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S

Simo Särkkä

Aalto University

40H指数
365论文数
8.6K被引数
收录论文 55
发表时间
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Scalable Gaussian Processes for Integrated and Overlapping Measurements via Augmented State-space Models基于增广状态空间模型的集成与重叠测量的可扩展高斯过程
errThe Astronomical Journal
IF0
err2026-03-31
err0
errOAAI
errRyan A. Rubenzahl; Soichiro Hattori; Simo Särkkä; Will M. Farr; Jacob K. Luhn; Megan Bedell; Daniel Foreman-Mackey
err分享
err收藏
Communication-Efficient Distributed Kalman Filtering Using ADMM通信高效的分布式卡尔曼滤波器使用ADMM
errIEEE Transactions on Automatic Control
IF7
err2025-09-29
err0
errOAAI
errMuhammad Iqbal; Kundan Kumar; Simo Särkkä
err分享
err收藏
Physics-informed machine learning for grade prediction in froth flotation物理信息机器学习在泡沫浮选品位预测中的应用
errMINERALS ENGINEERING
IF5
err2025-07-01
err0
errOAAI
errNasiri, Mahdi; Iqbal, Sahel; Sarkka, Simo
err分享
err收藏
Bearing estimation using foghorn sounds
errAPPLIED ACOUSTICS
IF3.6
err2025-03-01
err0
errOAAI
errGorad, Ajinkya; Zhao, Zheng; Garcia, Jose M. Vallet; Lehtola, Ville; Hammarberg, Toni; Ramm-Schmidt, Henrik; Islam, Saiful; Thombre, Sarang; Sarkka, Simo
err分享
err收藏
Parallel State Estimation for Systems With Integrated Measurements
errieee signal processing magazine
IF3.9
err2025-01-01
err0
errOAAI
errYaghoobi, Fatemeh; Sarkka, Simo
err分享
err收藏
Gaussian-Based Parametric Bijections for Automatic Projection Filters
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2024-05-01
err2
errOAAI
errEmzir, Muhammad F.; Zhao, Zheng; Cheded, Lahouari; Sarkka, Simo
err分享
err收藏
Joint Use of a Low Thermal Resolution Thermal Camera and an RGB Camera for Respiration Measurement联合使用低热分辨率热像仪和RGB相机进行呼吸测量
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err1
errOAAI
errKhan, Zaeed; Rusanen, Matias; Arvonen, Miika; Leppanen, Timo; Sarkka, Simo
err分享
err收藏
Spacing Vector and Varying Distance Constrained Positioning Using Dual Feet-Mounted IMUs
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err0
errOAAI
errMa, Xiaofeng; Sarkka, Simo
err分享
err收藏
Fourier-Hermite Dynamic Programming for Optimal ControlFourier-hermite动态规划的最优控制
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-10-01
err2
errOAAI
errHassan, Syeda Sakira; Sarkka, Simo
err分享
err收藏
Multidimensional projection filters via automatic differentiation and sparse-grid integration通过自动微分和稀疏网格集成的多维投影滤波器
errSIGNAL PROCESSING
IF3.6
err2023-03-01
err4
errOAAI
errEmzir, Muhammad Fuady; Zhao, Zheng; Sarkka, Simo
err分享
err收藏
Temporal Parallelization of Dynamic Programming and Linear Quadratic Control
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-02-01
err0
errOAAI
errSarkka, Simo; Garcia-Fernandez, Angel F.
err分享
err收藏
Deep Learning Based Projection Domain Metal Segmentation for Metal Artifact Reduction in Cone Beam Computed Tomography
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errAgrawal, Harshit; Hietanen, Ari; Sarkka, Simo
err分享
err收藏
Autonomous Tracking and State Estimation With Generalized Group Lasso
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-11-01
err7
errOAAI
errGao, Rui; Sarkka, Simo; Claveria-Vega, Ruben; Godsill, Simon
err分享
err收藏
Sensors and AI Techniques for Situational Awareness in Autonomous Ships: A Review
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-01-01
err124
errOAAI
errThombre, Sarang; Zhao, Zheng; Ramm-Schmidt, Henrik; Vallet Garcia, Jose M.; Malkamaki, Tuomo; Nikolskiy, Sergey; Hammarberg, Toni; Nuortie, Hiski; H. Bhuiyan, M. Zahidul; Sarkka, Simo; Lehtola, Ville V.
err分享
err收藏
Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification基于不确定性感知的糖尿病视网膜病变鲁棒分类深度学习方法
errIEEE ACCESS
IF3.6
err2022-01-01
err15
errOAAI
errJaskari, Joel; Sahlsten, Jaakko; Damoulas, Theodoros; Knoblauch, Jeremias; Sarkka, Simo; Karkkainen, Leo; Hietala, Kustaa; Kaski, Kimmo K.
err分享
err收藏
Non-Linear Gaussian Smoothing With Taylor Moment Expansion
errieee signal processing magazine
IF3.9
err2022-01-01
err0
errOAAI
errZhao, Zheng; Sarkka, Simo
err分享
err收藏
Taylor Moment Expansion for Continuous-Discrete Gaussian Filtering
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-09-01
err8
errOAAI
errZhao, Zheng; Karvonen, Toni; Hostettler, Roland; Sarkka, Simo
err分享
err收藏
Nationwide infection control strategy lowered seasonal respiratory infection rate: occupational health care perspective during the COVID-19 epidemic in Finland
errINFECTIOUS DISEASES
IF2.3
err2021-07-01
err12
errOAAI
errArvonen, Miika; Raittinen, Paavo; Niemenoja, Oskar; Ilmonen, Pauliina; Riihijarvi, Sari; Sarkka, Simo; Viitasaari, Lauri
err分享
err收藏
Early oxygen levels contribute to brain injury in extremely preterm infants早期氧气水平有助于极早产儿的脑损伤
errPEDIATRIC RESEARCH
IF3.1
err2021-03-22
err25
errOAAI
errRantakari, Krista; Rinta-Koski, Olli-Pekka; Metsaranta, Marjo; Hollmen, Jaakko; Sarkka, Simo; Rahkonen, Petri; Lano, Aulikki; Lauronen, Leena; Nevalainen, Paivi; Leskinen, Markus J.; Andersson, Sture
err分享
err收藏
Improved Calibration of Numerical Integration Error in Sigma-Point Filters
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2021-03-01
err4
errOAAI
errPruher, Jakub; Karvonen, Toni; Oates, Chris J.; Straka, Ondrej; Sarkka, Simo
err分享
err收藏

研究方向

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合作学者
合作期刊
W
Will M. Farr
H 指数: 86 · 论文数: 336
K
Kimmo Kaski
H 指数: 64 · 论文数: 648
N
Neil D. Lawrence
H 指数: 62 · 论文数: 360
M
Muhammad Waqas Iqbal
H 指数: 52 · 论文数: 505
A
Aki Vehtari
H 指数: 51 · 论文数: 363
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