Geoffrey I. Webb
Geoffrey I. Webb publishes mostly in Artificial Intelligence, Information Systems and Molecular Biology, on topics such as Machine Learning and Data Classification, Data Mining Algorithms and Applications and Bayesian Modeling and Causal Inference.
- World rank
- #35,912 of 1,633,909 ranked researchers
- Rank in Australia
- #891 of 35,497
- Works
- 303
- Citations
- 1.6k
- Citations per work
- 5.1
What does Geoffrey I. Webb research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence36% of their works
- 2Information Systems6% of their works
- 3Molecular Biology6% of their works
- 4Signal Processing5% of their works
- 5Computational Theory and Mathematics4% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
- Machine Learning and Data Classification
- Data Mining Algorithms and Applications
- Bayesian Modeling and Causal Inference
- Imbalanced Data Classification Techniques
- Neural Networks and Applications
- Time Series Analysis and Forecasting
- Anomaly Detection Techniques and Applications
- Data Stream Mining Techniques
Which keywords describe Geoffrey I. Webb's research?
The keywords of their largest research topics: Classification, Deep Learning, Hyperparameter Optimization, Noisy Labels, Data Mining, Frequent Patterns, Neural Networks and Time Series.
- Unsupervised
- Concept Drift
- Self-Organizing Maps
- Clustering
- SMOTE
- Causal Inference
- Time Series
- Frequent Patterns
- Noisy Labels
- Deep Learning
- Classification
- Hyperparameter Optimization
- Data Mining
- Neural Networks
- Bayesian Networks
- Imbalanced Data
- Backpropagation Learning
- Dynamic Time Warping
- Anomaly Detection
- Data Streams
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 20 words, with their numbers
- Classification222 topics
- Deep Learning203 topics
- Hyperparameter Optimization141 topic
- Noisy Labels141 topic
- Data Mining131 topic
- Frequent Patterns131 topic
- Neural Networks132 topics
- Time Series132 topics
- Bayesian Networks81 topic
- Causal Inference81 topic
- Imbalanced Data81 topic
- SMOTE81 topic
- Backpropagation Learning71 topic
- Clustering71 topic
- Dynamic Time Warping71 topic
- Self-Organizing Maps71 topic
- Anomaly Detection61 topic
- Concept Drift61 topic
- Data Streams61 topic
- Unsupervised61 topic
Where does Geoffrey I. Webb work?
Geoffrey I. Webb's main affiliation in the publication record is Monash University, Australia.
How many publications and citations does Geoffrey I. Webb have?
Science Explorer counts 303 works and 1,553 citations for Geoffrey I. Webb, ranking #35,912 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.
Other researchers named Geoffrey I. Webb
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