Paper

This is the official site for the paper "Automatic Online Multi-source Domain Adaptation" a link.

This paper has been accepted by Information Sciences.

Notes

AOMSDA uses Matlab and it was the original code used for this paper.

All the datasets have been provided in this code except susy and hepass because the limited space.

AOMSDA_Matlab

Automatic Online Multi-source Domain Adaptation

1. Download the code into your computer.

2. Open Matlab. The code was developed using Matlab 2018b, so if you use an older version, you might get some incompability errors.

3. Run the code by 'Main.m' file.

4. Switch the dataset you want by turning on the code 'dm.load***Dataset();'.

Acknowledgement

This work is supported by Ministry of Education, Republic of Singapore, Tier 1 Grant.

Thank you.