Publications (4)
StrikeWatch: Wrist-worn Gait Recognition with Compact Time-series Models on Low-power FPGAs
Tianheng Ling, Chao Qian, Peter Zdankin +2
Running offers substantial health benefits, but improper gait patterns can lead to injuries, particularly without expert feedback. While prior gait analysis systems based on camera…
Investigating the Effectiveness of Bayesian Spam Filters in Detecting LLM-modified Spam Mails
Malte Josten, Torben Weis
Spam and phishing remain critical threats in cybersecurity, responsible for nearly 90% of security incidents. As these attacks grow in sophistication, the need for robust defensive…
FuelCast: Benchmarking Tabular and Temporal Models for Ship Fuel Consumption
Justus Viga, Penelope Mueck, Alexander Löser +1
In the shipping industry, fuel consumption and emissions are critical factors due to their significant impact on economic efficiency and environmental sustainability. Accurate pred…
Probabilistic Systems with Hidden State and Unobservable Transitions
Rebecca Bernemann, Barbara König, Matthias Schaffeld +1
We consider probabilistic systems with hidden state and unobservable transitions, an extension of Hidden Markov Models (HMMs) that in particular admits unobservable ε-transitions…