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ICA_demo_text
- ICA is used to classify text in extension to the latent semantic indexing framework. ICA show to align the context grouping structure well in a human sense [1], thus can be used for unsupervised classification. The demonstration shows this on medical
GMMandEMandBICProgramm
- 模式识别 关于GMM+EM+BIC,请运行附件的程序。主程序:VASceneAnalysisFH7_ICMEFull_2009.m -Pattern Recognition on the GMM+ EM+ BIC, please run the attached file. Main program: VASceneAnalysisFH7_ICMEFull_2009.m
bicincrease.m
- this matlab code for bic (bayesian information criterion)-this is matlab code for bic (bayesian information criterion)
capacity_with_sir
- OFDM系统下,系统容量和系统信干比的关系曲线-OFDM system, the system capacity and system signal to interference ratio curve
bic
- the code relates to bicubic interpoations with osnr values
granger_cause
- 比较好的格兰杰因果分析,利用BIC进行定阶-Granger causality analysis better use of BIC to determine the order of
lab
- 基于AIC,BIC准则的变量选择方法的matlab程序实现代码-Based on AIC, BIC criteria for variable selection methods matlab program implementation code
allfitdist
- This scr ipt selects the best fit according to BIC and AIC criterions.
forecast
- AR模型预测算法,使用BIC准则定阶,简单易懂-AR model prediction, using the BIC criteria set order
annlyap
- 最小RMSE神经网络方法计算Lyapunov指数的matlab函数。-This M-file calculates Lyapunov exponents with minimum RMSE neural network. After estimation of network weights and finding network with minimum BIC, derivatives are calculated. Sum of logarithm of QR decomposition
sub_AIC
- matlab程序,用pca分解重构对原始信号进行噪声抑制,利用bic准则进行主分量阶数选择-matlab program, using pca decomposition and reconstruction of the original signal noise suppression, the use of principal component bic guidelines Order Selection
bic_audio_segment
- 基于bic优化准则的,语音信号端点检测。-Bic-based optimization criterion, the voice signal endpoint detection.
arModel_shm
- 自回归模型的阶数确定:包括基于残差、基于AIC和基于BIC这三种确定方法;以及自回归模型参数估计算法。-Since the order of the regression model to determine: including those based on residuals, AIC and BIC determine which method is based on three and self-regression model parameter estimation algorit
X-means
- 对K-means聚类算法的改进X-means算法。针对K值如何设定的问题,利用BIC准则判断聚类点数量。同时附有两个初始聚类点的选择程序,自己选吧。(The improved X-means algorithm for K-means clustering algorithm. In view of the problem of how to set the K value, the number of clustering points is judged by the BIC criteri
