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Artem Polyvyanyy

University of Melbourne

29H-index
191Paper Count
2.7KCitation Count
Published Papers 26
Publication Date
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Applying organizational mining to discover agent systems from event data
errInformation Systems
IF3.4
err2025-12-31
err0
PREAI
errQingtan Shen; Artem Polyvyanyy; Nir Lipovetzky; Timotheus Kampik
errShare
errSave
SOLID-M: An ontology-aware quality framework for conceptual models discovered from event data
errInformation Systems
IF3.4
err2025-11-04
err0
PREAI
errAndrei Tour; Artem Polyvyanyy; Anna Kalenkova
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errSave
Reengineering software systems into microservices: State-of-the-art and future directions
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2025-07-01
err0
errOAAI
errMohottige, Thakshila Imiya; Polyvyanyy, Artem; Fidge, Colin; Buyya, Rajkumar; Barros, Alistair
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errSave
Process mining over sensor data: Goal recognition for powered transhumeral prostheses
errenterprise information systems
IF3.4
err2025-07-01
err0
PREAI
errSu, Zihang; Yu, Tianshi; Polyvyanyy, Artem; Tan, Ying; Lipovetzky, Nir; Sardina, Sebastian; van Beest, Nick; Mohammadi, Alireza; Oetomo, Denny
errShare
errSave
The Effects of Log Noise in Process Mining
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errAnandi Karunaratne; Artem Polyvyanyy; Alistair Moffat
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errSave
Process Query Language: Design, Implementation, and Evaluation
errenterprise information systems
IF3.4
err2024-05-01
err1
errOAAI
errPolyvyanyy, Artem; ter Hofstede, Arthur H. M.; La Rosa, Marcello; Ouyang, Chun; Pika, Anastasiia
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errSave
Fast and accurate data-driven goal recognition using process mining techniques
errartificial intelligence review
IF4.6
err2023-10-01
err2
errOAAI
errSu, Zihang; Polyvyanyy, Artem; Lipovetzky, Nir; Sardina, Sebastian; van Beest, Nick
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errSave
Prescriptive process monitoring based on causal effect estimation
errenterprise information systems
IF3.4
err2023-06-01
err12
PREAI
errBozorgi, Zahra Dasht; Teinemaa, Irene; Dumas, Marlon; La Rosa, Marcello; Polyvyanyy, Artem
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errSave
Stochastic-aware precision and recall measures for conformance checking in process mining
errenterprise information systems
IF3.4
err2023-05-01
err6
PREAI
errLeemans, Sander J. J.; Polyvyanyy, Artem
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errSave
All that glitters is not gold: Four maturity stages of process discovery algorithms
errenterprise information systems
IF3.4
err2023-03-01
err5
errOAAI
errvan der Werf, Jan Martijn E. M.; Polyvyanyy, Artem; van Wensveen, Bart R.; Brinkhuis, Matthieu; Reijers, Hajo A.
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errSave
Entropic relevance: A mechanism for measuring stochastic process models discovered from event data
errenterprise information systems
IF3.4
err2022-07-01
err8
errOAAI
errAlkhammash, Hanan; Polyvyanyy, Artem; Moffat, Alistair; Garcia-Banuelos, Luciano
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errSave
Discovering data transfer routines from user interaction logs
errenterprise information systems
IF3.4
err2022-07-01
err10
errOAAI
errLeno, Volodymyr; Augusto, Adriano; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Polyvyanyy, Artem
errShare
errSave
Conformance checking of partially matching processes: An entropy-based approach
errenterprise information systems
IF3.4
err2022-05-01
err7
PREAI
errPolyvyanyy, Artem; Kalenkova, Anna
errShare
errSave
Statistical Tests and Association Measures for Business Processes
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-01-01
err2
PREAI
errLeemans, Sander J. J.; McGree, James M.; Polyvyanyy, Artem; ter Hofstede, Arthur H. M.
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errSave
Stochastic process mining: Earth movers' stochastic conformance
errenterprise information systems
IF3.4
err2021-12-01
err47
errOAAI
errLeemans, Sander J. J.; Aalst, Wil M. P. van der; Brockhoff, Tobias; Polyvyanyy, Artem
errShare
errSave
Agent System Mining: Vision, Benefits, and Challenges
errIEEE ACCESS
IF3.6
err2021-01-01
err13
errOAAI
errTour, Andrei; Polyvyanyy, Artem; Kalenkova, Anna
errShare
errSave
Scenario-based process querying for compliance, reuse, and standardization
errenterprise information systems
IF3.4
err2020-11-01
err5
errOAAI
errPolyvyanyy, Artem; Pika, Anastasiia; ter Hofstede, Arthur H. M.
errShare
errSave
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2020-06-01
err43
errOAAI
errPolyvyanyy, Artem; Solti, Andreas; Weidlich, Matthias; Di Ciccio, Claudio; Mendling, Jan
errShare
errSave
Robotic Process Mining: Vision and Challenges
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2020-03-24
err78
errOAAI
errLeno, Volodymyr; Polyvyanyy, Artem; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria
errShare
errSave
Automated discovery of declarative process models with correlated data conditions
errenterprise information systems
IF3.4
err2020-03-01
err21
errOAAI
errLeno, Volodymyr; Dumas, Marlon; Maggi, Fabrizio Maria; La Rosa, Marcello; Polyvyanyy, Artem
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
Wil M. P. van der Aalst
H-index: 145 · Papers: 1.7K
R
Rajkumar Buyya
H-index: 140 · Papers: 1.5K
M
Marlon Dumas
H-index: 77 · Papers: 615
J
Jan Mendling
H-index: 74 · Papers: 711
A
Arthur H. M. ter Hofstede
H-index: 71 · Papers: 434
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