Matrix Profile Index Approximation for Streaming Time Series.
Maryam ShahcheraghiTrevor CapponSamet OymakEvangelos E. PapalexakisEamonn J. KeoghZachary ZimmermanPhilip BriskPublished in: IEEE BigData (2021)
Keyphrases
- streaming time series
- similarity search
- incremental clustering
- sliding window
- data mining tasks
- data mining algorithms
- index structure
- database
- singular value decomposition
- data sets
- trend analysis
- streaming data
- data mining
- unsupervised learning
- feature space
- training data
- image processing
- feature selection
- information retrieval
- machine learning
- real world
- neural network
- databases