Concepedia

Alexander Binder

AB

Statistics

Publications

41

Citations

9.8K

H-Index

24

Active since

2009

Affiliations

Singapore University of Technology and Design(Current)

Technische Universität Berlin

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Korea University

Fraunhofer Institute for Production Systems and Design Technology

Alexander Binder is an author at Singapore University of Technology and Design specializing in machine learning, computer science, and computing.

ORCID

Publications per year

2009–2023

41

Publications

41

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

, , +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

, , +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

, , +12

Deep One-Class Classification

Lukas Ruff, Robert A. Vandermeulen, Nico Goernitz et al. · International Conference on Machine Learning · 2018 · 880 citations

Pruning by explaining: A novel criterion for deep neural network pruning

Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin et al. · Pattern Recognition · 2021 · 252 citations · Full text

, , +15

1–5 of 41