Time-to-Pattern: Information-Theoretic Unsupervised Learning for Scalable Time Series Summarization

Alireza Ghods, Trong Nghia Hoang, Diane Cook

Data summarization is the process of generating interpretable and representative subsets from a dataset. Existing time series summarization approaches often search for recurring su…