Ali Cheraghian
Ali Cheraghian publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, on topics such as Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning and Explainable Artificial Intelligence (XAI).
- World rank
- #1,519,687 of 1,633,909 ranked researchers
- Rank in Australia
- #33,965 of 35,497
- Works
- 18
- Citations
- 23
- Citations per work
- 1.3
What does Ali Cheraghian research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition42% of their works
- 2Artificial Intelligence33% of their works
- 3Radiology, Nuclear Medicine and Imaging8% of their works
- 4Computational Mechanics4% of their works
- 5Molecular Biology4% of their works
- 6Cognitive Neuroscience4% of their works
Research topics
- Adversarial Robustness in Machine Learning
- Domain Adaptation and Few-Shot Learning
- Explainable Artificial Intelligence (XAI)
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Face and Expression Recognition
- Biomedical Text Mining and Ontologies
- Hallucinations in medical conditions
Which keywords describe Ali Cheraghian's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Local Binary Patterns, Adversarial Examples, Domain Adaptation, Robustness, Transfer Learning and Content-Based Image Retrieval.
- Text Mining
- Biomedical Ontologies
- Machine Learning Interpretability
- Interpretable Models
- Face Recognition
- Content-Based Image Retrieval
- Robustness
- Adversarial Examples
- Machine Learning
- Deep Learning
- Local Binary Patterns
- Domain Adaptation
- Transfer Learning
- Dimensionality Reduction
- Feature Matching
- Local Descriptors
- Shape Matching
- Charles Bonnet Syndrome
- Visual Hallucinations
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 19 words, with their numbers
- Deep Learning52 topics
- Machine Learning52 topics
- Local Binary Patterns42 topics
- Adversarial Examples31 topic
- Domain Adaptation31 topic
- Robustness31 topic
- Transfer Learning31 topic
- Content-Based Image Retrieval21 topic
- Dimensionality Reduction21 topic
- Face Recognition21 topic
- Feature Matching21 topic
- Interpretable Models21 topic
- Local Descriptors21 topic
- Machine Learning Interpretability21 topic
- Shape Matching21 topic
- Biomedical Ontologies11 topic
- Charles Bonnet Syndrome11 topic
- Text Mining11 topic
- Visual Hallucinations11 topic
Where does Ali Cheraghian work?
Ali Cheraghian's main affiliation in the publication record is Data61, Australia.
How many publications and citations does Ali Cheraghian have?
Science Explorer counts 18 works and 23 citations for Ali Cheraghian, ranking #1,519,687 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.