Somjet Suppharangsan

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A wireless sensor network consists of a group of embedded devices called sensor nodes reading, computing and reporting data to the base station. The applications of wireless sensor networks are promising to make our lives more convenient. One of the great issues facing sensor node is the energy constraint due to only having a small battery as their energy.(More)
In this paper we present a new One-Versus-All or OVA-based scheme for multi-class classification problems, aiming to reduce the training time when applying support vector machines (SVMs), particularly on large datasets. The experimental results on ten benchmark datasets show that the performance of the proposed scheme, referred to as "VINE", is comparable(More)
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