Alexander Binder
Impact in
- Health Informatics top 0.1%
- 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 and Data Classification
- Machine Learning in Healthcare
- Topic Modeling
Papers in
-
- Advanced Image and Video Retrieval Techniques 15
- Image Retrieval and Classification Techniques 12
- Advanced Neural Network Applications 9
- Multimodal Machine Learning Applications 6
-
- Explainable Artificial Intelligence (XAI) 11
- Domain Adaptation and Few-Shot Learning 10
- Adversarial Robustness in Machine Learning 7
- Co-authors
- Klaus‐Robert Müller (21 shared papers)Wojciech Samek (22 shared papers)Grégoire Montavon (9 shared papers)Sebastian Lapuschkin (13 shared papers)Sebastian Bach (2 shared papers)Frederick Klauschen (3 shared papers)Marius Kloft (8 shared papers)Emmanuel Müller (1 shared paper)
- Journals
- PLoS ONE (3 papers)Pattern Recognition (2 papers)Lecture notes in computer science (11 papers)Experimental Hematology (1 paper)International Journal of Computer Vision (1 paper)
- Partner nations
- GermanySingaporeSouth Korea
In The Last Decade
Alexander Binder
57 papers receiving 6.7k citations
Alexander Binder's Hit Papers
Peers
Comparison fields: 5 of 183
- Health Informatics 420
- Artificial Intelligence 4.6k
- Computer Vision and Pattern Recognition 1.6k
- Biophysics 340
- Signal Processing 429
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 60 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 | 2869 |
| 2 | Explaining nonlinear classification decisions with deep Taylor decomposition Hit paper breakdown → | 2016 | 902 |
| 3 | Evaluating the Visualization of What a Deep Neural Network Has Learned Hit paper breakdown → | 2016 | 724 |
| 4 | Deep One-Class Classification Hit paper breakdown → | 2018 | 538 |
| 5 | Layer-Wise Relevance Propagation: An Overview Hit paper breakdown → | 2019 | 478 |
| 6 | 2016 | 246 | |
| 7 | 2021 | 167 | |
| 8 | 2016 | 129 | |
| 9 | 2016 | 111 | |
| 10 | 2021 | 110 | |
| 11 | 2018 | 81 | |
| 12 | 2017 | 68 | |
| 13 | 2019 | 59 | |
| 14 | 2021 | 47 | |
| 15 | The LRP toolbox for artificial neural networks | 2016 | 37 |
| 16 | 2011 | 35 | |
| 17 | 2017 | 31 | |
| 18 | 2018 | 26 | |
| 19 | 2021 | 25 | |
| 20 | The joint submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task | 2011 | 15 |
About Alexander Binder
Alexander Binder is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Information Systems and Biophysics, having authored 60 papers that have together received 7.0k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (15 papers), Image Retrieval and Classification Techniques (12 papers), Explainable Artificial Intelligence (XAI) (11 papers), Domain Adaptation and Few-Shot Learning (10 papers), Advanced Neural Network Applications (9 papers), Remote-Sensing Image Classification (8 papers), Adversarial Robustness in Machine Learning (7 papers) and Multimodal Machine Learning Applications (6 papers). The work is most often cited by research in Health Informatics (420 citations), Artificial Intelligence (4.6k citations), Computer Vision and Pattern Recognition (1.6k citations), Biophysics (340 citations) and Signal Processing (429 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, Sebastian Lapuschkin, Sebastian Bach, Frederick Klauschen, Marius Kloft, Emmanuel Müller, Lucas Deecke and Shoaib Ahmed Siddiqui. Their work appears in journals such as PLoS ONE, Pattern Recognition, Lecture notes in computer science, Experimental Hematology and International Journal of Computer Vision.
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.