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Voluntary social insurance (VSI), a type of social insurance organized by the Government, allows participants, who work in the informal sector with unstable jobs and income, to choose the premium and payment methods in accordance with their income for their retirement plan. The rate of Vietnamese laborers participating in VSI is low. This study aims to examine the current situation of VSI participation...
Background Histopathology images of tumor biopsies present unique challenges for applying machine learning to the diagnosis and treatment of cancer. The pathology slides are high resolution, often exceeding 1GB, have non-uniform dimensions, and often contain multiple tissue slices of varying sizes surrounded by large empty regions. The locations of abnormal or cancerous cells, which may constitute...
We use a quantum annealing D-Wave 2X (1,152-qubit) computer to generate sparse representations of Canny-filtered, center-cropped 30x30 CIFAR-10 images. Each binary neuron (qubit) represents a feature kernel obtained initially by imprinting on a randomly chosen 5x5 image patch and then adapted via an off-line Hebbian learning protocol using the sparse solutions generated by the D-Wave. When using binary...
In this paper, we propose a novel hybrid fiber-wireless radio over fiber/ millimeter-wave (RoF/MMW) system using bidirectional amplify-and-forward (AF) relaying. Unlike conventional architecture, where only one type of transport media (e.g., copper, optical fiber, or wireless link) is used, both optical fiber and MMW wireless connection are employed in our proposal. We design the architecture of the...
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