Cheng Soon Ong
Cheng Soon Ong publishes mostly in Artificial Intelligence, Molecular Biology and Materials Chemistry, on topics such as Machine Learning and Data Classification, Genomics and Phylogenetic Studies and Protein Structure and Dynamics.
- World rank
- #202,788 of 1,633,909 ranked researchers
- Rank in Australia
- #5,829 of 35,497
- Works
- 45
- Citations
- 256
- Citations per work
- 5.7
What does Cheng Soon Ong research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence24% of their works
- 2Molecular Biology17% of their works
- 3Materials Chemistry5% of their works
- 4Statistical and Nonlinear Physics5% of their works
- 5Computer Vision and Pattern Recognition5% of their works
- 6Management Science and Operations Research3% of their works
Research topics
Which keywords describe Cheng Soon Ong's research?
The keywords of their largest research topics: Hyperparameter Optimization, Deep Learning, Machine Learning, Molecular Dynamics, Instance Selection, Noisy Labels, Bandit Optimization and Bayesian Optimization.
- sequence alignment
- Structure
- RNA-Seq
- Neural Networks
- High-Throughput
- Graph Matching
- Bayesian Optimization
- Noisy Labels
- Molecular Dynamics
- Deep Learning
- Hyperparameter Optimization
- Machine Learning
- Instance Selection
- Bandit Optimization
- Gaussian Processes
- Graph Processing
- Materials Informatics
- Protein
- Self-Organizing Maps
- Variational Inference
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
- Hyperparameter Optimization52 topics
- Deep Learning42 topics
- Machine Learning42 topics
- Molecular Dynamics42 topics
- Instance Selection31 topic
- Noisy Labels31 topic
- Bandit Optimization21 topic
- Bayesian Optimization21 topic
- Gaussian Processes21 topic
- Graph Matching21 topic
- Graph Processing21 topic
- High-Throughput21 topic
- Materials Informatics21 topic
- Neural Networks21 topic
- Protein21 topic
- RNA-Seq21 topic
- Self-Organizing Maps21 topic
- Structure21 topic
- Variational Inference21 topic
- sequence alignment21 topic
Where does Cheng Soon Ong work?
Cheng Soon Ong's main affiliation in the publication record is Data61, Australia.
How many publications and citations does Cheng Soon Ong have?
Science Explorer counts 45 works and 256 citations for Cheng Soon Ong, ranking #202,788 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.