Fredrik Lindsten
Impact in
- Artificial Intelligence top 2%
- Target Tracking and Data Fusion in Sensor Networks
- Gaussian Processes and Bayesian Inference
- Bayesian Methods and Mixture Models
- Statistics and Probability top 2%
- Markov Chains and Monte Carlo Methods
- Statistical Methods and Bayesian Inference
Papers in
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- Target Tracking and Data Fusion in Sensor Networks 27
- Gaussian Processes and Bayesian Inference 26
- Bayesian Methods and Mixture Models 17
- Bayesian Modeling and Causal Inference 6
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- Fault Detection and Control Systems 16
- Control Systems and Identification 11
- Co-authors
- Thomas B. Schön (34 shared papers)Michael I. Jordan (4 shared papers)Henrik Ohlsson (3 shared papers)Lennart Ljung (2 shared papers)Fredrik Gustafsson (3 shared papers)Christian A. Naesseth (8 shared papers)Emre Özkan (1 shared paper)Carsten Fritsche (1 shared paper)
- Journals
- Mechanical Systems and Signal Processing (2 papers)Automatica (2 papers)IEEE Journal of Selected Topics in Signal Processing (1 paper)Scandinavian Journal of Statistics (1 paper)Nature Communications (1 paper)
- Partner nations
- SwedenUnited KingdomUnited States
In The Last Decade
Fredrik Lindsten
59 papers receiving 1.0k citations
Peers
Comparison fields: 5 of 94
- Artificial Intelligence 637
- Statistics and Probability 143
- Control and Systems Engineering 341
- Statistics, Probability and Uncertainty 60
- Signal Processing 63
Countries citing papers authored by Fredrik Lindsten
This map shows the geographic impact of Fredrik Lindsten'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 Fredrik Lindsten with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fredrik Lindsten more than expected).
Fields of papers citing papers by Fredrik Lindsten
This network shows the impact of papers produced by Fredrik Lindsten. 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 Fredrik Lindsten. The network helps show where Fredrik Lindsten may publish in the future.
Co-authors
The 25 scholars most cited alongside Fredrik Lindsten, 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 63 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2013 | 83 | |
| 2 | 2014 | 67 | |
| 3 | 2014 | 62 | |
| 4 | 2011 | 55 | |
| 5 | 2013 | 51 | |
| 6 | 2018 | 49 | |
| 7 | 2013 | 47 | |
| 8 | Rao-Blackwellised particle methods for inference and identification | 2011 | 47 |
| 9 | Just Relax and Come Clustering! : A Convexification of k-Means Clustering | 2011 | 36 |
| 10 | 2013 | 32 | |
| 11 | 2012 | 27 | |
| 12 | 2013 | 25 | |
| 13 | 2010 | 24 | |
| 14 | 2015 | 23 | |
| 15 | 2015 | 22 | |
| 16 | 2012 | 22 | |
| 17 | 2019 | 20 | |
| 18 | 2017 | 20 | |
| 19 | 2013 | 18 | |
| 20 | 2013 | 18 |
About Fredrik Lindsten
Fredrik Lindsten is a scholar working on Artificial Intelligence, Control and Systems Engineering, Statistics and Probability, Signal Processing and Computer Networks and Communications, having authored 63 papers that have together received 1.1k indexed citations. Recurring topics across this work include Target Tracking and Data Fusion in Sensor Networks (27 papers), Gaussian Processes and Bayesian Inference (26 papers), Bayesian Methods and Mixture Models (17 papers), Fault Detection and Control Systems (16 papers), Markov Chains and Monte Carlo Methods (13 papers), Control Systems and Identification (11 papers), Statistical Methods and Bayesian Inference (6 papers) and Bayesian Modeling and Causal Inference (6 papers). The work is most often cited by research in Artificial Intelligence (637 citations), Statistics and Probability (143 citations), Control and Systems Engineering (341 citations), Statistics, Probability and Uncertainty (60 citations) and Signal Processing (63 citations). Fredrik Lindsten has collaborated with scholars based in Sweden, United Kingdom and United States. Frequent co-authors include Thomas B. Schön, Michael I. Jordan, Henrik Ohlsson, Lennart Ljung, Fredrik Gustafsson, Christian A. Naesseth, Emre Özkan, Carsten Fritsche, Carl Edward Rasmussen and Andreas Svensson. Their work appears in journals such as Mechanical Systems and Signal Processing, Automatica, IEEE Journal of Selected Topics in Signal Processing, Scandinavian Journal of Statistics and Nature Communications.
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.