Change Points Detection with Spectral Clustering

Documentation for package ‘SpecDetec’ version 1.0.0

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