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Artem Polyvyanyy · Study
Home
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Author
Artem Polyvyanyy
47 works
· latest 2024
· 3 institutions
cluster: provisional
ORCID 0000-0002-7672-1643
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47
Citations
2,580
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Most cited in this library
Split miner: automated discovery of accurate and simple business process models from event logs
2018 · 230 citations
Structuring Acyclic Process Models
2010 · 183 citations
Process compliance analysis based on behavioural profiles
2011 · 113 citations
Simplified Computation and Generalization of the Refined Process Structure Tree
2011 · 112 citations
Process querying: Enabling business intelligence through query-based process analytics
2017 · 104 citations
Works
47 shown
Large Process Models: A Vision for Business Process Management in the Age of Generative AI
Künstliche Intell.
·
2024
·
12 authors
·
Open access
66
citations
Prescriptive process monitoring based on causal effect estimation
Information Systems
·
2023
·
5 authors
29
citations
Stochastic-aware precision and recall measures for conformance checking in process mining
Information Systems
·
2023
·
2 authors
24
citations
Process model forecasting and change exploration using time series analysis of event sequence data
Data & Knowledge Engineering
·
2023
·
5 authors
·
Open access
22
citations
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
Lecture notes in computer science
·
2023
·
6 authors
·
other
·
Open access
27
citations
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data
Lecture notes in computer science
·
2023
·
4 authors
·
other
·
Open access
19
citations
Robotic Process Mining
Lecture notes in business information processing
·
2022
·
5 authors
·
chapter
·
Open access
24
citations
Process Querying Methods
Springer eBooks
·
2022
·
1 author
·
book
·
Open access
20
citations
Entropic relevance: A mechanism for measuring stochastic process models discovered from event data
Information Systems
·
2021
·
4 authors
30
citations
Stochastic process mining: Earth movers’ stochastic conformance
Information Systems
·
2021
·
4 authors
·
Open access
93
citations
Visual Drift Detection for Event Sequence Data of Business Processes
IEEE Transactions on Visualization and Computer Graphics
·
2021
·
3 authors
·
Open access
63
citations
Agent System Mining: Vision, Benefits, and Challenges
IEEE Access
·
2021
·
3 authors
·
Open access
34
citations
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs
International Conference on Process Mining (ICPM)
·
2020
·
5 authors
·
other
·
Open access
68
citations
An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining
International Conference on Process Mining (ICPM)
·
2020
·
3 authors
·
other
·
Open access
35
citations
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems
ACM Transactions on Software Engineering and Methodology
·
2020
·
5 authors
·
Open access
66
citations
Stochastic-Aware Conformance Checking: An Entropy-Based Approach
Lecture notes in computer science
·
2020
·
2 authors
·
other
·
Open access
43
citations
Automated discovery of declarative process models with correlated data conditions
Information Systems
·
2019
·
5 authors
·
Open access
35
citations
Action Logger: Enabling Process Mining for Robotic Process Automation
Minerva Access (University of Melbourne)
·
2019
·
5 authors
·
other
·
Open access
24
citations
Monotone Conformance Checking for Partially Matching Designed and Observed Processes
International Conference on Process Mining (ICPM)
·
2019
·
2 authors
·
other
·
Open access
20
citations
Comprehensive process drift analysis with the visual drift detection tool
IRIS Research product catalog (Sapienza University of Rome)
·
2019
·
4 authors
·
other
·
Open access
51
citations
Split miner: automated discovery of accurate and simple business process models from event logs
Knowledge and Information Systems
·
2018
·
5 authors
·
Open access
230
citations
Process Forecasting: Towards Proactive Business Process Management
Lecture notes in computer science
·
2018
·
5 authors
·
other
·
Open access
47
citations
Process querying: Enabling business intelligence through query-based process analytics
Decision Support Systems
·
2017
·
4 authors
·
Open access
104
citations
Impact-Driven Process Model Repair
ACM Transactions on Software Engineering and Methodology
·
2016
·
4 authors
·
Open access
80
citations
On the expressive power of behavioral profiles
Formal Aspects of Computing
·
2016
·
4 authors
·
Open access
34
citations
Supporting Process Model Validation through Natural Language Generation
IEEE Transactions on Software Engineering
·
2014
·
3 authors
·
Open access
102
citations
Business Process Model Abstraction
Springer eBooks
·
2014
·
2 authors
·
chapter
·
Open access
34
citations
The 4C Spectrum of Fundamental Behavioral Relations for Concurrent Systems
Lecture notes in computer science
·
2014
·
5 authors
·
other
·
Open access
51
citations
Towards a Compendium of Process Technologies - The jBPT Library for Process Model Analysis
QUT ePrints (Queensland University of Technology)
·
2013
·
2 authors
·
other
·
Open access
23
citations
APQL: A Process-Model Query Language
Lecture notes in business information processing
·
2013
·
6 authors
·
other
·
Open access
38
citations
Maximal Structuring of Acyclic Process Models
The Computer Journal
·
2012
·
4 authors
·
Open access
42
citations
Structuring process models
Science & Engineering Faculty
·
2012
·
1 author
25
citations
Generating Natural Language Texts from Business Process Models
Notes on numerical fluid mechanics and multidisciplinary design
·
2012
·
3 authors
·
other
·
Open access
64
citations
Isotactics as a Foundation for Alignment and Abstraction of Behavioral Models
Lecture notes in computer science
·
2012
·
3 authors
·
other
·
Open access
19
citations
Process compliance analysis based on behavioural profiles
Information Systems
·
2011
·
5 authors
·
Open access
113
citations
Simplified Computation and Generalization of the Refined Process Structure Tree
Lecture notes in computer science
·
2011
·
3 authors
·
other
·
Open access
112
citations
Causal Behavioural Profiles – Efficient Computation, Applications, and Evaluation
Fundamenta Informaticae
·
2011
·
4 authors
·
Open access
61
citations
Structuring Acyclic Process Models
Lecture notes in computer science
·
2010
·
3 authors
·
other
·
Open access
183
citations
Business Process Model Abstraction
Springer eBooks
·
2010
·
2 authors
·
chapter
·
Open access
48
citations
Process Compliance Measurement Based on Behavioural Profiles
Lecture notes in computer science
·
2010
·
4 authors
·
other
·
Open access
40
citations
Efficient Computation of Causal Behavioural Profiles Using Structural Decomposition
Lecture notes in computer science
·
2010
·
4 authors
·
other
·
Open access
36
citations
Unraveling Unstructured Process Models
Lecture notes in business information processing
·
2010
·
3 authors
·
other
·
Open access
30
citations
On application of structural decomposition for process model abstraction
Minerva Access (University of Melbourne)
·
2009
·
2 authors
·
other
·
Open access
30
citations
The Triconnected Abstraction of Process Models
Lecture notes in computer science
·
2009
·
2 authors
·
other
·
Open access
57
citations
Semantic Querying of Business Process Models
IEEE International Enterprise Distributed Object Computing Conference (EDOC)
·
2008
·
3 authors
·
other
·
Open access
84
citations
Process Model Abstraction: A Slider Approach
IEEE International Enterprise Distributed Object Computing Conference (EDOC)
·
2008
·
2 authors
·
other
·
Open access
77
citations
Reducing Complexity of Large EPCs
Zenodo (CERN European Organization for Nuclear Research)
·
2008
·
2 authors
·
other
·
Open access
23
citations