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Author:

Gao, Yanjun

Title:

Analysis of Text to Identify, Represent and Group Distinct Propositions

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

natural language processing
text analysis
deep learning
computational linguistics
artificial intelligence

File:

Download Yanjun_Thesis__5_.pdf

Committee Members:

Paul Medvedev, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member
Kenneth Huang, Outside Unit & Field Member

Author:

Saghaian Nejad Esfahani, Sayed

Title:

Service Management: Resource Allocation and Security

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Resource Allocation
Security
Mission-oriented Security Model
Service Placement
Clustering Algorithm
Wireless Networks

File:

Download SayedSaghaian_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Thomas La Porta, Co-Chair & Dissertation Advisor
Patrick Mcdaniel, Major Field Member
C Lee Giles, Outside Unit & Field Member
Daniel Kifer, Co-Chair & Dissertation Advisor

Author:

Zare, Maryam

Title:

An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication

File:

Download MaryamZare_Dissertation_Penn_State_University.pdf

Committee Members:

Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Author:

Farhadi, Vaji

Title:

Resource allocation for edge cloud and smart grid

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

DC-QSS
cascading failure
blackouts
preventive control
SCADA
PLCC
Mobile edge computing
workload scheduling
service placement
complexity analysis
algorithm design
Resource Allocation

File:

Download Thesis-VF.pdf

Committee Members:

Thomas La Porta, Co-Chair & Dissertation Advisor
Mort Webster, Outside Unit & Field Member
Ting He, Co-Chair & Dissertation Advisor
Nilanjan Ray Chaudhuri, Major Field Member
Chitaranjan Das, Program Head/Chair

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:

Belbasi, Mahdi

Title:

FPT Aglorithms for NP-complete Graph Problems Parameterized by Treewidth and Tree-depth

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Computer Science
Graph Theory
Tree Decomposition
Algorithm Design
Approximation Algorithms
Hamiltonian Cycle
Dominating Set
Algebraization

File:

Download Mahdi_Belbasi_-_PhD_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Martin Fürer, Chair & Dissertation Advisor
Antonio Blanca, Major Field Member
Jan Reimann, Outside Unit & Field Member
Paul Medvedev, 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