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Motivated by applications in social network community analysis, we introduce a new clustering paradigm termed motif clustering. Unlike classical clustering, motif clustering aims to minimize the number of clustering errors associated with both edges and certain higher order graph structures (motifs) that represent “atomic units” of social organizations. Our contributions are two-fold: We first introduce...
One of the most salient features of smart city is to utilize big data to make our lives more convenient and more intelligent. This is usually achieved through solving a series of large-scale common and fundamental problems such as linear systems of equations, linear programs, etc. However, it is a very challenging task for resource-limited clients and small companies to solve such problems as the...
Microgrid is a low-voltage distribution network which comprises various distributed generators, storage devices and loads. This paper presents an integrated energy exchange scheduling strategy between a multi-microgrid system and the main grid for the Microgrid Centrol Controller (MGCC). The MGCC, also called as the aggregator, aims at minimizing the total electricity cost of the multi-microgrid system...
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