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09/18/2023
Stochastic Deep Koopman Model for Quality Propagation Analysis in Multistage Manufacturing Systems
The modeling of multistage manufacturing systems (MMSs) has attracted in...
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06/22/2023
Targeted collapse regularized autoencoder for anomaly detection: black hole at the center
Autoencoders have been extensively used in the development of recent ano...
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04/13/2023
Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention
Driver Monitoring Systems (DMSs) are crucial for safe hand-over actions ...
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02/01/2023
Model Monitoring and Robustness of In-Use Machine Learning Models: Quantifying Data Distribution Shifts Using Population Stability Index
Safety goes first. Meeting and maintaining industry safety standards for...
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10/17/2022
Real-Time Driver Monitoring Systems through Modality and View Analysis
Driver distractions are known to be the dominant cause of road accidents...
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07/20/2022
Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup
Image classification with deep neural networks has seen a surge of techn...
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04/24/2022
Virtual Rings on Highways: Traffic Control by Connected Automated Vehicles
This work gives introduction to traffic control by connected automated v...
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06/09/2020
