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Author:

Zhang, Lan

Title:

Applying machine learning and NLP techniques to Cyber Security: three selected studies

Graduate Program:

Informatics (PHD)

Keywords:

Malware detection
firmware emulation
deep learning

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Committee Members:

Jeffrey Bardzell, Program Head/Chair
Peng Liu, Chair & Dissertation Advisor
Minghui Zhu, Outside Unit & Field Member
Suhang Wang, Major Field Member
Taegyu Kim, Major Field Member

Author:

Zhang, Kunyan

Title:

Understanding Light-Matter Interactions in Low-Dimensional and Quantum Materials

Graduate Program:

Electrical Engineering (PHD)

Keywords:

2D materials
Optical spectroscopy
Light-matter interaction
Sensing
Weyl semimetals

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Committee Members:

Zhiwen Liu, Major Field Member
Mauricio Terrones, Outside Unit & Field Member
Shengxi Huang, Chair & Dissertation Advisor
Noel Giebink, Major Field Member
Thomas La Porta, Program Head/Chair

Author:

Zhang, Lixiang

Title:

Trustworthy Unsupervised and Supervised Learning

Graduate Program:

Statistics (PHD)

Keywords:

Trustworthy Machine Learning
Clustering Uncertainty Assessment
Multi-view Stability-based Clustering
Enhancing Interpretability of DNN
Robust Surrogate Model for Uncertainty Quantification

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Committee Members:

Lin Lin, Major Field Member & Dissertation Advisor
Jia Li, Chair & Dissertation Advisor
Matthew Reimherr, Major Field Member
Emily Davenport, Outside Unit & Field Member
Ephraim Hanks, Professor in Charge/Director of Graduate Studies

Author:

Zhang, Wenhui

Title:

Studying the Performance and Security Trade-offs in Modern Linux Systems

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Linux
Container
Security

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Committee Members:

Trent Jaeger, Outside Unit & Field Member
Peng Liu, Chair & Dissertation Advisor
Aiping Xiong, Major Field Member
Prasenjit Mitra, Major Field Member
Jeffrey Bardzell, Program Head/Chair

Author:

Zhang, Xu

Title:

the relationship between overexcitability and learning experiences among Chinese adult learners

Graduate Program:

Lifelong Learning and Adult Education (PHD)

Keywords:

overexcitability
the learning experience
OEQII
LEI

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Committee Members:

Nicole Webster, Outside Unit & Minor Member
Craig Campbell, Major Field Member
John Holst, Chair & Dissertation Advisor
Susan Land, Program Head/Chair
Roy Clariana, Outside Field Member

Author:

Zhang, Cheng

Title:

In-situ Evaluation of Asphalt Pavement Modulus with Embedded Wireless Sensors: Data Collection, Processing, and Modeling

Graduate Program:

Civil Engineering (PHD)

Keywords:

Asphalt Pavement
Pavement Condition Evaluation
Embedded Sensor
Wireless MEMS
Empirical Mode Decomposition
Machine Learning
Traffic Speed Estimation
Dynamic Modulus Estimation

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Committee Members:

Linbing Wang, Special Member
Shimin Liu, Outside Unit & Field Member
Hai Huang, Co-Chair & Dissertation Advisor
Mansour Solaimanian, Major Field Member
Shihui Shen, Co-Chair & Dissertation Advisor
Farshad Rajabipour, Program Head/Chair