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- Artem Polyvyanyy
University of Melbourne, School of Computing and Information Systems, Australia
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Publication search results
found 135 matches
- 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: 103973 (2023) - 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: 102145 (2023) - Zahra Dasht Bozorgi
, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy:
Prescriptive process monitoring based on causal effect estimation. Inf. Syst. 116: 102198 (2023) - Sander J. J. Leemans
, Artem Polyvyanyy
:
Stochastic-aware precision and recall measures for conformance checking in process mining. Inf. Syst. 115: 102197 (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: 102155 (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): 7497-7511 (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: 37-58 - Andrei Tour
, Artem Polyvyanyy
, Anna A. Kalenkova
, Arik Senderovich
:
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data. BPM 2023: 284-302 - 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: 364-380 - 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 abs/2303.03572 (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 abs/2303.10039 (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 abs/2309.00900 (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 abs/2309.08106 (2023) - 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: 101922 (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: 101916 (2022) - Artem Polyvyanyy
, Anna A. Kalenkova:
Conformance checking of partially matching processes: An entropy-based approach. Inf. Syst. 106: 101720 (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): 3050-3068 (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: 369-392 - Artem Polyvyanyy
, Alistair Moffat
, Luciano García-Bañuelos
:
Bootstrapping Generalization of Process Models Discovered from Event Data. CAiSE 2022: 36-54 - 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: 108-112 - Zihang Su, Artem Polyvyanyy, Nir Lipovetzky, Sebastian Sardiña, Nick van Beest:
GRACE: A Simulator for Continuous Goal Recognition over Changing Environments. PMAI@IJCAI 2022: 37-48 - Marlon Dumas
, Marcello La Rosa, Volodymyr Leno, Artem Polyvyanyy, Fabrizio Maria Maggi:
Robotic Process Mining. Process Mining Handbook 2022: 468-491 - Artem Polyvyanyy:
Introduction to Process Querying. Process Querying Methods 2022: 1-18 - Artem Polyvyanyy:
Process Query Language. Process Querying Methods 2022: 313-341 - Artem Polyvyanyy:
Process Querying: Methods, Techniques, and Applications. Process Querying Methods 2022: 511-524 - Artem Polyvyanyy
:
Process Querying Methods. Springer 2022, ISBN 978-3-030-92874-2 [contents] - Jochen De Weerdt
, Artem Polyvyanyy
:
Intelligent Information Systems - CAiSE Forum 2022, Leuven, Belgium, June 6-10, 2022, Proceedings. Lecture Notes in Business Information Processing 452, Springer 2022, ISBN 978-3-031-07480-6 [contents] - Andrea Burattin, Artem Polyvyanyy, Barbara Weber:
4th International Conference on Process Mining, ICPM 2022, Bolzano, Italy, October 23-28, 2022. IEEE 2022, ISBN 979-8-3503-9714-7 [contents] - Andrei Tour, Artem Polyvyanyy, Anna A. Kalenkova, Arik Senderovich:
Agent Miner: An Algorithm for Discovering Agent Systems from Event Data. CoRR abs/2212.01454 (2022) - Jan Martijn E. M. van der Werf, Andrey Rivkin, Marco Montali, Artem Polyvyanyy:
Correctness Notions for Petri Nets with Identifiers. CoRR abs/2212.07363 (2022)
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