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Author:

Lv, Weining

Title:

DEEP SCENE END TO END OCR TOOL

Graduate Program:

Computer Science and Engineering

Keywords:

deep learning ocr system

File:

Download Master_thesis__final.pdf

Committee Members:

Lee Giles, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Noureldeen, Ali

Title:

Security Study of Ranking Algorithms

Graduate Program:

Computer Science and Engineering

Keywords:

Ranking Algorthims
Machine Learning

File:

Download AliNoureldeen.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Yun, Xingzhao

Title:

RECONSTRUCTION OF ULTRASOUND TOMOGRAPHY FOR CANCER DETECTION USING ADVANCED REGULARIZATION METHODS

Graduate Program:

Computer Science and Engineering

Keywords:

ultrasound tomography
inverse scattering problem
regularization

File:

Download Xingzhao_Yun_Master_thesis.pdf

Committee Members:

Almekkawy Mohamed, Thesis Advisor/Co-Advisor

Author:

Vie, Valentin

Title:

Adversarial Planning

Graduate Program:

Computer Science and Engineering

Keywords:

planning
cybersecurity
Fast Downward
D*
maze
planner
attack
STRIPS
adversarial planning
window heuristic
state space
window

File:

Download Thesis_Adversarial_planning.pdf

Committee Members:

Patrick D. McDaniel, Thesis Advisor/Co-Advisor
Trent R. Jaeger, Committee Member

Author:

Chen, Cheng Kai

Title:

Biomarkers Discovery Using Network Based Anomaly Detection

Graduate Program:

Computer Science and Engineering

Keywords:

Feature Selectionn
Anomaly Detection
Graph Similarity

File:

Download Cheng-Kai_Chen_thesis_final.pdf

Committee Members:

Vasant Honavar, Thesis Advisor/Co-Advisor

Author:

Alvarez, Raquel

Title:

Application Transiency: Towards a Fair Trade of Personal Information for Application Services

Graduate Program:

Computer Science and Engineering

Keywords:

android
privacy
access control

File:

Download final_thesis_submission.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Trent Ray Jaeger, Committee Member

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

Author:

Hakimi, Zeinab

Title:

Collaborative Inference for Distributed Camera System

Graduate Program:

Computer Science and Engineering

Keywords:

Multi View Convolutional Neural Network
Distributed System
Context Awareness
DNN
Object Recognition

File:

Download Thesis_Hakimi.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Bhuvan Urgaonkar, Program Head/Chair

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

Author:

Anderson, Skyler

Title:

Adaptive Neural Network Architectures for Power Aware Inference

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
Power aware inference
convolutional neural networks
semantic segmentation

File:

Download Thesis_Skyler_Anderson.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Kim, Dong

Title:

Sensor Aware Machine Learning For Edge Devices

Graduate Program:

Computer Science and Engineering

Keywords:

convolutional neural network
machine learning
synthetic dataset

File:

Download Chris_Dong_Hyun_Kim_Master_s_Thesis_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kyusun Choi, Committee Member
John Morgan Sampson, Committee Member

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

Author:

Huang, Yongzhe

Title:

Automatic IDL Generation for Privilege Separation

Graduate Program:

Computer Science and Engineering

Keywords:

privilege separation
IDL
program partition

File:

Download Master_Thesis_yongzhe_huang.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Trent Jaeger, Committee Member

Author:

Jain, Aman

Title:

SplitServe: Efficiently splitting complex workloads over IaaS and FaaS

Graduate Program:

Computer Science and Engineering

Keywords:

Public Cloud Computing
Distributed Computing

File:

Download MS_Thesis.pdf

Committee Members:

Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member

Author:

Mahmood, Navid

Title:

APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

Graduate Program:

Computer Science and Engineering

Keywords:

Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning

File:

Download Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee Member

Author:

Hsu, Ting Yao

Title:

AUTOMATED VISUAL STORYTELLING POST-EDITING

Graduate Program:

Computer Science and Engineering

Keywords:

vision-to-language
post-editing
computer vision
natural language processing
deep learning
image captioning

File:

Download Master_Thesis___Automated_Visual_Storytelling_Post_editing.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member

Author:

Sefid, Athar

Title:

Record Linkage Between CiteSeerX and Scholarly Big Datasets

Graduate Program:

Computer Science and Engineering

Keywords:

Entity linking
Record linkage
text mining
data cleaning

File:

Download Athar_Sefid_Master_Thesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Jesse Louis Barlow, Committee Member

Author:

Wong, Joseph

Title:

Smart Home Surveillance System Through Edge Computing

Graduate Program:

Computer Science and Engineering

Keywords:

smart home
edge computing
security
machine learning
deep learning
motion detection
facial recognition
fog computing

File:

Download thesis_grad.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Program Head/Chair

Author:

Clayman, Scott

Title:

Analyzing Pennsylvania’s Economic Resilience Considering Interdependent Infrastructures and Economic Sectors

Graduate Program:

Computer Science and Engineering

Keywords:

economic
disruption
input-output model
inoperability input-output model
multi-regional inoperability input-output model
I-O model
IIM model
MRIIM model
infrastructure
critical infrastructure
economic resilience
economic sectors
industry sectors
bayesian vector autoregression
network
clustering
centrality
components
GDP
forecasting
vulnerability

File:

Download S._Clayman_-_Master_s_Thesis.pdf

Committee Members:

Mohamad Darayi, Thesis Advisor/Co-Advisor
Raghu Sangwan, Committee Member
Satish Mahadevan Srinivasan, Committee Member
Youakim Badr, Committee Member
Colin Neill, Program Head/Chair

Author:

Zafeiroudi, Kyriaki

Title:

Automatic Keyphrase Extraction from Scholarly Documents

Graduate Program:

Computer Science and Engineering

Keywords:

keyphrase extraction
PageRank
word embeddings

File:

Download KDZ_MSThesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Shringarputale, Sushrut Dhawal

Title:

Co-residency attacks on containers are real

Graduate Program:

Computer Science and Engineering

Keywords:

Containers
Orchestrators
Co-residency
Cloud Security

File:

Download Thesis_Title-3.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Thomas F La Porta, Committee Member
Chitaranjan Das, Program Head/Chair