fABBA: A Python library for the fast symbolic approximation of time series.
Xinye ChenStefan GüttelPublished in: J. Open Source Softw. (2024)
Keyphrases
- symbolic representation
- open source
- real valued time series
- programming language
- high level
- open source software
- error bounds
- approximation algorithms
- neural learning
- moving average
- multivariate time series
- approximation error
- object oriented
- stock market
- greedy algorithm
- data sets
- dynamic time warping
- non stationary
- queueing networks
- relative error
- search algorithm
- data structure
- decision trees
- cross platform
- symbolic data
- neural network
- symbolic description
- databases