Alexander Binder
Impact in
- Health Informatics top 0.2%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.2%
- Explainable Artificial Intelligence (XAI)
- Adversarial Robustness in Machine Learning
- Anomaly Detection Techniques and Applications
- Machine Learning in Healthcare
- Machine Learning and Data Classification
Papers in
-
- Advanced Image and Video Retrieval Techniques 9
- Image Retrieval and Classification Techniques 7
- Multimodal Machine Learning Applications 5
- Advanced Neural Network Applications 5
-
- Explainable Artificial Intelligence (XAI) 9
- Domain Adaptation and Few-Shot Learning 7
- Adversarial Robustness in Machine Learning 4
- Co-authors
- Klaus‐Robert Müller (15 shared papers)Wojciech Samek (15 shared papers)Grégoire Montavon (6 shared papers)Frederick Klauschen (2 shared papers)Sebastian Bach (1 shared paper)Sebastian Lapuschkin (10 shared papers)Marius Kloft (8 shared papers)Shoaib Ahmed Siddiqui (1 shared paper)
- Journals
- PLoS ONE (3 papers)Pattern Recognition (2 papers)IEEE Transactions on Information Forensics and Security (1 paper)NeuroImage (1 paper)Nature Machine Intelligence (1 paper)
- Partner nations
- GermanySingaporeSouth Korea
In The Last Decade
Alexander Binder
43 papers receiving 5.1k citations
Alexander Binder's Hit Papers
Peers
Comparison fields: 5 of 178
- Health Informatics 316
- Artificial Intelligence 3.4k
- Computer Vision and Pattern Recognition 1.2k
- Biophysics 258
- Signal Processing 346
Countries citing papers authored by Alexander Binder
This map shows the geographic impact of Alexander Binder's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Alexander Binder with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alexander Binder more than expected).
Fields of papers citing papers by Alexander Binder
This network shows the impact of papers produced by Alexander Binder. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Alexander Binder. The network helps show where Alexander Binder may publish in the future.
Co-authors
The 25 scholars most cited alongside Alexander Binder, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 43 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation Hit paper breakdown → | 2015 | 2471 |
| 2 | Explaining nonlinear classification decisions with deep Taylor decomposition Hit paper breakdown → | 2016 | 788 |
| 3 | Evaluating the Visualization of What a Deep Neural Network Has Learned Hit paper breakdown → | 2016 | 620 |
| 4 | Deep One-Class Classification Hit paper breakdown → | 2018 | 484 |
| 5 | 2021 | 144 | |
| 6 | 2016 | 110 | |
| 7 | 2021 | 103 | |
| 8 | 2018 | 71 | |
| 9 | 2017 | 63 | |
| 10 | 2019 | 50 | |
| 11 | 2021 | 43 | |
| 12 | The LRP toolbox for artificial neural networks | 2016 | 32 |
| 13 | 2011 | 28 | |
| 14 | 2017 | 27 | |
| 15 | 2018 | 24 | |
| 16 | 2021 | 19 | |
| 17 | 2015 | 14 | |
| 18 | 2018 | 14 | |
| 19 | 2017 | 14 | |
| 20 | 2012 | 12 |
About Alexander Binder
Alexander Binder is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Information Systems, Media Technology and Biophysics, having authored 43 papers that have together received 5.2k indexed citations. Recurring topics across this work include Explainable Artificial Intelligence (XAI) (9 papers), Advanced Image and Video Retrieval Techniques (9 papers), Image Retrieval and Classification Techniques (7 papers), Domain Adaptation and Few-Shot Learning (7 papers), Multimodal Machine Learning Applications (5 papers), Advanced Neural Network Applications (5 papers), Cell Image Analysis Techniques (4 papers) and Adversarial Robustness in Machine Learning (4 papers). The work is most often cited by research in Health Informatics (316 citations), Artificial Intelligence (3.4k citations), Computer Vision and Pattern Recognition (1.2k citations), Biophysics (258 citations) and Signal Processing (346 citations). Alexander Binder has collaborated with scholars based in Germany, Singapore and South Korea. Frequent co-authors include Klaus‐Robert Müller, Wojciech Samek, Grégoire Montavon, Frederick Klauschen, Sebastian Bach, Sebastian Lapuschkin, Marius Kloft, Shoaib Ahmed Siddiqui, Emmanuel Müller and Lucas Deecke. Their work appears in journals such as PLoS ONE, Pattern Recognition, IEEE Transactions on Information Forensics and Security, NeuroImage and Nature Machine Intelligence.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.