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In this paper, we discuss subspace based least squares support vector machines (SSLS-SVMs), in which an input vector is classified into the class with the maximum similarity. Namely, we define the similarity measure for each class by the weighted sum of vectors called dictionaries and optimize the weights so that the margin between classes is optimized. Because the similarity measure is defined for...
The number of content-generation devices is expected to increase explosively in the near future thanks to evolution in the field of input/output devices and consumer generated media (CGM) tools. Users will simultaneously wear communicating sensor devices wherever they are, whenever they need them, and whatever they are doing. Under such circumstances, various contents will be generated,updated by...
This paper studies multi-layered composite right-/left-handed transmission lines (ML CRLH TL). To realize wideband response from left-handed passband to right-hand passband without band gaps and other undesired parasitic resonances, a balanced ML CRLH TL with defected parallel plates is newly proposed and demonstrated theoretically by using FEM-based EM simulator. A wide passband from 2.0 GHz to 9...
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