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相关概念视频

Types of Errors: Detection and Minimization01:12

Types of Errors: Detection and Minimization

1.5K
Error is the deviation of the obtained result from the true, expected value or the estimated central value. Errors are expressed in absolute or relative terms.
Absolute error in a measurement is the numerical difference from the true or central value. Relative error is the ratio between absolute error and the true or central value, expressed as a percentage.
Errors can be classified by source, magnitude, and sign. There are three types of errors: systematic, random, and gross.
Systematic or...
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Heuristics01:21

Heuristics

77
Heuristics are problem-solving strategies that use mental shortcuts to simplify decision-making. Unlike algorithms, which must be followed precisely to achieve a correct result, heuristics offer a general problem-solving framework. They save time and energy but can sometimes lead to less rational decisions.
People often rely on heuristics when faced with an overload of information, limited time, low importance of the decision, limited information, or when a heuristic readily comes to mind. For...
77
Legal Guidelines for Documentation01:06

Legal Guidelines for Documentation

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The legal guidelines for nursing documentation are essential for ensuring accurate, professional, and ethical recording of patient care. The guidelines are discussed here:
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Classification of Systems-II01:31

Classification of Systems-II

136
Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
136
Guidelines and Strategies for Safe Computer Charting01:18

Guidelines and Strategies for Safe Computer Charting

797
The guidelines and strategies provided by the American Nurses Association (ANA) and the Canadian Nurses Association (CNA) offer essential principles for ensuring safe and secure computer charting systems in healthcare settings. Let's break down each recommendation:
Maintain Confidentiality and Security:
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Sieve Analysis and Grading Curves01:19

Sieve Analysis and Grading Curves

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Sieve analysis is a method used to determine the particle size distribution of aggregate materials. This process involves the following steps:
313

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相关实验视频

Updated: Jun 8, 2025

Computerized Adaptive Testing System of Functional Assessment of Stroke
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Computerized Adaptive Testing System of Functional Assessment of Stroke

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选择最佳的软件代码描述符-Java的案例

Yegor Bugayenko1, Zamira Kholmatova2, Artem Kruglov2

  • 1Huawei, Moscow, Russia.

PloS one
|November 1, 2024
PubMed
概括

选择正确的软件指标对于项目成功至关重要. 本研究使用先进的算法识别了软件工程指标的最佳子集,显著降低了Java程序的复杂性并改善了对Java程序的项目管理.

科学领域:

  • 软件工程 软件工程 软件工程
  • 计算机科学 计算机科学
  • 数据科学数据科学数据科学

背景情况:

  • 软件指标和工具的扩散在选择和管理方面带来了挑战.
  • 现有的指标可能会受到诸如对线性和过拟合等理论问题的影响.
  • 实际管理众多指标是困难的,特别是对于较小的公司.

研究的目的:

  • 为有效的软件项目和产品管理确定可行的软件指标子集.
  • 解决由大量软件指标所带来的理论和实际挑战.
  • 开发和验证一种选择Java程序最佳度量子集的方法.

主要方法:

  • 利用粒子优化和遗传算法来识别最佳度量子集.
  • 专注于Java程序,在类和方法层面分析指标.
  • 采用萨蒙误差作为衡量度量相似性的衡量标准.

主要成果:

  • 在800个GitHub项目中进行了实验,并在200个项目中进行了验证.
  • 实现了软件工程指标的最佳子集.
  • 在验证数据集上,在类和方法级别显示了较低的萨蒙误差值 (>70%).

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结论:

  • 拟议的方法有效地识别了软件指标的最佳子集.
  • 这些子集显著降低了软件项目的复杂性,并提高了软件项目的可管理性.
  • 该方法为选择项目和产品管理至关重要的指标提供了可行的解决方案.