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Author:

Kashyap, Somesh

Title:

A COMPUTATIONAL FRAMEWORK FOR DISCRIMINATIVE ANALYSIS OF HIGH DIMENSIONAL BIOMEDICAL IMAGE DATA

Graduate Program:

Electrical Engineering

Keywords:

Expression
Machine learning
Plant
3D Face
Age
Brain
Asymmetry
Gender
Computer-Aided Diagnosis
Alzheimer
Pipeline

File:

Download MS_Thesis.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Thesis Advisor/Co-Advisor
David Miller, Thesis Advisor/Co-Advisor

Author:

Garg, Mayank

Title:

BATTERY STATE ESTIMATION AND ANOMALY DETECTION USING MACHINE LEARNING

Graduate Program:

Computer Science and Engineering

Keywords:

Battery SOC estimation
Battery anomaly detection
Machine learning
Supervised Learning
Unsupervised Learning

File:

Download Mayank_Garg_MS_Thesis_CSE.pdf

Committee Members:

Daniel Kifer, Thesis Advisor/Co-Advisor
Vasant Gajanan Honavar, Thesis Advisor/Co-Advisor

Author:

Phul, Saksham

Title:

UNDERSTANDING GROWTH MECHANISM OF COPPER NANOWIRE AND APPLICATION OF MACHINE LEARNING TO CHARACTERIZE SILVER NANOCLUSTERS

Graduate Program:

Chemical Engineering

Keywords:

Nanowire
Machine learning
Molecular Dynamics
Nanotechnology
Nanoclusters
Kinetic
Markov chain
Nanocrystal
Copper
Silver

File:

Download Machine_learning_data.csvDownload thesis_complete_pdf.pdf

Committee Members:

Kristen Fichthorn, Thesis Advisor/Co-Advisor
Ali Borhan, Committee Member
Phillip E Savage, Program Head/Chair
Adrianus C Van Duin, Committee Member

Author:

Shen, Sida

Title:

Sepsis Data Analytics

Graduate Program:

Industrial Engineering

Keywords:

Machine learning
Deep learning
Sepsis
Healthcare
Unsupervised Learning
Data Mining

File:

Download Thesis_Sida_Shen_Final.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Kamesh Madduri, Committee Member

Author:

Tang, Xianfeng

Title:

Modeling Spatiotemporality for Multivariate Time Series in Urban Applications

Graduate Program:

Information Sciences and Technology

Keywords:

Machine learning
Data mining
Time series
Spatial-temporal
Smart city

File:

Download Xianfeng_Tang_MS_Thesis_Final.pdf

Committee Members:

Prasenjit Mitra, Thesis Advisor/Co-Advisor
Suhang Wang, Thesis Advisor/Co-Advisor
Xiang Zhang, Committee Member
Wang-Chien Lee, Committee Member
Mary Beth Rosson, Program Head/Chair

Author:

Joshi, Deeksha

Title:

Transformer based semi-supervised learning for misinformation classification

Graduate Program:

Data Analytics (MS)

Keywords:

Machine learning
Transformers
NLP
Semi-supervised learning
Label Propagation
Label Spreading
DistillBERT
Misinformation Classification

File:

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Committee Members:

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