Man pages for TSclust
Time Series Clustering Utilities
| cluster.evaluation | Clustering Evaluation Index Based on Known Ground Truth |
| diss | TSclust Dissimilarity Computation |
| diss.ACF | Autocorrelation-based Dissimilarity |
| diss.AR.LPC.CEPS | Dissimilarity Based on LPC Cepstral Coefficients |
| diss.AR.MAH | Model-based Dissimilarity Proposed by Maharaj (1996, 2000) |
| diss.AR.PIC | Model-based Dissimilarity Measure Proposed by Piccolo (1990) |
| diss.CDM | Compression-based Dissimilarity measure |
| diss.CID | Complexity-Invariant Distance Measure For Time Series |
| diss.COR | Correlation-based Dissimilarity |
| diss.CORT | Dissimilarity Index Combining Temporal Correlation and Raw... |
| diss.DTWARP | Dynamic Time Warping Distance |
| diss.DWT | Dissimilarity for Time Series Based on Wavelet Feature... |
| diss.EUCL | Euclidean Distance |
| diss.FRECHET | Frechet Distance |
| diss.INT.PER | Integrated Periodogram Based Dissimilarity |
| diss.NCD | Normalized Compression Distance |
| diss.PDC | Permutation Distribution Distance |
| diss.PER | Periodogram Based Dissimilarity |
| diss.PRED | Dissimilarity Measure Based on Nonparametric Forecast |
| diss.SPEC.GLK | Dissimilarity based on the Generalized Likelihood Ratio Test |
| diss.SPEC.ISD | Dissimilarity Based on the Integrated Squared Difference... |
| diss.SPEC.LLR | General Spectral Dissimilarity Measure Using Local-Linear... |
| electricity | Hourly Electricity Prices in the Spanish Market |
| interest.rates | Long-Term Interest Rates from 1995 to 2012 |
| loo1nn.cv | Clustering Evaluation Index Based on Leave-one-out... |
| paired.tseries | Pairs of Time Series from Different Domains |
| pvalues.clust | Clustering Algorithm Based on p-values. |
| SAX | Symbolic Aggregate Aproximation related functions |
| synthetic.tseries | Synthetic Time Series for Clustering Performace Comparisons. |
| TSclust-package | Package for Time Series Clustering. |
