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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:

Clayman, Carly

Title:

RNA Sequencing and Clinical Data Analysis of Multiple Cancer Types on the National Cancer Institute's Genomic Data Commons

Graduate Program:

Engineering Science

Keywords:

RNA Sequencing
Genomic Data Commons
TCGA
Prostate Cancer
Survival Analysis
Boruta Random Forest
Feature Selection
Clustering Analysis
Principal Component Analysis
Clinical Data
RNA-Seq
Cancer
Landmark Genes

File:

Download MS_Thesis_Clayman_2019.pdf

Committee Members:

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

Author:

Gupta, Anchal

Title:

Deep Reinforcement Learning Based Energy-Efficient Heating Controller for Smart Buildings

Graduate Program:

Engineering Science

Keywords:

Deep reinforcement learning
Simulation
Occupant thermal comfort
Heating controller
HVAC

File:

Download Thesis_Final_Report.pdf

Committee Members:

Youakim Badr, Thesis Advisor/Co-Advisor
Ashkan Negahban, Committee Member
Guanghua Qiu, Committee Member
Colin Neill, Program Head/Chair

Author:

Dai, Yang

Title:

Using 2020 U.S. Presidential election to study patterns of user influence, community formation and behaviors on twitter

Graduate Program:

Data Analytics

Keywords:

Twitter
Social Network Analysis
Presidential Election

File:

Download MS_Thesis_Yang_Dai.pdf

Committee Members:

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

Author:

Tsai, Cheng Yi

Title:

Applications of Analytics in Disease Prediction Types

Graduate Program:

Data Analytics (MS)

Keywords:

Landmark Gens
Cancer Types
Disease Type Prediction
Machine Learning
Analytics Model

File:

Download APPLICATIONS_OF_ANALYTICS_IN_DISEASE_PREDICTION_TYPES.pdf

Committee Members:

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

Author:

Garcia, Miguel

Title:

Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army

Graduate Program:

Data Analytics (MS)

Keywords:

Artificial Intelligence
Machine Learning
AI
Deep Learning
Decision Tree
Logistic Regression
Random Forest
XGBoost
Artificial Neural Network
Deep Neural Network
U.S. Army
Military
Attrition
Retention
Person-Event Data Environment
PDE
Department of Defense
DoD
Army Analytics Group
AAG
Naive Bayes
Active Duty
Enlistment
Commissioned Officers
Soldiers
Area Under the Curve
AUC
Data Analytics
Retirement
MEDPROS
PHA
MEPCOM
DTMS
ATMS
ROC Curve
Variable Importance
Preprocessing
Data Quality

File:

Download Insights_on_the_use_of_AI_to_Predict_Retention_of_Career_Soldiers_in_the_US_Army.pdf

Committee Members:

Colin Neill, Program Head/Chair
Partha Mukherjee, Thesis Advisor/Co-Advisor
Guanghua Qiu, Committee Member
Youakim Badr, Thesis Advisor/Co-Advisor

Author:

George, Haruka

Title:

Adaptable Conversational Chatbot Based on Reinforcement Learning

Graduate Program:

Data Analytics (MS)

Keywords:

Reinforcement Learning
Chatbot
Seq2seq
LSTM
Deep Reinforcement Learning
NLP

File:

Login to Download

Committee Members:

Raghu Sangwan, Program Head/Chair
Youakim Badr, Thesis Advisor/Co-Advisor
Adrian Sorin Barb, Committee Member

Author:

Deokuliar, Harsh

Title:

Object detection using drone-based aerial imagery in urban planning and land development projects

Graduate Program:

Data Analytics (MS)

Keywords:

Urban development
Machine Learning
Computer Vision
Object detection
UAV Imagery

File:

Download Harsh_Deokuliar_Thesis.pdf

Committee Members:

Raghu Sangwan, Program Head/Chair
Raghu Sangwan, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Adrian Sorin Barb, Committee Member

Author:

Doppalapudi, Shreyesh

Title:

Relevant Information Extraction and Lexical Simplification of Unstructured Clinical Notes

Graduate Program:

Data Analytics

Keywords:

Natural Language Processing
Relevant Text Extraction
Biomedical Lexical Simplification
Clinical Notes
Multi-Label Classification
Disease Code Classification
Readability Indices
MIMIC-III
Transformer Model
BERT
Health Literacy
Word Embedding

File:

Download Thesis-Shreyesh_Doppalapudi__MS-DAAN_.pdf

Committee Members:

Guanghua Qiu, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Partha Mukherjee, Committee Member
Ashkan Negahban, Committee Member
Colin Neill, Program Head/Chair

Author:

Mungee, Atharva

Title:

Towards a Knowledge Graph Driven Intelligent Tutoring System

Graduate Program:

Data Analytics

Keywords:

Knowledge Graph
Knowledge Graph Development
Chatbots
Intelligent Tutoring Systems
NLU
Natural Language
Knowledge Representation

File:

Download Thesis_Atharva_Mungee.pdf

Committee Members:

Youakim Badr, Thesis Advisor/Co-Advisor
Guanghua Qiu, Committee Member
Raghu Sangwan, Committee Member
Colin Neill, Program Head/Chair