Johanna Vielhaben

Statistics

Publications

Citations

146

H-Index

Active since

2019

Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute(Current)

Technische Universität Berlin

Berlin Institute for the Foundations of Learning and Data

Johanna Vielhaben is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in computer science, explainable artificial intelligence, and computing.

ORCID

Publications per year

2019–2024

Publications

AudioMNIST: Exploring Explainable Artificial Intelligence for audio analysis on a simple benchmark

Sören Becker, Johanna Vielhaben, Marcel R. Ackermann et al. · Journal of the Franklin Institute · 2023 · 60 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Explainable AI for time series via Virtual Inspection Layers

Johanna Vielhaben, Sebastian Lapuschkin, Grégoire Montavon et al. · Pattern Recognition · 2024 · 33 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

USMPep: universal sequence models for major histocompatibility complex binding affinity prediction

Johanna Vielhaben, Markus Wenzel, Wojciech Samek et al. · BMC Bioinformatics · 2020 · 20 citations · Full text

Life Sciences, Bioinformatics, Immunology +15

Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees

Johanna Vielhaben, Stefan Blücher, Nils Strodthoff · arXiv (Cornell University) · 2023 · 12 citations · Full text

Computing, Computer Science, Data Mining +16

PredDiff: Explanations and interactions from conditional expectations

Stefan Blücher, Johanna Vielhaben, Nils Strodthoff · Artificial Intelligence · 2022 · 11 citations · Full text

Computing, Data Science, Machine Learning +14

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