Alarm Flood Analysis by Hierarchical Clustering of the Probabilistic Dependency between Alarms. - Iris Weiß; Jakob Kinghorst; Thomas Kröger; Mina Fahimi Pirehgalin; Birgit Vogel-Heuser (INDIN, 2018)

Assessment of variance & distribution in data for effective use of statistical methods for product quality prediction. - Iris Weiß; Birgit Vogel-Heuser (Autom., 2018)

Data-Driven Condition Monitoring of Control Valves in Laboratory Test Runs. - Iris Weiß; Andreas Hanel; Emanuel Trunzer; Mina Fahimi Pirehgalin; Stefan Unland; Birgit Vogel-Heuser (INDIN, 2019)

Causal Inference in Industrial Alarm Data by Timely Clustered Alarms and Transfer Entropy. - Mina Fahimi Pirehgalin; Iris Weiß; Birgit Vogel-Heuser (ECC, 2020)

Condition monitoring for the Binder Jetting AM-process with machine learning approaches. - Daniel Günther 006; Mina Fahimi Pirehgalin; Iris Weiß; Birgit Vogel-Heuser (ICPS, 2020)

Identifying Runtime Issues in Object-Oriented IEC 61131-3-Compliant Control Software using Metrics. - Eva-Maria Neumann; Birgit Vogel-Heuser; Juliane Fischer; Jonathan Keller; Iris Weiß; Sebastian Diehm; Michael Schwarz; Tobias Englert; Michael Stoll; Uwe Zell (IECON, 2020)

Machine-Learning Models on the Edge to reduce Data Volume in Wide-Area Networks between various Production Sites. - Iris Weiß; Birgit Vogel-Heuser; Patrick Holstein; Emanuel Trunzer (IECON, 2020)

Product Quality Monitoring in Hydraulic Presses Using a Minimal Sample of Sensor and Actuator Data. - Iris Weiß; Birgit Vogel-Heuser; Emanuel Trunzer; Simon Kruppa (ACM Trans. Internet Techn., 2021)