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Start Over Graduate Program Computer Science and Engineering Year 2019

4. EXTRACTING BETTER PERFORMANCE FROM THE PARALLELISM OFFERED BY SSDS

open_access
Open Access
Author:
Elyasi, Nima
Title:
EXTRACTING BETTER PERFORMANCE FROM THE PARALLELISM OFFERED BY SSDS
Graduate Program:
Computer Science and Engineering
Keywords:
Solid State Drive (SSD)
Scheduling
Data Replication
Tail Latency
Parallelism
Performance
File:
Download Nima_Thesis.pdf
Committee Members:
Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Qian Wang, Outside Member
Changho Choi, Special Member

5. SINGLING-OUT VS. BLENDING-IN: OUTLIER DETECTION AND DIFFERENTIAL PRIVACY IN DATA

open_access
Open Access
Author:
Kuo, Yu Hsuan
Title:
SINGLING-OUT VS. BLENDING-IN: OUTLIER DETECTION AND DIFFERENTIAL PRIVACY IN DATA
Graduate Program:
Computer Science and Engineering
Keywords:
outlier detection
outlier explanation
differential privacy
File:
Download PSU_dissertation_kuo.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Wang-Chien Lee, Committee Member
Zhenhui Li, Outside Member

7. Temporal and Structural Machine Learning from Transportation Data

open_access
Open Access
Author:
Zhan, Hongyuan
Title:
Temporal and Structural Machine Learning from Transportation Data
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
time series prediction
optimization
intelligent transportation
structural learning
File:
Download HyZhanDissertation.pdf
Committee Members:
Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Wang-Chien Lee, Committee Member
Necdet S Aybat, Outside Member
Kesheng Wu, Special Member
Xiaoye Sherry Li, Special Member
Gabriel Gomes, Special Member

10. Automated IoT Security and Privacy Analysis

open_access
Open Access
Author:
Celik, Zeynel Berkay
Title:
Automated IoT Security and Privacy Analysis
Graduate Program:
Computer Science and Engineering
Keywords:
IoT security and privacy
program analysis
security
privacy
File:
Download Automated_IoT_Security_and_Privacy_Analysis.pdf
Committee Members:
Patrick McDaniel, Dissertation Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Chair/Co-Chair
Thomas F. La Porta, Committee Member
Gang Tan, Committee Member
David Reitter, Outside Member
A. Selcuk Uluagac, Special Member

11. ON IMPROVING THE UTILITY FOR DATA ANALYSES UNDER DIFFERENTIAL PRIVACY

open_access
Open Access
Author:
Wang, Yue
Title:
ON IMPROVING THE UTILITY FOR DATA ANALYSES UNDER DIFFERENTIAL PRIVACY
Graduate Program:
Computer Science and Engineering
Keywords:
Differential privacy
statistical data analyses
File:
Download YueWang-Dissertation.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Sencun Zhu, Committee Member
Aleksandra B Slavkovic, Outside Member

12. Maritime Navigation and Contact Avoidance through Reinforcement Learning

open_access
Open Access
Author:
Davis, Steven
Title:
Maritime Navigation and Contact Avoidance through Reinforcement Learning
Graduate Program:
Computer Science and Engineering
Keywords:
reinforcement learning
machine learning
maritime
unmanned underwater vehicle
autonomous underwater vehicle
q learning
navigation
autonomous
File:
Download Davis_MS_Thesis_Final.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Phillip Sustersic, Jr., Thesis Advisor/Co-Advisor

14. CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA

open_access
Open Access
Author:
Shin, Philip
Title:
CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA
Graduate Program:
Computer Science and Engineering
Keywords:
Context-Aware
Object Detection
Deep Learning
Convolutional Neural Network
MVCNN-Wavg
Multi Camera
Distributed System
File:
Download Shin_Philip_Thesis.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

17. CHARACTERIZING AND OPTIMIZING ON-CHIP SHARED MEMORY RESOURCES USING MARKET-DRIVEN MECHANISMS

open_access
Open Access
Author:
Shah, Shail Paragbhai
Title:
CHARACTERIZING AND OPTIMIZING ON-CHIP SHARED MEMORY RESOURCES USING MARKET-DRIVEN MECHANISMS
Graduate Program:
Computer Science and Engineering
Keywords:
Resource Allocation
last level caches
characterization
memory bandwidth
auction mechanism
game theory
File:
Download Shail_thesis.pdf
Committee Members:
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

19. Robust Text Spotting in Natural Images with Deep Neural Networks

open_access
Open Access
Author:
Yang, Xiao
Title:
Robust Text Spotting in Natural Images with Deep Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Text Spotting
Text Recognition
Deep Learning
Computer Vision
Text Detection
File:
Download XiaoYang_Dissertation.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Robert Collins, Committee Member
Zihan Zhou, Outside Member

20. Entity Resolution for Large-Scale Databases

open_access
Open Access
Author:
Kim, Kunho
Title:
Entity Resolution for Large-Scale Databases
Graduate Program:
Computer Science and Engineering
Keywords:
Entity Resolution
Author Name Disambiguation
Record Linkage
Pairwise Classification
Clustering
File:
Download Scalable_Entity_Resolution_for_Scholarly_Databases__5_.pdf
Committee Members:
Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Rebecca Jane Passonneau, Committee Member
Guido Cervone, Outside Member