Artem Polyvyanyy

Most-cited papers

1. Split miner: automated discovery of accurate and simple business process models from event logs

   A. Augusto, R. Conforti, M. Dumas, M. La Rosa +1 more

   2018Knowledge and Information Systems212 citations Open access

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2. Process compliance analysis based on behavioural profiles

   M. Weidlich, Artem Polyvyanyy, Nirmit V. Desai, J. Mendling +1 more

   2011Information Systems128 citations Open access

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3. Robotic Process Mining: Vision and Challenges

   Volodymyr Leno, Artem Polyvyanyy, M. Dumas, M. La Rosa +1 more

   2020Business & Information Systems Engineering118 citations Open access

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4. Supporting Process Model Validation through Natural Language Generation

   H. Leopold, J. Mendling, Artem Polyvyanyy

   2014IEEE Transactions on Software Engineering114 citations Open access

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5. Process querying: Enabling business intelligence through query-based process analytics

   Artem Polyvyanyy, C. Ouyang, A. Barros, Wil M.P. van der Aalst

   2017Decision Support Systems94 citations Open access

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6. Generating Natural Language Texts from Business Process Models

   H. Leopold, J. Mendling, Artem Polyvyanyy

   2012International Conference on Advanced Information Systems Engineering74 citations Open access

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7. Stochastic process mining: Earth movers' stochastic conformance

   S. Leemans, Wil M.P. van der Aalst, T. Brockhoff, Artem Polyvyanyy

   2021Information Systems73 citations Open access

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8. Business Process Model Abstraction

   Artem Polyvyanyy, S. Smirnov, M. Weske

   2015Handbook on Business Process Management68 citations Open access

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9. Impact-Driven Process Model Repair

   Artem Polyvyanyy, Wil M.P. van der Aalst, A. T. ter Hofstede, M. Wynn

   2016ACM Transactions on Software Engineering and Methodology67 citations Open access

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10. Causal Behavioural Profiles – Efficient Computation, Applications, and Evaluation

    M. Weidlich, Artem Polyvyanyy, J. Mendling, M. Weske

    2011Fundamenta Informaticae59 citations Open access

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11. Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems

    Artem Polyvyanyy, Andreas Solti, M. Weidlich, Claudio Di Ciccio +1 more

    2018ACM Transactions on Software Engineering and Methodology57 citations Open access

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12. The 4C Spectrum of Fundamental Behavioral Relations for Concurrent Systems

    Artem Polyvyanyy, M. Weidlich, R. Conforti, M. La Rosa +1 more

    2014Applications and Theory of Petri Nets53 citations Open access

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13. Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs

    Z. Bozorgi, I. Teinemaa, M. Dumas, M. La Rosa +1 more

    2020International Conference on Process Mining52 citations Open access

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14. Comprehensive Process Drift Detection with Visual Analytics

    A. Yeshchenko, Claudio Di Ciccio, J. Mendling, Artem Polyvyanyy

    2019International Conference on Conceptual Modeling52 citations Open access

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15. Process Forecasting: Towards Proactive Business Process Management

    Rouven Poll, Artem Polyvyanyy, M. Rosemann, Maximilian Röglinger +1 more

    2018International Conference on Business Process Management46 citations Open access

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16. Function-Splitting Heuristics for Discovery of Microservices in Enterprise Systems

    Adambarage Anuruddha Chathuranga De Alwis, A. Barros, Artem Polyvyanyy, C. Fidge

    2018International Conference on Service Oriented Computing42 citations Open access

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17. Stochastic-Aware Conformance Checking: An Entropy-Based Approach

    S. Leemans, Artem Polyvyanyy

    2020International Conference on Advanced Information Systems Engineering39 citations Open access

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18. Information Systems Modeling: Language, Verification, and Tool Support

    Artem Polyvyanyy, J. V. D. van der Werf, Sietse Overbeek, Rick Brouwers

    2019International Conference on Advanced Information Systems Engineering38 citations Open access

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19. APQL: A Process-Model Query Language

    A. T. ter Hofstede, C. Ouyang, M. La Rosa, Liang Song +2 more

    2013Asia Pacific Business Process Management37 citations Open access

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20. Agent Miner: An Algorithm for Discovering Agent Systems from Event Data

    A. Tour, Artem Polyvyanyy, A. Kalenkova, Arik Senderovich

    2022International Conference on Business Process Management35 citations Open access

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21. Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs

    Volodymyr Leno, A. Augusto, M. Dumas, M. La Rosa +2 more

    2020International Conference on Process Mining34 citations Open access

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22. Action Logger: Enabling Process Mining for Robotic Process Automation

    Volodymyr Leno, Artem Polyvyanyy, M. La Rosa, M. Dumas +1 more

    2019International Conference on Business Process Management34 citations

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23. Visual Drift Detection for Event Sequence Data of Business Processes

    A. Yeshchenko, Claudio Di Ciccio, J. Mendling, Artem Polyvyanyy

    2020IEEE Transactions on Visualization and Computer Graphics33 citations Open access

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24. Automated discovery of declarative process models with correlated data conditions

    Volodymyr Leno, M. Dumas, F. Maggi, M. La Rosa +1 more

    2020Information Systems33 citations Open access

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25. Structuring process models

    Artem Polyvyanyy

    201232 citations

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26. Agent System Mining: Vision, Benefits, and Challenges

    A. Tour, Artem Polyvyanyy, A. Kalenkova

    2021IEEE Access31 citations Open access

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27. On the expressive power of behavioral profiles

    Artem Polyvyanyy, Abel Armas-Cervantes, M. Dumas, Luciano García-Bañuelos

    2016Formal Aspects of Computing29 citations Open access

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28. Prescriptive process monitoring based on causal effect estimation

    Z. Bozorgi, I. Teinemaa, M. Dumas, M. La Rosa +1 more

    2023Information Systems28 citations

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29. Towards a Compendium of Process Technologies - The jBPT Library for Process Model Analysis

    Artem Polyvyanyy, M. Weidlich

    2013CAiSE Forum26 citations

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30. An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining

    Artem Polyvyanyy, Alistair Moffat, Luciano Garc'ia-Banuelos

    2020International Conference on Process Mining25 citations Open access

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31. Large Process Models: Business Process Management in the Age of Generative AI

    Timotheus Kampik, C. Warmuth, Adrian Rebmann, Ron Agam +11 more

    2023arXiv.org23 citations Open access

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32. Optimization of Complex QoS-Aware Service Compositions

    D. Schuller, Artem Polyvyanyy, Luciano García-Bañuelos, Stefan Schulte

    2011International Conference on Service Oriented Computing23 citations Open access

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33. Process model forecasting and change exploration using time series analysis of event sequence data

    Johannes De Smedt, A. Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt +1 more

    2023Data & Knowledge Engineering21 citations Open access

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34. Goal Recognition Using Off-The-Shelf Process Mining Techniques

    Artem Polyvyanyy, Zihang Su, N. Lipovetzky, Sebastian Sardiña

    2020Adaptive Agents and Multi-Agent Systems21 citations

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

    Hanan Alkhammash, Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos

    2022Information Systems20 citations

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36. Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning

    Z. Bozorgi, M. Dumas, M. La Rosa, Artem Polyvyanyy +2 more

    2023International Conference on Advanced Information Systems Engineering19 citations Open access

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37. Automated Discovery of Data Transformations for Robotic Process Automation

    Volodymyr Leno, M. Dumas, M. La Rosa, F. Maggi +1 more

    2020AAAI Conference on Artificial Intelligence19 citations

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38. Monotone Conformance Checking for Partially Matching Designed and Observed Processes

    Artem Polyvyanyy, A. Kalenkova

    2019International Conference on Process Mining18 citations Open access

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39. Weak Conformance of Process Models with respect to Data Objects

    A. Meyer, Artem Polyvyanyy, M. Weske

    2012Central-European Workshop on Services and their Composition18 citations

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40. Discovering Microservices in Enterprise Systems Using a Business Object Containment Heuristic

    Adambarage Anuruddha Chathuranga De Alwis, A. Barros, C. Fidge, Artem Polyvyanyy

    2018OTM Conferences17 citations Open access

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41. Isotactics as a Foundation for Alignment and Abstraction of Behavioral Models

    Artem Polyvyanyy, M. Weidlich, M. Weske

    2012International Conference on Business Process Management17 citations Open access

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42. Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining

    Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano Garc'ia-Banuelos +5 more

    2020ICPM Doctoral Consortium / Tools16 citations

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43. Fast and accurate data-driven goal recognition using process mining techniques

    Zihang Su, Artem Polyvyanyy, N. Lipovetzky, Sebastian Sardiña +1 more

    2023Artificial Intelligence15 citations Open access

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44. Remodularization Analysis for Microservice Discovery Using Syntactic and Semantic Clustering

    Adambarage Anuruddha Chathuranga De Alwis, A. Barros, C. Fidge, Artem Polyvyanyy

    2020International Conference on Advanced Information Systems Engineering15 citations Open access

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

    S. Leemans, Artem Polyvyanyy

    2023Information Systems14 citations

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46. A systematic approach for discovering causal dependencies between observations and incidents in the health and safety domain

    Artem Polyvyanyy, Anastasiia Pika, M. Wynn, A. T. ter Hofstede

    2019Safety Science14 citations Open access

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47. Generalized aggregate Quality of Service computation for composite services

    Yong Yang, M. Dumas, Luciano García-Bañuelos, Artem Polyvyanyy +1 more

    2012Journal of Systems and Software14 citations Open access

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48. Collaborative Business Process Modeling in Multi-surface Environments

    Alexander Nolte, Ross Brown, Craig Anslow, M. Wiechers +2 more

    2016Collaboration Meets Interactive Spaces13 citations Open access

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49. All that glitters is not gold: Four maturity stages of process discovery algorithms

    J. M. V. D. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis +1 more

    2022Information Systems12 citations Open access

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50. Robotic Process Mining

    M. Dumas, M. La Rosa, Volodymyr Leno, Artem Polyvyanyy +1 more

    2022Process Mining Handbook12 citations Open access

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