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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:

Angadi, Manoj Kumar

Title:

DESIGN AND IMPLEMENTATION OF A MULTI-STAGE PIPELINE FOR LARGE SCALE EXTRACTING, CLUSTERING AND INGESTION OF ACADEMIC DOCUMENTS FOR CITESEERX

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

CiteSeer
Extraction
Clustering
Ingestion
LSH
BM25
NGX
Elasticsearch
Python
Pipeline
EIS
Citation
index
PDF
Document
Server

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, 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

Author:

Keesara, Sai Raghav

Title:

Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX

Graduate Program:

Computer Science and Engineering

Keywords:

Information Retrieval
Information Extraction
Digital Libraries
Search Engine
Scalability
Academic Libraries
Elasticsearch

File:

Download Keesara_Thesis_May2021.pdf

Committee Members:

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

Author:

Menon, Arjun

Title:

Large Scale Author Name Disambiguation in Scholarly Databases

Graduate Program:

Computer Science

Keywords:

Author Name Disambiguation
Machine Learning
Scholarly Database
Clustering
Distributed System

File:

Download Arjun_Menon_MS_Thesis.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Nivargi, Rajal

Title:

An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Reproducibility
Replication
Social and Behavioral Sciences

File:

Download Thesis_RajalNivargi_Final.pdf

Committee Members:

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

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:

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:

Sarma, Anup

Title:

Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Learning
Computer Architecture
Main Memory
CNN and RNN-LSTM
Inference and Training
Sparsity
Performance and Energy Efficiency

File:

Download Dissertation_copy_Final2.pdf

Committee Members:

Vijaykrishnan Narayanan, Major Field Member
C Lee Giles, Outside Unit & Field Member
Asit K Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Kandemir, Dissertation Co-Advisor
Chitaranjan Das, Chair & Co-Dissertation Advisr