985 resultados para Smith, William A. bp., (William Andrew), 1802-1870.
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Mode of access: Internet.
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Mode of access: Internet.
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Mode of access: Internet.
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Cover title: Border romances.
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"Caxton editon"
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Bibliographical footnotes.
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Originally delivered as an address before the Bath Literary Club, December 11, 1871.
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"AFOSR-TN-56-236."
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Photocopy. Ann Arbor, Mich. : University Microfilms International, 1980.
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The quantum Jensen-Shannon divergence kernel [1] was recently introduced in the context of unattributed graphs where it was shown to outperform several commonly used alternatives. In this paper, we study the separability properties of this kernel and we propose a way to compute a low-dimensional kernel embedding where the separation of the different classes is enhanced. The idea stems from the observation that the multidimensional scaling embeddings on this kernel show a strong horseshoe shape distribution, a pattern which is known to arise when long range distances are not estimated accurately. Here we propose to use Isomap to embed the graphs using only local distance information onto a new vectorial space with a higher class separability. The experimental evaluation shows the effectiveness of the proposed approach. © 2013 Springer-Verlag.
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Peer reviewed
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Peer reviewed
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Peer reviewed
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Research is often characterised as the search for new ideas and understanding. The language of this view privileges the cognitive and intellectual aspects of discovery. However, in the research process theoretical claims are usually evaluated in practice and, indeed, the observations and experiences of practical circumstances often lead to new research questions. This feedback loop between speculation and experimentation is fundamental to research in many disciplines, and is also appropriate for research in the creative arts. In this chapter we will examine how our creative desire for artistic expressivity results in interplay between actions and ideas that direct the development of techniques and approaches for our audio/visual live-coding activities.