Artem Polyvyanyy

Process model forecasting and change exploration using time series analysis of event sequence data

J De Smedt, A Yeshchenko, A Polyvyanyy, J De Weerdt, J Mendling

Journal article  |  2023  |  Data and Knowledge Engineering

Process analytics is a collection of data-driven techniques for, among others, making predictions for individual process instances..

All that glitters is not gold: Four maturity stages of process discovery algorithms

JMEM van der Werf, A Polyvyanyy, BR van Wensveen, M Brinkhuis, HA Reijers

Journal article  |  2023  |  Information Systems

A process discovery algorithm aims to construct a process model that represents the real-world process stored in event data well; ..

Discovering data transfer routines from user interaction logs

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

Journal article  |  2022  |  Information Systems

Robotic Process Automation (RPA) is a technology to automate routine work such as copying data across applications or filling in d..

Robotic Process Mining

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

Book Chapter  |  2022  |  Lecture Notes in Business Information Processing

User interaction logs allow us to analyze the execution of tasks in a business process at a finer level of granularity than event ..

Process Querying Methods

Book  |  2022

This book is mainly intended for researchers. All the chapters in this book are contributed by active researchers in the research ..

Entropic relevance: A mechanism for measuring stochastic process models discovered from event data

Hanan Alkhammash, Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos

Journal article  |  2022  |  Information Systems

There are many fields of computing in which having access to large volumes of data allows very precise models to be developed. For..

ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract)

ZD Bozorgi, A Kopõlov, M Dumas, ML Rosa, A Polyvyanyy

Conference Proceedings  |  2022  |  CEUR Workshop Proceedings

ProLift is a Web-based tool that uses causal machine learning, specifically uplift trees, to discover rules for optimizing busines..

Preface

J De Weerdt, A Polyvyanyy

Journal article  |  2022  |  Lecture Notes in Business Information Processing

Statistical Tests and Association Measures for Business Processes

SJJ Leemans, JM McGree, A Polyvyanyy, AHMT Hofstede

Journal article  |  2022  |  IEEE Transactions on Knowledge and Data Engineering

Through the application of process mining, organisations can improve their business processes by leveraging data recorded as a res..

Message from the Program Chairs

A Burattin, A Polyvyanyy, B Weber

Conference Proceedings  |  2022  |  Proceedings - 2022 4th International Conference on Process Mining, ICPM 2022