This paper studied a method of extracting the text features based on the kernel and scatter difference.
研究了一种基于核的最大散度差准则的文本特征抽取方法。
Based on decision tree combined strategy and multiple kernel learning support vector machines, a new fault diagnosis method is proposed to improve the precision and speed of fighter fault diagnosis.
为了提高歼击机故障诊断的准确性与实时性,提出一种基于决策树型组合策略的多重核学习支持向量机诊断方法。
According to the chaotic characteristic of power load, fuzzy support vector based kernel regression method is proposed for load forecasting.
根据电网负荷混沌性的特点,提出一种基于模糊支持向量的核回归方法进行电力系统的负荷预测。
The theory of SVM is studied at first, then an ameliorated RBF kernel function is presented, based on which an improved kernel function pattern classification method of SVM is put forward.
首先分析了支持向量机原理,随后引入一种改进的径向基核函数,在此基础上,提出了一种改进核函数的SVM模式分类方法。
Based on the locally kernel weighted least squares fit of the nonparametric regression models, this paper presents the nonparametric testing method for nonlinear cointegration.
本文基于非参数回归模型的局部核权最小二乘法提出变量间非线性协整的一种非参数检验方法。
Several new modeling technologies based on kernel function are introduced and the modeling method of soft measurement based on hybrid kernel function is stated for complicated industrial processes.
介绍了几种新的基于核函数方法的软测量建模技术,并提出了针对复杂工业过程的混合核函数软测量建模方法。
The paper proposes a new method of adaptive smooth filter, based on that to design a Gaussian kernel adaptive smooth filter so as to suppress the random noise spread on the infrared image.
文章提出了一种新的自适应平滑滤波方法,并据此设计自适应高斯核平滑滤波来抑制红外图像中的随机噪声。
This paper introduced the selection principle and method about a reasonable kernel function and bandwidth based on the nonparametric kernel density estimation and kernel regression estimation.
本文基于非参数核密度估计与核回归估计的基础上,介绍了合理选取核函数及窗宽的原则和方法。
The exact expression for the solution and stable numerical algorithm are given based on the reproducing kernel method.
基于再生核方法,温度分布的精确表达式和稳定的数值算法被给出。
A method based on multiway kernel principal component analysis (MKPCA) was proposed to capture the nonlinear characteristics of normal batch processes.
为此提出了一种多向核主元分析(MKPCA)算法用于间歇过程的建模与在线监测。
A fault diagnosis method based on frequency-domain kernel analysis in nonlinear circuit and neural network is presented.
提出一种基于非线性电路频域核分析和神经网络的故障诊断方法。
A new method for trajectory tracking of wheeled mobile robots is presented based on the theory of reproducing kernel.
基于再生核理论给出了对轮动式移动机器人轨迹跟踪控制问题的一种新的解决方法。
Actually the kernel design in the recognition method based on discrete time - frequency representation is a problem of feature selection from the ambiguity functions to reduce feature dimension.
基于离散时频分布的信号识别方法,将时频核设计问题转化为以信号自模糊函数为原始特征的特征选择问题,以实现特征降维和信号识别。
The population diameter structure can well be described by using nonparametric kernel method based on the sample data without assuming the population diameter distribution.
应用非参数核密度估计方法,可以由样本直径结构很好地描述总体直径结构,而无需假定总体的直径分布。
Moreover, a weight optimization scheme for the multi-kernel was proposed by maximizing the Margin Maximization Criterion(MMC)based on the method of Lagrange multipliers.
进而,使用拉格朗日乘子法优化最大边缘准则(MMC),提出了多重核权值优化算法。
Therefore, the kernel-tracking algorithm in our system is based on the mode of histogram and the search method of Mean Shift algorithm.
因此,本系统使用以直方图为模式特征,以均值平移算法为计算方法的实时跟踪算法为本系统的核心跟踪算法。
We derive a new method based on kernel to solve the post-linear blind signal separation problem.
提出了一个基于核函数的后非线性盲分离算法。
One new method for fault diagnosis of steam turbine based on kernel principal component analysis (KPCA) and multistage neural network ensemble was proposed.
提出一种基于核主元分析(KPCA)和多级神经网络集成的汽轮机故障诊断方法。
The basic imaging model is discussed, and a novel algorithm based on steering kernel regression method as a regularization term for super resolution reconstruction of sequence image is proposed.
讨论了图像成像的基本模型,并提出了一种基于调整核回归函数作为正则项的序列图像重建算法。
The method mines information on overlap between classes, designs the tree structure and overcomes the misclassification of tree-structured SVMs based on the semi-fuzzy kernel clustering algorithm.
该方法基于半模糊核聚类算法挖掘不同类别之间的衔接和离散信息,设计树型支持向量机的树型结构,克服其差错积累问题。
A new method based on kernel canonical variate analysis (KCVA) is proposed for nonlinear process fault diagnosis.
提出一种基于核规范变量分析(KCVA)的非线性过程故障诊断方法。
To effectively identify driving mental fatigue states, a new method based on kernel learning algorithm is presented.
为了有效地评测人的驾驶精神疲劳状态,本文提出了一种基于核学习算法的精神疲劳分级方法。
This paper introduces a fuzzy classification model based on the proposed fuzzy kernel hyperball perceptron(FKHP) learning method.
本文提出一种模糊核超球感知器(FKHP)学习方法,并介绍了一种基于FKHP这种学习方法的模糊分类模型。
A new implementation of NIDS for fast - speed Ethernet based on the MPM method is proposed finally, and the detection strategies applied FPGA logic and kernel logic are described in detail.
最后,本文给出了一种基于多层模式匹配的高速以太网nids实现方案,并对FPGA硬件逻辑和核心态软件逻辑采用的检测策略进行了详细说明。
By introducing the kernel trick to the canonical correlation analysis(CCA), a feature fusion method based on kernel CCA(KCCA) is established and is then used to capture the associated feat.
该方法首先采集侧面视角人脸图像,然后将核方法引入到典型相关分析(CCA)中,提出基于核CCA的特征融合方法,并应用其提取人耳人脸的关联特征进行个体的分类识别。
Aiming at the problem of large optimization size in dynamic outlier detection, this paper proposes a Kernel-based Real-time Outlier Detection (KROD) method.
针对动态野点数据检测过程中可能存在的优化规模过大的问题,提出了一种基于核方法的实时野点检测方法:KROD。
For lunar rover running on the planar slope, a new method for trajectory tracking of lunar rover was developed based on the theory of reproducing kernel.
针对平整坡面上行驶的月球车,研究了基于再生核理论的月球车轨迹跟踪控制新方法。
On the basis of studying on least-squares support vector machines (LS-SVM) of the image edge detection technology, Proposed a new method, which is based on mixed Kernel LS-SVM image edge detection.
本文在研究了众多边缘检测方法的基础上,重点研究了最小二乘支持向量机(LS-SVM)的图像边缘检测技术,提出了一种基于混合核函数最小二乘支持向量机的图像边缘检测方法。
On the basis of studying on least-squares support vector machines (LS-SVM) of the image edge detection technology, Proposed a new method, which is based on mixed Kernel LS-SVM image edge detection.
本文在研究了众多边缘检测方法的基础上,重点研究了最小二乘支持向量机(LS-SVM)的图像边缘检测技术,提出了一种基于混合核函数最小二乘支持向量机的图像边缘检测方法。
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