Abstract: The paper proposes a conceptual model of human-machine collaborative decision support in which humans and software agents use collaboration patterns to achieve goals of decision-making ...

Abstract: Noisy-label data inevitably gives rise to confusion in various perception applications. In this work, we revisit the theory of support vector machines (SVMs) which mines support vectors to ...