/spatio-temporal-ensemble-deep-learning

Ensemble of deep learning models using Spatio-temporal patterns in data

Primary LanguagePython

Ensemble Deep Learning using Spatio-Temporal Patterns in IoT Data

This is an implementation of this paper:

M. Mohammadi, A. Al-Fuqaha, "Exploiting the Spatio-Temporal Patterns in IoT Data to Establish a Dynamic Ensemble of Distributed Learners," IEEE Access, Vol. PP, No. 99, 2018.

How to use:

  • $ python ensemble_model.py --dataset [electricity|traffic|BLE] [--i]

    • Choose one of datasets electricity, traffic, or BLE to train and evaluate
    • --i force running the individual models to be trained and generate predictions.