Geoffrey Holmes
Geoffrey Holmes publishes mostly in Artificial Intelligence, Information Systems and Signal Processing, on topics such as Machine Learning and Data Classification, Data Stream Mining Techniques and Data Mining Algorithms and Applications.
- World rank
- #67,879 of 1,633,909 ranked researchers
- Rank in New Zealand
- #175 of 4,714
- Works
- 64
- Citations
- 537
- Citations per work
- 8.4
What does Geoffrey Holmes 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
- 2Information Systems11% of their works
- 3Signal Processing6% of their works
- 4Biomedical Engineering5% of their works
- 5Computational Theory and Mathematics3% of their works
- 6Computer Vision and Pattern Recognition3% of their works
Research topics
Which keywords describe Geoffrey Holmes's research?
The keywords of their largest research topics: Classification, Hyperparameter Optimization, Noisy Labels, Concept Drift, Data Streams, Data Mining, Deep Learning and Frequent Patterns.
- SMOTE
- Imbalanced Data
- GPS Trajectories
- Clustering
- Anomaly Detection
- Frequent Patterns
- Data Mining
- Concept Drift
- Hyperparameter Optimization
- Classification
- Noisy Labels
- Data Streams
- Deep Learning
- Time Series
- Unsupervised
- Dynamic Time Warping
- Granular Computing
- Rough Sets
- Trajectory Data Mining
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
- Classification162 topics
- Hyperparameter Optimization131 topic
- Noisy Labels131 topic
- Concept Drift81 topic
- Data Streams81 topic
- Data Mining71 topic
- Deep Learning72 topics
- Frequent Patterns71 topic
- Time Series72 topics
- Anomaly Detection41 topic
- Unsupervised41 topic
- Clustering31 topic
- Dynamic Time Warping31 topic
- GPS Trajectories31 topic
- Granular Computing31 topic
- Imbalanced Data31 topic
- Rough Sets31 topic
- SMOTE31 topic
- Trajectory Data Mining31 topic
Where does Geoffrey Holmes work?
Geoffrey Holmes's main affiliation in the publication record is University of Waikato, New Zealand.
How many publications and citations does Geoffrey Holmes have?
Science Explorer counts 64 works and 537 citations for Geoffrey Holmes, ranking #67,879 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 Holmes
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