Fred Daum
Impact in
- Artificial Intelligence top 0.5%
- Target Tracking and Data Fusion in Sensor Networks
- Gaussian Processes and Bayesian Inference
- Aerospace Engineering top 1%
- Radar Systems and Signal Processing
- Inertial Sensor and Navigation
Papers in
-
- Target Tracking and Data Fusion in Sensor Networks 39
- Gaussian Processes and Bayesian Inference 10
- Quantum Information and Cryptography 6
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- Statistical Mechanics and Entropy 8
- Co-authors
- Jim Huang (46 shared papers)Yaakov Bar‐Shalom (7 shared papers)Jong‐Chin Huang (1 shared paper)R.J. Fitzgerald (1 shared paper)Peter Willett (7 shared papers)Liyi Dai (2 shared papers)Richard W. Osborne (3 shared papers)Shozo Mori (1 shared paper)
- Journals
- IEEE Aerospace and Electronic Systems Magazine (10 papers)IEEE Transactions on Aerospace and Electronic Systems (5 papers)IEEE Transactions on Automatic Control (4 papers)Gastroenterology (1 paper)IEEE Control Systems (1 paper)
- Partner nations
- United StatesItaly
In The Last Decade
Fred Daum
88 papers receiving 2.6k citations
Fred Daum's Hit Papers
Peers
Comparison fields: 5 of 99
- Artificial Intelligence 1.8k
- Aerospace Engineering 891
- Statistics, Probability and Uncertainty 191
- Statistics and Probability 203
- Computational Mathematics 14
Countries citing papers authored by Fred Daum
This map shows the geographic impact of Fred Daum'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 Fred Daum with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fred Daum more than expected).
Fields of papers citing papers by Fred Daum
This network shows the impact of papers produced by Fred Daum. 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 Fred Daum. The network helps show where Fred Daum may publish in the future.
Co-authors
The 25 scholars most cited alongside Fred Daum, 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 91 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | The probabilistic data association filter Hit paper breakdown → | 2009 | 563 |
| 2 | Nonlinear filters: beyond the Kalman filter Hit paper breakdown → | 2005 | 522 |
| 3 | 2004 | 222 | |
| 4 | 1986 | 125 | |
| 5 | 1983 | 102 | |
| 6 | 2010 | 102 | |
| 7 | 2009 | 91 | |
| 8 | 2008 | 57 | |
| 9 | 2013 | 50 | |
| 10 | 2011 | 47 | |
| 11 | 2007 | 44 | |
| 12 | 2009 | 44 | |
| 13 | 1990 | 36 | |
| 14 | 2010 | 32 | |
| 15 | 2010 | 32 | |
| 16 | 1987 | 31 | |
| 17 | 2008 | 28 | |
| 18 | 2011 | 26 | |
| 19 | 2013 | 25 | |
| 20 | 2011 | 25 |
About Fred Daum
Fred Daum is a scholar working on Artificial Intelligence, Statistical and Nonlinear Physics, Aerospace Engineering, Control and Systems Engineering and Computer Networks and Communications, having authored 91 papers that have together received 2.7k indexed citations. Recurring topics across this work include Target Tracking and Data Fusion in Sensor Networks (39 papers), Gaussian Processes and Bayesian Inference (10 papers), Probabilistic and Robust Engineering Design (9 papers), Distributed Sensor Networks and Detection Algorithms (9 papers), Control Systems and Identification (8 papers), Statistical Mechanics and Entropy (8 papers), Groundwater flow and contamination studies (7 papers) and Quantum Information and Cryptography (6 papers). The work is most often cited by research in Artificial Intelligence (1.8k citations), Aerospace Engineering (891 citations), Statistics, Probability and Uncertainty (191 citations), Statistics and Probability (203 citations) and Computational Mathematics (14 citations). Fred Daum has collaborated with scholars based in United States and Italy. Frequent co-authors include Jim Huang, Yaakov Bar‐Shalom, Jong‐Chin Huang, R.J. Fitzgerald, Peter Willett, Liyi Dai, Richard W. Osborne, Shozo Mori, Roy L. Streit and Kristine L. Bell. Their work appears in journals such as IEEE Aerospace and Electronic Systems Magazine, IEEE Transactions on Aerospace and Electronic Systems, IEEE Transactions on Automatic Control, Gastroenterology and IEEE Control Systems.
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.