Robert C. Williamson
Robert C. Williamson publishes mostly in Artificial Intelligence, Electrical and Electronic Engineering and Computer Vision and Pattern Recognition, on topics such as Machine Learning and Algorithms, Neural Networks and Applications and Domain Adaptation and Few-Shot Learning.
- World rank
- #19,876 of 1,633,909 ranked researchers
- Rank in Australia
- #467 of 35,497
- Works
- 103
- Citations
- 867
- Citations per work
- 8.4
What does Robert C. Williamson research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence27% of their works
- 2Electrical and Electronic Engineering7% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4Sociology and Political Science6% of their works
- 5Signal Processing4% of their works
- 6Statistics and Probability4% of their works
Research topics
Which keywords describe Robert C. Williamson's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Semi-Supervised Learning, Machine Learning, Active Learning, Gaussian Processes, Backpropagation Learning and Self-Organizing Maps.
- Noisy Labels
- Adversarial Examples
- SMOTE
- Face Recognition
- Audio-Visual Speech Recognition
- Domain Adaptation
- Meta-Learning
- Self-Organizing Maps
- Gaussian Processes
- Machine Learning
- Neural Networks
- Deep Learning
- Semi-Supervised Learning
- Active Learning
- Backpropagation Learning
- Ensemble Methods
- Classification
- Transfer Learning
- Dimensionality Reduction
- Imbalanced Data
- Speech Enhancement
- Hyperparameter Optimization
- Robustness
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 23 words, with their numbers
- Deep Learning204 topics
- Neural Networks123 topics
- Semi-Supervised Learning122 topics
- Machine Learning102 topics
- Active Learning81 topic
- Gaussian Processes81 topic
- Backpropagation Learning71 topic
- Self-Organizing Maps71 topic
- Ensemble Methods62 topics
- Meta-Learning62 topics
- Classification52 topics
- Domain Adaptation41 topic
- Transfer Learning41 topic
- Audio-Visual Speech Recognition31 topic
- Dimensionality Reduction31 topic
- Face Recognition31 topic
- Imbalanced Data31 topic
- SMOTE31 topic
- Speech Enhancement31 topic
- Adversarial Examples21 topic
- Hyperparameter Optimization21 topic
- Noisy Labels21 topic
- Robustness21 topic
Where does Robert C. Williamson work?
Robert C. Williamson's main affiliation in the publication record is Australian National University, Australia.
How many publications and citations does Robert C. Williamson have?
Science Explorer counts 103 works and 867 citations for Robert C. Williamson, ranking #19,876 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.