Information Systems

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Business Process Modeling and Analysis Data Mining Algorithms and Applications Time Series Analysis and Forecasting

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References

2018Fundamentals of Business Process Management 2007Conformance checking of processes based on monitoring real behavior 2012Replaying history on process models for conformance checking and performance analysis 2013Discovering Block-Structured Process Models from Event Logs - A Constructive Approach 2009Trace Clustering in Process Mining 2009Context Aware Trace Clustering: Towards Improving Process Mining Results 2018Split miner: automated discovery of accurate and simple business process models from event logs 2012A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

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2017An Approach for Incorporating Expert Knowledge in Trace Clusteringother · 12 shared references 2019Scalable Mixed-Paradigm Trace Clustering using Super-Instancesother · 12 shared references 2016Explaining clusterings of process instancesarticle · 10 shared references 2015The Use of Process Mining in Business Process Simulation Model Constructionarticle · 8 shared references 2018The imprecisions of precision measures in process miningarticle · 8 shared references 2016Clustering Traces Using Sequence Alignmentother · 8 shared references

Details

Year2021

Typearticle

Published2021-03-01

VenueKnowledge and Information Systems

ISSN-L0219-1377

Languageen

Citations16

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1007/s10115-021-01548-6

openalex_workW3133578123

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