List of publications as seen by DBLP or by Google Scholar. The publications listed below are for personal and/or scientific use only. All items are copyrighted by the respective publishers.

EDITED BOOKS AND PROCEEDINGS

Andrea Burattin, Artem Polyvyanyy, and Barbara Weber  (Eds.)
4th International Conference on Process Mining, ICPM 2022, Bolzano, Italy, October 23–28, 2022
IEEE 2022, ISBN 979-8-3503-9714-7.

Jochen De Weerdt and Artem Polyvyanyy  (Eds.)
Intelligent Information Systems – CAiSE Forum 2022, Leuven, Belgium, June 6–10, 2022, Proceedings
Lecture Notes in Business Information Processing 452, Springer 2022, ISBN 978-3-031-07480-6.

Artem Polyvyanyy  (Ed.)
Process Querying Methods
Springer 2022, ISBN 978-3-030-92874-2.

Artem Polyvyanyy, Moe Thandar Wynn, Amy Van Looy, and Manfred Reichert  (Eds.)
Business Process Management – 19th International Conference, BPM 2021, Rome, Italy, September 06–10, 2021, Proceedings
Lecture Notes in Computer Science 12875, Springer 2021, ISBN 978-3-030-85468-3.

Artem Polyvyanyy, Moe Thandar Wynn, Amy Van Looy, and Manfred Reichert  (Eds.)
Business Process Management Forum – BPM Forum 2021, Rome, Italy, September 06–10, 2021, Proceedings
Lecture Notes in Business Information Processing 427, Springer 2021, ISBN 978-3-030-85439-3.

Artem Polyvyanyy and Stefanie Rinderle-Ma  (Eds.)
Advanced Information Systems Engineering Workshops – CAiSE 2021 International Workshops, Melbourne, VIC, Australia, June 28 – July 2, 2021, Proceedings
Lecture Notes in Business Information Processing 423, Springer 2021, ISBN 978-3-030-79021-9.

ICPM 2022 CAiSE Forum 2022 Process Querying Methods BPM 2021
BPM Forum 2021 CAiSE 2021 International Workshops

REFEREED JOURNAL ARTICLES

Zihang Su, Artem Polyvyanyy, Nir Lipovetzky, Sebastian Sardiña, Nick van Beest
Adaptive Goal Recognition Using Process Mining Techniques   [postprint]
Engineering Applications of Artificial Intelligence (EAAI), 133, 108189, 2024, Elsevier.

Jan Martijn E.M. van der Werf, Andrey Rivkin, Marco Montali, Artem Polyvyanyy
Correctness Notions for Petri Nets with Identifiers  [postprint]
Fundamenta Informaticae (FUIN), 190(2–4), pp. 159–207, 2024, IOS Press.

Artem Polyvyanyy, Arthur H.M. ter Hofstede, Marcello La Rosa, Chun Ouyang, and Anastasiia Pika
Process Query Language: Design, Implementation, and Evaluation   [postprint]
Information Systems (IS), 122, 102337, 2024, Elsevier.

Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N.P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, and Matthias Weidlich
Large Process Models: A Vision for Business Process Management in the Age of Generative AI   [postprint]
Künstliche Intelligenz (KUIN), 2024, Springer. (in press)

Zihang Su, Artem Polyvyanyy, Nir Lipovetzky, Sebastian Sardiña, and Nick van Beest
Fast and Accurate Data-Driven Goal Recognition Using Process Mining Techniques   [postprint]
Artificial Intelligence (AI), 323, 103973, 2023, Elsevier.

Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, and Artem Polyvyanyy
Prescriptive Process Monitoring Based on Causal Effect Estimation   [postprint]
Information Systems (IS), 116, 102198, 2023, Elsevier.

Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, and Jan Mendling
Process Model Forecasting and Change Exploration Using Time Series Analysis of Event Sequence Data   [postprint]
Data and Knowledge Engineering (DKE), 145, 102145, 2023, Elsevier.

Sander J.J. Leemans and Artem Polyvyanyy
Stochastic-Aware Precision and Recall Measures for Conformance Checking in Process Mining   [postprint]
Information Systems (IS), 115, 102197, 2023, Elsevier.

Jan Martijn E.M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu Brinkhuis, and Hajo A. Reijers
All That Glitters Is Not Gold: Four Maturity Stages of Process Discovery Algorithms   [postprint]
Information Systems (IS), 114, 102155, 2023, Elsevier.

Sander J.J. Leemans, James M. McGree, Artem Polyvyanyy, and Arthur H.M. ter Hofstede
Statistical Tests and Association Measures for Business Processes   [postprint]
IEEE Transactions on Knowledge and Data Engineering (TKDE), 35(7), 7497–7511, 2023, IEEE Computer Society.

Hanan Alkhammash, Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Entropic Relevance: A Mechanism for Measuring Stochastic Process Models Discovered From Event Data   [postprint]
Information Systems (IS), 107, 101922, 2022, Elsevier.

Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, and Artem Polyvyanyy
Discovering Data Transfer Routines From User Interaction Logs   [postprint]
Information Systems (IS), 107, 101916, 2022, Elsevier.

Andrei Tour, Artem Polyvyanyy, and Anna Kalenkova
Agent System Mining: Vision, Benefits, and Challenges   [postprint]
IEEE Access 9: 99480–99494, 2021, IEEE.

Anna Kalenkova, Josep Carmona, Artem Polyvyanyy, and Marcello La Rosa
Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory  [postprint]
Fundamenta Informaticae (FUIN), 183(3–4), pp. 293–317, 2021, IOS Press.

Sander J.J. Leemans, Wil M.P. van der Aalst, Tobias Brockhoff, and Artem Polyvyanyy
Stochastic Process Mining: Earth Movers’ Stochastic Conformance   [postprint]
Information Systems (IS), 102, 101724, 2021, Elsevier.

Artem Polyvyanyy and Anna Kalenkova
Conformance Checking of Partially Matching Processes: An Entropy-Based Approach   [postprint]
Information Systems (IS), 106, 101720, 2022, Elsevier.

Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, and Artem Polyvyanyy
Visual Drift Detection for Event Sequence Data of Business Processes   [postprint]
IEEE Transactions on Visualization and Computer Graphics (TVCG), 28(8), 3050–3068, 2022, Elsevier.

Artem Polyvyanyy, Anastasiia Pika, and Arthur H. M. ter Hofstede
Scenario-Based Process Querying for Compliance, Reuse, and Standardization   [postprint]
Information Systems (IS), 93, 2020, Elsevier.

Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, and Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems   [postprint]
ACM Transactions on Software Engineering and Methodology (TOSEM), 29(3), pp. 17:1–17:41, 2020, ACM, NY, USA.

Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Marcello La Rosa, and Fabrizio Maria Maggi
Robotic Process Mining: Vision and Challenges   [postprint]
Business & Information Systems Engineering (BISE), 63(3): 301-314, 2021.

Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa, and Artem Polyvyanyy
Automated Discovery of Declarative Process Models With Correlated Data Conditions   [postprint]
Information Systems (IS), 89, 2020, Elsevier.

Artem Polyvyanyy, Anastasiia Pika, Moe Wynn, and Arthur H.M. ter Hofstede
A Systematic Approach for Discovering Causal Dependencies Between Observations and Incidents in the Health and Safety Domain   [postprint]
Safety Science, 118, pp. 345–354, 2019, Elsevier.

Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, and Artem Polyvyanyy  (best paper award)
Split Miner: Automated Discovery of Accurate and Simple Business Process Models from Event Logs   [postprint]
Knowledge and Information Systems (KAIS), 59(2), pp. 251–284, 2019, Elsevier.

Artem Polyvyanyy, Jan Sürmeli, and Matthias Weidlich
Interleaving Isotactics – An Equivalence Notion on Behaviour Abstractions   [postprint]
Theoretical Computer Science (TCS), 737, pp. 1–18, 2018, Elsevier.

Artem Polyvyanyy, Chun Ouyan, Alistair Barros, and Wil M.P. van der Aalst
Process Querying: Enabling Business Intelligence through Query-Based Process Analytics   [postprint]
Decision Support Systems (DSS), 100, pp. 41–56, 2017, Elsevier.

Artem Polyvyanyy, Wil M.P. van der Aalst, Arthur H.M. ter Hofstede, and Moe T. Wynn
Impact-Driven Process Model Repair   [postprint]  [slides]  [poster]
ACM Transactions on Software Engineering and Methodology (TOSEM), 25(4), pp. 28:1-28:60, 2017, ACM, NY, USA.

Artem Polyvyanyy, Abel Armas-Cervantes, Marlon Dumas, and Luciano García-Bañuelos
On the Expressive Power of Behavioral Profiles   [postprint]
Formal Aspects of Computing (FAOC), 28(4), pp. 597–613, 2016, Springer London.

Artem Polyvyanyy, Marcello La Rosa, Chun Ouyang, and Arthur H.M. ter Hofstede
Untanglings: A Novel Approach to Analyzing Concurrent Systems   [postprint]
Formal Aspects of Computing (FAOC), 27(5-6), pp. 753–788, 2015, Springer London.

Henrik Leopold, Jan Mendling, and Artem Polyvyanyy
Supporting Process Model Validation through Natural Language Generation  [postprint]
IEEE Transactions on Software Engineering (TSE), 40(8), pp. 818–840, 2014, IEEE.

Artem Polyvyanyy, Luciano García-Bañuelos, Dirk Fahland, and Mathias Weske
Maximal Structuring of Acyclic Process Models  [postprint]
The Computer Journal (COMJ), 57(1), pp. 12–35, 2014, Oxford University Press.

Yong Yang, Marlon Dumas, Luciano García-Bañuelos, Artem Polyvyanyy, and Liang Zhang
Generalized Aggregate Quality of Service Computation for Composite Services   [postprint]
Journal of Systems and Software (JSS), 85(8), pp. 1818–1830, 2012, Elsevier.

Artem Polyvyanyy, Luciano García-Bañuelos, and Marlon Dumas
Structuring Acyclic Process Models  [postprint]
Information Systems (IS), 37(6), pp. 518–538, 2012, Elsevier.

Artem Polyvyanyy, Matthias Weidlich, and Mathias Weske
Connectivity of Workflow Nets: The Foundations of Stepwise Verification  [postprint]
Acta Informatica (ACTA), 48(4), pp. 213–242, 2011, Springer-Verlag.

Matthias Weidlich, Artem Polyvyanyy, Jan Mendling, and Mathias Weske
Causal Behavioural Profiles – Efficient Computation, Applications, and Evaluation  [postprint]
Fundamenta Informaticae (FUIN), 113(3–4), pp. 399–435, 2011, IOS Press.

Matthias Weidlich, Artem Polyvyanyy, Nirmit Desai, Jan Mendling, and Mathias Weske
Process Compliance Analysis Based on Behavioural Profiles  [postprint]
Information Systems (IS), 36(7), pp. 1009–1025, 2011, Elsevier.

REFEREED CONFERENCE PAPERS

Johnson Zhou, Abel Armas-Cervantes, Zahra Dasht Bozorgi, Ellen Otte, Artem Polyvyanyy
Discovering Changes in Cell Stability Using Process Mining: A Case Study   [postprint]
Proceedings of the 6th International Conference on Process Mining (ICPM)
Copenhagen, Denmark, October 14–18, 2024. IEEE.

Qingtan Shen, Artem Polyvyanyy, Nir Lipovetzky, and Timotheus Kampik
Agent System Event Data: Concepts, Dimensions, Applications   [postprint]
Proceedings of the 43rd International Conference on Conceptual Modeling (ER)
Pittsburgh, Pennsylvania, USA, October 28–31, 2024. Springer. (in press)

Anandi Karunaratne, Artem Polyvyanyy, Alistair Moffat
The Role of Log Representativeness in Estimating Generalization in Process Mining   [postprint]
Proceedings of the 6th International Conference on Process Mining (ICPM)
Copenhagen, Denmark, October 14–18, 2024. IEEE.

Sander J.J. Leemans, Tian Li, Marco Montali, and Artem Polyvyanyy
Stochastic Process Discovery: Can It Be Done Optimally?   [postprint]
Proceedings of the 36th International Conference on Advanced Information Systems Engineering (CAiSE)
Limassol, Cyprus, June 3–7, 2024. LNCS 14663, pp. 36–52, Springer.

Hanan Alkhammash, Artem Polyvyanyy, and Alistair Moffat  (distinguished paper award)
Stochastic Directly-Follows Process Discovery Using Grammatical Inference   [postprint]
Proceedings of the 36th International Conference on Advanced Information Systems Engineering (CAiSE)
Limassol, Cyprus, June 3–7, 2024. LNCS 14663, pp. 87–103, Springer.

Zihang Su, Tianshi Yu, Nir Lipovetzky, Alireza Mohammadi, Denny Oetomo, Artem Polyvyanyy, Sebastian Sardiña, Ying Tan, Nick van Beest
Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques   [postprint]
Proceedings of the 5th International Conference on Process Mining (ICPM)
Rome, Italy, October 23–27, 2023. IEEE.

Andrei Tour, Artem Polyvyanyy, Anna Kalenkova, and Arik Senderovich
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data   [postprint]
Proceedings of the 21st International Conference on Business Process Management (BPM)
Utrecht, The Netherlands, September 11–15, 2023. LNCS 14159, pp. 284–302, Springer.

Daniël Barenholz, Marco Montali, Artem Polyvyanyy, Hajo A. Reijers, Andrey Rivkin, and Jan Martijn E. M. van der Werf
There and Back Again: On the Reconstructability and Rediscoverabilty of Typed Jackson Nets   [postprint]
Proceedings of the 44th International Conference On Application and Theory Of Petri Nets and Concurrency (ATPN)
Caparica, Lisbon-Region, Portugal, June 25–30, 2023. LNCS 13929, pp. 37–58, Springer, Cham.

Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, and Irene Teinemaa
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning   [postprint]
Proceedings of the 35th International Conference on Advanced Information Systems Engineering (CAiSE)
Zaragoza, Spain, June 12–16, 2023. LNCS 13901, pp. 364–380, Springer, Cham.

Artem Polyvyanyy, Alistair Moffat, and Luciano García-Bañuelos
Bootstrapping Generalization of Process Models Discovered From Event Data   [postprint]
Proceedings of the 34th International Conference on Advanced Information Systems Engineering (CAiSE)
Leuven, Belgium, June 6–10, 2022. LNCS 13295, pp. 36–54, Springer, Cham.

Jan Martijn E. M. van der Werf, Andrey Rivkin, Artem Polyvyanyy, and Marco Montali:
Data and Process Resonance: Identifier Soundness for Models of Information Systems   [postprint]
Proceedings of the 43rd International Conference On Application and Theory Of Petri Nets and Concurrency (ATPN)
Bergen, Norway, June 19–24, 2022. LNCS 13288, pp. 369–392, Springer, Cham.

Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy  (best paper, runner up award)
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction   [postprint]
Proceedings of the 3rd International Conference on Process Mining (ICPM)
Eindhoven, The Netherlands, October 31–November 4, 2021. pp. 96–103, IEEE.

Anna Kalenkova, Artem Polyvyanyy, and Marcello La Rosa
Structural and Behavioral Biases in Process Comparison Using Models and Logs   [postprint]
Proceedings of the 40th International Conference on Conceptual Modeling (ER)
St. John's, NL, Canada, October 18–21, 2021. LNCS 13011, pp. 62–73, Springer, Cham.

Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, and Jan Mendling  (best paper award)
Process Model Forecasting Using Time Series Analysis of Event Sequence Data   [postprint]
Proceedings of the 40th International Conference on Conceptual Modeling (ER)
St. John's, NL, Canada, October 18–21, 2021. LNCS 13011, pp. 47–61, Springer, Cham.

Jan Martijn van der Werf, Artem Polyvyany, Bart van Wensveen, Matthieu Brinkhuis, and Hajo Reijers  (best paper award)
All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees   [postprint]
Proceedings of the 33rd International Conference on Advanced Information Systems Engineering (CAiSE)
Melbourne, Australia, June 28, 2021–July 2, 2021. LNCS 12751, pp. 141–157, Springer, Cham.

Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin Fidge, and Artem Polyvyanyy
Microservice Remodularisation of Monolithic Enterprise Systems for Embedding in Industrial IoT Networks   [postprint]
Proceedings of the 33rd International Conference on Advanced Information Systems Engineering (CAiSE)
Melbourne, Australia, June 28, 2021–July 2, 2021. LNCS 12751, pp. 432–448, Springer, Cham.

Anna Kalenkova and Artem Polyvyanyy
A Spectrum of Entropy-Based Precision and Recall Measurements Between Partially Matching Designed and Observed Processes   [postprint]
Proceedings of the 18th International Conference on Service-Oriented Computing (ICSOC)
Dubai, United Arab Emirates, December 14–17, 2020. LNCS 12571, pp. 337–354, Springer, Cham.

Artem Polyvyanyy, Alistair Moffat, and Luciano García-Bañuelos
An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining   [postprint]  [presentation]
Proceedings of the 2nd International Conference on Process Mining (ICPM)
Padua, Italy, October 4–9, 2020. IEEE.
Errata: The graph in Figure 7(c) is incorrect. The correct version of it shows a similar pattern to Figures 7(a) and 7(b), and will appear in 2021 in a journal version of this paper (we hope).

Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, and Artem Polyvyanyy
Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs   [postprint]
Proceedings of the 2nd International Conference on Process Mining (ICPM)
Padua, Italy, October 4–9, 2020. IEEE.

Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, and Artem Polyvyanyy
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs   [postprint]
Proceedings of the 2nd International Conference on Process Mining (ICPM)
Padua, Italy, October 4–9, 2020. IEEE.

Anna Kalenkova, Artem Polyvyanyy, and Marcello La Rosa
A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics   [postprint]
Proceedings of the 18th International Conference on Business Process Management (BPM)
Sevilla, Spain, September 13–18, 2020. LNCS 12168, pp. 129–146, Springer, Cham.

Anna Kalenkova, Josep Carmona, Artem Polyvyanyy, and Marcello La Rosa
Automated Repair of Process Models Using Non-Local Constraints   [postprint]
Proceedings of the 41st International Conference On Application and Theory Of Petri Nets and Concurrency (ATPN)
Paris, France, June 22–26, 2020. LNCS 12152, pp. 280–300, Springer, Cham.

Jan Martijn E. M. van der Werf and Artem Polyvyanyy  (teaser video accessit)
The Information Systems Modeling Suite: Modeling the Interplay between Information and Processes  [postprint]
[tool]  [slides]  [teaser video]  [regular video]
Proceedings of the 41st International Conference On Application and Theory Of Petri Nets and Concurrency (ATPN)
Paris, France, 24–25 June 2020. LNCS 12152, pp. 414–425, Springer, Cham.

Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin Fidge, and Artem Polyvyanyy
Remodularization Analysis for Microservice Discovery Using Syntactic and Semantic Clustering   [postprint]
Proceedings of the 32nd International Conference on Advanced Information Systems Engineering (CAiSE)
Grenoble, France, June 8–12, 2020. LNCS 12127, pp. 3–19, Springer, Cham.

Sander J.J. Leemans and Artem Polyvyanyy  (best paper award nominee)
Stochastic-Aware Conformance Checking: An Entropy-Based Approach   [postprint]  [presentation]
Proceedings of the 32nd International Conference on Advanced Information Systems Engineering (CAiSE)
Grenoble, France, June 8–12, 2020. LNCS 12127, pp. 217–233, Springer, Cham.

Artem Polyvyanyy, Zihang Su, Nir Lipovetzky, and Sebastian Sardina
Goal Recognition Using Off-The-Shelf Process Mining Techniques   [postprint]  [presentation]  [slides]
Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS)
Auckland, New Zealand, May 9–13, 2020. pp 1072–1080. IFAAMAS, Richland, SC.

Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, and Artem Polyvyanyy
Comprehensive Process Drift Detection with Visual Analytics   [postprint]
Proceedings of the 38th International Conference on Conceptual Modeling (ER)
Salvador, Bahia, Brazil, November 4–7, 2019. LNCS 11788, pp. 119-135, Springer, Cham.

Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin Fidge, and Artem Polyvyanyy
Business Object Centric Microservices Patterns   [postprint]
Proceedings of the 27th International Conference on Cooperative Information Systems (CoopIS)
Rhodes, Greece, October 23–25, 2019. LNCS 11877, pp. 476-495, Springer, Cham.

Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin Fidge, and Artem Polyvyanyy
Availability and Scalability Optimized Microservice Discovery from Enterprise Systems   [postprint]
Proceedings of the 27th International Conference on Cooperative Information Systems (CoopIS)
Rhodes, Greece, October 23–25, 2019. LNCS 11877, pp. 496-514, Springer, Cham.

Artem Polyvyanyy and Anna Kalenkova  (best paper award)
Monotone Conformance Checking for Partially Matching Designed and Observed Processes   [postprint]   [presentation]
Proceedings of the 1st International Conference on Process Mining (ICPM)
Aachen, Germany, June 24–26, 2019. ISBN 978-1-7281-0919-0, pp. 81–88, IEEE.

Artem Polyvyanyy, Jan Martijn E. M. van der Werf, Sietse Overbeek, and Rick Brouwers
Information Systems Modeling: Language, Verification, and Tool Support   [postprint]
Proceedings of the 31st International Conference on Advanced Information Systems Engineering (CAiSE)
Rome, Italy, June 3–7, 2019. LNCS 11483, pp. 194–212, Springer, Cham.

Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin J. Fidge, Artem Polyvyanyy
Discovering Microservices in Enterprise Systems Using a Business Object Containment Heuristic   [postprint]
Proceedings of the 26th International Conference on Cooperative Information Systems (CoopIS)
Valletta, Malta, October 22–26, 2018. LNCS 11230, pp. 60–79, Springer, Cham.

Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Artem Polyvyanyy, Colin J. Fidge
Function-Splitting Heuristics for Discovery of Microservices in Enterprise Systems   [postprint]
Proceedings of the 16th International Conference on Service-Oriented Computing (ICSOC)
Hangzhou, China, November 12–15, 2018. LNCS 11236, pp. 37–53, Springer, Cham.

Rouven Poll, Artem Polyvyanyy, Michael Rosemann, Maximilian Röglinger, Lea Rupprecht
Process Forecasting: Towards Proactive Business Process Management   [postprint]
Proceedings of the 16th International Conference on Business Process Management (BPM)
Sydney, Australia, September 9–14, 2018. LNCS 11080, pp. 496–512, Springer, Cham.

Artem Polyvyanyy, Matthias Weidlich, Raffaele Conforti, Marcello La Rosa, and Arthur H.M. Ter Hofstede
The 4C Spectrum of Fundamental Behavioral Relations for Concurrent Systems   [postprint]
Proceedings of the 35th International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets)
Tunis, Tunisia, June 23-27, 2014. LNCS 8489, pp. 210-232, Springer International Publishing.

Artem Polyvyanyy, Marcello La Rosa, and Arthur H.M. ter Hofstede
Indexing and Efficient Instance-Based Retrieval of Process Models Using Untanglings   [postprint]
Proceedings of the 26th International Conference on Advanced Information Systems Engineering (CAiSE)
Thessaloniki, Greece, June 16-20, 2014. LNCS 8484, pp. 439-456, Springer International Publishing.

Arthur H.M. ter Hofstede, Chun Ouyang, Marcello La Rosa, Liang Song, Jianmin Wang, and Artem Polyvyanyy
APQL: A Process-Model Query Language   [postprint]
Proceedings of the 1st Asia Pacific Conference on Business Process Management (AP-BPM)
Beijing, China, August 29-30, 2013. LNBIP 159, pp. 23-38, Springer International Publishing.

Artem Polyvyanyy, Matthias Weidlich, and Mathias Weske
Isotactics as a Foundation for Alignment and Abstraction of Behavioral Models   [postprint]   [presentation]
Proceedings of the 10th International Conference on Business Process Management (BPM)
Tallinn, Estonia, September 3-6, 2012. LNCS 7481, pp. 335-351, Springer Berlin Heidelberg.

Henrik Leopold, Jan Mendling, and Artem Polyvyanyy
Generating Natural Language Texts from Business Process Models   [postprint]
Proceedings of the 24th International Conference on Advanced Information Systems Engineering (CAiSE)
Gdańsk, Poland, June 25-29, 2012. LNCS 7328, pp. 64-79, Springer Berlin Heidelberg.

Marlon Dumas, Luciano García-Bañuelos, Artem Polyvyanyy, Yong Yang, and Liang Zhang
Aggregate Quality of Service Computation for Composite Services   [postprint]
Proceedings of the 8th International Conference on Service Oriented Computing (ICSOC)
San Francisco, California, USA, December 7-10, 2010. LNCS 6470, pp. 213-227, Springer Berlin Heidelberg.

Artem Polyvyanyy, Matthias Weidlich, and Mathias Weske
The Biconnected Verification of Workflow Nets   [postprint]   [presentation]
Proceedings of the 18th International Conference on Cooperative Information Systems (CoopIS)
Crete, Greece, October 27-29, 2010. LNCS 6426, pp. 410-418, Springer Berlin Heidelberg.

Artem Polyvyanyy, Luciano García-Bañuelos, and Marlon Dumas  (best paper award)
Structuring Acyclic Process Models   [postprint]   [presentation]
Proceedings of the 8th International Conference on Business Process Management (BPM)
Hoboken, New Jersey, USA, September 13-16, 2010. LNCS 6336, pp. 276-293, Springer Berlin Heidelberg.

Matthias Weidlich, Artem Polyvyanyy, Jan Mendling, and Mathias Weske
Efficient Computation of Causal Behavioural Profiles Using Structural Decomposition   [postprint]
Proceedings of the 31st International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets)
Braga, Portugal, June 21-25, 2010. LNCS 6128, pp. 63-83, Springer Berlin Heidelberg.

Matthias Weidlich, Artem Polyvyanyy, Nirmit Desai, and Jan Mendling
Process Compliance Measurement Based on Behavioural Profiles   [postprint]
Proceedings of the 22nd International Conference on Advanced Information Systems Engineering (CAiSE)
Hammamet, Tunisia, June 9-11, 2010. LNCS 6051, pp. 499-514, Springer Berlin Heidelberg.

Artem Polyvyanyy, Luciano García-Bañuelos, and Mathias Weske
Unveiling Hidden Unstructured Regions in Process Models   [postprint]
Proceedings of the 17th International Conference on Cooperative Information Systems (CoopIS)
Vilamoura, Algarve, Portugal, November 4-6, 2009. LNCS 5870, pp. 340-356, Springer Berlin Heidelberg.

Artem Polyvyanyy, Sergey Smirnov, and Mathias Weske
The Triconnected Abstraction of Process Models   [postprint]
Proceedings of the 7th International Conference on Business Process Management (BPM)
Ulm, Germany, September 8-10, 2009. LNCS 5701, pp. 229-244, Springer Berlin Heidelberg.

Artem Polyvyanyy, Sergey Smirnov, and Mathias Weske
On Application of Structural Decomposition for Process Model Abstraction   [postprint]
Proceedings of the 2nd International Conference on Business Process and Services Computing (BPSC)
Leipzig, Germany, March 23-25, 2009. LNI 147, pp. 110-122, Gesellschaft für Informatik e.V.

Artem Polyvyanyy and Mathias Weske
Flexible Process Graph: A Prologue   [postprint]
Proceedings of the 16th International Conference on Cooperative Information Systems (CoopIS)
Monterrey, Mexico, November 12-14, 2008. LNCS 5331, pp. 427-435, Springer Berlin Heidelberg.

Artem Polyvyanyy, Sergey Smirnov, and Mathias Weske
Process Model Abstraction: A Slider Approach   [postprint]
Proceedings of the 12th International Conference on Enterprise Distributed Object Computing (EDOC)
München, Germany, September 15-19, 2008. ISBN 978-0-7695-3373-5, pp. 325-331, IEEE Computer Society.

Ahmed Awad, Artem Polyvyanyy, and Mathias Weske
Semantic Querying of Business Process Models   [postprint]
Proceedings of the 12th International Conference on Enterprise Distributed Object Computing (EDOC)
München, Germany, September 15–19, 2008. ISBN 978-0-7695-3373-5, pp. 85-94, IEEE Computer Society.

Ralf Knackstedt, Dominik Kuropka, Oliver Müller, and Artem Polyvyanyy
An Ontology-Based Service Discovery Approach for the Provisioning of Product-Service Bundles   [postprint]
Proceedings of the 16th European Conference on Information Systems (ECIS)
Galway, Ireland, June, 2008, pp. 1965-1977.

REFEREED WORKSHOP AND FORUM PAPERS

Thakshila Imiya Mohottige, Artem Polyvyanyy, Rajkumar Buyya, Colin J. Fidge, Alistair Barros
Service Colonies: A Novel Architectural Style for Developing Software Systems with Autonomous and Cooperative Services   [postprint]
2030 Software Engineering Workshop co-located with FSE 2024
Porto de Galinhas, Brazil, July 15–16, 2024. CoRR, abs/2407.07267, arXiv.

Wenjun Zhou, Artem Polyvyanyy, and James Bailey
Event Data and Process Model Forecasting   [postprint]
Proceedings of the Forum of the 36th Int. Conference on Advanced Information Systems Engineering (CAiSE Forum)
Limassol, Cyprus, June 3–7, 2024. LNBIP 520, pp. 3–10, Springer.

Zihang Su, Artem Polyvyanyy, Nir Lipovetzky, Sebastian Sardina, and Nick van Beest
GRACE: A Simulator for Continuous Goal Recognition over Changing Environments  [postprint]
IJCAI 2022 International Workshop on Process Management in the AI era (PMAI)
Vienna, Austria, July 23, 2022.

Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, and Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems   [postprint]
EMISA Forum, 40(1): 15-16, 2020.

Volodymyr Leno, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, and Artem Polyvyanyy  (best paper award)
Automated Discovery of Data Transformations for Robotic Process Automation  [postprint]
IAAA-2020 Workshop on Intelligent Process Automation (IPA)
New York, USA, February 7, 2020. CoRR abs/2001.01007.

Jan Martijn E. M. van der Werf and Artem Polyvyanyy
An Assignment on Information System Modeling: On Teaching Data and Process Integration   [postprint]
Proceedings of Business Process Management Workshops (Education Symposium)
Sydney, Australia, September 9–14, 2018. LNBIP 342, pp. 553–566, Springer, Cham.

Abel Armas-Cervantes, Marlon Dumas, Luciano García-Bañuelos, and Artem Polyvyanyy
On the Suitability of Generalized Behavioral Profiles for Process Model Comparison   [postprint]
Proceedings of the 11th International Workshop on Web Services and Formal Methods (WS-FM)
Eindhoven, The Netherlands, September 11-12, 2014. LNCS 9421, pp. 13-28, Springer International Publishing, 2016.

Artem Polyvyanyy and Matthias Weidlich
Towards a Compendium of Process Technologies: The jBPT Library for Process Model Analysis   [postprint]
Proceedings of the Forum of the 25th Int. Conference on Advanced Information Systems Engineering (CAiSE Forum)
Valencia, Spain, June 17-21, 2013. CEUR Workshop Proceedings 998, pp. 106-113, CEUR-WS.org.

Andreas Meyer, Artem Polyvyanyy, and Mathias Weske
Weak Conformance of Process Models with respect to Data Objects   [postprint]
Proceedings of the 4th Central-European Workshop on Services and their Composition (ZEUS)
Bamberg, Germany, February 23-24, 2012. CEUR Workshop Proceedings 847, pp. 74-80, CEUR-WS.org.

Artem Polyvyanyy, Jussi Vanhatalo, and Hagen Völzer
Simplified Computation and Generalization of the Refined Process Structure Tree   [postprint]   [techrep]
Proceedings of the 7th International Workshop on Web Services and Formal Methods (WS-FM)
Hoboken, New Jersey, USA, September 16-17, 2010. LNCS 6551, pp. 25-41, Springer Berlin Heidelberg.

Marlon Dumas, Luciano García-Bañuelos, and Artem Polyvyanyy
Unraveling Unstructured Process Models   [postprint]   (invited paper)
Proceedings of the 2nd International Workshop on BPMN (BPMN)
Potsdam, Germany, October 13-14, 2010. LNBIP 67, pp. 1-7, Springer Berlin Heidelberg.

Felix Elliger, Artem Polyvyanyy, and Mathias Weske
On Separation of Concurrency and Conflicts in Acyclic Process Models   [postprint]
Proceedings of the 4th International Workshop on Enterprise Modelling and Information Systems Architectures (EMISA)
Karlsruhe, Germany, October 7-8, 2010. LNI 172, pp. 25-36, Gesellschaft für Informatik e.V.

Artem Polyvyanyy  (best presentation award)
Structural Abstraction of Process Specifications   [postprint]
Proceedings of the 2nd Central-European Workshop on Services and their Composition (ZEUS)
Berlin, Germany, February 25-26, 2010. CEUR Workshop Proceedings 563, pp. 73-79, CEUR-WS.org.

Artem Polyvyanyy, Sergey Smirnov, and Mathias Weske
Reducing Complexity of Large EPCs   [postprint]   [techrep]
Proceedings of the Modellierung betrieblicher Informationssyteme (MobIS): Geschäftsprozessmanagement mit EPK
Saarbrücken, Germany, November 27-28, 2008. LNI 141, pp. 195-207, Gesellschaft für Informatik e.V.

Artem Polyvyanyy and Mathias Weske
Hypergraph-Based Modeling of Ad-Hoc Business Processes   [postprint]
Proceedings of the 1st Int. Workshop on Process Management for Highly Dynamic and Pervasive Scenarios (PM4HDPS)
Milan, Italy, September 1-4, 2008. LNBIP 17, pp. 278-289, Springer Berlin Heidelberg.

SCHOLARLY BOOK CHAPTERS

Marlon Dumas, Marcello La Rosa, Volodymyr Leno, Artem Polyvyanyy, and Fabrizio Maria Maggi
Robotic Process Mining  [postprint]
Process Mining Handbook.
LNBIP 448, pp. 468–491, Springer, Cham, 2022.

Artem Polyvyanyy
Process Querying: Methods, Techniques, and Applications  [postprint]
In Polyvyanyy, A. (Ed.)
Process Querying Methods.
pp. 511–524, Springer, 2022.

Artem Polyvyanyy
Process Query Language  [postprint]
In Polyvyanyy, A. (Ed.)
Process Querying Methods.
pp. 313–341, Springer, 2022.

Artem Polyvyanyy
Introduction to Process Querying  [postprint]
In Polyvyanyy, A. (Ed.)
Process Querying Methods.
pp. 1–18, Springer, 2022.

Alexander Nolte, Ross Brown, Craig Anslow, Moritz Wiechers, Artem Polyvyanyy, and Thomas Herrmann
Collaborative Business Process Modeling in Multi-surface Environments  [postprint]
In Anslow, C., Campos, P., and Jorge, J. (Eds.)
Collaboration Meets Interactive Spaces.
pp. 259–286, Springer International Publishing, 2016.

Artem Polyvyanyy, Sergey Smirnov, and Mathias Weske
Business Process Model Abstraction
In vom Brocke, J. and Rosemann, M. (Eds.)
International Handbooks on Information Systems. Handbook on Business Process Management 1 (2nd Ed).
pp. 147–165, Springer Berlin Heidelberg, 2015.

Artem Polyvyanyy and Christoph Bussler
The Structured Phase of Concurrency   [postprint]
In Bubenko, J., Krogstie, J., Pastor, O., Pernici, B., Rolland, C., and Sølvberg, A. (Eds.)
Seminal Contributions to Information Systems Engineering. 25 Years of CAiSE.
pp. 257–263, Springer Berlin Heidelberg, 2013.

Artem Polyvyanyy and Mathias Weske
Flexible Service Systems  [postprint]
In Demirkan, H., Spohrer, J.C., and Krishna, V. (Eds.)
Service Science: Research and Innovations in the Service Economy. The Science of Service Systems.
pp. 73–90, Springer US, 2011.

Artem Polyvyanyy, Sergey Smirnov, and Mathias Weske
Business Process Model Abstraction  [postprint]
In vom Brocke, J. and Rosemann, M. (Eds.)
International Handbooks on Information Systems. Handbook on Business Process Management 1.
pp. 149–166, Springer Berlin Heidelberg, 2010.

REFEREED DEMONSTRATION PAPERS

Zahra Dasht Bozorgi, Aleksei Kopolov, Marlon Dumas, Marcello La Rosa, and Artem Polyvyanyy
ProLift: Automated Discovery of Causal Treatment Rules From Event Logs  [postprint]
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track co-located with the 4th International Conference on Process Mining
Bolzano, Italy, October 23–28, 2022. CEUR Workshop Proceedings vol. 3299, pp. 108–112, CEUR-WS.org.

Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano García-Bañuelos, Anna Kalenkova, Sander J.J. Leemans, Jan Mendling, Alistair Moffat, and Matthias Weidlich
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining  [postprint]
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track co-located with the 2nd International Conference on Process Mining
Padua, Italy, October 4–9, 2020. CEUR Workshop Proceedings vol. 2703, pp. 39–42, CEUR-WS.org.

Anton Yeshchenko, Jan Mendling, Claudio Di Ciccio, and Artem Polyvyanyy
VDD: A Visual Drift Detection System for Process Mining  [postprint]
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track co-located with the 2nd International Conference on Process Mining
Padua, Italy, October 4–9, 2020. CEUR Workshop Proceedings vol. 2703, pp. 31–34, CEUR-WS.org.

Volodymyr Leno, Stanislav Deviatykh , Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, and Fabrizio Maria Maggi  (best paper award)
Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs  [postprint]
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 co-located with the 18th International Conference on Business Process Management (BPM 2020)
Sevilla, Spain, September 13–18, 2020. CEUR Workshop Proceedings vol. 2673, pp. 102–106, CEUR-WS.org.

Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, and Artem Polyvyanyy
Comprehensive Process Drift Analysis with the Visual Drift Detection Tool  [postprint]  [tool]  [screencast]
Proceedings of the ER Demo Session of the 38th International Conference on Conceptual Modeling (ER Demos 2019)
Salvador, Bahia, Brazil, November 4–7, 2019. CEUR Workshop Proceedings vol. 2469, pp. 108–112, CEUR-WS.org.

Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, and Fabrizio Maria Maggi
Action Logger: Enabling Process Mining for Robotic Process Automation  [postprint]  [tool]  [screencast]
Proceedings of the BPM Demo Track of the 17th International Conference on Business Process Management (BPM Demos 2019)
Vienna, Austria, September 1–6, 2019. CEUR Workshop Proceedings vol. 2420, pp. 124–128, CEUR-WS.org.

Artem Polyvyanyy, Luigi Corno, Raffaele Conforti, Simon Raboczi, Marcello La Rosa, and Giancarlo Fortino
Process Querying in Apromore   [postprint]  [tool]  [screencast]
Proceedings of the BPM Demo Session of the 13th International Conference on Business Process Management (BPM Demos 2015)
Innsbruck, Austria, September 2, 2015. CEUR Workshop Proceedings 1418, pp. 105-109, CEUR-WS.org.

REFERENCE WORKS

Artem Polyvyanyy
Business Process Querying   [postprint]
Encyclopedia of Big Data Technologies (2nd ed.)
Springer International Publishing AG, 2020. (in press)

Artem Polyvyanyy
Business Process Querying   [postprint]
In: Sakr S., Zomaya A. (eds) Encyclopedia of Big Data Technologies
Springer International Publishing AG, 2018.

EXTENDED ABSTRACTS

Artem Polyvyanyy
Artificial Intelligence Meets Business Process Management: Challenges, Opportunities, and Applications
[postprint]  [video]
Keynote at the 4th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM)
Business Process Management Workshops – BPM 2020 International Workshops
Sevilla, Spain, September 13–18, 2020. LNBIP 397, Springer, 2020

Artem Polyvyanyy and Jan Martijn E. M. van der Werf
Information Systems Modeling: Playing with the Interplay Between Data and Processes   [postprint]  [video]
Tutorial at the 18th International Conference on Business Process Management (BPM)
Business Process Management – 18th International Conference
Sevilla, Spain, September 13–18, 2020. LNCS 12168, Springer, 2020.

Henrik Leopold, Jan Mendling, and Artem Polyvyanyy
Supporting Process Model Validation through Natural Language Generation   [postprint]
Software Engineering 2016, Fachtagung des GI-Fachbereichs Softwaretechnik (SE)
Vienna, Austria, February 23–26, 2016. LNI P-252, pp. 71–72, GI.

MONOGRAPHS

Artem Polyvyanyy
Structuring Process Models  [abstract]
University of Potsdam, Potsdam, Germany, January, 2012.

TECHNICAL REPORTS

Artem Polyvyanyy, Arthur H.M. ter Hofstede, Marcello La Rosa, and Chun Ouyang
Process Query Language: Design, Implementation and Evaluation
Work in progress, May, 2015.

Artem Polyvyanyy
Parsing Behavior: The Hierarchical Nature of Concurrent Systems
Proceedings of the 5th Ph.D. Retreat of the HPI Research School on Service-oriented Systems Engineering, October, 2010.

Matthias Weidlich, Artem Polyvyanyy, Jan Mendling, and Mathias Weske
Efficient Computation of Causal Behavioural Profiles Using Structural Decomposition
BPT Technical Report 10, Hasso-Plattner-Institute, University of Potsdam, Potsdam, Germany, 2010.

Artem Polyvyanyy and Dominik Kuropka
A Quantitative Evaluation of the Enhanced Topic-Based Vector Space Model
Hasso-Plattner-Institute, Technical Report No. 19, 2007. ISBN 978-3-939469-95-7, ISSN 1613-5652.