Charith Peris
Charith Peris publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Safety Research, on topics such as Explainable Artificial Intelligence (XAI), Ethics and Social Impacts of AI and Adversarial Robustness in Machine Learning.
- World rank
- #5,192,252 of 7,710,434 ranked researchers
- Rank in United States
- #1,333,176 of 1,627,098
- Works
- 18
- Citations
- 0
What does Charith Peris research?
Charith Peris's work is mostly in Computer Science (84%), Social Sciences (12%).
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 Sciences1584.2%
- Computer Science1584.2%
- Social Sciences211.8%
- Social Sciences211.8%
- Everything else14.0%
- 1Artificial Intelligence53% of their works
- 2Computer Vision and Pattern Recognition18% of their works
- 3Safety Research12% of their works
- 4Signal Processing6% of their works
- 5Computer Science Applications4% of their works
- 6Human-Computer Interaction4% of their works
Research topics
Which keywords describe Charith Peris's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Neural Networks, Ethics, Fairness, Interpretable Models, Machine Learning Interpretability and Adversarial Examples.
- Robotics
- Word Representation
- Spoken Dialogue Systems
- Markov Decision Processes
- Detection
- Robustness
- Adversarial Examples
- Interpretable Models
- Ethics
- Deep Learning
- Machine Learning
- Neural Networks
- Fairness
- Machine Learning Interpretability
- Reinforcement Learning
- Android Malware
- Machine Translation
- Reversible Data Embedding
- Steganography
- Autonomous Control
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 20 words, with their numbers
- Machine Learning143 topics
- Deep Learning134 topics
- Neural Networks103 topics
- Ethics61 topic
- Fairness61 topic
- Interpretable Models61 topic
- Machine Learning Interpretability61 topic
- Adversarial Examples51 topic
- Reinforcement Learning52 topics
- Robustness51 topic
- Android Malware31 topic
- Detection31 topic
- Machine Translation31 topic
- Markov Decision Processes31 topic
- Reversible Data Embedding31 topic
- Spoken Dialogue Systems31 topic
- Steganography31 topic
- Word Representation31 topic
- Autonomous Control21 topic
- Robotics21 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 18 works and 0 citations for Charith Peris, an h-index of 0, ranking #5,192,252 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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Discussion
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