Artem Polyvyanyy

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 88

Top Venues

University of Potsdam (PHD)

Education History

University of Potsdam

PHD

Publications

Jan Martijn E. M. van der Werf, Andrey Rivkin, Marco Montali, Artem Polyvyanyy
Correctness Notions for Petri Nets with Identifiers. Fundam. Informaticae 190 (2-4) (2024)
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
Process model forecasting and change exploration using time series analysis of event sequence data. Data Knowl. Eng. 145 (2023)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Prescriptive process monitoring based on causal effect estimation. Inf. Syst. 116 (2023)
Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CoRR (2023)
Hanan Alkhammash, Artem Polyvyanyy, Alistair Moffat
Stochastic Directly-Follows Process Discovery Using Grammatical Inference. CoRR (2023)
Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CAiSE (2023)
Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis, Hajo A. Reijers
All that glitters is not gold: Four maturity stages of process discovery algorithms. Inf. Syst. 114 (2023)
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. CoRR (2023)
Wenjun Zhou, Artem Polyvyanyy, James Bailey
PELP: Pioneer Event Log Prediction Using Sequence-to-Sequence Neural Networks. CoRR (2023)
Daniël Barenholz, Marco Montali, Artem Polyvyanyy, Hajo A. Reijers, Andrey Rivkin, Jan Martijn E. M. van der Werf
There and Back Again - On the Reconstructability and Rediscoverability of Typed Jackson Nets. Petri Nets (2023)
Sander J. J. Leemans, James M. McGree, Artem Polyvyanyy, Arthur H. M. ter Hofstede
Statistical Tests and Association Measures for Business Processes. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Daniël Barenholz, Marco Montali, Artem Polyvyanyy, Hajo A. Reijers, Andrey Rivkin, Jan Martijn E. M. van der Werf
On the Reconstructability and Rediscoverability of Typed Jackson Nets (Extended Version). CoRR (2023)
Zihang Su, Artem Polyvyanyy, Nir Lipovetzky, Sebastian Sardiña, Nick van Beest
Fast and accurate data-driven goal recognition using process mining techniques. Artif. Intell. 323 (2023)
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. ICPM (2023)
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, Matthias Weidlich
Large Process Models: Business Process Management in the Age of Generative AI. CoRR (2023)
Andrei Tour, Artem Polyvyanyy, Anna A. Kalenkova, Arik Senderovich
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data. BPM (2023)
Sander J. J. Leemans, Artem Polyvyanyy
Stochastic-aware precision and recall measures for conformance checking in process mining. Inf. Syst. 115 (2023)
Artem Polyvyanyy, Anna A. Kalenkova
Conformance checking of partially matching processes: An entropy-based approach. Inf. Syst. 106 (2022)
Zihang Su, Artem Polyvyanyy, Nir Lipovetzky, Sebastian Sardiña, Nick van Beest
GRACE: A Simulator for Continuous Goal Recognition over Changing Environments. PMAI@IJCAI (2022)
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, Artem Polyvyanyy
Visual Drift Detection for Event Sequence Data of Business Processes. IEEE Trans. Vis. Comput. Graph. 28 (8) (2022)
Andrei Tour, Artem Polyvyanyy, Anna A. Kalenkova, Arik Senderovich
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data. CoRR (2022)
Hanan Alkhammash, Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Entropic relevance: A mechanism for measuring stochastic process models discovered from event data. Inf. Syst. 107 (2022)
Zahra Dasht Bozorgi, Aleksei Kopolov, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Jan Martijn E. M. van der Werf, Andrey Rivkin, Artem Polyvyanyy, Marco Montali
Data and Process Resonance - Identifier Soundness for Models of Information Systems. Petri Nets (2022)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Discovering data transfer routines from user interaction logs. Inf. Syst. 107 (2022)
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Bootstrapping Generalization of Process Models Discovered from Event Data. CAiSE (2022)
Jan Martijn E. M. van der Werf, Andrey Rivkin, Marco Montali, Artem Polyvyanyy
Correctness Notions for Petri Nets with Identifiers. CoRR (2022)
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
Process Model Forecasting Using Time Series Analysis of Event Sequence Data. ER (2021)
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy, Jochen De Weerdt, Jan Mendling
Process Model Forecasting Using Time Series Analysis of Event Sequence Data. CoRR (2021)
Anna A. Kalenkova, Artem Polyvyanyy, Marcello La Rosa
Structural and Behavioral Biases in Process Comparison Using Models and Logs. ER (2021)
Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu Brinkhuis, Hajo A. Reijers
All that Glitters Is Not Gold - Towards Process Discovery Techniques with Guarantees. CAiSE (2021)
Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin J. Fidge, Artem Polyvyanyy
Microservice Remodularisation of Monolithic Enterprise Systems for Embedding in Industrial IoT Networks. CAiSE (2021)
Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory. CoRR (2021)
Claudio Di Ciccio, Søren Debois, Artem Polyvyanyy, Tijs Slaats, Arthur H. M. ter Hofstede, Jan Vanthienen
Preface to the Special Issue on Process Querying and Declarative, Decision and Hybrid Approaches to Processes 2019. J. Data Semant. 10 (1-2) (2021)
Andrei Tour, Artem Polyvyanyy, Anna A. Kalenkova
Agent System Mining: Vision, Benefits, and Challenges. IEEE Access 9 (2021)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Discovering executable routine specifications from user interaction logs. CoRR (2021)
Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
Automated Repair of Process Models with Non-local Constraints Using State-Based Region Theory. Fundam. Informaticae 183 (3-4) (2021)
Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Robotic Process Mining: Vision and Challenges. Bus. Inf. Syst. Eng. 63 (3) (2021)
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Bootstrapping Generalization of Process Models Discovered From Event Data. CoRR (2021)
Sander J. J. Leemans, Wil M. P. van der Aalst, Tobias Brockhoff, Artem Polyvyanyy
Stochastic process mining: Earth movers' stochastic conformance. Inf. Syst. 102 (2021)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. ICPM (2021)
Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa, Artem Polyvyanyy
Automated discovery of declarative process models with correlated data conditions. Inf. Syst. 89 (2020)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Identifying candidate routines for Robotic Process Automation from unsegmented UI logs. CoRR (2020)
Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems. ACM Trans. Softw. Eng. Methodol. 29 (3) (2020)
Volodymyr Leno, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Automated Discovery of Data Transformations for Robotic Process Automation. CoRR (2020)
Anna A. Kalenkova, Artem Polyvyanyy
A Spectrum of Entropy-Based Precision and Recall Measurements Between Partially Matching Designed and Observed Processes. ICSOC (2020)
Anna A. Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
Automated Repair of Process Models Using Non-local Constraints. Petri Nets (2020)
Anna A. Kalenkova, Artem Polyvyanyy, Marcello La Rosa
A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics. BPM (2020)
Jan Martijn E. M. van der Werf, Artem Polyvyanyy
The Information Systems Modeling Suite - Modeling the Interplay Between Information and Processes. Petri Nets (2020)
Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu Brinkhuis, Hajo A. Reijers
All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees. CoRR (2020)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. ICPM (2020)
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining. CoRR (2020)
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, Artem Polyvyanyy
Visual Drift Detection for Event Sequence Data of Business Processes. CoRR (2020)
Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano García-Bañuelos, Anna A. Kalenkova, Sander J. J. Leemans, Jan Mendling, Alistair Moffat, Matthias Weidlich
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining. ICPM Doctoral Consortium / Tools (2020)
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Artem Polyvyanyy
Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs. ICPM (2020)
Artem Polyvyanyy, Anastasiia Pika, Arthur H. M. ter Hofstede
Scenario-based process querying for compliance, reuse, and standardization. Inf. Syst. 93 (2020)
Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano García-Bañuelos, Anna A. Kalenkova, Sander J. J. Leemans, Jan Mendling, Alistair Moffat, Matthias Weidlich
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining. CoRR (2020)
Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin J. Fidge, Artem Polyvyanyy
Remodularization Analysis for Microservice Discovery Using Syntactic and Semantic Clustering. CAiSE (2020)
Sander J. J. Leemans, Artem Polyvyanyy
Stochastic-Aware Conformance Checking: An Entropy-Based Approach. CAiSE (2020)
Anton Yeshchenko, Jan Mendling, Claudio Di Ciccio, Artem Polyvyanyy
VDD: A Visual Drift Detection System for Process Mining. ICPM Doctoral Consortium / Tools (2020)
Volodymyr Leno, Stanislav Deviatykh, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs. BPM (PhD/Demos) (2020)
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining. ICPM (2020)
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. CoRR (2020)
Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems. EMISA Forum 40 (1) (2020)
Artem Polyvyanyy, Zihang Su, Nir Lipovetzky, Sebastian Sardiña
Goal Recognition Using Off-The-Shelf Process Mining Techniques. AAMAS (2020)
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, Artem Polyvyanyy
Comprehensive Process Drift Detection with Visual Analytics. ER (2019)
Artem Polyvyanyy, Jan Martijn E. M. van der Werf, Sietse Overbeek, Rick Brouwers
Information Systems Modeling: Language, Verification, and Tool Support. CAiSE (2019)
Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi
Action Logger: Enabling Process Mining for Robotic Process Automation. BPM (PhD/Demos) (2019)
Adriano Augusto, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
Split miner: automated discovery of accurate and simple business process models from event logs. Knowl. Inf. Syst. 59 (2) (2019)
Artem Polyvyanyy, Anna A. Kalenkova
Monotone Conformance Checking for Partially Matching Designed and Observed Processes. ICPM (2019)
Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin J. Fidge, Artem Polyvyanyy
Business Object Centric Microservices Patterns. OTM Conferences (2019)
Artem Polyvyanyy, Arthur H. M. ter Hofstede, Marcello La Rosa, Chun Ouyang, Anastasiia Pika
Process Query Language: Design, Implementation, and Evaluation. CoRR (2019)
Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin J. Fidge, Artem Polyvyanyy
Availability and Scalability Optimized Microservice Discovery from Enterprise Systems. OTM Conferences (2019)
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, Artem Polyvyanyy
Comprehensive Process Drift Analysis with the Visual Drift Detection Tool. ER Forum/Posters/Demos (2019)
Anton Yeshchenko, Claudio Di Ciccio, Jan Mendling, Artem Polyvyanyy
Comprehensive Process Drift Detection with Visual Analytics. CoRR (2019)
Artem Polyvyanyy, Jan Sürmeli, Matthias Weidlich
Interleaving isotactics - An equivalence notion on behaviour abstractions. Theor. Comput. Sci. 737 (2018)
Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Colin J. Fidge, Artem Polyvyanyy
Discovering Microservices in Enterprise Systems Using a Business Object Containment Heuristic. OTM Conferences (2) (2018)
Jan Martijn E. M. van der Werf, Artem Polyvyanyy
An Assignment on Information System Modeling - On Teaching Data and Process Integration. Business Process Management Workshops (2018)
Rouven Poll, Artem Polyvyanyy, Michael Rosemann, Maximilian Röglinger, Lea Rupprecht
Process Forecasting: Towards Proactive Business Process Management. BPM (2018)
Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems. CoRR (2018)
Adambarage Anuruddha Chathuranga De Alwis, Alistair Barros, Artem Polyvyanyy, Colin J. Fidge
Function-Splitting Heuristics for Discovery of Microservices in Enterprise Systems. ICSOC (2018)
Artem Polyvyanyy, Chun Ouyang, Alistair Barros, Wil M. P. van der Aalst
Process querying: Enabling business intelligence through query-based process analytics. Decis. Support Syst. 100 (2017)
Artem Polyvyanyy, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede, Moe Thandar Wynn
Impact-Driven Process Model Repair. ACM Trans. Softw. Eng. Methodol. 25 (4) (2017)
Henrik Leopold, Jan Mendling, Artem Polyvyanyy
Supporting Process Model Validation through Natural Language Generation. Software Engineering (2016)
Artem Polyvyanyy, Abel Armas-Cervantes, Marlon Dumas, Luciano García-Bañuelos
On the expressive power of behavioral profiles. Formal Aspects Comput. 28 (4) (2016)
Artem Polyvyanyy, Luigi Corno, Raffaele Conforti, Simon Raboczi, Marcello La Rosa, Giancarlo Fortino
Process Querying in Apromore. BPM (Demos) (2015)
Artem Polyvyanyy, Marcello La Rosa, Chun Ouyang, Arthur H. M. ter Hofstede
Untanglings: a novel approach to analyzing concurrent systems. Formal Aspects Comput. 27 (5-6) (2015)
Abel Armas-Cervantes, Marlon Dumas, Luciano García-Bañuelos, Artem Polyvyanyy
On the Suitability of Generalized Behavioral Profiles for Process Model Comparison. WS-FM (2015)
Artem Polyvyanyy, Luciano García-Bañuelos, Dirk Fahland, Mathias Weske
Maximal Structuring of Acyclic Process Models. Comput. J. 57 (1) (2014)
Artem Polyvyanyy, Matthias Weidlich, Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede
The 4C Spectrum of Fundamental Behavioral Relations for Concurrent Systems. Petri Nets (2014)
Henrik Leopold, Jan Mendling, Artem Polyvyanyy
Supporting Process Model Validation through Natural Language Generation. IEEE Trans. Software Eng. 40 (8) (2014)
Artem Polyvyanyy, Marcello La Rosa, Arthur H. M. ter Hofstede
Indexing and Efficient Instance-Based Retrieval of Process Models Using Untanglings. CAiSE (2014)
Arthur H. M. ter Hofstede, Chun Ouyang, Marcello La Rosa, Liang Song, Jianmin Wang, Artem Polyvyanyy
APQL: A Process-Model Query Language. AP-BPM (2013)
Artem Polyvyanyy, Matthias Weidlich
Towards a Compendium of Process Technologies - The jBPT Library for Process Model Analysis. CAiSE Forum (2013)
Artem Polyvyanyy, Matthias Weidlich, Mathias Weske
Isotactics as a Foundation for Alignment and Abstraction of Behavioral Models. BPM (2012)
Henrik Leopold, Jan Mendling, Artem Polyvyanyy
Generating Natural Language Texts from Business Process Models. CAiSE (2012)
Artem Polyvyanyy, Luciano García-Bañuelos, Marlon Dumas
Structuring acyclic process models. Inf. Syst. 37 (6) (2012)
Yong Yang, Marlon Dumas, Luciano García-Bañuelos, Artem Polyvyanyy, Liang Zhang
Generalized aggregate Quality of Service computation for composite services. J. Syst. Softw. 85 (8) (2012)
Andreas Meyer, Artem Polyvyanyy, Mathias Weske
Weak Conformance of Process Models with respect to Data Objects. ZEUS (2012)
Artem Polyvyanyy, Matthias Weidlich, Mathias Weske
Connectivity of workflow nets: the foundations of stepwise verification. Acta Informatica 48 (4) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Artem Polyvyanyy