Prof Artem Polyvyanyy
Professor
School of Computing and Information Systems
170 Scholarly works
6 Projects
HIGHLIGHTS
2023
Research contracts (non-grants)
Journey-to-Process Analytics With Agent System Mining
2022
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Digital Bioprocess Development
2021
Journal article
Conformance checking of partially matching processes: An entropy-based approach
DOI: 10.1016/j.is.2021.1017202020
Journal article
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems
DOI: 10.1145/33879092018
Research Grant
Diagnosis and Prediction of Business Process Deviances
2018
Report
Behavioural Quotients for Precision and Recall in Process Mining
2016
Journal article
Impact-Driven Process Model Repair
DOI: 10.1145/2980764
RECENT SCHOLARLY WORKS
2026
Journal article
Applying organizational mining to discover agent systems from event data
DOI: 10.1016/j.is.2025.1026692026
Journal article
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data
DOI: 10.1016/j.is.2025.1026412026
Book Chapter
Notes of a Process Scientist: Process Discovery
DOI: 10.1007/978-3-032-17618-9_262026
Book Chapter
A Digital Twin Framework for Bioprocess Development Using IoT Sensor Data
DOI: 10.1007/978-3-031-90746-3_122026
Conference Proceedings
Multi-Objective Metaheuristics for Effective and Efficient Stochastic Process Discovery
DOI: 10.1007/978-3-032-02867-9_282025
Journal article
Correction: Large Process Models: A Vision for Business Process Management in the Age of Generative AI (KI - Künstliche Intelligenz, (2025), 39, 2, (81-95), 10.1007/s13218-024-00863-8)
DOI: 10.1007/s13218-024-00884-32025
Journal article
Generalization estimation in process mining: the impact of event data quality
DOI: 10.1007/s44311-025-00027-32025
Conference Proceedings
Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models
DOI: 10.1007/978-3-032-02867-9_12