Johannes Haug

Deep Neural Networks and Tabular Data: A Survey

Vadim Borisov, Tobias Leemann, Kathrin Seßler et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 742 citations · Full text

A Wearable Sensor System for Lameness Detection in Dairy Cattle

Juan Haladjian, Johannes Haug, Stefan Nüske et al. · Multimodal Technologies and Interaction · 2018 · 69 citations · Full text

Gait Analysis, Wearable Sensor System, Wearable Technology +22

Deep Neural Networks and Tabular Data: A Survey

Vadim Borisov, Tobias Leemann, Kathrin Seßler et al. · arXiv (Cornell University) · 2021 · 29 citations · Full text

Artificial Intelligence, Tabular Data, Deep Neural Networks +11

On Baselines for Local Feature Attributions

Johannes Haug, Stefan Zürn, Peter El-Jiz et al. · arXiv (Cornell University) · 2021 · 16 citations · Full text

Structured Prediction, Engineering, Machine Learning +17

Change Detection for Local Explainability in Evolving Data Streams

Johannes Haug, Alexander Braun, Stefan Zürn et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 15 citations

Engineering, Machine Learning, Shift Detection +19