ADLPlus-DEVDANPlus
Modified version of ADL and DEVDAN: Implement multiple node growing scenario and synapses pruning
This code is the implementation of our ICDMW 2019 AML Workshop paper titled: Autonomous Deep Learning: Incremental Learning of Deep Neural Networks for Evolving Data Streams
Paper can be downloaded here: https://ieeexplore.ieee.org/abstract/document/8955598/
We extend ADL and DEVDAN by introducing multiple node growing and synapses pruning. Datasets can be downloaded here: https://drive.google.com/open?id=1AG7u4-QSlNFAa9D4LiE7cvr-AXpu0L3z
If you use this material, please cite:
@inproceedings{ashfahani2019autonomous,
title={Autonomous Deep Learning: Incremental Learning of Deep Neural Networks for Evolving Data Streams},
author={Ashfahani, Andri},
booktitle={2019 International Conference on Data Mining Workshops (ICDMW)},
pages={83--90},
year={2019},
organization={IEEE}
}