Melanie Schaller

According to our database, Melanie Schaller authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CUDA Kernel Optimization and Counter-Free Performance Analysis for Depthwise Convolution in Cloud Environments.

Huriyeh Babak, Melanie Schaller

CoRR, April, 2026

2025

Naga: Vedic Encoding for Deep State Space Models.

Melanie Schaller, Nick Janssen, Bodo Rosenhahn

CoRR, November, 2025

Benchmarking M-LTSF: Frequency and Noise-Based Evaluation of Multivariate Long Time Series Forecasting Models.

Nick Janssen, Melanie Schaller, Bodo Rosenhahn

CoRR, October, 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, March, 2025

S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart Buildings.

Melanie Schaller, Bodo Rosenhahn

CoRR, February, 2025

AutoML for Multi-Class Anomaly Compensation of Sensor Drift.

Melanie Schaller, Mathis Kruse, Antonio Ortega, Marius Lindauer, Bodo Rosenhahn

CoRR, February, 2025

Pulsating Waterjet Cutting.

Melanie Schaller

Dataset, February, 2025

2024

Bone Cement Removal with Audio-Monitoring and Erosion Depth.

Melanie Schaller

Dataset, November, 2024

ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior.

Melanie Schaller, Daniel Schlör, Andreas Hotho

CoRR, 2024

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

Proceedings of the Lernen, 2023

Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data.

Pascal Janetzky, Melanie Schaller, Anna Krause, Andreas Hotho

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

2021

Towards IoT standards interoperability: A tool-assisted approach.

Laurell Popp, Melanie Schaller

Proceedings of the Innovation durch Informationssysteme, 2021