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His and his group's research interests are in multi-sensor data processing systems with applications in location sensing, health and medical technology, machine learning, inverse problems, and brain imaging. He has authored or coauthored around 150 peer-reviewed scientific articles and his books "Bayesian Filtering and Smoothing" and "Applied Stochastic Differential Equations" along with the Chinese translation of the former were recently published via the Cambridge University Press. He is a Senior Member of IEEE, member of IEEE Machine Learning for Signal Processing committee, and serving as a Senior Area Editor of IEEE Signal Processing Letters.
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2024): 1-14
Christos Merkatas,Simo Särkkä
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.13236-13240, (2024)
arxiv(2024)
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arXiv (Cornell University)no. 99 (2023): 1-8
Robotics and Autonomous Systems (2023): 104283
IEEE Access (2023): 100371-100382
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2023 31st European Signal Processing Conference (EUSIPCO)pp.2018-2022, (2023)
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