NICE-KLMS-QkLMS and transfer learning
An implementation to "Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm" with additional work on blood pressure prediction. For additional detail please connect me on linkedin. The pupose of this work was:
1- Implementation of KLMS, QKLMS, NICE-KLMS, NICE-QKLMS on two time series
2- Effect of transfering on target signal of Lorenz and Macky-glass time series and blood pressure of 60 cases
3- Advantage and disadvantage of transfering
4- How, when and why we can use transfering
5- Using transfer learning in lack of data
6- Using transfer learning for increasing accuracy
7-...