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Start Over Graduate Program Electrical Engineering Keyword Machine Learning

3. Pattern Discovery from Unstructured and Scarcely Labeled Text Corpora

open_access
Open Access
Author:
Soleimani Bajestani, Hossein
Title:
Pattern Discovery from Unstructured and Scarcely Labeled Text Corpora
Graduate Program:
Electrical Engineering
Keywords:
Machine Learning
Topic Models
Anomaly Detection
Semi-supervised Learning
Text Modeling
Credit Attribution
File:
Download Hossein-Dissertation.pdf
Committee Members:
David J. Miller, Dissertation Advisor/Co-Advisor
David J. Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
Vishal Monga, Committee Member
C. Lee Giles, Outside Member
David Russell Hunter, Outside Member

5. Radio Frequency Fingerprinting Devices in Indoor Environments via Vector Sensing and Machine Learning

open_access
Open Access
Author:
Hall, Donald L
Title:
Radio Frequency Fingerprinting Devices in Indoor Environments via Vector Sensing and Machine Learning
Graduate Program:
Electrical Engineering
Keywords:
Emitter Localization
Emitter Identification
Machine Learning
Vector Sensing
Radio Frequency Fingerprinting
Indoor Environment
File:
Download Donald_Hall-MS_Thesis.pdf
Committee Members:
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
David Marion Jenkins Jr., Committee Member
Erik Henry Lenzing, Committee Member

6. 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

7. Informed Learning for Image Restoration and Understanding

open_access
Open Access
Author:
Tofighi, Mohammad
Title:
Informed Learning for Image Restoration and Understanding
Graduate Program:
Electrical Engineering
Keywords:
Machine Learning
Cell Detection
Image Processing
Image Deblurring
Deep Learning
Video Deblurring
File:
Download Tofighi_Dissertation.pdf
Committee Members:
Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Jeffrey Louis Schiano, Committee Member
Leonid V Berlyand, Outside Member
Kultegin Aydin, Program Head/Chair

8. Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.

open_access
Open Access
Author:
Durairaj, Deepit Abhishek
Title:
Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.
Graduate Program:
Electrical Engineering
Keywords:
Spectral Unmixing
Machine Learning
Autoencoders
Unsupervised Learning
Photoacoustic Imaging
File:
Download Deepit_Durairaj_Thesis.pdf
Committee Members:
Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Sri-Rajasekhar Kothapalli, Program Head/Chair

9. Domain Enriched Learning for Brain Image Analysis

open_access
Open Access
Author:
Cherukuri, Venkateswara Rao
Title:
Domain Enriched Learning for Brain Image Analysis
Graduate Program:
Electrical Engineering
Keywords:
Brain Imaging
MRI
CT
Machine Learning
Deep Learning
Priors
File:
Download venkat_thesis.pdf
Committee Members:
Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Member
Nanyin Zhang, Committee Member
Jesse Louis Barlow, Outside Member
Steven Schiff, Dissertation Advisor/Co-Advisor
Steven Schiff, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair