David J. Hand
David J. Hand publishes mostly in Artificial Intelligence, Statistics and Probability and Information Systems, on topics such as Data Mining Algorithms and Applications, Imbalanced Data Classification Techniques and Advanced Statistical Methods and Models.
- World rank
- #7,400 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #628 of 90,785
- Works
- 136
- Citations
- 1.3k
- Citations per work
- 9.6
What does David J. Hand research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence22% of their works
- 2Statistics and Probability12% of their works
- 3Information Systems6% of their works
- 4Computational Theory and Mathematics5% of their works
- 5Computer Networks and Communications4% of their works
- 6Sociology and Political Science3% of their works
Research topics
Which keywords describe David J. Hand's research?
The keywords of their largest research topics: Data Mining, Frequent Patterns, Classification, Imbalanced Data, Multicollinearity, Regression Analysis, Bayesian Networks and Causal Inference.
- Mixture Models
- Digital Epidemiology
- Continuous Queries
- Self-Organizing Maps
- Causal Inference
- Regression Analysis
- Imbalanced Data
- Frequent Patterns
- Data Mining
- Classification
- Multicollinearity
- Bayesian Networks
- Neural Networks
- Clustering
- Data Stream Management
- Disease Surveillance
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 16 words, with their numbers
- Data Mining81 topic
- Frequent Patterns81 topic
- Classification71 topic
- Imbalanced Data71 topic
- Multicollinearity51 topic
- Regression Analysis51 topic
- Bayesian Networks41 topic
- Causal Inference41 topic
- Neural Networks41 topic
- Self-Organizing Maps41 topic
- Clustering31 topic
- Continuous Queries31 topic
- Data Stream Management31 topic
- Digital Epidemiology31 topic
- Disease Surveillance31 topic
- Mixture Models31 topic
Where does David J. Hand work?
David J. Hand's main affiliation in the publication record is Imperial College London, United Kingdom.
How many publications and citations does David J. Hand have?
Science Explorer counts 136 works and 1,308 citations for David J. Hand, ranking #7,400 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.