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Author:

Bardakci, Ibrahim Ekrem

Title:

Approximate Realization of Hidden Markov Models

Graduate Program:

Electrical Engineering

Keywords:

Hidden Markov Model
Approximate Realization
Hankel Matrix
Nuclear Norm

File:

Download ieb_master_thesis.pdf

Committee Members:

Constantino Manuel Lagoa, Thesis Advisor/Co-Advisor

Author:

Osotsi, Ame J

Title:

Event Detection in Twitter Data: A Hidden Markov Model-Based Change Point Algorithm

Graduate Program:

Statistics

Keywords:

Change Point
Hidden Markov Model
Twitter

File:

Download event-detection-twitter.pdf

Committee Members:

Dr Qunhua Li, Thesis Advisor/Co-Advisor
Dr Dave Hunter, Committee Member
Dr John Fricks, Committee Member

Author:

Bray, Brandon A

Title:

Dyadic Interaction Patterns During Infancy and Early Childhood

Graduate Program:

Psychology

Keywords:

dyadic interaction
parenting
dyadic regulation
Hidden Markov Model

File:

Download Brandon_Bray_Thesis_Final_Revised.pdf

Committee Members:

Ginger A Moore, Thesis Advisor/Co-Advisor
Pamela Marie Cole, Committee Member
Jenae Marie Neiderhiser, Committee Member

Author:

Bhattacharya, Chandrachur

Title:

Frontiers in Data-driven Learning via Probabilistic Finite State Automata

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

Data-driven
Machine Learning
Time-series analysis
Combustion Instablity
Thermoacoustic Instability
Pattern Recognition
Reduced Order Modeling
Rijke tube
Probabilisitc Finite State Automata
Symbolic Time Series Analysis
Combustion dynamics
Combustion
Hidden Markov Model
LSTM
Projection PFSA
Chaos
Natural Circulation Loop
Crack detection
Online Learning
Transfer Learning
DDDAS
PFSA
STSA

File:

Download Dissertation_ChandrachurBhattacharya_Final.pdf

Committee Members:

Minghui Zhu, Outside Unit Member
Shashi Phoha, Outside Field Member
Daniel Haworth, Major Field Member
Achintya Mukhopadhyay, Special Member
Asok Ray, Chair & Dissertation Advisor
Daniel Haworth, Professor in Charge/Director of Graduate Studies