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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

Author:

Wang, Hang

Title:

Parsimonious Model Selection Based on Bayesian Information Criterion and a Mixture-based Hybrid Model on Image Classification

Graduate Program:

Electrical Engineering

Keywords:

Mixture Model
Transfer Learning
CNN

File:

Download thesis_Hang_Wang.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Member

Author:

Gopalakrishnan, Anand

Title:

Neural Temporal Models for Human Motion Prediction

Graduate Program:

Electrical Engineering

Keywords:

Motion Prediction
Recurrent Neural Networks
Deep Learning
Motion Synthesis
Human Motion Evaluation

File:

Download Anand_masters_thesis_eTD_final_version.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
Clyde Lee Giles, Thesis Advisor/Co-Advisor
Minghui Zhu, Committee Member

Author:

Ambati, Rajeev Bhatt

Title:

ABSTRACTIVE TEXT SUMMARIZATION BY HIGHLIGHTING

Graduate Program:

Electrical Engineering

Keywords:

text summarization
summarization
natural language processing
deeplearning
memory augmented neural network
abstractive summarization
extractive summarization
sequence modelling
seq2seq

File:

Download MS_Thesis_Final.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Committee Member
Victor P Pasko, Committee Member

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