Edyta Brzychczy

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Cluster Validity

Condition Monitoring

Expert Knowledge

Industrial Process

Top Venues

Publications

Edyta Brzychczy, Agnieszka Zuber, Wil M. P. van der Aalst
Process Mining of Mining Processes: Analyzing Longwall Coal Excavation Using Event Data. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
Edyta Brzychczy, Marcin Szpyrka, Jacek Korski, Grzegorz J. Nalepa
Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation. IEEE Access 11 (2023)
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. Appl. Intell. 53 (12) (2023)
Edyta Brzychczy, Krzysztof Kluza, Katarzyna Gdowska
Exploring Hybrid Modelling of Industrial Process - Mining Use Case. Business Process Management Workshops (2023)
Renata Gabryelczyk, Edyta Brzychczy, Katarzyna Gdowska, Krzysztof Kluza
Business Process Management in CEE Countries: A Literature-Based Research Landscape. BPM (Blockchain and RPA Forum) (2022)
Víctor Rodríguez-Fernández, Agnieszka Trzcionkowska, Antonio González-Pardo, Edyta Brzychczy, Grzegorz J. Nalepa, David Camacho
Conformance Checking for Time-Series-Aware Processes. IEEE Trans. Ind. Informatics 17 (2) (2021)
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. CoRR (2021)
Szymon Bobek, Agnieszka Trzcionkowska, Edyta Brzychczy, Grzegorz J. Nalepa
Cluster Discovery from Sensor Data Incorporating Expert Knowledge. KR4L@ECAI (2020)
Piotr Lipinski, Edyta Brzychczy, Radoslaw Zimroz
Decision Tree-Based Classification for Planetary Gearboxes' Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space. Sensors 20 (21) (2020)
Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek
On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. IDEAL (2) (2018)
Edyta Brzychczy, Agnieszka Trzcionkowska
Creation of an Event Log from a Low-Level Machinery Monitoring System for Process Mining Purposes. IDEAL (2) (2018)