One of the most attractive targets for deep sea mining advocates is the Clarion-Clipperton Zone (CCZ), a continent-sized ...

An ocean-mining company has funded some of the most comprehensive scientific studies to date, and peer-reviewed results have ...

Background: The performance of a classification algorithm eventually reaches a point of diminishing returns, where the additional sample added does not improve the results. Thus, there is a need to ...

Overview: The Java ecosystem now offers a wide variety of ML frameworks - from lightweight toolkits for data mining to ...

Abstract: This paper defines a positive and unlabeled classification problem for standard GANs, which then leads to a novel technique to stabilize the training of the discriminator in GANs and deal ...

Abstract: Scene classification and mapping of surface mining-disturbed land can attain semantic-level information that is useful for monitoring mine geo-environment. Mining land’s complex ...

Background Future economic transitions have the potential to replicate historical patterns of deindustrialisation. It is ...