240 citations · 241 across the 4 of their papers we have counts for
3 papers · 1 filter
Systematic Evaluation of Synthetic Data Augmentation for Multi-class NetFlow Traffic
Maximilian Wolf, Dieter Landes, Andreas Hotho +1
The detection of cyber-attacks in computer networks is a crucial and ongoing research challenge. Machine learning-based attack classification offers a promising solution, as these…
Modeling and Analyzing the Influence of Non-Item Pages on Sequential Next-Item Prediction
Elisabeth Fischer, Albin Zehe, Andreas Hotho +1
Analyzing sequences of interactions between users and items, sequential recommendation models can learn user intent and make predictions about the next item. Next to item interacti…
ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior
Melanie Schaller, Daniel Schlör, Andreas Hotho
External influences such as traffic and environmental factors induce vibrations in structures, leading to material degradation over time. These vibrations result in cracks due to t…