calculateAffinityMatrix |
Calculate the affinity matrix based on the similarity matrix |
clusterEstimatetNumber |
Estimate the number of possible clusters |
convertToMatrixTimeSeries |
Converts the time series to position and value matrix |
DEVICE1 |
DEVICE1 |
DEVICE2 |
DEVICE2 |
DEVICE3 |
DEVICE3 |
DEVICE4 |
DEVICE4 |
DEVICE5 |
DEVICE5 |
DEVICE6 |
DEVICE6 |
FTIR1 |
FTIR1 |
FTIR2 |
FTIR2 |
FTIR3 |
FTIR3 |
FTIR4 |
FTIR4 |
FTIR5 |
FTIR5 |
FTIR6 |
FTIR6 |
gaussianKernel |
Calculate Gaussian Kernel |
generateEigenvectorMatrix |
Calculate the eigenvector of the affinity matrix |
generateSimilarityMatrix |
Calculate Similarity Matrix |
getClusterFact |
Get the Factor of the cluster position in relation to the matrix of eigenvectors |
getClusterProd |
Get the Product of the cluster position in relation to the matrix of eigenvectors |
getSpectralClusters |
Clustering with the smallest eigenvectors from eigenvector Matrix |
Spec |
Calculate change points with spectral cluster |