Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description

Ruixuan Yan, Tengfei Ma, Achille Fokoue +2

Most existing Time series classification (TSC) models lack interpretability and are difficult to inspect. Interpretable machine learning models can aid in discovering patterns in d…