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Start Over Committee Member Chitaranjan Das Committee Member Daniel Kifer

2. Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks

open_access
Open Access
Author:
Kandimalla, Bharath
Title:
Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
text classification
scholarly big data
text mining
attention model
deep neural networks
word embedding
web of science
File:
Download bharath_mscs_final_thesis.pdf
Committee Members:
Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair

3. Automated Programming Frameworks for Analyzing Differential Privacy

open_access
Open Access
Author:
Wang, Yuxin
Title:
Automated Programming Frameworks for Analyzing Differential Privacy
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
differential privacy
program analysis
programming languages
File:
Download main.pdf
Committee Members:
G. Tan, Major Field Member
Danfeng Zhang, Co-Chair & Dissertation Advisor
Daniel Kifer, Co-Chair & Dissertation Advisor
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

4. Service Management: Resource Allocation and Security

open_access
Open Access
Author:
Saghaian Nejad Esfahani, Sayed
Title:
Service Management: Resource Allocation and Security
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Resource Allocation
Security
Mission-oriented Security Model
Service Placement
Clustering Algorithm
Wireless Networks
File:
Download SayedSaghaian_Dissertation.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Thomas La Porta, Co-Chair & Dissertation Advisor
Patrick Mcdaniel, Major Field Member
C Lee Giles, Outside Unit & Field Member
Daniel Kifer, Co-Chair & Dissertation Advisor

5. Laboratory Earthquake Prediction using Deep Learning

open_access
Open Access
Author:
Girkar, Vrushali Sanjay
Title:
Laboratory Earthquake Prediction using Deep Learning
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Machine Learning
Deep Learning
Earthquake Prediction
Time-Series Prediction
Supervised Regression Problem
Automatic Feature Extraction
File:
Download Vrushali_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

6. Automatic Generation of Floorplans using Generative Adversarial Networks

open_access
Open Access
Author:
Galiveeti, Sneha Suhitha
Title:
Automatic Generation of Floorplans using Generative Adversarial Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
GAN
Image Synthesis Problem
Floorplan Generation
File:
Download Sneha_Suhitha_Galiveeti_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor

7. Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response

open_access
Open Access
Author:
Prathipati, Sumedha
Title:
Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
CO2 storage
Site response forecasting
Physics-informed deep learning
Long Short-Term Memory (LSTM)
File:
Download Thesis_Sumedha.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

8. Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation

open_access
Open Access
Author:
Kumar, Vikas
Title:
Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Facial expression recognition
student-teacher network
semisupervised learning
multi-level attention
Facial expression recognition student-teacher network
semisupervised learning multi-level attention
facial expression recognition
unsupervised learning
student teacher network
machine learning
deep learning
GAN
CNN
File:
Download Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member

9. Violation Detection, Extra Information Release and Secure Implementation for Differentially Private Mechanisms

open_access
Open Access
Author:
Ding, Ding
Title:
Violation Detection, Extra Information Release and Secure Implementation for Differentially Private Mechanisms
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
differential privacy
counterexample detection
privacy mechanism
floating-point vulnerability
File:
Download PhD_Dissertation_Ding.pdf
Committee Members:
G. Tan, Major Field Member
Aleksandra Slavkovic, Outside Unit & Field Member
Danfeng Zhang, Co-Chair & Dissertation Advisor
Daniel Kifer, Co-Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair