Jackknife PARAFAC, 用在多维线性分解.
PARAFAC 技术资料
PARAFAC,即平行因子分析,是一种强大的多维数据分析工具,在信号处理、化学计量学及图像识别等领域展现出了卓越的应用价值。通过分解复杂数据集为更简单的成分,PARAFAC能够帮助工程师们深入理解系统内部结构与特性,实现高效的数据压缩与特征提取。掌握PARAFAC技术不仅能够提升…
多维数据分析,有nPLS,PARAFAC,TURKER等
PARAFAC Based Blind Estimation Of Possibly Under-determined Convolutive MIMO Systems
根据平行因子(PARAFAC)模型,研究DS-CDMA盲多用户检测算法。将直接三线性分解算法(DTLD)与三线性交替最小二乘(TALS)算法结合,提出一种新的DTALS-PARAFAC盲接收机,解决了三线性交替最小二乘(TALS)算法中因为初始值估计不当引起的…
The function conload takes a dataset and a model (PCA, PLS, PARAFAC etc.) and calculates congruence loadings which is the extensio…
Tucker, PARAFAC, GRAM, RAFA and misc. 2nd order models with a test data set (old version now covered
Tucker, PARAFAC, GRAM, RAFA and misc. 2nd order models with a test data set (old version now covered by the N-way Toolbox)