A Survey on Concept Drift in Process Mining

• Discriminative Rule Learning for Outcome-Guided Process Model Discovery

  2026 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

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• Enhancing explainability in process variant analysis: a framework for detecting and interpreting control-flow changes

  2025 Software & Systems Modeling article Business, Management and Accounting Business Process Modeling and Analysis Open access

  1

  citations
• Online Discovery of Simulation Models for Evolving Business Processes

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

  4

  citations
• Tuning Machine Learning to Address Process Mining Requirements

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

  23

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• Process Variant Analysis Across Continuous Features: A Novel Framework

  2024 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  2

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• Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review

  2023 Expert Systems with Applications article Business, Management and Accounting Business Process Modeling and Analysis

  21

  citations
• Graph-based feature extraction on object-centric event logs

  2023 International Journal of Data Science and Analytics article Business, Management and Accounting Business Process Modeling and Analysis Open access

  15

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• An Experimental Evaluation of Process Concept Drift Detection

  2023 Proceedings of the VLDB Endowment article Business, Management and Accounting Business Process Modeling and Analysis

  16

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• Explainable concept drift in process mining

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

  43

  citations
• High-Level Event Mining: A Framework

  2022 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  5

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10 results

• The EuRRECa Project as a Model for Data Access and Governance Policies for Rare Disease Registries That Collect Clinical Outcomes

  2020 International Journal of Environmental Research and Public Health article Computer Science Research Data Management Practices Open access

  52

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• Time-aware Concept Drift Detection Using the Earth Mover’s Distance

  2020 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  35

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2 results