Journal ArticleDOI
Model repair - aligning process models to reality
TLDR
This paper investigates the problem of repairing a process model w.r.t. a log such that the resulting model can replay the log and is as similar to the original model and uses an existing conformance checker that aligns the runs of the given process model to the traces in the log.About:
This article is published in Information Systems.The article was published on 2015-01-01. It has received 138 citations till now. The article focuses on the topics: Conformance checking & Process mining.read more
Citations
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Flexible evolutionary algorithms for mining structured process models
TL;DR: The Evolutionary Tree Miner framework is presented, which is implemented as a plug-in for the process mining toolkit ProM and is able to balance these different quality metrics and be able to produce (a collection of) process models that have a specific balance of these quality dimensions, as specified by the user.
Replaying history on process models for conformance checking and performance analysis
TL;DR: The importance of maintaining a proper alignment between event log and process model is elaborated on and their application to conformance checking and performance analysis is elaborated.
Multi-perspective process mining
TL;DR: This thesis addresses research challenges in which a multi-perspective view on processes is needed and that look beyond the control-flow perspective, which defines the sequence of activities of a process.
Journal ArticleDOI
Online conformance checking: relating event streams to process models using prefix-alignments
Sebastiaan J. van Zelst,Alfredo Bolt,Marwan Hassani,Boudewijn F. van Dongen,Wil M. P. van der Aalst +4 more
TL;DR: A novel approach to incrementally compute prefix-alignments is presented, paving the way for real-time online conformance checking.
Journal ArticleDOI
Resolving inconsistencies and redundancies in declarative process models
TL;DR: In this article, an approach for the automated detection of inconsistencies and redundancies in declarative process models is proposed based on the notion of product-automata monoid.
References
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Journal Article
Binary codes capable of correcting deletions, insertions, and reversals
Book
Process Mining: Discovery, Conformance and Enhancement of Business Processes
TL;DR: This book provides real-world techniques for monitoring and analyzing processes in real time and is a powerful new tool destined to play a key role in business process management.
Journal ArticleDOI
Workflow mining: discovering process models from event logs
TL;DR: A new algorithm is presented to extract a process model from a so-called "workflow log" containing information about the workflow process as it is actually being executed and represent it in terms of a Petri net.