Anna Kalenkova

Conformance checking of partially matching processes: An entropy-based approach

A Polyvyanyy, A Kalenkova

Journal article  |  2021  |  Information Systems

Conformance checking is an area of process mining that studies methods for measuring and characterizing commonalities and discrepa..

Preface

A Kalenkova, J Lozano, R Yavorskiy

Book  |  2021  |  Communications in Computer and Information Science

Preface

WMP van der Aalst, V Batagelj, A Buzmakov, D Ignatov, A Kalenkova, M Khachay, O Koltsova, A Kutuzov, SO Kuznetsov, I Lomazova, N Loukachevitch, I Makarov, A Napoli, A Panchenko, PM Pardalos, M Pelillo, A Savchenko, E Tutubalina

Book  |  2021  |  Lecture Notes in Computer Science

Preface

WMP van der Aalst, V Batagelj, A Buzmakov, DI Ignatov, A Kalenkova, M Khachay, O Koltsova, A Kutuzov, SO Kuznetsov, IA Lomazova, N Loukachevitch, I Makarov, A Napoli, A Panchenko, PM Pardalos, M Pelillo, AV Savchenko, E Tutubalina

Book  |  2021  |  Communications in Computer and Information Science

Structural and Behavioral Biases in Process Comparison Using Models and Logs

Anna Kalenkova, Artem Polyvyanyy, Marcello La Rosa

Conference Proceedings  |  2021  |  Proceedings of the 40th International Conference on Conceptual Modeling ER

Process models automatically discovered from event logs represent business process behavior in a compact graphical way. To compare..

Agent System Mining: Vision, Benefits, and Challenges

Andrei Tour, Artem Polyvyanyy, Anna Kalenkova

Journal article  |  2021  |  IEEE ACCESS

In the Agent-Based Modeling (ABM) paradigm, an organization is a Multi-Agent System (MAS) composed of autonomous agents inducing b..

Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory

Anna Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa

Journal article  |  2021  |  Fundamenta Informaticae

State-of-the-art process discovery methods construct free-choice process models from event logs. Consequently, the constructed mod..

A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics

Anna Kalenkova, Artem Polyvyanyy, Marcello La Rosa

Conference Proceedings  |  2020  |  Proceedings of the 18th International Conference on Business Process Management (BPM 2020)

A plethora of algorithms for automatically discovering process models from event logs has emerged. The discovered models are used ..

Entropia: A family of entropy-based conformance checking measures for process mining

A Polyvyanyy, H Alkhammash, C Di Ciccio, L García-Bañuelos, A Kalenkova, SJJ Leemans, J Mendling, A Moffat, M Weidlich

Conference Proceedings  |  2020  |  Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020)

This paper presents a command-line tool, called Entropia, that implements a family of conformance checking measures for process mi..

Automated Repair of Process Models Using Non-Local Constraints

Anna Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa

Conference Proceedings  |  2020  |  Proceedings of the 41st International Conference on Application and Theory of Petri Nets and Concurrency

State-of-the-art process discovery methods construct free-choice process models from event logs. Hence, the constructed models do ..