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Author:

Parija, Tulika

Title:

SAVING COMPUTATIONS BY EARLY INFERENCE TERMINATION

Graduate Program:

Computer Science and Engineering

Keywords:

Deep Neural Network
Convolutional Neural Network

File:

Download MS_Thesis_Tulika_Parija_2018.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Member
John Morgan Sampson, Committee Member

Author:

Krishna, Vinayaka N

Title:

Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform

Graduate Program:

Computer Science

Keywords:

Convolutional Neural Network
DenseNets
ResNet
Deep Learning
Visual Assistance System
Mobile Deep Learning

File:

Download VinayakaKrishna-DissertationFinal4.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Sampson, Committee Member
Bhuvan Urgaonkar, Committee Member

Author:

Chumongkhon, Visanu

Title:

ONLINE CUSTOMER REVIEW ANALYTICS

Graduate Program:

Industrial Engineering

Keywords:

Text Classification
Machine Learning
Sentiment Analysis
Topic Modeling
Online Review Analytics
Support Vector Machine
Convolutional Neural Network
VADER

File:

Download MS_Thesis_Visanu_Chumongkhon.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor

Author:

Shin, Philip

Title:

CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA

Graduate Program:

Computer Science and Engineering

Keywords:

Context-Aware
Object Detection
Deep Learning
Convolutional Neural Network
MVCNN-Wavg
Multi Camera
Distributed System

File:

Download Shin_Philip_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

Author:

Cha, Joonyoung

Title:

SECURITY PATTERN DETECTION IN SOFTWARE CODE USING MACHINE LEARNING ALGORITHMS

Graduate Program:

Cybersecurity Analytics and Operations (MS)

Keywords:

Security Pattern
Software Code
Machine Learning
Security Pattern Detection (SPD)
Convolutional Neural Network
Long Short-Term Memory
Security
vulnerability

File:

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Committee Members:

Jungwoo Ryoo, Thesis Advisor/Co-Advisor
David Joseph Fusco, Committee Member
Mary Beth Rosson, Program Head/Chair
Philip Laplante, Committee Member

Author:

Sessions, Deanna

Title:

Leveraging Data-Science and Convolutional Neural Networks for Active Feedback in Additive Manufacturing Processes for Electromagnetic Component Fabrication

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Additive manufacturing
origami
Machine learning
cross-domain analysis
manifold learning
Convolutional Neural Network

File:

Download SessionsDissertation2021.pdf

Committee Members:

Gregory Huff, Chair & Dissertation Advisor
Ram Narayanan, Major Field Member
Tim Kane, Major Field Member
Michael Hickner, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair
Philip Buskohl, Special Member

Author:

Xu, Fangcao

Title:

Multi-Geometry Atmospheric Correction and Target Spectra Retrieval from Hyperspectral Images via Deep Learning

Graduate Program:

Geography (PHD)

Keywords:

hyperspectral image
Longwave Infrared
Visible and Near Infrared
Atmospheric Correctioin
Target Detection
Deep Learning
Convolutional Neural Network

File:

Download Dissertation_FangcaoXu.pdf

Committee Members:

Douglas Miller, Major Field Member
Guido Cervone, Chair, Minor Member & Dissertation Advisor
Andrew Carleton, Major Field Member
Christelle Wauthier, Outside Unit & Field Member
Brian King, Program Head/Chair