Wojciech Samek

Statistics

Publications

120

Citations

18.5K

H-Index

Active since

2011

Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute(Current)

Technische Universität Berlin

Korea University

Berlin Institute for the Foundations of Learning and Data

Fraunhofer Institute for Production Systems and Design Technology

Wojciech Samek is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2011–2025

120

Publications

120

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach, Alexander Binder, Grégoire Montavon et al. · PLoS ONE · 2015 · 4.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Methods for interpreting and understanding deep neural networks

Grégoire Montavon, Wojciech Samek, Klaus‐Robert Müller · Digital Signal Processing · 2017 · 2.7K citations · Full text

Computing, Computer Science, Data Science +14

Explaining nonlinear classification decisions with deep Taylor decomposition

Grégoire Montavon, Sebastian Lapuschkin, Alexander Binder et al. · Pattern Recognition · 2016 · 1.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Evaluating the Visualization of What a Deep Neural Network Has Learned

Wojciech Samek, Alexander Binder, Grégoire Montavon et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 1.2K citations

Computing, Computer Science, Computer Vision +12

PTB-XL, a large publicly available electrocardiography dataset

Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot et al. · Scientific Data · 2020 · 1.1K citations · Full text

Medicine, Cardiology, Health Informatics +15

1–5 of 120