Titlebook: Challenges in Computational Statistics and Data Mining; Stan Matwin,Jan Mielniczuk Book 2016 Springer International Publishing Switzerland

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Studies in Computational Intelligencehttp://image.papertrans.cn/c/image/223457.jpg

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Network Capacity Bound for Personalized Bipartite PageRank,In this paper a novel notion of Bipartite PageRank is introduced and limits of authority flow in bipartite graphs are investigated. As a starting point we simplify the proof of a theorem on personalized random walk in unimodal graphs that is fundamental to graph nodes clustering. As a consequence we generalize this theorem to bipartite graphs.

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Challenges in Computational Statistics and Data Mining978-3-319-18781-5Series ISSN 1860-949X Series E-ISSN 1860-9503

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Evolutionary Computation for Real-World Problems,onary computation community. First, problems that are a combination of several interacting sub-problems (so-called multi-component problems) are common in many real-world applications and they deserve better attention of research community. Second, research on optimisation algorithms that focus the

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Exact Rate of Convergence of Kernel-Based Classification Rule,e kernel. The excess error probability of the corresponding plug-in decision classification rule according to the error probability of the Bayes decision is studied such that the excess error probability is decomposed into approximation and estimation error. A general formula is derived for the appr