A novel device to improve robustness of end plate beam-column connections
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DOI: 10.1016/j.istruc.2020.10.055
Abstract: Abstract Achieving a robust connection is a challenging task for design engineers since the connection’s strength is inseparably linked to its ductility. This paper presents a novel approach that separates designing bolted connections for strength… read more here.
Keywords: end plate; end; improve robustness; novel device ... See more keywords
Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes
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DOI: 10.1038/s41598-020-67544-y
Abstract: Machine learning has considerably improved medical image analysis in the past years. Although data-driven approaches are intrinsically adaptive and thus, generic, they often do not perform the same way on data from different imaging modalities.… read more here.
Keywords: domain specific; cues improve; segmentation; deep learning ... See more keywords
Using Randomness to Improve Robustness of Tree-Based Models Against Evasion Attacks
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DOI: 10.1109/tkde.2020.2987299
Abstract: Machine learning models have been widely used in security applications. However, it is well-known that adversaries can adapt their attacks to evade detection. There has been some work on making machine learning models more robust… read more here.
Keywords: tree based; models evasion; approach; robustness tree ... See more keywords