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Author:

Pezanowski, Scott

Title:

Artificial Intelligence and Human Intelligence to Derive Meaningful Information on Geographic Movement Described in Text

Graduate Program:

Informatics

Keywords:

geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
artificial intelligence
deep learning
visualization
GIScience
Information Retrieval

File:

Download 20210321_PezanowskiScott-Dissertation_final.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Nick Giacobe, Committee Member
Alan M Mac Eachren, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Akiti, Chandan

Title:

Efficient Few-Shot Learning For Named Entity Recognition

Graduate Program:

Computer Science

Keywords:

Named Entity Recognition
Few-Shot Learning
Zero-Shot Learning
Language Models
Low-Resource Learning
Meta-Learning

File:

Download Thesis_FSL.pdf

Committee Members:

Rui Zhang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member
C Lee Giles, Committee Member

Author:

Zhang, Kaixuan

Title:

A Representation-based Approach to Connect Regular Grammar and Deep Learning

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Deep Leaning
Regular Grammar
Adversarial Machine Learning
Model Extraction
Topological Analysis

File:

Download KZ_thesis.pdf

Committee Members:

C Lee Giles, Chair & Dissertation Advisor
Shomir Wilson, Major Field Member
Daniel Kifer, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Program Head/Chair

Author:

Karishma, Zeba

Title:

Scientific Document Figure Extraction, Clustering and Classification

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

scientific document figures
figure extraction
scientific figures
ACL

File:

Download Zeba_Karishma_Thesis.pdf

Committee Members:

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

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:

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:

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:

Galiveeti, Sneha Suhitha

Title:

Automatic Generation of Floorplans using Generative Adversarial Networks

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

GAN
Image Synthesis Problem
Floorplan Generation

File:

Download Sneha_Suhitha_Galiveeti_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor

Author:

Prathipati, Sumedha

Title:

Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

CO2 storage
Site response forecasting
Physics-informed deep learning
Long Short-Term Memory (LSTM)

File:

Download Thesis_Sumedha.pdf

Committee Members:

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

Author:

Nurani Sundareswara, Soundarya

Title:

Availability of Privacy Policies and Terms of Service Agreements on the Web

Graduate Program:

Computer Science and Engineering

Keywords:

Privacy Policy
Terms of Service
Topic Modeling
Availability
Corpus

File:

Download Masters_Thesis___Soundarya.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Shomir Wilson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Arzoo Katiyar, Committee Member