Author

Johannes Haug

Observed names: Haug, Johannes, Haug, Johannes Christian

Institution: University of Tübingen

Observed institutions: Technical University of Munich, University of Tübingen

ORCID: 0000-0003-1286-3551

Observed ORCID: 0000-0003-1286-3551

OpenAlex ID: A5071493719

Deep Neural Networks and Tabular Data: A Survey

2022 · Vadim Borisov, Tobias Leemann, et al. · IEEE Transactions on Neural Networks and Learning Systems · 1,457

A Wearable Sensor System for Lameness Detection in Dairy Cattle

2018 · Juan Haladjian, Johannes Haug, et al. · Multimodal Technologies and Interaction · 84

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CancelOut: A Layer for Feature Selection in Deep Neural Networks

2019 · Vadim Borisov, Johannes Haug, et al. · Lecture notes in computer science · 49

On Baselines for Local Feature Attributions

2021 · Haug, Johannes, Zürn, Stefan, et al. · arXiv (Cornell University) · 41

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Learning Parameter Distributions to Detect Concept Drift in Data Streams

2021 · Johannes Haug, Gjergji Kasneci · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 32

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Change Detection for Local Explainability in Evolving Data Streams

2022 · Johannes Haug, Alexander Braun, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 21

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TüEyeQ, a rich IQ test performance data set with eye movement, educational and socio-demographic information

2021 · Enkelejda Kasneci, Gjergji Kasneci, et al. · Scientific Data · 13

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Dynamic Model Tree for Interpretable Data Stream Learning

2022 · Johannes Haug, Klaus Broelemann, et al. · IEEE International Conference on Data Engineering (ICDE) · 10

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Standardized Evaluation of Machine Learning Methods for Evolving Data Streams

2022 · Haug, Johannes, Tramountani, Effi, et al. · arXiv (Cornell University) · 9

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Towards User Empowerment.

2019 · Martin Pawelczyk, Johannes Haug, et al. · arXiv (Cornell University) · 6

TüEyeQ, a rich IQ test performance data set with eye movement, educational and socio-demographic information

2020 · Kasneci, Enkelejda, Kasneci, Gjergji, et al. · Harvard Dataverse · 4

Works count: 13

Citation count: 1,722

H-index: 9

I10-index: 8