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As the PCA transformation maximizes the spread in inhibition values by a "pseudo-inhibitor" created by the recombination of inhibitors of the dataset, inhibitors that are selective for subgroups of targets are most strongly represented in the relevant transformed coordinates, with the (mutually orthogonal) coordinates ranked (PC #1, PC #2, etc).
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Nowadays we are all too familiar with the practices of giant processing plants, but back in those innocent times it was all new and appalling — the poorly regulated slaughterhouses, the batching of meat for grinding, the wide distribution of product, which maximized the spread of any contaminant.
Furthermore, the Daniel and Titman (1997) testing procedure requires to maximize the spread in characteristics and exposures in order to test the null hypothesis.
The dissemination process works with the dual aims of (i) maximizing the spread among relevant nodes (high recall) and (ii) minimizing spamming among non-relevant nodes (high precision).
This testing procedure requires to maximize the spread in characteristics and exposures to distinguish between an asset pricing model and mispricing.
Influence maximization aims to find a set of highly influential nodes in a social network to maximize the spread of influence.
Influence maximization is a fundamental problem that aims at finding a small subset of seed nodes to maximize the spread of influence in social networks.
Extensive studies have been conducted for maximizing the awareness spread given the number of seeds (the Influence Maximization problem).
Therefore, in this paper we propose a two level approach, designed based on Suspected-Infected (SI) epidemic model for maximizing the influence spread.
For this aim, we determine the spread factor which maximizes the efficiency while keeping the (log) dose levels within the range of −5.0 to 5.0.
The main focus of this article is to find the optimum number K∗ of spreading sequences, which maximizes the total rate, where K∗ is a subset of the total number K of spreading sequences used for transmission.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com