Cheng Soon Ong
- Artificial Intelligence top 0.5%
- Molecular Biology top 10%
- Computer Vision and Pattern Recognition top 1%
- Cognitive Neuroscience top 5%
- Computational Theory and Mathematics top 2%
- Co-authors
- Joachim M. BuhmannKay H. BrodersenKlaas Ε. StephanAlexander J. SmolaGunnar RätschAlexander ZienSören SonnenburgS. V. N. Vishwanathan
- Topics
- Machine Learning and Algorithms (7 papers)Genomics and Phylogenetic Studies (7 papers)RNA and protein synthesis mechanisms (7 papers)
- Journals
- Nucleic Acids ResearchSHILAP Revista de lepidopterologíaBioinformatics
- Partner nations
- AustraliaSwitzerlandGermany
In The Last Decade
Cheng Soon Ong
60 papers receiving 4.1k citations
Hit Papers
Peers
Comparison fields: 5 of 207
- Artificial Intelligence 1.5k
- Molecular Biology 963
- Computer Vision and Pattern Recognition 750
- Cognitive Neuroscience 352
- Computational Theory and Mathematics 316
Countries citing papers authored by Cheng Soon Ong
This map shows the geographic impact of Cheng Soon Ong's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Cheng Soon Ong with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Cheng Soon Ong more than expected).
Fields of papers citing papers by Cheng Soon Ong
This network shows the impact of papers produced by Cheng Soon Ong. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Cheng Soon Ong. The network helps show where Cheng Soon Ong may publish in the future.
Co-authorship network of co-authors of Cheng Soon Ong
This figure shows the co-authorship network connecting the top 25 collaborators of Cheng Soon Ong. A scholar is included among the top collaborators of Cheng Soon Ong based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Cheng Soon Ong. Cheng Soon Ong is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | 1 | |
| 3 | 6 | |
| 4 | Disentangled behavioural representations | 10 |
| 5 | 4 | |
| 6 | Monge blunts Bayes: Hardness Results for Adversarial Training. | 1 |
| 7 | 101 | |
| 8 | Linking losses for density ratio and class-probability estimation | 7 |
| 9 | 2 | |
| 10 | Learning from Corrupted Binary Labels via Class-Probability Estimation | 64 |
| 11 | 7 | |
| 12 | Ellipsoidal Multiple Instance Learning | 10 |
| 13 | Part & Clamp: Efficient Structured Output Learning. | 1 |
| 14 | Learning Output Kernels with Block Coordinate Descent | 38 |
| 15 | Contextual Gaussian Process Bandit Optimization | 105 |
| 16 | 10 | |
| 17 | PALMA: Perfect Alignments using Large Margin Algorithms | 1 |
| 18 | Machine learning using hyperkernels | 14 |
| 19 | Hyperkernels | 3 |
| 20 | Knowledge Discovery in Databases: An Information Retrieval Perspective | 2 |
About Cheng Soon Ong
Cheng Soon Ong is a scholar working on Artificial Intelligence, Management Science and Operations Research and Aging, having authored 66 papers that have together received 4.2k indexed citations. Recurring topics across this work include Machine Learning and Algorithms (7 papers), Genomics and Phylogenetic Studies (7 papers) and RNA and protein synthesis mechanisms (7 papers). The work is most often cited by research in Artificial Intelligence (1.5k citations), Computer Vision and Pattern Recognition (750 citations) and Computational Mathematics (15 citations). Cheng Soon Ong has collaborated with scholars based in Australia, Switzerland and Germany. Frequent co-authors include Joachim M. Buhmann, Kay H. Brodersen, Klaas Ε. Stephan, Alexander J. Smola, Gunnar Rätsch, Alexander Zien, Sören Sonnenburg, S. V. N. Vishwanathan, Karsten Borgwardt and Stefan Schönauer. Their work appears in journals such as Nucleic Acids Research, SHILAP Revista de lepidopterología and Bioinformatics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.