Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Optimizing Chromatographic Separations01:15

Optimizing Chromatographic Separations

368
Optimizing chromatographic separations is crucial for obtaining clean separations in a minimum amount of time. Optimization is required for several factors, including kinetic effects related to band broadening, plate height, capacity factor, and separation factor.
Band broadening refers to spreading solute bands as they travel through the column. This broadening can impact resolution. Plate height (H) represents the length required for one theoretical plate. A lower plate height corresponds to...
368
Overview Of Cell Separation And Isolation01:20

Overview Of Cell Separation And Isolation

5.6K
Cell separation was first achieved in 1964 by S. H. Seal, who separated large tumor cells from the smaller blood cells using filtration. Two years later, Pohl and Hawk performed experiments on how cells respond differently to a nonuniform electric field based on the cell type. Such observations were the inception of cell separation methods, which allow isolating a single cell type from a heterogeneous sample.
5.6K
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

47
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
47
Centrifugation01:05

Centrifugation

2.1K
Centrifugation is a separation technique based on differences in density or size. It is commonly used to separate solids from aqueous interferents. During centrifugation, the sample is placed in centrifugation tubes and spun at high angular velocity, which allows centrifugal force to act differentially on the different densities or masses of the components. After spinning, the supernatant liquid is decanted. Depending on the specific application, either the pellet or the supernatant is retained...
2.1K
Capillary Electrophoresis: Applications01:30

Capillary Electrophoresis: Applications

370
Capillary electrophoretic separations offer various modes, each with unique applications. These modes include capillary zone electrophoresis, capillary gel electrophoresis, capillary array electrophoresis, capillary isoelectric focusing, capillary isotachophoresis, micellar electrokinetic chromatography, and capillary electrochromatography.
Capillary zone electrophoresis (CZE) separates ionic components based on their electrophoretic mobility. It has been used to separate proteins, amino acids,...
370

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

WEBA dataset as the Reflection of Work content effect on Workload perception in Real life Working conditions.

Scientific data·2025
Same author

Network science and explainable AI-based life cycle management of sustainability models.

PloS one·2024
Same author

Fault Diagnostics Based on the Analysis of Probability Distributions Estimated Using a Particle Filter.

Sensors (Basel, Switzerland)·2024
Same author

Matrix factorization-based multi-objective ranking-What makes a good university?

PloS one·2023
Same author

3D Scanner-Based Identification of Welding Defects-Clustering the Results of Point Cloud Alignment.

Sensors (Basel, Switzerland)·2023
Same author

Demonstration Laboratory of Industry 4.0 Retrofitting and Operator 4.0 Solutions: Education towards Industry 5.0.

Sensors (Basel, Switzerland)·2023

相关实验视频

Updated: Jun 19, 2025

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
07:35

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances

Published on: October 11, 2018

7.4K

基于机器学习分类器的指标可以评估分离系统的效率.

Éva Kenyeres1, Alex Kummer1, János Abonyi1

  • 1HUN-REN-PE Complex Systems Monitoring Research Group, Department of Process Engineering, University of Pannonia, Egyetem u. 10, P.O. Box 158, H-8200 Veszprém, Hungary.

Entropy (Basel, Switzerland)
|July 26, 2024
PubMed
概括

机器学习指标,如和信息获取,可以评估分离系统的效率. 这些在废物分类模型上验证的新型指标提供了一种评估运营绩效的新方法.

科学领域:

  • 环境工程 环境工程
  • 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:

  • 评估分离系统的传统方法往往缺乏精度.
  • 机器学习指标被广泛用于分类器模型评估.
  • 需要强大的指标来评估分离系统的效率.

研究的目的:

  • 适应机器学习指标用于评估分离系统.
  • 为此目的,开发新的基于和信息获取的指标.
  • 通过模拟实验验证这些指标.

主要方法:

  • 利用机器学习的和信息获取.
  • 开发了基于这些概念的新指标,用于分离系统.
  • 使用接收器操作特征 (ROC) 曲线来找到最佳切割点.
  • 在一个随机废物分类系统模型上进行模拟实验.

主要成果:

  • 证明了机器学习指标对分离系统的适用性.
  • 验证了拟议的基于和信息获取的指标.
  • 接收器运行特征 (ROC) 曲线有效地确定了最佳运行点.
  • 模拟结果证实了这些指标在评估系统性能方面的实用性.
关键词:
蒙特卡洛模拟的蒙特卡洛模拟这些分类器是分类器的分类器.发展过程发展过程.随机模型是一个随机模型.垃圾分类 垃圾分类 垃圾分类

更多相关视频

Design and Analysis for Fall Detection System Simplification
08:05

Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

10.6K
Procedure to Evaluate the Efficiency of Flocculants for the Removal of Dispersed Particles from Plant Extracts
10:37

Procedure to Evaluate the Efficiency of Flocculants for the Removal of Dispersed Particles from Plant Extracts

Published on: April 9, 2016

8.9K

相关实验视频

Last Updated: Jun 19, 2025

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
07:35

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances

Published on: October 11, 2018

7.4K
Design and Analysis for Fall Detection System Simplification
08:05

Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

10.6K
Procedure to Evaluate the Efficiency of Flocculants for the Removal of Dispersed Particles from Plant Extracts
10:37

Procedure to Evaluate the Efficiency of Flocculants for the Removal of Dispersed Particles from Plant Extracts

Published on: April 9, 2016

8.9K

结论:

  • 机器学习指标提供了一个强大的框架来评估分离系统的有效性.
  • 开发的指标为优化分离过程提供了定量方法.
  • 这项研究将机器学习和分离科学联系起来,以改善系统评估.