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Learning of Process Representations Using Recurrent Neural Networks

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2017Predicting process behaviour using deep learning430 cited
2009Trace Clustering in Process Mining364 cited
2006Discovering expressive process models by clustering log traces321 cited
2009Context Aware Trace Clustering: Towards Improving Process Mining Results252 cited
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2021Business process variant analysis: Survey and classification104 cited
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2015BPI Challenge 201589 cited
2015A Co-Training Strategy for Multiple View Clustering in Process Mining85 cited
2018act2vec, trace2vec, log2vec, and model2vec: Representation Learning for Business Processes80 cited
2020A Generic Framework for Trace Clustering in Process Mining45 cited
2015A Comparative Analysis of Process Instance Cluster Techniques39 cited
2016Clustering Traces Using Sequence Alignment39 cited
2019Trace Clustering on Very Large Event Data in Healthcare Using Frequent Sequence Patterns22 cited

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2018Multi-Perspective Clustering of Process Execution Traces16 cited

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