Mark A. Davenport
Mark A. Davenport publishes mostly in Artificial Intelligence, Computational Mechanics and Computer Vision and Pattern Recognition, on topics such as Sparse and Compressive Sensing Techniques, Face and Expression Recognition and Machine Learning and Algorithms.
- World rank
- #33,359 of 1,633,909 ranked researchers
- Rank in United States
- #15,535 of 358,040
- Works
- 33
- Citations
- 1k
- Citations per work
- 30.3
What does Mark A. Davenport 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
- 2Computational Mechanics14% of their works
- 3Computer Vision and Pattern Recognition14% of their works
- 4Signal Processing8% of their works
- 5Applied Mathematics6% of their works
- 6Mathematical Physics6% of their works
Research topics
Which keywords describe Mark A. Davenport's research?
The keywords of their largest research topics: Sparse Representation, Deep Learning, Compressed Sensing, Signal Recovery, Machine Learning, Dimensionality Reduction, Face Recognition and Active Learning.
- Unsupervised
- Medical Image Analysis
- High-Content Screening
- Backpropagation Learning
- Semi-Supervised Learning
- Independent Component Analysis
- Active Learning
- Dimensionality Reduction
- Signal Recovery
- Deep Learning
- Sparse Representation
- Compressed Sensing
- Machine Learning
- Face Recognition
- Blind Separation
- Neural Networks
- Anomaly Detection
- Bioimage Analysis
- Histopathology Images
- Self-Organizing Maps
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
- Sparse Representation103 topics
- Deep Learning65 topics
- Compressed Sensing51 topic
- Signal Recovery51 topic
- Machine Learning43 topics
- Dimensionality Reduction31 topic
- Face Recognition31 topic
- Active Learning21 topic
- Blind Separation21 topic
- Independent Component Analysis21 topic
- Neural Networks22 topics
- Semi-Supervised Learning21 topic
- Anomaly Detection11 topic
- Backpropagation Learning11 topic
- Bioimage Analysis11 topic
- High-Content Screening11 topic
- Histopathology Images11 topic
- Medical Image Analysis11 topic
- Self-Organizing Maps11 topic
- Unsupervised11 topic
Where does Mark A. Davenport work?
Mark A. Davenport's main affiliation in the publication record is Georgia Institute of Technology, United States.
How many publications and citations does Mark A. Davenport have?
Science Explorer counts 33 works and 1,000 citations for Mark A. Davenport, ranking #33,359 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.