/ADSN

The paper "Adversarial Dynamic Shapelet Network"

Primary LanguagePython

ADSN

The paper "Adversarial Dynamic Shapelet Network" accepted by Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20).

Code

The code for Adversarial Dynamic Shapelet Networks model.

Dependencies

  • Keras 2.0 and above
  • tensorflow 1.0 and above

Usage

This repository contains a demo of ECGFiveDays in the UCR dataset. The ECGFiveDays dataset is located in UCR_TS_Archive_2015/ECGFiveDays/. You can run the command

python adsn_demo.py

to test the model.