Deb Roy
Deb Roy publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Developmental and Educational Psychology, on topics such as Topic Modeling, Speech and dialogue systems and Natural Language Processing Techniques.
- World rank
- #3,128 of 1,633,909 ranked researchers
- Rank in United States
- #1,448 of 358,040
- Works
- 69
- Citations
- 2.3k
- Citations per work
- 34.0
What does Deb Roy research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence36% of their works
- 2Computer Vision and Pattern Recognition11% of their works
- 3Developmental and Educational Psychology7% of their works
- 4Law4% of their works
- 5General Social Sciences4% of their works
- 6Signal Processing4% of their works
Research topics
Which keywords describe Deb Roy's research?
The keywords of their largest research topics: Topic Modeling, Neural Networks, Machine Translation, Word Representation, Markov Decision Processes, Spoken Dialogue Systems, Convolutional Neural Networks and Deep Learning.
- Automatic
- Sentiment Analysis
- Music Information Retrieval
- Computational Text Analysis
- Acoustic Modeling
- Neural Machine Translation
- Deep Learning
- Spoken Dialogue Systems
- Word Representation
- Neural Networks
- Topic Modeling
- Machine Translation
- Markov Decision Processes
- Convolutional Neural Networks
- Machine Learning
- Statistical Machine Translation
- Audio Signal Classification
- Deep Neural Networks
- Opinion Mining
- Social Science Research
- Extraction
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
- Topic Modeling122 topics
- Neural Networks112 topics
- Machine Translation91 topic
- Word Representation91 topic
- Markov Decision Processes71 topic
- Spoken Dialogue Systems71 topic
- Convolutional Neural Networks62 topics
- Deep Learning62 topics
- Machine Learning62 topics
- Neural Machine Translation51 topic
- Statistical Machine Translation51 topic
- Acoustic Modeling31 topic
- Audio Signal Classification31 topic
- Computational Text Analysis31 topic
- Deep Neural Networks31 topic
- Music Information Retrieval31 topic
- Opinion Mining31 topic
- Sentiment Analysis31 topic
- Social Science Research31 topic
- Automatic21 topic
- Extraction21 topic
Where does Deb Roy work?
Deb Roy's main affiliation in the publication record is Massachusetts Institute of Technology, United States.
How many publications and citations does Deb Roy have?
Science Explorer counts 69 works and 2,346 citations for Deb Roy, ranking #3,128 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.