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Author:

Hsieh, Tsung Yu

Title:

Explainable Predictive Modeling and Causal Effect Estimation from Complex Time-varying Data

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Explainable Machine Learning
Time Series Learning
Deep Neural Networks
Attention Networks
Functional Data Analysis
Causal Inference

File:

Download Dissertation-TsungYuHsieh.pdf

Committee Members:

David Miller, Major Field Member
Wang-Chien Lee, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Matthew Reimherr, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

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

Author:

Lu, Hanlin

Title:

Data Reduction for Communication-efficient Machine Learning

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

distributed machine learning
coreset
distributed k-means
quantization
dimensionality reduction
edge-based machine learning

File:

Download Hanlin_Lu_dissertation.pdf

Committee Members:

Vijaykrishnan Narayanan, Major Field Member
Lingzhou Xue, Outside Unit & Field Member
Ting He, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Sefid, Athar

Title:

Automatic Summarization and Slide Generation for Scientific Papers

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Automatic Summarization
Automatic Slide Generation
Text Mining
Machine Learning
Natural Language Processing

File:

Download Athar_Sefid_PhD_Thesis.pdf

Committee Members:

Chris McComb, Outside Unit & Field Member
C Lee Giles, Chair & Dissertation Advisor
Jesse Barlow, Major Field Member
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Author:

Modukuri, Sai Ajay

Title:

Understanding and Predicting Retractions of Published Works

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Reproducibility
Psychology

File:

Download Thesis_retraction_classifier-5.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C. Lee Giles, Thesis Advisor/Co-Advisor
Sarah Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory
Rui Zhang, Committee Member

Author:

De, Asmit

Title:

An Exploration into the Security Viability of RISC-V Systems and Supply Chain

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

RISC-V
Hardware Security
Systems Security
Supply Chain Vulnerability
Memory Corruption Vulnerabillity
Hardware Trojan
System-on-chip

File:

Download Thesis_final_AD.pdf

Committee Members:

Trent Jaeger, Major Field Member
Peng Liu, Outside Unit & Field Member
Swaroop Ghosh, Chair & Dissertation Advisor
John Sampson, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Ramesh, Ranjitha

Title:

DESIGN AND IMPLEMENTATION OF ERASURE CODING IN CASSANDRA

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Erasure Coding
Cassandra
Distributed System
Algorithm

File:

Download Penn_State_University_thesis_class.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor

Author:

George, Rahul

Title:

Building an Event Driven Attack Graph Framework

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Intrusion Detection
Attack Graphs
Program Analysis
Computer Security

File:

Download MS_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Thomas F La Porta, Committee Member

Author:

Naphade, Saniya

Title:

Story Generation using Hierarchical Convolutional Networks

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

story generation
convolutional networks
hierarchical text generation
fusion mechanism

File:

Download SaniyaNaphade_CSE_MastersThesis.pdf

Committee Members:

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

Author:

Fan, Jingyao

Title:

Security and Privacy Support For Smart Grid

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

smart grid
security
privacy
power system

File:

Download JingyaoFan_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yan Li, Major Field Member
Sencun Zhu, Major Field Member
Anna Squicciarini, Outside Unit & Field Member
Guohong Cao, Chair & Dissertation Advisor