Ruby C. Weng
Impact in
-
- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Media Technology top 1%
- Remote-Sensing Image Classification
Papers in
-
- Neural Networks and Applications 8
- Bayesian Methods and Mixture Models 4
-
- Advanced Statistical Methods and Models 7
- Statistical Distribution Estimation and Applications 4
- Statistical Methods and Bayesian Inference 4
- Co-authors
- Chih‐Jen Lin (13 shared papers)Tingfan Wu (2 shared papers)Hsuan-Tien Lin (1 shared paper)S. Sathiya Keerthi (2 shared papers)Ming‐Wei Chang (4 shared papers)Michael Woodroofe (2 shared papers)D. Stephen Coad (3 shared papers)
- Journals
- Journal of Machine Learning Research (4 papers)Journal of Statistical Planning and Inference (3 papers)Bayesian Analysis (2 papers)International Journal of Forecasting (1 paper)The American Statistician (1 paper)
- Partner nations
- TaiwanUnited KingdomUnited States
In The Last Decade
Ruby C. Weng
24 papers receiving 3.4k citations
Ruby C. Weng's Hit Papers
Peers
Comparison fields: 5 of 165
- Computer Vision and Pattern Recognition 1.2k
- Media Technology 407
- Artificial Intelligence 1.5k
- Signal Processing 345
- Statistics and Probability 144
Countries citing papers authored by Ruby C. Weng
This map shows the geographic impact of Ruby C. Weng'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 Ruby C. Weng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ruby C. Weng more than expected).
Fields of papers citing papers by Ruby C. Weng
This network shows the impact of papers produced by Ruby C. Weng. 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 Ruby C. Weng. The network helps show where Ruby C. Weng may publish in the future.
Co-authors
The 7 scholars most cited alongside Ruby C. Weng, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 26 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Probability Estimates for Multi-class Classification by Pairwise Coupling Hit paper breakdown → | 2004 | 1262 |
| 2 | Probability Estimates for Multi-Class Classification by Pairwise Coupling Hit paper breakdown → | 2003 | 862 |
| 3 | A note on Platt’s probabilistic outputs for support vector machines Hit paper breakdown → | 2007 | 661 |
| 4 | 2008 | 235 | |
| 5 | 2007 | 231 | |
| 6 | 2006 | 123 | |
| 7 | 2011 | 44 | |
| 8 | 2006 | 36 | |
| 9 | 2004 | 14 | |
| 10 | A Generalized Bradley-Terry Model: From Group Competition to Individual Skill | 2004 | 14 |
| 11 | 2010 | 12 | |
| 12 | INTEGRABLE EXPANSIONS FOR POSTERIOR DISTRIBUTIONS FOR MULTIPARAMETER EXPONENTIAL FAMILIES WITH APPLICATIONS TO SEQUENTIAL CONFIDENCE LEVELS | 2000 | 11 |
| 13 | 2008 | 7 | |
| 14 | 2016 | 7 | |
| 15 | 2002 | 5 | |
| 16 | Very weak expansions for sequentially designed experiments. | 1999 | 4 |
| 17 | ON STEIN'S IDENTITY FOR POSTERIOR NORMALITY | 2003 | 4 |
| 18 | 2015 | 3 | |
| 19 | 2012 | 3 | |
| 20 | 2003 | 3 |
About Ruby C. Weng
Ruby C. Weng is a scholar working on Artificial Intelligence, Statistics and Probability, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics and Signal Processing, having authored 26 papers that have together received 3.5k indexed citations. Recurring topics across this work include Neural Networks and Applications (8 papers), Advanced Statistical Methods and Models (7 papers), Statistical Distribution Estimation and Applications (4 papers), Face and Expression Recognition (4 papers), Statistical Methods and Bayesian Inference (4 papers), Bayesian Methods and Mixture Models (4 papers), Sports Analytics and Performance (3 papers) and Time Series Analysis and Forecasting (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.2k citations), Media Technology (407 citations), Artificial Intelligence (1.5k citations), Signal Processing (345 citations) and Statistics and Probability (144 citations). Ruby C. Weng has collaborated with scholars based in Taiwan, United Kingdom and United States. Frequent co-authors include Chih‐Jen Lin, Tingfan Wu, Hsuan-Tien Lin, S. Sathiya Keerthi, Ming‐Wei Chang, Michael Woodroofe and D. Stephen Coad. Their work appears in journals such as Journal of Machine Learning Research, Journal of Statistical Planning and Inference, Bayesian Analysis, International Journal of Forecasting and The American Statistician.
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.