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In this work, we propose a novel distributed partitioning methodology for prototype reduction techniques in nearest neighbor classification. These methods aim at representing original training data sets as a reduced number of instances. Their main purposes are to speed up the classification process and reduce the storage requirements and sensitivity to noise of the nearest neighbor rule. The cost of… Read more →

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Oat bran protein flour (OBPF), containing protein, starch, and lipid as major constituents, was ball milled and subsequently evaluated on structural conformation, thermal properties, particle size distributions, and rheological properties. Prior to ball milling, characterisation of OBPF were conducted by means of Fourier transform infrared (FTIR) spectroscopy and differential scanning calorimetry (DSC) showing the existence of aggregated protein and starch… Read more →

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The experts speak on sunlight and breast cancerThe annual death rate from breast cancer varies considerably from region to region, practically doubling from the US South and Southwest to the high risk Northeast. In addition, the risk of fatal breast cancer in the major cities is “inversely proportional to intensity of local sunlight.” It increased in low sunlight areas and… Read more →

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Although most of the dose was directed at the feet, a substantial amount would scatter or leak in all directions. Shielding materials were sometimes displaced to improve image quality, to make the machine lighter, or out of carelessness, and this aggravated the leakage. The resulting whole body dose may have been hazardous to the salesmen, who were chronically exposed, and… Read more →

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There is a large overlap in the types of smaller cars and sedans built under the Fiat, Peugeot, Citroen and Opel marquees.That raises the specter of factory closures to deal with overproduction as European car sales lag. France and Italy will fight to protect jobs; Italian plants are already working under capacity despite plans to repurpose them for higher margin… Read more →

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