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09/09/2022
Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm
This paper introduces an algorithm for the detection of change-points an...
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08/19/2021
Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision
RUL estimation suffers from a server data imbalance where data from mach...
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05/05/2021
Non-Autoregressive vs Autoregressive Neural Networks for System Identification
The application of neural networks to non-linear dynamic system identifi...
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04/15/2021
RIANN – A Robust Neural Network Outperforms Attitude Estimation Filters
Inertial-sensor-based attitude estimation is a crucial technology in var...
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05/14/2020
Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation
Inertial measurement units are commonly used to estimate the attitude of...
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09/22/2008