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The Next Motif

The Next Motif : Tapping into Recurrence Dynamics and Precursor Signals to Forecast Events of Interest

This repository contains code and resources for the The Next Motif project, as described in the paper "The Next Motif: Tapping into Recurrence Dynamics and Precursor Signals to Forecast Events of Interest" AALTD @ ECML/PKDD 2025.

Getting Started

  1. Install dependencies
    • Use requirements.txt or environment.yml to set up the Python environment: 
      pip install -r requirements.txt
# or
conda env create -f environment.yml
  2. Explore Notebooks
    • Notebooks for each case study are in code/casestudy_* folders.
  3. Run Experiments
    • Use scripts and notebooks to train models and analyze motifs.

Reference

If you use this code, please cite the corresponding paper.

License

See LICENSE for details.