Entropic relevance: A mechanism for measuring stochastic process models discovered from event data

• Stochastic Process Mining: Characteristics and Challenges

  2026 IEEE Transactions on Knowledge and Data Engineering article Business, Management and Accounting Business Process Modeling and Analysis

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• Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models

  2025 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

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• Abstract-and-compare stochastic conformance checking

  2025 Process Science conference-abstract Business, Management and Accounting Business Process Modeling and Analysis Open access

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• Partially ordered stochastic conformance checking

  2024 Knowledge and Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

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• Learning Generalized Stochastic Petri Nets From Event Data

  2024 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

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• Enjoy the silence: Analysis of stochastic Petri nets with silent transitions

  2024 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

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• A chance for models to show their quality: Stochastic process model-log dimensions

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• Stochastic Process Discovery: Can It Be Done Optimally?

  2024 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

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• Comparing Conformance Checking for Decision Mining: An Axiomatic Approach

  2024 IEEE Access article Business, Management and Accounting Business Process Modeling and Analysis Open access

  4

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• Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract)

  2023 International Joint Conference on Artificial Intelligence conference-paper Computer Science Petri Nets in System Modeling Open access

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• Stochastic-aware precision and recall measures for conformance checking in process mining

  2023 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis

  23

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• Statistical Tests and Association Measures for Business Processes

  2022 IEEE Transactions on Knowledge and Data Engineering article Business, Management and Accounting Business Process Modeling and Analysis Open access

  7

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12 results

• Stochastic process mining: Earth movers’ stochastic conformance

  2021 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  92

  citations

1 result