This is the official site for the paper "Automatic Online Multi-source Domain Adaptation" a link.
This paper has been accepted by Information Sciences.
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.
Automatic Online Multi-source Domain Adaptation
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Download the code into your computer.
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Open Matlab. The code was developed using Matlab 2018b, so if you use an older version, you might get some incompability errors.
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Run the code by 'Main.m' file.
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Switch the dataset you want by turning on the code 'dm.load***Dataset();'.
This work is supported by Ministry of Education, Republic of Singapore, Tier 1 Grant.
Thank you.