IJCNN 2014 Matlab Scripts

This software repository contains some of the Matlab scripts that were used to generate the results in the 2014 IJCNN paper by Ditzler et al [1]. If you use this code in your research, please add the citation below. Email gregory.ditzler@gmail.com for any questions or suggestions.

Dependencies

• Incremental Learning - Add the contents of IncrementalLearning to your matlab path.
• ConceptDriftData - The SEA, elec2 and noaa weather data can be found in in the ConceptDriftData. You will need to create elec2.mat and neweather_rain.mat then add them to your path.
• Misc.: chess data

Citing this work

• Gregory Ditzler, Gail Rosen, and Robi Polikar, "Domain adaptation bounds for multiple expert systems under concept drift," in Proceedings of the International Joint Conference on Neural Networks, 2014, accepted. (pdf)

Word Cloud of the Manuscript