Chris Fraley
Impact in
- Statistics and Probability top 0.5%
- Statistical Methods and Bayesian Inference
- Artificial Intelligence top 0.2%
- Bayesian Methods and Mixture Models
- Advanced Clustering Algorithms Research
Papers in
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- Bayesian Methods and Mixture Models 14
- Advanced Clustering Algorithms Research 8
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- Statistical Methods and Inference 5
- Co-authors
- Adrian E. Raftery (23 shared papers)Tilmann Gneiting (5 shared papers)Ka Yee Yeung (3 shared papers)Alejandro Murua (1 shared paper)Walter L. Ruzzo (1 shared paper)J. M. Sloughter (3 shared papers)Fionn Murtagh (3 shared papers)Luca Scrucca (3 shared papers)
- Journals
- Journal of Classification (4 papers)Journal of the American Statistical Association (3 papers)Monthly Weather Review (2 papers)SIAM Journal on Scientific Computing (2 papers)The Computer Journal (1 paper)
- Partner nations
- United StatesUnited KingdomFrance
In The Last Decade
Chris Fraley
37 papers receiving 7.7k citations
Chris Fraley's Hit Papers
Peers
Comparison fields: 5 of 216
- Statistics and Probability 873
- Artificial Intelligence 2.9k
- Signal Processing 680
- Computer Vision and Pattern Recognition 635
- Global and Planetary Change 660
Countries citing papers authored by Chris Fraley
This map shows the geographic impact of Chris Fraley'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 Chris Fraley with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Chris Fraley more than expected).
Fields of papers citing papers by Chris Fraley
This network shows the impact of papers produced by Chris Fraley. 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 Chris Fraley. The network helps show where Chris Fraley may publish in the future.
Co-authors
The 25 scholars most cited alongside Chris Fraley, 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 37 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Model-Based Clustering, Discriminant Analysis, and Density Estimation Hit paper breakdown → | 2002 | 2813 |
| 2 | How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis Hit paper breakdown → | 1998 | 1729 |
| 3 | Model-based clustering and data transformations for gene expression data Hit paper breakdown → | 2001 | 574 |
| 4 | 1999 | 327 | |
| 5 | 2007 | 325 | |
| 6 | 2006 | 299 | |
| 7 | MCLUST Version 3 for R: Normal Mixture Modeling and Model-Based Clustering † | 2007 | 277 |
| 8 | 2007 | 263 | |
| 9 | 2003 | 238 | |
| 10 | 2007 | 176 | |
| 11 | 1998 | 172 | |
| 12 | 1998 | 168 | |
| 13 | Model-Based Clustering, Classification, and Density Estimation Using mclust in R Hit paper breakdown → | 2023 | 135 |
| 14 | 2009 | 117 | |
| 15 | 1997 | 96 | |
| 16 | 2005 | 83 | |
| 17 | 1997 | 50 | |
| 18 | 2004 | 43 | |
| 19 | 2005 | 42 | |
| 20 | Model-based Methods of Classification: Using the mclust Software in Chemometrics | 2007 | 32 |
About Chris Fraley
Chris Fraley is a scholar working on Artificial Intelligence, Statistics and Probability, Atmospheric Science, Molecular Biology and Signal Processing, having authored 37 papers that have together received 8.2k indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (14 papers), Advanced Clustering Algorithms Research (8 papers), Statistical Methods and Inference (5 papers), Meteorological Phenomena and Simulations (5 papers), Climate variability and models (4 papers), Hydrology and Drought Analysis (4 papers), Gene expression and cancer classification (3 papers) and Data Management and Algorithms (3 papers). The work is most often cited by research in Statistics and Probability (873 citations), Artificial Intelligence (2.9k citations), Signal Processing (680 citations), Computer Vision and Pattern Recognition (635 citations) and Global and Planetary Change (660 citations). Chris Fraley has collaborated with scholars based in United States, United Kingdom and France. Frequent co-authors include Adrian E. Raftery, Tilmann Gneiting, Ka Yee Yeung, Alejandro Murua, Walter L. Ruzzo, J. M. Sloughter, Fionn Murtagh, Luca Scrucca, Denis Allard and Thomas Brendan Murphy. Their work appears in journals such as Journal of Classification, Journal of the American Statistical Association, Monthly Weather Review, SIAM Journal on Scientific Computing and The Computer Journal.
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.