Search Results - "Aalst, W."
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Soundness of workflow nets: classification, decidability, and analysis
Published in Formal aspects of computing (01-05-2011)“…Workflow nets , a particular class of Petri nets, have become one of the standard ways to model and analyze workflows. Typically, they are used as an…”
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Process mining: a two-step approach to balance between underfitting and overfitting
Published in Software and systems modeling (2010)“…Process mining includes the automated discovery of processes from event logs. Based on observed events (e.g., activities being executed or messages being…”
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3
Measuring precision of modeled behavior
Published in Information systems and e-business management (01-02-2015)“…Conformance checking techniques compare observed behavior (i.e., event logs) with modeled behavior for a variety of reasons. For example, discrepancies between…”
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Conformance checking of processes based on monitoring real behavior
Published in Information systems (Oxford) (01-03-2008)“…Many companies have adopted Process-aware Information Systems (PAIS) to support their business processes in some form. On the one hand these systems typically…”
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Workflow mining: discovering process models from event logs
Published in IEEE transactions on knowledge and data engineering (01-09-2004)“…Contemporary workflow management systems are driven by explicit process models, i.e., a completely specified workflow design is required in order to enact a…”
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Seven process modeling guidelines (7PMG)
Published in Information and software technology (01-02-2010)“…Business process modeling is heavily applied in practice, but important quality issues have not been addressed thoroughly by research. A notorious problem is…”
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Case notion discovery and recommendation: automated event log building on databases
Published in Knowledge and information systems (01-07-2020)“…Process mining techniques use event logs as input. When analyzing complex databases, these event logs can be built in many ways. Events need to be grouped into…”
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Time prediction based on process mining
Published in Information systems (Oxford) (01-04-2011)“…Process mining allows for the automated discovery of process models from event logs. These models provide insights and enable various types of model-based…”
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Journal Article -
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Business process management as the “Killer App” for Petri nets
Published in Software and systems modeling (01-05-2015)“…Since their inception in 1962, Petri nets have been used in a wide variety of application domains. Although Petri nets are graphical and easy to understand,…”
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A configurable reference modelling language
Published in Information systems (Oxford) (01-03-2007)“…Enterprise Systems (ES) are comprehensive off-the-shelf packages that have to be configured to suit the requirements of an organization. Most ES solutions…”
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Discovering workflow nets using integer linear programming
Published in Computing (01-05-2018)“…Process mining is concerned with the analysis, understanding and improvement of business processes. Process discovery, i.e. discovering a process model based…”
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Conformance Checking Using Cost-Based Fitness Analysis
Published in 2011 IEEE 15th International Enterprise Distributed Object Computing Conference (01-08-2011)“…The growing complexity of processes in many organizations stimulates the adoption of business process analysis techniques. Typically, such techniques are based…”
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Conference Proceeding -
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Discovering simulation models
Published in Information systems (Oxford) (01-05-2009)Get full text
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Reinforcement learning based resource allocation in business process management
Published in Data & knowledge engineering (2011)“…Efficient resource allocation is a complex and dynamic task in business process management. Although a wide variety of mechanisms are emerging to support…”
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Journal Article -
15
YAWL: yet another workflow language
Published in Information systems (Oxford) (01-06-2005)“…Based on a rigorous analysis of existing workflow management systems and workflow languages, a new workflow language is proposed: yet another workflow language…”
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Journal Article -
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Business process mining: An industrial application
Published in Information systems (Oxford) (01-07-2007)“…Contemporary information systems (e.g., WfM, ERP, CRM, SCM, and B2B systems) record business events in so-called event logs. Business process mining takes…”
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The effectiveness of workflow management systems: A longitudinal study
Published in International journal of information management (01-02-2016)“…•We followed 10 organizations implementing a workflow management system.•We measured the quantitative improvement of their business processes in terms of speed…”
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ProcessProfiler3D: A visualisation framework for log-based process performance comparison
Published in Decision Support Systems (01-08-2017)“…An organisation can significantly improve its performance by observing how their business operations are currently being carried out. A great way to derive…”
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Journal Article -
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Genetic process mining: an experimental evaluation
Published in Data mining and knowledge discovery (01-04-2007)“…One of the aims of process mining is to retrieve a process model from an event log. The discovered models can be used as objective starting points during the…”
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Evaluating and predicting overall process risk using event logs
Published in Information sciences (20-07-2016)“…•An approach and a supporting tool for evaluating overall process risk and for predicting aggregate process outcomes is proposed.•The approach is…”
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