Training Data Generation Framework For Machine-Learning Based Classifiers

In this thesis, we propose a new framework for the generation of training data for machine learning techniques used for classification in communications applications. Machine learning-based signal classifiers do not generalize well when training data does not describe the underlying probability dist...

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Bibliographic Details
Main Author: McClintick, Kyle W
Other Authors: Wickramaranthe Thanuka, Committee Member
Format: Others
Published: Digital WPI 2018
Subjects:
Online Access:https://digitalcommons.wpi.edu/etd-theses/1276
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=2269&context=etd-theses