Novelty Detection of Machinery Using a Non-parametric Machine Learning Approach / Angola Abreu

The overarching objective of this research is to use machine learning tools to address the design

, this thesis proposes a method and an associated toolbox to utilize machine learning in conjunction with

-critical decisions such as perception for self-driving cars, the machine learning community has been extremely

machine learning model is developed and trained with the data that was collected from the experiment, this

processing and machine learning techniques. Trends in recent studies show increasing interests in the use of

More specifically, in Chapter 2 ultrasonic measurements were combined with a supervised machine-learning

spatiotemporal pattern network (STPN) based machine learning framework to predict the microclimate information

generalization performance of learning models by including unlabeled data, while EL takes advantage of a cluster

functional theory; surface structure; machine learning (Copies available exclusively from MIT Libraries