Alexander Binder
Alexander Binder publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Explainable Artificial Intelligence (XAI), Domain Adaptation and Few-Shot Learning and AI in cancer detection.
- World rank
- #34,577 of 1,633,909 ranked researchers
- Rank in Germany
- #2,596 of 86,443
- Works
- 36
- Citations
- 729
- Citations per work
- 20.3
What does Alexander Binder research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence42% of their works
- 2Computer Vision and Pattern Recognition24% of their works
- 3Molecular Biology4% of their works
- 4Biophysics4% of their works
- 5Materials Chemistry4% of their works
- 6Management of Technology and Innovation4% of their works
Research topics
- Explainable Artificial Intelligence (XAI)
- Domain Adaptation and Few-Shot Learning
- AI in cancer detection
- Adversarial Robustness in Machine Learning
- Machine Learning and Data Classification
- Advanced Image and Video Retrieval Techniques
- Generative Adversarial Networks and Image Synthesis
- Cell Image Analysis Techniques
Which keywords describe Alexander Binder's research?
The keywords of their largest research topics: Deep Learning, Deep Neural Networks, Machine Learning, Representation Learning, Unsupervised Learning, Interpretable Models, Machine Learning Interpretability and Neural Networks.
- High-Content Screening
- Robustness
- Medical Image Analysis
- Image Synthesis
- Histopathology Images
- Feature Matching
- Transfer Learning
- Neural Networks
- Interpretable Models
- Representation Learning
- Deep Neural Networks
- Deep Learning
- Machine Learning
- Unsupervised Learning
- Machine Learning Interpretability
- Domain Adaptation
- Adversarial Examples
- Generative Adversarial Networks
- Hyperparameter Optimization
- Local Descriptors
- Noisy Labels
- Bioimage Analysis
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 22 words, with their numbers
- Deep Learning145 topics
- Deep Neural Networks92 topics
- Machine Learning83 topics
- Representation Learning82 topics
- Unsupervised Learning82 topics
- Interpretable Models61 topic
- Machine Learning Interpretability61 topic
- Neural Networks62 topics
- Domain Adaptation51 topic
- Transfer Learning51 topic
- Adversarial Examples31 topic
- Feature Matching31 topic
- Generative Adversarial Networks31 topic
- Histopathology Images31 topic
- Hyperparameter Optimization31 topic
- Image Synthesis31 topic
- Local Descriptors31 topic
- Medical Image Analysis31 topic
- Noisy Labels31 topic
- Robustness31 topic
- Bioimage Analysis21 topic
- High-Content Screening21 topic
Where does Alexander Binder work?
Alexander Binder's main affiliation in the publication record is Technische Universität Berlin, Germany.
How many publications and citations does Alexander Binder have?
Science Explorer counts 36 works and 729 citations for Alexander Binder, ranking #34,577 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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