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相关概念视频

Predicting Products: SN1 vs. SN202:27

Predicting Products: SN1 vs. SN2

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Nucleophilic substitution reactions of alkyl halides can proceed via an SN1 or an SN2 mechanism. While in SN2 reactions, the nucleophile attacks the substrate simultaneously as the leaving group departs, in SN1 reactions, the substrate first dissociates to give the carbocation intermediate. Various factors such as the structure of the substrate, the strength of the nucleophile, and the nature of the solvent promote one mechanism over the other.
With increased substitution on the alkyl halide,...
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Hypothesis: Accept or Fail to Reject?01:17

Hypothesis: Accept or Fail to Reject?

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The outcome of any hypothesis testing leads to rejecting or not rejecting the null hypothesis. This decision is taken based on the analysis of the data, an appropriate test statistic, an appropriate confidence level, the critical values, and P-values. However, when the evidence suggests that the null hypothesis cannot be rejected, is it right to say, 'Accept' the null hypothesis?
There are two ways to indicate that the null hypothesis is not rejected. 'Accept' the null...
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Survey Safety01:28

Survey Safety

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Surveying near highways, rough terrain, or power lines involves significant risks. Working along highways is particularly dangerous and requires the use of warning signs and flagmen. It is safest to avoid working directly on roads and use offsets whenever possible. When highway work is unavoidable, it must follow all safety guidelines. Surveyors should wear bright clothing, such as orange reflective vests, to ensure visibility to motorists, coworkers, and hunters. In construction zones, wearing...
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Surveys02:16

Surveys

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Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
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Types of Surveys01:27

Types of Surveys

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Surveys are essential for marking property boundaries near water bodies. Different types of surveys are defined, each with its own function. Land surveys mark the property boundaries, while route surveys determine the position of properties on nearby highways. Topographic surveys create maps by capturing the three-dimensional features of the land. Hydrographic surveys focus on the shapes of underwater areas and the movement of streams through the properties. Mine surveys determine the relative...
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Predicting Products: Substitution vs. Elimination02:52

Predicting Products: Substitution vs. Elimination

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When a nucleophile and an alkyl halide react, nucleophilic substitution and β-elimination reactions compete to generate products.
The following factors can influence the mechanisms competing against each other:
11.9K

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Using Eye Movements Recorded in the Visual World Paradigm to Explore the Online Processing of Spoken Language
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一项关于超链接预测的调查

Can Chen, Yang-Yu Liu

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    此摘要是机器生成的。

    这项调查系统地审查了超图中的超链接预测,这对于化学和生物网络至关重要. 深度学习方法在预测缺失的超链接方面表现出卓越的表现.

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    科学领域:

    • 计算机科学 计算机科学
    • 网络分析 网络分析
    • 数据挖掘 数据挖掘

    背景情况:

    • 超链接预测将链接预测扩展到超图,推断多个节点之间的连接.
    • 应用范围包括化学反应,社交网络和蛋白质相互作用.

    研究的目的:

    • 提供对超链接预测方法的全面调查.
    • 系统地对现有方法进行分类和比较.

    主要方法:

    • 将其分为基于相似性,基于概率,基于矩阵优化和基于深度学习的方法.
    • 在多种多样的超图应用中使用代表性方法进行基准研究.

    主要成果:

    • 基于深度学习的方法明显优于其他类别.
    • 在不同类型的超图应用中观察到的性能变化.

    结论:

    • 深度学习代表了超链接预测的最先进状态.
    • 进一步的研究可以探索混合方法和专业的超图的深度学习架构.