mutual information

The methods of the evaluation of image fusion, which includes: entropy, cross entropy, mutual information, mean square error, root mean square error, peak-to-peak signal-to-noise ratio were presented.

介绍了图像融合的各种评价方法，包括：熵、交叉熵、交互信息量、均方误差、均方根误差、峰值信噪比。

An approach to sleep analysis based on the mutual information of brain cortex is described.

睡眠的分级研究是睡眠状况分析和睡眠质量评价的前提和基本内容.

Then the arithmetic mean of local mutual information, regarded as the global mutual information, is applied in the BN learning.

然后取局部互信息算术平均值作为全局的互信息，并应用到学习过程中。

Parameter of assessment is end-to end average mutual information.

评价参量为系统端到端平均互信息量.

This paper proposed a mutual information based method for generating video abstraction.

摘要提出了一种基于交互信息量的视频摘要生成方法.

Average mutual information source code integrity, and can be used directly.

平均互信息的源代码完整, 并可以直接使用.

Meanwhile distributed object technology allows mutual information communications among objects on different machines.

而分布式对像技术允许在不同机器上的对像相互传递消息.

The connections between Shannon mutual information, Kullback-Leibler divergence and Shannon inequality are investigated. Based on these connections and inequality theory, a new concept of generalized divergence is proposed, and a corresponding definition is given.

分析了Shannon互信息、Kullback-Leibler距离和Shannon不等式之间的相互关系，并根据不等式理论，提出了广义距离度量的新概念及其定义。

Based on it, we doa deep research on the space distribution and time distribution from the view of term frequency, mutual information and word similarity.

在此基础上，我们进行了新词特征的挖掘，从串频、互信息和相似度等角度主要对新词的空间分布规律和时间分布规律进行了分析。

Feature subset selection based on max mutual information and max correlation entropy

基于最大互信息最大相关熵的特征选择方法

Improved real-time mutual information matching and its implemented on GPU

实时的改进互信息匹配及其GPU实现

According to information-theory, the optimized designs are the system designs which guarantee the maximum mutual information.

根据信息理论, 互信息量最大的系统设计为优化设计.

Each individual in evolutionary computation represents a set of HMMs, while the fitness value of each individual represents the maximum mutual information.

各模型集用个体表示，个体的适应值采用模型的最大互信息。

This algorithm uses mutual information as target function and greedy algorithm to maximum the likelihood.

这种方法把互信息作为目标函数，使用贪婪算法，获得最大互信息。

In order to improve the aviation structure ′ s damage identification accuracy and rate, a multi-agent decision fusion based on the mutual information classifier selection is proposed in this paper.

为了提高航空结构的损伤识别精度和速度，提出了一种基于互信息分类器选择的多主体决策融合方法。

Application of Mutual Information to Variable Selection in Diagnosis of Phosphorus Nutrition in Rice

基于互信息理论的水稻磷素营养高光谱诊断

Windowed mutual information source code integrity, and can be used directly.

窗口互信息源代码完整, 并可以直接使用.

After analyzing some normal evaluation functions for feature selection, a new evaluation function named the ratio of mutual information in feature selection was presented.

在分析了常用的一些特征选择的评价函数的基础上，提出了一个新的评价函数，即互信息比值。

In order to get the semantic correlation of images, two learning methods based-on mutual information and image association factor, are proposed.

提出了基于互信息的图像间语义关系学习方法和基于图像关联因子的图像间语义关系学习方法。

Human-computer interaction is a complex of technical science, which investigates the interaction and communications through mutual understanding between human and computers to solve problems of information managements, services and processing in maximized degree for human needs.

人机交互是研究人与计算机之间通过相互理解的交流与通信，在最大程度上为人们完成信息管理，服务和处理等功能的一门技术科学。

This study conducted an exploring research on sentiment analysis model by four algorithms, including the Point-wise Mutual Information method and three popular supervised machine learning algorithms: Support Vector Machine, Naive Bayes and N-gram method.

在此基础上，通过实验建立了四种情感分类器模型，包括基于逐点语义分析法的分类器和基于支持向量机、朴素贝叶斯、N元文法三种典型机器学习算法的分类器。

In this step, we use the strategy of combining the k nearest neighbor classifier and mutual information to judge if the two ROIs are visual similar.

在第二层的精筛阶段，利用最近邻分类器和互信息相结合的策略来度量两个ROI在视觉上是否相似。

Method Under extreme rigid registration condition, correlation coefficient, mutual information and correlation ratio similarity measures were tested as most suitable similarity measures.

方法在极端的刚体配准条件下，检验出互相关系数，互信息和相关比相似性测度为适合的相似性测度。

Then, based on the above performance analyses, a novel relay selection scheme, named Maximum Average Bidirectional Mutual Information ( MABMI), is proposed and the closed-form solutions to the system outage probability and ABEC of the proposed scheme are obtained.

然后基于上述性能分析，提出了平均双向互信息最大中继选择方案，并推导出该方案的系统中断概率和平均双向各态历经容量的闭合解。

Based on information entropy and mutual information, we proposed the definition of nonlinear partial autocorrelation.

本文在信息熵和互信息的基础上, 提出了非线性偏自相关的定义.

The Extraction of Multiword Expression in Special Field with High Frequency Words and Mutual Information

利用高频词和互信息面向特定领域提取多字词表达

It was explained why mutual information, but not correlation ratio based medical image registration be easily trapped in the local optimization maximum.

同时进一步解释了基于互信息相似性测度的医学图像配准易于陷入局部最优，而基于相关比相似性测度的方法易于保证配准得到全局最优。

Research and Application of Ensemble Learning Based on Conditional Mutual Information

基于条件互信息的集成学习的研究与应用

Quadratic mutual information was used as the criterion for feature variable selection in pattern recognition problems, and the geometric meaning of QMI criterion in the reproducing kernel Hilbert space was analyzed.

将二次互信息（mutual information）用作模式分类问题中特征选择的准则，分析了该准则在再生核希尔伯特空间中的几何意义。

Hybrid Mutual Information Based Feature Selection Method as Appied To Static Voltage Stability Assessment in Power Systems

基于混合互信息的特征选择方法及其在静态电压稳定评估中的应用