Decomposition-Based Approximation of Time Series Data with Max-Error Guarantees.
Boyu RuanWen HuaRuiyuan ZhangXiaofang ZhouPublished in: ADC (2017)
Keyphrases
- error bounds
- approximation error
- relative error
- error tolerance
- quality guarantees
- efficient computation
- approximation guarantees
- closed form
- absolute error
- approximation algorithms
- queueing networks
- minimum error
- squared error
- maximum error
- error analysis
- least squares
- neural network
- optimal solution
- error estimates
- taylor series expansion
- decomposition methods
- decomposition method
- greedy algorithm
- anomaly detection
- high dimensional