Chris Fraley
Impact in
- Artificial Intelligence top 0.2%
- Bayesian Methods and Mixture Models
- Advanced Clustering Algorithms Research
- Statistics and Probability top 0.5%
- Statistical Methods and Applications
- Statistical Methods and Inference
Papers in
-
- Bayesian Methods and Mixture Models 15
- Advanced Clustering Algorithms Research 3
- Data Analysis with R 2
-
- Meteorological Phenomena and Simulations 5
- Co-authors
- Adrian E. Raftery (24 shared papers)Ka Yee Yeung (3 shared papers)Tilmann Gneiting (5 shared papers)Walter L. Ruzzo (1 shared paper)Alejandro Murua (1 shared paper)J. McLean Sloughter (3 shared papers)Fionn Murtagh (3 shared papers)Thomas Brendan Murphy (4 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)Statistical Analysis and Data Mining The ASA Data Science Journal (1 paper)
- Partner nations
- United StatesFranceUnited Kingdom
In The Last Decade
Chris Fraley
32 papers receiving 8.3k citations
Chris Fraley's Hit Papers
Peers
Comparison fields: 5 of 209
- Artificial Intelligence 3k
- Statistics and Probability 469
- Atmospheric Science 410
- Computational Mathematics 17
- Molecular Biology 1.1k
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 35 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 | 3098 |
| 2 | How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis Hit paper breakdown → | 1998 | 1923 |
| 3 | 2001 | 634 | |
| 4 | 1999 | 366 | |
| 5 | 2007 | 352 | |
| 6 | MCLUST Version 3 for R: Normal Mixture Modeling and Model-Based Clustering † | 2007 | 295 |
| 7 | 2007 | 294 | |
| 8 | 2003 | 267 | |
| 9 | 1998 | 232 | |
| 10 | 2007 | 218 | |
| 11 | 1998 | 198 | |
| 12 | Model-Based Clustering, Classification, and Density Estimation Using mclust in R Hit paper breakdown → | 2023 | 175 |
| 13 | 2009 | 128 | |
| 14 | 1997 | 115 | |
| 15 | 2005 | 94 | |
| 16 | 1997 | 54 | |
| 17 | 2004 | 54 | |
| 18 | 2005 | 52 | |
| 19 | 1999 | 41 | |
| 20 | 2011 | 33 |
About Chris Fraley
Chris Fraley is a scholar working on Artificial Intelligence, Atmospheric Science, Statistics and Probability, Applied Mathematics and Industrial and Manufacturing Engineering, having authored 35 papers that have together received 8.8k indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (15 papers), Meteorological Phenomena and Simulations (5 papers), Advanced Clustering Algorithms Research (3 papers), Statistical Methods and Inference (2 papers), Data Analysis with R (2 papers), Point processes and geometric inequalities (2 papers), Industrial Vision Systems and Defect Detection (2 papers) and Gene expression and cancer classification (2 papers). The work is most often cited by research in Artificial Intelligence (3k citations), Statistics and Probability (469 citations), Atmospheric Science (410 citations), Computational Mathematics (17 citations) and Molecular Biology (1.1k citations). Chris Fraley has collaborated with scholars based in United States, France and United Kingdom. Frequent co-authors include Adrian E. Raftery, Ka Yee Yeung, Tilmann Gneiting, Walter L. Ruzzo, Alejandro Murua, J. McLean Sloughter, Fionn Murtagh, Thomas Brendan Murphy, Luca Scrucca and Eric D. Feigelson. 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 Statistical Analysis and Data Mining The ASA Data Science 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.