A Modern Tool for Modelling and Optimisation of Production in Underground Coal Mine. - Edyta Brzychczy (PL-Grid, 2014)

Creation of an Event Log from a Low-Level Machinery Monitoring System for Process Mining Purposes. - Edyta Brzychczy; Agnieszka Trzcionkowska (IDEAL (2), 2018)

On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. - Grzegorz J. Nalepa; Edyta Brzychczy; Szymon Bobek (IDEAL (2), 2018)

Cluster Discovery from Sensor Data Incorporating Expert Knowledge. - Szymon Bobek; Agnieszka Trzcionkowska; Edyta Brzychczy; Grzegorz J. Nalepa (KR4L@ECAI, 2020)

Decision Tree-Based Classification for Planetary Gearboxes' Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space. - Piotr Lipinski; Edyta Brzychczy; Radoslaw Zimroz (Sensors, 2020)

Conformance Checking for Time-Series-Aware Processes. - Víctor Rodríguez-Fernández; Agnieszka Trzcionkowska; Antonio González-Pardo; Edyta Brzychczy; Grzegorz J. Nalepa; David Camacho (IEEE Trans. Ind. Informatics, 2021)

Business Process Management in CEE Countries: A Literature-Based Research Landscape. - Renata Gabryelczyk; Edyta Brzychczy; Katarzyna Gdowska; Krzysztof Kluza (BPM (Blockchain and RPA Forum), 2022)

Exploring Hybrid Modelling of Industrial Process - Mining Use Case. - Edyta Brzychczy; Krzysztof Kluza; Katarzyna Gdowska (Business Process Management Workshops, 2023)

Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation. - Edyta Brzychczy; Marcin Szpyrka; Jacek Korski; Grzegorz J. Nalepa (IEEE Access, 2023)

KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. - Szymon Bobek; Michal Kuk; Jakub Brzegowski; Edyta Brzychczy; Grzegorz J. Nalepa (Appl. Intell., 2023)

Enhancement of Low-Level Event Abstraction with Large Language Models (LLMs). - Edyta Brzychczy; Krzysztof Kluza; Leszek Szala (Business Process Management Workshops, 2024)

Machinery Activity Recognition in the Industry Based on Heterogeneous Data. - Marta Podobinska-Staniec; Marek Kesek; Edyta Brzychczy (Business Process Management Workshops, 2024)

Understanding the passengers' behaviour as a key element of multimodal transport design. - Edyta Brzychczy; Barbara Kowal; Wiktoria Konop; Elzbieta Nowak; Ewelina Markowska; Dominik Witkowski (MMAR, 2024)

Case ID detection based on time series data - the mining use case. - Edyta Brzychczy; Tomasz Pelech-Pilichowski; Ziemowit Dworakowski (CoRR, 2024)

Process Mining of Mining Processes: Analyzing Longwall Coal Excavation Using Event Data. - Edyta Brzychczy; Agnieszka Zuber; Wil M. P. van der Aalst (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Process mining on sensor data: a review of related works. - Edyta Brzychczy; Milda Aleknonyte-Resch; Dominik Janssen; Agnes Koschmider (Knowl. Inf. Syst., 2025)