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Author:

Li, Weiling

Title:

APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION

Graduate Program:

Computer Science and Engineering

Keywords:

data mining
clustering
entity resolution
crowdsourcing
polymorphic HERV-K
human genome variation

File:

Download Weiling_Li-Dissertation-v1.pdf

Committee Members:

Raj Acharya, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
Wang-Chien Lee, Committee Member
Mary Poss, Outside Member

Author:

Iyengar, Anirudh Srikant

Title:

ENERGY-EFFICIENT AND SECURE DESIGNS OF SPINTRONIC MEMORY: TECHNIQUES AND APPLICATIONS

Graduate Program:

Computer Science and Engineering

Keywords:

Spintronics
Security
Camouflaging
PUF
NVFF
Secrecy and Privacy
Modeling

File:

Download Anirudh_dissertation_final.pdf

Committee Members:

Swaroop Ghosh, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Trent Ray Jaeger, Committee Member
Swaroop Ghosh, Committee Member
Saptarshi Das, Outside Member

Author:

Sharma, Chetan

Title:

Design And Implementation Of A Cost-Effective Linearizable Geo-Distributed Key-Value Store Combining Replication And Erasure Coding

Graduate Program:

Computer Science and Engineering

Keywords:

consistency
geo-distributed
cost-effective
cloud
erasure coding

File:

Download PSUThesis__16_.pdf

Committee Members:

Dr. Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor

Author:

Sridhar, Srikumar

Title:

Testbed Design For Evaluation Of Active Cyber Defense Systems

Graduate Program:

Computer Science and Engineering

Keywords:

Moving Target Defense
Container Migration
Intrusion Detection

File:

Download Srikumar_Sridhar.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Gang Tan, Committee Member

Author:

Sun, Yanbo

Title:

An Experimental Analysis of Predictive Coding Based On Artificial Neural Networks for Image Decoding

Graduate Program:

Computer Science and Engineering

Keywords:

Artificial Neural Network
Image Decoding
Predictive Coding
Spatial Redundancies

File:

Download Yanbo_Sun_Thesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member

Author:

Geng, Yeli

Title:

Energy-efficient Computation Offloading in Wireless Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Energy consumption
Cellular phones
Computation offloading
Wireless communication.
Wireless communication

File:

Download thesis.pdf

Committee Members:

Guohong Cao, Dissertation Advisor/Co-Advisor
Guohong Cao, Committee Chair/Co-Chair
George Kesidis, Committee Member
Sencun Zhu, Committee Member
Zhen Lei, Outside Member

Author:

Funk, Christopher A

Title:

On a Computation Model for Human and Machine Symmetry Perception

Graduate Program:

Computer Science and Engineering

Keywords:

Symmetry
Deep Learning
Convolutional Neural Networks
Machine Learning
Wallpaper Groups
Topology Comparison
EEG

File:

Download ChristopherFunk-Dissertation.pdf

Committee Members:

Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert Collins, Committee Member
William Evan Higgins, Committee Member
David T Reitter, Outside Member

Author:

Sun, Chen

Title:

Scalable and Accurate Algorithms for Search in Genomic Big Data and Analysis of Genetic Variants

Graduate Program:

Computer Science and Engineering

Keywords:

Algorithm
Big Data
Database
Genomics
Probabilistic Data Structures
Data Mining
Parallel Computing
Bioinformatics
Genetic Variants
SNP
Computational Biology

File:

Download ChenSun_dissertation_v0830.pdf

Committee Members:

Paul Medvedev, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Kamesh Madduri, Committee Member
Michael Degiorgio, Outside Member

Author:

Rengasamy, Vasudevan

Title:

Engineering high performance workflows for end-to-end acceleration of genomic applications

Graduate Program:

Computer Science and Engineering

Keywords:

Variant detection
Metagenome assembly
Word2Vec
High performance computing

File:

Download vasudevan-dissertation.pdf

Committee Members:

Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Paul Medvedev, Committee Member
Santhosh Girirajan, Outside Member
Wang-Chien Lee, Committee Member

Author:

Lin, Yu San

Title:

Machine-Learning-Based Approaches for Learning Marketing Strategies

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
deep learning
probabilistic generative model
marketing
crowdfunding
menu design
competition
word worth
reward
kickstarter

File:

Download yusan-Dissertation_v3.pdf

Committee Members:

Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Member
Sencun Zhu, Committee Member
Wang-Chien Lee, Committee Member
Mary Beth Rosson, Outside Member
Wang-Chien Lee, Committee Chair/Co-Chair