Donlapark Ponnoprat
Donlapark Ponnoprat publishes mostly in Artificial Intelligence, Statistics and Probability and Applied Mathematics, on topics such as Privacy-Preserving Technologies in Data, Statistical Methods and Inference and Adversarial Robustness in Machine Learning.
- World rank
- #4,629,292 of 7,710,434 ranked researchers
- Rank in Thailand
- #12,418 of 23,698
- Works
- 24
- Citations
- 92
- Citations per work
- 3.8
What does Donlapark Ponnoprat research?
Donlapark Ponnoprat's work is mostly in Computer Science (41%), Mathematics (22%), Medicine (5%).
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 Sciences1562.8%
- Computer Science1040.7%
- Mathematics522.1%
- Everything else832.1%
- Health Sciences15.1%
- Medicine15.1%
- 1Artificial Intelligence30% of their works
- 2Statistics and Probability15% of their works
- 3Applied Mathematics7% of their works
- 4Computational Theory and Mathematics5% of their works
- 5Radiology, Nuclear Medicine and Imaging5% of their works
- 6Computer Vision and Pattern Recognition5% of their works
Research topics
- Privacy-Preserving Technologies in Data
- Statistical Methods and Inference
- Adversarial Robustness in Machine Learning
- Topological and Geometric Data Analysis
- Medical Image Segmentation Techniques
- Markov Chains and Monte Carlo Methods
- Computational Physics and Python Applications
- Explainable Artificial Intelligence (XAI)
Which keywords describe Donlapark Ponnoprat's research?
The keywords of their largest research topics: Machine Learning, Model Selection, Deep Learning, Differential Privacy, Federated Learning, Data Analysis, Regularization and Variable Selection.
- Scientific Computing
- Machine Learning Interpretability
- Topological Methods
- Persistent Homology
- Markov Chain
- Bayesian Monte Carlo
- Variable Selection
- Data Analysis
- Differential Privacy
- Model Selection
- Machine Learning
- Deep Learning
- Federated Learning
- Regularization
- Adversarial Examples
- Image Segmentation
- Medical Image Analysis
- Robustness
- Interpretable Models
- Python
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
- Machine Learning144 topics
- Model Selection72 topics
- Deep Learning62 topics
- Differential Privacy61 topic
- Federated Learning61 topic
- Data Analysis52 topics
- Regularization41 topic
- Variable Selection41 topic
- Adversarial Examples31 topic
- Bayesian Monte Carlo31 topic
- Image Segmentation31 topic
- Markov Chain31 topic
- Medical Image Analysis31 topic
- Persistent Homology31 topic
- Robustness31 topic
- Topological Methods31 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Python21 topic
- Scientific Computing21 topic
Where does Donlapark Ponnoprat work?
Donlapark Ponnoprat's main affiliation in the publication record is Chiang Mai University, Thailand.
How many publications and citations does Donlapark Ponnoprat have?
OpenAlex counts 24 works and 92 citations for Donlapark Ponnoprat, an h-index of 2, ranking #4,629,292 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
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