yangzhou12 / MPDA

Matlab Codes of MPDA

MPDA

Matlab source codes of the Manifold Partition Discriminant Analysis (MPDA) algorithm presented in the paper Manifold Partition Discriminant Analysis.

Usage

Classification with MPDA on the two moon synthetic dataset:

Demo_MPDA.m

Descriptions of the files in this repository

• Demo_MPDA.m provides example usage of MPDA for subspace learning and classification on the synthetic dataset.
• MPDA.m implements the MPDA algorithm.

Citation

If you find our codes helpful, please consider cite the following paper:

@article{
    zhou2017MPDA,
    title={Manifold Partition Discriminant Analysis},
    author={Yang Zhou and Shiliang Sun},
    journal={IEEE Transactions on Cybernetics},
    year={2017},
    volume={47},
    number={4},
    pages={830-840},
    doi={10.1109/TCYB.2016.2529299},
}