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Start Over Committee Member David Jonathan Miller Keyword support vector machines

3. Sequential Machine Learning for Decision-Making in Mechanical Systems

open_access
Open Access
Author:
Ghalyan, Najah
Title:
Sequential Machine Learning for Decision-Making in Mechanical Systems
Graduate Program:
Mechanical Engineering
Keywords:
symbolic dynamics
Hidden Markov Models
ergodicity
measure-preserving transformations
image classification
fatigue damage
thermoacoustic instabilities
probabilistic finite state automata
time series
bag-of-words
support vector machines
generating partition
quantization
lossy source coding
sliding block source coding
clustering
dynamic programming
Viterbi algorithm
anomaly detection
change point detection
transient change detection
quickest change detection
data-driven modeling
File:
Download PhD_Dissertation_Najah_Ghalyan.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Eric Russell Marsh, Committee Member
Alok Sinha, Committee Member
David Jonathan Miller, Outside Member
William Kenneth Jenkins, Outside Member
Shashi Phoha, Outside Member
Daniel Connell Haworth, Program Head/Chair