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Author:

Lanka, Sree Sai

Title:

Extraction and Evaluation of Statistical Features from Social and Behavioral Science Papers

Graduate Program:

Computer Science

Keywords:

text extraction
tokenization
regular expressions
p-values
sample size
reproducibility

File:

Download SreeSaiTeja_MSCS_Thesis.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Sarah Michele Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory

Author:

Pranesh, Raj

Title:

S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval

File:

Download PSU_Thesis_Raj_final_sub.pdf

Committee Members:

Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Satish, Chirag

Title:

Characterizing Object Stores For Serverless Systems

Graduate Program:

Computer Science and Engineering

Keywords:

Serverless systems
Object Stores
Characterization

File:

Download Chirag_Satish_Thesis_Final.pdf

Committee Members:

Aasheesh Kolli, Thesis Advisor/Co-Advisor
Wang-Chien Lee, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Bharadwaj, Skanda

Title:

Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

Graduate Program:

Computer Science and Engineering

Keywords:

motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter

File:

Download Skanda_Master_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Li, Xiang

Title:

Bridging Paired-end RNA-seq reads

Graduate Program:

Computer Science and Engineering

Keywords:

RNA-seq
transcript assembly
de Bruijn graph

File:

Download Final.pdf

Committee Members:

Mingfu Shao, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Paul Medvedev, Committee Member

Author:

Karanam, Kavya Laalasa

Title:

Story Generation Using Intermediate Plot Representation

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Story Summary Block Generation
Natural Language Processing
Deep Learning
Storyline Planning

File:

Download Karanam_KavyaLaalasa_Thesis_2021.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor

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

Author:

Wang, Yuzhang

Title:

Temperature distribution induced by ultrasound wave propagation using physics based deep learning method

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep learning
PINN
tBHTE
temperature map
ultrasound wave propagation
transducers

File:

Download Thesis_MS_2021_Yuzhang_final_Modified.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Zhang, Hong

Title:

Feature Clustering For Recurring Pattern Detection

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
hierarchical clustering method
vanishing point detection
deep feature clustering

File:

Download FinalThesis_HongZhang.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Kumar, Abhijeet

Title:

Deepfake Video Detection in the compressed domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

compressed domain
i frames
deepfake videos detection
convolutional networks

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member