dongkeon/fisvdd_cpp

FISVDD C++ (Fast Incremental Support Vector Data Descrption)

A C++ implementation of FISVDD, AAAI-19

This package contains the implementation of the Fast Incremental Support Vector Data Descrption (FISVDD) method, an algorithm for online training an SVDD model for outlier detection.

This repository is based on the original python implementation FISVDD

Run

./run.sh

Citation

Cite their paper.

@inproceedings{jiang2019fast,
  title={Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel},
  author={Jiang, Hansi and Wang, Haoyu and Hu, Wenhao and Kakde, Deovrat and Chaudhuri, Arin},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={33},
  pages={3991--3998},
  year={2019}
}