Missing data imputation and sensor self-validation towards a sustainable operation of wastewater treatment plants via deep variational residual autoencoders
Missing data imputation and automatic fault detection of wastewater treatment plant (WWTP)
sensors are crucial for energy conservation and environmental protection. Given the …
sensors are crucial for energy conservation and environmental protection. Given the …
Out-of-distribution in Human Activity Recognition
D Roy, V Komini, S Girdzijauskas - 2022 Swedish Artificial …, 2022 - ieeexplore.ieee.org
With the growing interest of the research community in making deep learning (DL) robust
and reliable, detecting out-of-distribution (OOD) data has become critical. Detecting OOD …
and reliable, detecting out-of-distribution (OOD) data has become critical. Detecting OOD …
Improving performance and quantifying uncertainty of body-rocking detection using bayesian neural networks
Body-rocking is an undesired stereotypical motor movement performed by some individuals,
and its detection is essential for self-awareness and habit change. We envision a pipeline …
and its detection is essential for self-awareness and habit change. We envision a pipeline …