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Start Over Graduate Program Electrical Engineering Committee Member Sencun Zhu

2. Broadband Optical Wireless Communications

open_access
Open Access
Author:
Zhou, Zhou
Title:
Broadband Optical Wireless Communications
Graduate Program:
Electrical Engineering
Keywords:
Optical wireless communications
Power-line communications
Aircraft wireless network
indoor navigation
LED
OFDM
MIMO
File:
Download Zhou_Zhou_PhD_dissertation_-_Broadband_Optical_Wireless_Communications_-_for_submission.pdf
Committee Members:
Mohsen Kavehrad, Dissertation Advisor/Co-Advisor
Mohsen Kavehrad, Committee Chair/Co-Chair
Iam Choon Khoo, Committee Member
John Metzner, Committee Member
Sencun Zhu, Committee Member

3. Semisupervised Active Learning and Group Anomaly Detection with Unknown or Label-Scarce Categories

open_access
Open Access
Author:
Qiu, Zhicong
Title:
Semisupervised Active Learning and Group Anomaly Detection with Unknown or Label-Scarce Categories
Graduate Program:
Electrical Engineering
Keywords:
Active learning (AL)
cross entropy
inductive bias
logistic regression
p-value
rare classes
regularization
semisupervised learning (SL).
Active learning
cross entropy
inductive bias
logistic regression
p-value
rare classes
regularization
semi-supervised learning
group anomaly detection
network intrusion detection
Gaussian mixture model
Bonferroni approximation
File:
Download Comp.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
George Kesidis, Committee Member
Sencun Zhu, Outside Member

4. User Protection in Social Networks using Machine Learning Techniques

open_access
Open Access
Author:
Zhong, Haoti
Title:
User Protection in Social Networks using Machine Learning Techniques
Graduate Program:
Electrical Engineering
Keywords:
Machine Learning
Privacy
Cyberbully
Social Networks
File:
Download User_protection_in_social_networks_using_machine_learning_techniques.pdf
Committee Members:
David Jonathan Miller, Dissertation Advisor/Co-Advisor
Anna Cinzia Squicciarini, Committee Chair/Co-Chair
George Kesidis, Committee Member
Sencun Zhu, Committee Member
Dongwon Lee, Outside Member

5. Reinforcement learning for adaptive cyber defense: Algorithms, analysis and experiments

open_access
Open Access
Author:
Hu, Zhisheng
Title:
Reinforcement learning for adaptive cyber defense: Algorithms, analysis and experiments
Graduate Program:
Electrical Engineering
Keywords:
Reinforcement learning
Adaptive cyber defense
File:
Download Hu_Dissertation.pdf
Committee Members:
Minghui Zhu, Dissertation Advisor/Co-Advisor
Minghui Zhu, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Sencun Zhu, Committee Member
Peng Liu, Outside Member
Kultegin Aydin, Program Head/Chair