R: Change Points Detection with Spectral Clustering

# Change Points Detection with Spectral Clustering

## Documentation for package ‘SpecDetec’ version 1.0.0

- DESCRIPTION file

## Help Pages

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