Time Series Synthesis Using the Matrix Profile for Anonymization.
Audrey DerChin-Chia Michael YehYan ZhengJunpeng WangHuiyuan ChenZhongfang ZhuangLiang WangWei ZhangEamonn J. KeoghPublished in: BigData (2023)
Keyphrases
- privacy preserving
- non stationary
- information loss
- singular value decomposition
- user profiles
- dynamic time warping
- privacy protection
- program synthesis
- stock market
- differential privacy
- data anonymization
- neural network
- functional programs
- subsequence matching
- multivariate time series
- singular values
- privacy preservation
- covariance matrix
- dimensionality reduction
- similarity measure