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Author:

Xin, Yanan

Title:

Mobility-Based Anomaly Detection

Graduate Program:

Geography

Keywords:

Mobility Analysis
Anomaly Detection
Spatial Data Mining
Deep Learning
Machine Learning

File:

Download Doctoral_Dissertation_Xin.pdf

Committee Members:

Alan M Mac Eachren, Dissertation Advisor/Co-Advisor
Alan M Mac Eachren, Committee Chair/Co-Chair
Manzhu Yu, Committee Member
Justine Blanford, Committee Member
Xiaolong (Luke) Zhang, Outside Member
Cynthia Ann Brewer, Program Head/Chair

Author:

Navagato, Marc Dominic

Title:

Defect Identification in Dielectric and Composite Materials Using Noise-Based Microwave Nondestructive Testing Techniques

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Nondestructive Testing
Microwave Testing
Neural Networks
Dimensionality Reduction
Noise Radar
Noise Waveforms
Microwave Nondestructive Testing
Stacked Autoencoders
Anomaly Detection

File:

Download PhD_Dissertation_Navagato.pdf

Committee Members:

Michael Lanagan, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
David Jenkins, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Chen, Xiangyi

Title:

MODEL-BASED AND DATA-DRIVEN ANOMALY DETECTION AND FAULT ACCOMMODATION OF NUCLEAR POWER PLANTS

Graduate Program:

Nuclear Engineering (PHD)

Keywords:

Nuclear Power Plants
Anomaly Detection
Fault Accommodation
Probabilistic Finite State Automaton
Reinforcement Learning

File:

Download DissertationXiangyiChen.pdf

Committee Members:

William Walters, Major Field Member
Fan-Bill Cheung, Major Field Member
Fan Zhang, Special Member
Nilanjan Ray Chaudhuri, Outside Unit & Field Member
Asok Ray, Chair & Dissertation Advisor
Arthur Thompson Motta, Professor in Charge/Director of Graduate Studies