Edyta Brzychczy

19 papers Misc 1Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
IoT Miner: Intelligent Extraction of Event Logs from Sensor Data for Process Mining.
CoRR
Edyta Brzychczy, Urszula Jessen, Krzysztof Kluza, Sridhar Sriram, Manuel Vargas Nettelnstroth
2025 J jnl
Process mining on sensor data: a review of related works.
Knowl. Inf. Syst.
Edyta Brzychczy, Milda Aleknonyte-Resch, Dominik Janssen, Agnes Koschmider
2025 — conf
Project-Based Learning in BPM for Interdisciplinary Groups - Teachers' Experience.
BPM (RBPM, PT, and Educators Forum)
Katarzyna Gdowska, Edyta Brzychczy, Krzysztof Kluza
2024 J jnl
Case ID detection based on time series data - the mining use case.
CoRR
Edyta Brzychczy, Tomasz Pelech-Pilichowski, Ziemowit Dworakowski
2024 — conf
Enhancement of Low-Level Event Abstraction with Large Language Models (LLMs).
Business Process Management Workshops
Edyta Brzychczy, Krzysztof Kluza, Leszek Szala
2024 — conf
Machinery Activity Recognition in the Industry Based on Heterogeneous Data.
Business Process Management Workshops
Marta Podobinska-Staniec, Marek Kesek, Edyta Brzychczy
2024 J jnl
Process Mining of Mining Processes: Analyzing Longwall Coal Excavation Using Event Data.
IEEE Trans. Syst. Man Cybern. Syst.
Edyta Brzychczy, Agnieszka Zuber, Wil M. P. van der Aalst
2024 Misc conf
Understanding the passengers' behaviour as a key element of multimodal transport design.
MMAR
Edyta Brzychczy, Barbara Kowal, Wiktoria Konop, Elzbieta Nowak, Ewelina Markowska, Dominik Witkowski
2023 — conf
Exploring Hybrid Modelling of Industrial Process - Mining Use Case.
Business Process Management Workshops
Edyta Brzychczy, Krzysztof Kluza, Katarzyna Gdowska
2023 J jnl
Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation.
IEEE Access
Edyta Brzychczy, Marcin Szpyrka, Jacek Korski, Grzegorz J. Nalepa
2023 J jnl
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations.
Appl. Intell.
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
2022 — conf
Business Process Management in CEE Countries: A Literature-Based Research Landscape.
BPM (Blockchain and RPA Forum)
Renata Gabryelczyk, Edyta Brzychczy, Katarzyna Gdowska, Krzysztof Kluza
2021 J jnl
Conformance Checking for Time-Series-Aware Processes.
IEEE Trans. Ind. Informatics
Víctor Rodríguez-Fernández, Agnieszka Trzcionkowska, Antonio González-Pardo, Edyta Brzychczy, Grzegorz J. Nalepa, David Camacho
2021 J jnl
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations.
CoRR
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
2020 — conf
Cluster Discovery from Sensor Data Incorporating Expert Knowledge.
KR4L@ECAI
Szymon Bobek, Agnieszka Trzcionkowska, Edyta Brzychczy, Grzegorz J. Nalepa
2020 J jnl
Decision Tree-Based Classification for Planetary Gearboxes' Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space.
Sensors
Piotr Lipinski, Edyta Brzychczy, Radoslaw Zimroz
2018 — conf
Creation of an Event Log from a Low-Level Machinery Monitoring System for Process Mining Purposes.
IDEAL (2)
Edyta Brzychczy, Agnieszka Trzcionkowska
2018 — conf
On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications.
IDEAL (2)
Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek
2014 — ch.
A Modern Tool for Modelling and Optimisation of Production in Underground Coal Mine.
PL-Grid
Edyta Brzychczy