Artem Polyvyanyy

University of Melbourne — Australia

Business, Management and Accounting · Social Sciences

29h-index2.6kcitations190works2.42yr avg
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Research Topics

Business Process Modeling and Analysis(151), Service-Oriented Architecture and Web Services(100), Semantic Web and Ontologies(34), Software System Performance and Reliability(20), Petri Nets in System Modeling(18)

Publications190 total

A Digital Twin Framework for Bioprocess Development Using IoT Sensor Data
Internet of things·2026
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data
Information Systems·2025
Generalization estimation in process mining: the impact of event data quality
Process Science·2025Open Access
Discovering Stochastic Causal Nets
2025
Actor-Enriched Time Series Forecasting of Process Performance
arXiv (Cornell University)·2025Open Access
Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models
Lecture notes in computer science·2025· 1 cited
Multi-Objective Metaheuristics for Effective and Efficient Stochastic Process Discovery
Lecture notes in computer science·2025
Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models
arXiv (Cornell University)·2025Open Access
Mind the Gap: A Formal Investigation of the Relationship Between Log and Model Complexity -- Extended Version
arXiv (Cornell University)·2025Open Access
Generalization Estimation in Process Mining: The Impact of Event Data Quality
2025Open Access
Reengineering software systems into microservices: State-of-the-art and future directions
Information and Software Technology·2025· 3 citedOpen Access
Process mining over sensor data: Goal recognition for powered transhumeral prostheses
Information Systems·2025· 1 cited
Process mining for healthcare: the full checkup
Edward Elgar Publishing eBooks·2025· 1 cited
Process Model Forecasting Using Deep Temporal Learning
Lecture notes in computer science·2025
The Jensen-Shannon Distance for Stochastic Conformance Checking
Lecture notes in business information processing·2025· 4 citedOpen Access
Federated Stochastic Process Discovery Using Grammatical Inference
Lecture notes in computer science·2025· 1 cited
The Effects of Log Noise in Process Mining
IEEE Access·2025· 1 citedOpen Access
Sharing Pearls, Not Pebbles: Privacy-Preserving Federated Stochastic Process Discovery via Partial Model Disclosure
SSRN Electronic Journal·2025Open Access
Method-Level Syntactic and Semantic Clustering for Microservice Discovery in Legacy Enterprise Systems
IEEE Access·2025Open Access
Correction: Large Process Models: A Vision for Business Process Management in the Age of Generative AI
KI - Künstliche Intelligenz·2024· 10 citedOpen Access
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Frequent Co-authors

Marlon Dumas(13), Marcello La Rosa(12), Mathias Weske(9), Jan Mendling(7), Volodymyr Leno(6), Sergey Smirnov(6), Matthias Weidlich(6), Luciano García‐Bañuelos(6), Fabrizio Maria Maggi(5), Arthur H. M. ter Hofstede(4), Adriano Augusto(3), Alistair Barros(3), Wil M. P. van der Aalst(3), Sander J. J. Leemans(3), Zahra Dasht Bozorgi(3), Irene Teinemaa(3), Raffaele Conforti(2), Chun Ouyang(2), Henrik Leopold(2), Moe Thandar Wynn(2)