Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach

F Bayram, BS Ahmed - ACM Computing Surveys, 2024 - dl.acm.org
Artificial intelligence (AI), and especially its sub-field of Machine Learning (ML), are
impacting the daily lives of everyone with their ubiquitous applications. In recent years, AI …

A hybrid robust system considering outliers for electric load series forecasting

Y Yang, Z Tao, C Qian, Y Gao, H Zhou, Z Ding, J Wu - Applied Intelligence, 2022 - Springer
Electric load forecasting has become crucial to the safe operation of power grids and cost
reduction in the production of power. Although numerous electric load forecasting models …

One-dimensional W-NETR for non-invasive single channel fetal ECG extraction

M Almadani, L Hadjileontiadis… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Fetal cardiac monitoring is very helpful in the early detection of the potential risk of fetal
cardiac abnormalities, which enables prompt preventative care and ensures safe births. As a …

A Novel Coil-Based Overhauser Vector Magnetometer for the Automatic Measurement of Absolute Geomagnetic Total Field and Directions

J Ge, H Yu, W Luo, Y Shen, H Dong… - … /ASME Transactions on …, 2023 - ieeexplore.ieee.org
The absolute measurement of geomagnetic parameters can be applied directly not only in
magnetic navigation and target detection but also in the correction of relative measurement …

Pioneering Cooperative Air-Ground Instant Delivery Using UAVs and Crowdsourced Couriers

Y Pan, J Gao, J Duan, J Shi, B Guo, Y Liang… - Proceedings of the ACM …, 2024 - dl.acm.org
Instant delivery, which has a strict time limit, has become a fundamental service in modern
cities. Increasing demands and labor shortages make efficient instant delivery more …

An aeromagnetic compensation algorithm based on a deep autoencoder

P Yu, X Zhao, J Jiao - IEEE Geoscience and Remote Sensing …, 2020 - ieeexplore.ieee.org
Magnetic compensation is a necessary step in the aeromagnetic data processing. While the
aeromagnetic compensation model is a linear regression model, the multicollinearity of the …

An Improved Magnetic Compensation Algorithm for Swing Noise

R Guo, C Zhao, Z Liu, Y Zhao - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Magnetic compensation is an important means to suppress interference and improve signal-
to-noise ratio in magnetic signal measurement. In the process of geomagnetic signal …

A Modified Aeromagnetic Compensation Method Robust to the Motion State of Aviation Platform Part

C Zhang, C Du, X Peng, H Guo - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Aeromagnetic compensation is a signal-processing method to suppress the magnetic
interference from the airborne platform that far exceeds the target magnetic signal. With the …

Intelligent suppression of non-maneuvering magnetic interference of aeromagnetic UAV

J Ge, W Xu, X Hu, T Wu, K Feng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In the aeromagnetic survey based on a fixed-wing unmanned aerial vehicle (UAV), the non-
maneuvering magnetic interference generated by the magnetic components can …

Attitude-independent magnetometer calibration based on adaptive filtering

W Zeng, Q Bian, J Gao, L Chang… - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In order to calibrate the tri-axis magnetometer errors, an attitude-independent calibration
method based on adaptive filtering is proposed. This method can estimate all the error …