This collection contains open access and campus access Masters theses, made possible through Graduate Studies at the University of Massachusetts Boston. The full content of open access theses is available to all, although some files may have embargoes placed on them and will be made available as soon as possible. The full content of campus access theses is only available to those either on the UMass Boston campus or with a UMass Boston campus username and password. Click on the "Off-Campus UMass Boston Users" link on the record page to download Campus Access publications. Those not on campus and those without a UMass Boston campus username and password may gain access to this thesis through resources like Proquest Dissertations & Theses Global or through Interlibrary Loan.

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Theses from 2023

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An Empirical Study of GPU Programming Patterns, Gregory Blike

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Visual Complexity of the Time-Frequency Image Pinpoints the Epileptogenic Zone: An Unsupervised Deep-Learning Tool to Analyze Interictal Intracranial EEG, Sarvagya Gupta

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Prototyping A 3D Reconstruction of Fly Photoreceptors: From Traditional Computer Vision Techniques to 3D Visualization, Kunal Jain

Theses from 2021

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Image Registration With and Without Labeled Mask, Neha Goyal

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Study of Disentangle Latent Representation from The Geometry Perspective, Donghao Li

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Deep Face Recognition and Rejection of Unknown Faces, Aseem Pandita

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EFS: An Efficient, Fast and Scalable Semantic Segmentation Pipeline Using Tensorflow 2, Alexander Zhurkevich

Theses from 2019

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Detection of Diabetic Retinopathy on Google Cloud Platform Using the Inception Framework, Sonica Kalmangi

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Detecting Schizophrenia Through Eye Movement Analysis Using Artificial Neural Networks, Manish R. Mourya

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One Shot Learning for Indoor Navigation, Vikram Venkatesh Gopalan

Theses from 2018

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A Neural Network Model for Classifying Bubble-Based Instructor Evaluations, and an Accompanying Web Portal, Jason Held

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Optimization of Virtual Indoor Environments According to Mood, Michael Solah

Theses from 2017

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Gaze-Contingent Displays for Interactive Text Enhancement, Divya Bajaj

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Efficient Music Genre Classification for Real-Time Recommender Systems, Vyom S. Jhaveri

Theses from 2016

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Filling in the Details: Perceiving from Low Fidelity Images, Farahnaz Ahmed Wick

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Querying Deep Neural Networks with Gradients, Henry Z. Lo

Theses from 2015

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Automatic Detection and Quantification of Bluff Erosion Events in Single Image Series, Martin D. Hellwig

Theses from 2013

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Crater Detection via Genetic Search Methods to Reduce Image Features, Joseph Paul Cohen

Theses from 2012

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Measuring and Modeling Investment Behavior in a Social Network, Alex Dusenbery

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Averaging Projected Stochastic Gradient Descent for Large Scale Square Problem, Yang Mu

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Mining For High Complexity Regions Using Entropy and Box-Counting Dimension Quadtrees, Roseanne Vetro

Theses from 2011

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A Noise-Aware Multiobjective Genetic Algorithm for Probabilistic Traveling Salesperson Problem with Profits (pTSPP), Bingchun Zhu

Theses from 2010

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Data Mining Methodology Development: Classification Case Study on Mars Craters Detection and Visualization Analysis Using Sammon's Mapping, Jue Wang