Andreas Ruttor
Impact in
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- Chaos-based Image/Signal Encryption
- Artificial Intelligence top 10%
- Neural Networks and Applications
- Gaussian Processes and Bayesian Inference
Papers in
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- Gaussian Processes and Bayesian Inference 7
- Neural Networks and Applications 5
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- Control Systems and Identification 5
- Co-authors
- Wolfgang Kinzel (5 shared papers)Manfred Opper (12 shared papers)Ido Kanter (4 shared papers)Guido Sanguinetti (4 shared papers)Cédric Archambeau (1 shared paper)Einat Klein (1 shared paper)Florian Stimberg (3 shared papers)Luís F. Seoane (1 shared paper)
- Journals
- Bioinformatics (1 paper)Physical Review Letters (1 paper)Physical review. E (1 paper)Biology Methods and Protocols (1 paper)Edinburgh Research Explorer (University of Edinburgh) (1 paper)
- Partner nations
- GermanyIsraelUnited Kingdom
In The Last Decade
Andreas Ruttor
19 papers receiving 241 citations
Peers
Comparison fields: 5 of 42
- Computer Vision and Pattern Recognition 101
- Artificial Intelligence 151
- Hardware and Architecture 29
- Computational Theory and Mathematics 42
- Statistics, Probability and Uncertainty 18
Countries citing papers authored by Andreas Ruttor
This map shows the geographic impact of Andreas Ruttor'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 Andreas Ruttor with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andreas Ruttor more than expected).
Fields of papers citing papers by Andreas Ruttor
This network shows the impact of papers produced by Andreas Ruttor. 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 Andreas Ruttor. The network helps show where Andreas Ruttor may publish in the future.
Co-authors
The 12 scholars most cited alongside Andreas Ruttor, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2006 | 47 | |
| 2 | 2007 | 39 | |
| 3 | 2004 | 29 | |
| 4 | 2018 | 22 | |
| 5 | 2009 | 22 | |
| 6 | Synchronization of neural networks by mutual learning and its application to cryptography | 2004 | 21 |
| 7 | 2009 | 20 | |
| 8 | Approximate Gaussian process inference for the drift function in stochastic differential equations | 2013 | 14 |
| 9 | Approximate inference in continuous time Gaussian-Jump processes | 2010 | 13 |
| 10 | 2004 | 10 | |
| 11 | Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach | 2012 | 6 |
| 12 | Approximate Inference for Stochastic Reaction processes. | 2010 | 5 |
| 13 | 2022 | 3 | |
| 14 | Inference in continuous-time change-point models | 2011 | 3 |
| 15 | Approximate Gaussian process inference for the drift of stochastic differential equations | 2013 | 3 |
| 16 | 2012 | 3 | |
| 17 | Approximate parameter inference in a stochastic reaction-diffusion model | 2010 | 2 |
| 18 | 2013 | 2 | |
| 19 | Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data | 2014 | 1 |
About Andreas Ruttor
Andreas Ruttor is a scholar working on Artificial Intelligence, Control and Systems Engineering, Molecular Biology, Statistics, Probability and Uncertainty and Computer Vision and Pattern Recognition, having authored 19 papers that have together received 265 indexed citations. Recurring topics across this work include Gaussian Processes and Bayesian Inference (7 papers), Neural Networks and Applications (5 papers), Control Systems and Identification (5 papers), Probabilistic and Robust Engineering Design (4 papers), Chaos-based Image/Signal Encryption (3 papers), Fractal and DNA sequence analysis (3 papers), stochastic dynamics and bifurcation (3 papers) and Gene Regulatory Network Analysis (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (101 citations), Artificial Intelligence (151 citations), Hardware and Architecture (29 citations), Computational Theory and Mathematics (42 citations) and Statistics, Probability and Uncertainty (18 citations). Andreas Ruttor has collaborated with scholars based in Germany, Israel and United Kingdom. Frequent co-authors include Wolfgang Kinzel, Manfred Opper, Ido Kanter, Guido Sanguinetti, Cédric Archambeau, Einat Klein, Florian Stimberg, Luís F. Seoane, Jakob Wegener and Steffen Thiel. Their work appears in journals such as Bioinformatics, Physical Review Letters, Physical review. E, Biology Methods and Protocols and Edinburgh Research Explorer (University of Edinburgh).
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.