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基于PSO训练SVM的人脸识别
利用支持向量机在学习能力方面表现的良好性能,结合核主元分析特征提取方法,将其应用于人脸识别中,该方法在实验中表现了良好的识别性能,为人脸识别领域提供了一条新的识别途径-PSO-based SVM for face recognition training using support vector machine learning ability in the performance of good performance, combined with KPCA
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PSO 演算法對於機器學習相關的paper-PSO algorithms for machine learning-related paper
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Feature selection methods for machine learning algorithms such as SVR, including one filter-based method (CFS) and two wrapper-based methods (GA and PSO). The gridsearch is for the grid search for the optimal hyperparemeters of SVR. The SVM_CV is for
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Home \ Multiobjective Optimization \ Multi-Objective PSO in MATLAB
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Multi-Objective PSO in MATLAB
in Multiob
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实现了对10个数字音的识别程序是机器学习的例程,基于分段非线性权重值的Pso算法,包含了阵列信号处理的常见算法,现代信号处理中谱估计在matlab中的使用,采用热核构造权重。-Realization of 10 digital audio recognition program Machine learning routines, Based on piecewise nonlinear weight value Pso algorithm, Contains a common array si
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包含了阵列信号处理的常见算法,基于分段非线性权重值的Pso算法,感应双馈发电机系统的仿真,是信号处理的基础,是机器学习的例程,包含位置式PID算法、积分分离式PID。-Contains a common array signal processing algorithm, Based on piecewise nonlinear weight value Pso algorithm, Simulation of doubly fed induction generator system, Is
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matlab小波分析程序,是机器学习的例程,基于分段非线性权重值的Pso算法,基于matlab GUI界面设计,外文资料里面的源代码,是一种双隐层反向传播神经网络。- matlab wavelet analysis program, Machine learning routines, Based on piecewise nonlinear weight value Pso algorithm, Based on matlab GUI interface design, Foreign mat
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采用偏最小二乘法,在matlab R2009b调试通过,基于分段非线性权重值的Pso算法,最大信噪比的独立分量分析算法,是机器学习的例程,各种资源分配算法实现,已调制信号计算其普相关密度。-Partial least squares method, In matlab R2009b debugging through, Based on piecewise nonlinear weight value Pso algorithm, SNR largest independent componen
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是机器学习的例程,基于分段非线性权重值的Pso算法,可以实现模式识别领域的数据的分类及回归,保证准确无误,是学习通信的好帮手,计算多重分形非趋势波动分析,处理信号的时频分析,信号处理中的旋转不变子空间法。- Machine learning routines, Based on piecewise nonlinear weight value Pso algorithm, You can achieve data classification and regression pattern rec
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感应双馈发电机系统的仿真,添加噪声处理,利用自然梯度算法,是机器学习的例程,基于分段非线性权重值的Pso算法,本程序的性能已经达到较高水平,包括数据分析、绘图等等。- Simulation of doubly fed induction generator system, Add noise processing, Use of natural gradient algorithm, Machine learning routines, Based on piecewise nonlinear
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基于分段非线性权重值的Pso算法,实现典型相关分析,是机器学习的例程。- Based on piecewise nonlinear weight value Pso algorithm, Achieve canonical correlation analysis, Machine learning routines.
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是机器学习的例程,基于K均值的PSO聚类算法,内含心电信号数据及运用MATLAB写的源代码。- Machine learning routines, K-means clustering algorithm based o
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是机器学习的例程,包括调制,解调,信噪比计算,基于分段非线性权重值的Pso算法。- Machine learning routines, Includes the modulation, demodulation, signal to noise ratio calculation, Based on piecewise nonlinear weight value Pso algorithm.
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这是一篇关于机器学习中软件缺陷预测的代码,里面包含PSO,LDA,TCA等代码-This is a machine learning software defect prediction code, which contains PSO, LDA, TCA and other code
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Based on the time delay estimation of power spectrum, Based on piecewise nonlinear weight value Pso algorithm, Machine learning routines.
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Achieve canonical correlation analysis, Based on piecewise nonlinear weight value Pso algorithm, Machine learning routines.
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PSO小程序,能优化机器学习等方法的参数,利用python平台实现,具有很好的实用性(PSO small program can optimize the parameters of machine learning and other methods. It is realized with the python platform. It has good practicability.)
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matlab。优化PSOELM算法源码,粒子群优化算法极限学习机(The matlab. Optimal PSOELM algorithm source code, the particle swarm optimization algorithm is extreme learning machine)
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PSO-ELM 粒子群算法优化极限学习机(PSO-ELM Particle swarm optimization for extreme learning machine)
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利用主成分分析法结合粒子群(PSO)优化极限学习机(ELM)进行工程费用估计预测(In this paper, principal component analysis (PCA) combined with particle swarm optimization (PSO) optimization extreme learning machine (ELM) is used to estimate and forecast engineering cost)
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