Artem Polyvyanyy

Robotic Process Mining: Vision and Challenges

Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maggi

Journal article  |  2021  |  Business and Information Systems Engineering

Robotic process automation (RPA) is an emerging technology that allows organizations automating repetitive clerical tasks by execu..

Scenario-based process querying for compliance, reuse, and standardization

Artem Polyvyanyy, Anastasiia Pika, Arthur HM ter Hofstede

Journal article  |  2020  |  Information Systems

Process models constitute valuable artifacts for organizations. A process model formally captures the way an organization works in..

Identifying candidate routines for robotic process automation from unsegmented ui logs

V Leno, A Augusto, M Dumas, M La Rosa, FM Maggi, A Polyvyanyy

Report  |  2020

Process mining meets causal machine learning: Discovering causal rules from event logs

ZD Bozorgi, I Teinemaa, M Dumas, M La Rosa, A Polyvyanyy

Report  |  2020

This paper proposes an approach to analyze an event log of a business process to generate case-level recommendations of treatments..

An entropic relevance measure for stochastic conformance checking in process mining

A Polyvyanyy, A Moffat, L Garcia-Banuelos

Conference Proceedings  |  2020  |  2020 2nd International Conference on Process Mining (ICPM)

Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems

Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, Jan Mendling

Journal article  |  2020  |  ACM Transactions on Software Engineering and Methodology

The behavioural comparison of systems is an important concern of software engineering research. For example, the areas of specific..

Stochastic-Aware Conformance Checking: An Entropy-Based Approach

SJJ Leemans, A Polyvyanyy

Conference Proceedings  |  2020  |  32nd International Conference, CAiSE

Business process management (BPM) aims to support changes and innovations in organizations’ processes. Process mining complements ..

Remodularization Analysis for Microservice Discovery Using Syntactic and Semantic Clustering

AAC De Alwis, A Barros, C Fidge, A Polyvyanyy

Conference Proceedings  |  2020  |  32nd International Conference, CAiSE

This paper addresses the challenge of automated remodularization of large systems as microservices. It focuses on the analysis of ..

Goal Recognition Using Off-The-Shelf Process Mining Techniques

Artem Polyvyanyy, Zihang Su, Nir Lipovetzky, Sebastian Sardina

Conference Proceedings  |  2020  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

The problem of probabilistic goal recognition consists of automatically inferring a probability distribution over a range of possi..

Automated discovery of declarative process models with correlated data conditions

V Leno, M Dumas, FM Maggi, M La Rosa, A Polyvyanyy

Journal article  |  2020  |  Information Systems

Automated process discovery techniques enable users to generate business process models from event logs extracted from enterprise ..