2 papers
cs.LG2020
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations
Thach Le Nguyen, Severin Gsponer, Iulia Ilie +2
The time series classification literature has expanded rapidly over the last decade, with many new classification approaches published each year. Prior research has mostly focused…
cs.LG2018
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains
Thach Le Nguyen, Severin Gsponer, Iulia Ilie +1
The time series classification literature has expanded rapidly over the last decade, with many new classification approaches published each year. The research focus has mostly been…