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

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