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Process Mining Manifesto
TLDR
Process mining techniques are able to extract knowledge from event logs commonly available in today’s information systems. Expand
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Predictive Business Process Monitoring with LSTM Neural Networks
TLDR
This paper investigates Long Short-Term Memory (LSTM) neural networks as an approach to build consistently accurate models for a wide range of predictive process monitoring tasks. Expand
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Fundamentals of Business Process Management
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Business Process Model Merging: An Approach to Business Process Consolidation
TLDR
This article addresses the problem of constructing consolidated business process models out of collections of process models that share common fragments. Expand
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Managing large collections of business process models - Current techniques and challenges
TLDR
We introduce the topic of managing large collections of business process models and provide an overview of the various management techniques that currently exist, as well as the open research challenges that they pose. Expand
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Configurable Workflow Models
TLDR
An approach to identify so-called configurable elements of a workflow modeling language and to add configuration opportunities to workflow models is presented in this paper. Expand
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The Architecture
The YAWL system is structured as a service-oriented architecture. It is composed of an extensible set of YAWL Services [1], each of which is deployed at a certain endpoint and offers one or multipleExpand
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Blockchains for Business Process Management - Challenges and Opportunities
TLDR
Blockchain technology offers a sizable promise to rethink the way interorganizational business processes are managed because of its potential to realize execution without a single point of trust. Expand
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APROMORE: An advanced process model repository
TLDR
This paper proposes an architecture for an Advanced Process Model Repository – APROMORE – which offers a rich set of features to maintain, analyze, exploit the content of process models. Expand
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Merging Business Process Models
TLDR
This paper addresses the following problem: given two business process models, create a process model that is the union of the process models given as input. Expand
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