Charith Peris
Charith Peris publishes mostly in Artificial Intelligence, Astronomy and Astrophysics and Safety Research, on topics such as Topic Modeling, Natural Language Processing Techniques and Privacy-Preserving Technologies in Data.
- World rank
- #2,870,716 of 7,710,434 ranked researchers
- Rank in United States
- #829,730 of 1,627,098
- Works
- 53
- Citations
- 348
- Citations per work
- 6.6
What does Charith Peris research?
Charith Peris's work is mostly in Computer Science (62%), Physics and Astronomy (17%), Engineering (4%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences4483.4%
- Computer Science3361.6%
- Physics and Astronomy917.4%
- Engineering24.4%
- Everything else713.0%
- Social Sciences23.6%
- Social Sciences23.6%
- 1Artificial Intelligence59% of their works
- 2Astronomy and Astrophysics17% of their works
- 3Safety Research4% of their works
- 4Biomedical Engineering2% of their works
- 5Computer Vision and Pattern Recognition2% of their works
- 6Computational Mechanics2% of their works
Research topics
Which keywords describe Charith Peris's research?
The keywords of their largest research topics: Neural Networks, Machine Learning, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation, Black Holes and Differential Privacy.
- Machine Learning Interpretability
- Semantic Web
- Fairness
- Deep Learning
- X-Ray Astronomy
- Differential Privacy
- Statistical Machine Translation
- Word Representation
- Machine Learning
- Neural Networks
- Machine Translation
- Neural Machine Translation
- Black Holes
- Federated Learning
- Adversarial Examples
- Ethics
- Ontology
- Interpretable Models
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 18 words, with their numbers
- Neural Networks262 topics
- Machine Learning223 topics
- Machine Translation201 topic
- Word Representation201 topic
- Neural Machine Translation161 topic
- Statistical Machine Translation161 topic
- Black Holes111 topic
- Differential Privacy111 topic
- Federated Learning111 topic
- X-Ray Astronomy111 topic
- Adversarial Examples61 topic
- Deep Learning61 topic
- Ethics51 topic
- Fairness51 topic
- Ontology51 topic
- Semantic Web51 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
Where does Charith Peris work?
Charith Peris's main affiliation in the publication record is Amazon (United States), United States.
How many publications and citations does Charith Peris have?
OpenAlex counts 53 works and 348 citations for Charith Peris, an h-index of 8, ranking #2,870,716 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 Charith Peris
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