A novel adaptive ensemble classification framework for ADME prediction
Sign Up to like & getrecommendations! Published in 2018 at "RSC Advances"
DOI: 10.1039/c8ra01206g
Abstract: It has now become clear that in silico prediction of ADME (absorption, distribution, metabolism, and elimination) characteristics is an important component of the drug discovery process. Therefore, there has been considerable interest in the development… read more here.
Keywords: ensemble classification; adme prediction; adme; novel adaptive ... See more keywords
Adaptive Ensemble Methods for Tampering Detection in Automotive Aftertreatment Systems
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DOI: 10.1109/access.2022.3211387
Abstract: Control and diagnostic processes in modern vehicles incorporate nowadays a wide set of functionalities to preserve the vehicle’s health. Automotive vehicles contain embedded systems that must perform a diverse palette of tasks, ranging from less… read more here.
Keywords: system; tampering detection; adaptive ensemble; detection ... See more keywords
Robust Adaptive Ensemble Adversary Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3220531
Abstract: Reinforcement learning needs to learn policies through trial and error. The unstable policies in the early stage of training make it expensive (and time-consuming) to train directly in the real environment, which may cause disastrous… read more here.
Keywords: reinforcement learning; reinforcement; robust adaptive; adaptive ensemble ... See more keywords
Domain Adaptive Ensemble Learning
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2021.3112012
Abstract: The problem of generalizing deep neural networks from multiple source domains to a target one is studied under two settings: When unlabeled target data is available, it is a multi-source unsupervised domain adaptation (UDA) problem,… read more here.
Keywords: ensemble learning; adaptive ensemble; domain adaptive; source ... See more keywords