David W. Scott
David W. Scott publishes mostly in Statistics and Probability, Artificial Intelligence and Civil and Structural Engineering, on topics such as Statistical Methods and Inference, Bayesian Methods and Mixture Models and Cancer Genomics and Diagnostics.
- World rank
- #104,625 of 1,633,909 ranked researchers
- Rank in United States
- #45,588 of 358,040
- Works
- 22
- Citations
- 542
- Citations per work
- 24.6
What does David W. Scott research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability35% of their works
- 2Artificial Intelligence20% of their works
- 3Civil and Structural Engineering10% of their works
- 4Molecular Biology10% of their works
- 5Cancer Research5% of their works
- 6Marketing5% of their works
Research topics
Which keywords describe David W. Scott's research?
The keywords of their largest research topics: Regularization, Variable Selection, Bayesian Inference, Deep Learning, Variational Inference, Clustering, Gaussian Processes and Machine Learning.
- Sparse Representations
- Semi-Supervised Learning
- RNA methylation
- Mutational Signatures
- Image Denoising
- Active Learning
- Machine Learning
- Clustering
- Deep Learning
- Variable Selection
- Regularization
- Bayesian Inference
- Variational Inference
- Gaussian Processes
- Mixture Models
- Cancer Genomics
- Mitochondria
- Probabilistic Models
- Reactive Oxygen Species
- Sparse Regression
- m6A-seq
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 21 words, with their numbers
- Regularization51 topic
- Variable Selection51 topic
- Bayesian Inference32 topics
- Deep Learning33 topics
- Variational Inference32 topics
- Clustering21 topic
- Gaussian Processes22 topics
- Machine Learning22 topics
- Mixture Models21 topic
- Active Learning11 topic
- Cancer Genomics11 topic
- Image Denoising11 topic
- Mitochondria11 topic
- Mutational Signatures11 topic
- Probabilistic Models11 topic
- RNA methylation11 topic
- Reactive Oxygen Species11 topic
- Semi-Supervised Learning11 topic
- Sparse Regression11 topic
- Sparse Representations11 topic
- m6A-seq11 topic
Where does David W. Scott work?
David W. Scott's main affiliation in the publication record is Rice University, United States.
How many publications and citations does David W. Scott have?
Science Explorer counts 22 works and 542 citations for David W. Scott, ranking #104,625 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 David W. Scott
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