Michael Collins
Michael Collins publishes mostly in Artificial Intelligence, Aerospace Engineering and Atmospheric Science, on topics such as Natural Language Processing Techniques, Topic Modeling and Synthetic Aperture Radar (SAR) Applications and Techniques.
- World rank
- #19,042 of 1,633,909 ranked researchers
- Rank in Canada
- #550 of 38,960
- Works
- 48
- Citations
- 732
- Citations per work
- 15.3
What does Michael Collins research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence29% of their works
- 2Aerospace Engineering8% of their works
- 3Atmospheric Science8% of their works
- 4Environmental Engineering5% of their works
- 5Computer Vision and Pattern Recognition5% of their works
- 6Signal Processing5% of their works
Research topics
Which keywords describe Michael Collins's research?
The keywords of their largest research topics: Remote Sensing, Neural Machine Translation, Neural Networks, SAR Interferometry, Semi-Supervised Learning, Statistical Machine Translation, Surface Deformation Monitoring and Word Representation.
- Transfer Learning
- Glacier
- Deep Neural Networks
- Active Learning
- Soil Moisture
- Word Representation
- Statistical Machine Translation
- SAR Interferometry
- Neural Machine Translation
- Remote Sensing
- Neural Networks
- Semi-Supervised Learning
- Surface Deformation Monitoring
- Satellite Observations
- Acoustic Modeling
- Climate Change
- Domain Adaptation
- Machine Learning
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 18 words, with their numbers
- Remote Sensing52 topics
- Neural Machine Translation41 topic
- Neural Networks41 topic
- SAR Interferometry41 topic
- Semi-Supervised Learning42 topics
- Statistical Machine Translation41 topic
- Surface Deformation Monitoring41 topic
- Word Representation41 topic
- Satellite Observations31 topic
- Soil Moisture31 topic
- Acoustic Modeling21 topic
- Active Learning21 topic
- Climate Change21 topic
- Deep Neural Networks21 topic
- Domain Adaptation21 topic
- Glacier21 topic
- Machine Learning21 topic
- Transfer Learning21 topic
Where does Michael Collins work?
Michael Collins's main affiliation in the publication record is University of Calgary, Canada.
How many publications and citations does Michael Collins have?
Science Explorer counts 48 works and 732 citations for Michael Collins, ranking #19,042 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 Michael Collins
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