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ELLIS is a network of excellence connecting top AI researchers across European borders to strengthen the leadership of AI made in Europe.
Batuhan Koyuncu
PhD
Saarland University (UdS)
Interpretable ML for stress forecasting and management.
Modeling temporal stress patterns of people is a challenging task since stress patterns are complex and have a heterogeneous nature. However, it is a crucial task for forecasting and mitigating stress. The objectives of this Ph.D. project are understanding stress causes, forecasting stress levels over time, and providing personal recommendations to reduce stress levels through probabilistic models. In our methodology, we will rely on building interpretable predictive and generative models for the temporal modeling of asynchronous multimodal data.
Track:
Academic Track
Research
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