Towards IoT standards interoperability: A tool-assisted approach. - Laurell Popp; Melanie Schaller (Wirtschaftsinformatik, 2021)

Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data. - Pascal Janetzky; Melanie Schaller; Anna Krause; Andreas Hotho (IWSSIP, 2023)

Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks. - Melanie Schaller; Michael Steininger; Andrzej Dulny; Daniel Schlör; Andreas Hotho (LWDA, 2023)

ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior. - Melanie Schaller; Daniel Schlör; Andreas Hotho (CoRR, 2024)

Bone Cement Removal with Audio-Monitoring and Erosion Depth. - Melanie Schaller (IEEE DataPort, 2024)

Pulsating Waterjet Cutting. - Melanie Schaller (IEEE DataPort, 2025)

AutoML for Multi-Class Anomaly Compensation of Sensor Drift. - Melanie Schaller; Mathis Kruse; Antonio Ortega; Marius Lindauer; Bodo Rosenhahn (CoRR, 2025)

S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart Buildings. - Melanie Schaller; Bodo Rosenhahn (CoRR, 2025)

S4D-Bio Audio Monitoring of Bone Cement Disintegration in Pulsating Fluid Jet Surgery under Laboratory Conditions. - Melanie Schaller; Sergej Hloch; Akash Nag; Dagmar Klichova; Nick Janssen; Frank Pude; Michal Zelenak; Bodo Rosenhahn (CoRR, 2025)