Description: SOM-BASED TIME SERIES PREDICTION
Training Time Series
Testing Time Series
Local Linear Mapping (LLM)
Vector-Quantized Temporal Associative Memory (VQTAM)
Global RBF (GRBF, download here) and Local RBF (KRBF)
Local AR predictors using data vectors (LARD)
Local AR predictors using weigth vectors (LARW)
- [ppmdCompression] - Prediction by partial matching, or PPM.
- [lyapunov] - The function used to calculate the time
- [tca] - The Temporal Clustering Analysis Based o
- [SolvingSet] - Outlier Detection and Prediction Using S
- [01] - SMS cat test software. Test SMS cats and
- [AnalyzeTCP_WinPcap] - the program is about capturing tcp datas
File list (Check if you may need any files):
SOM_PREDICTION
..............\grbf.m
__MACOSX
........\SOM_PREDICTION
........\..............\._grbf.m
SOM_PREDICTION\krbf.m
__MACOSX\SOM_PREDICTION\._krbf.m
SOM_PREDICTION\lard.m
__MACOSX\SOM_PREDICTION\._lard.m
SOM_PREDICTION\larw.m
__MACOSX\SOM_PREDICTION\._larw.m
SOM_PREDICTION\llm.m
__MACOSX\SOM_PREDICTION\._llm.m
SOM_PREDICTION\test_series_data.dat
__MACOSX\SOM_PREDICTION\._test_series_data.dat
SOM_PREDICTION\train_series_data.dat
__MACOSX\SOM_PREDICTION\._train_series_data.dat
SOM_PREDICTION\vqtam.m
__MACOSX\SOM_PREDICTION\._vqtam.m
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