Computer Science Theses

 

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Theses/Dissertations from 2025

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RiWiX: Towards Automatic River Water Width Extraction From High Resolution Satellite Images Using Swin Transformer, Fahima Hasan Athina

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A Retrieval Augmented Approach to Improving Accuracy of Biomedical Term Normalization by Large Language Models, Thanh Son Do

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Advancing Mental Disorder Detection: Evaluating Transformer and LSTM-Based Models on Social Media, Khalid Hasan

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Towards Automated Sensor Actuator Mapping for Dynamic Smart Spaces, Fahim Ahmed Irfan

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Efficient Task Scheduling in Cloud Infrastructures Using Dynamic Score-Based Allocation and Deep Q-Learning, Shadman Sakib

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Sparse Transformer for Anomaly Detection in Mobile Crowdsensing, Sanjeev Shrestha

Theses/Dissertations from 2024

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Context Detection With Word Embedding and Emotionally Relevant Keyword Search for Smart Home Environment, Brent Anderson

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Road Extraction on Remote Sensing Imagery: Historical Mapping of the Brazilian Amazon, Jonas Paiva Botelho Jr

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Scene Understanding and Spatial Analysis Using Scene Graph Enhanced by Hall's Proxemics Zones in Smart Homes, Debaleen Das Spandan

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Optimizing Sports Outcome Prediction Through Feature Engineering and Machine Learning, Vitor S. Freitas

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Co-Evolving Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation, Ayesha Siddiqua

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Towards Dynamic Context Detection From Voice Commands and Conversations With Smart Assistants in Smart Homes, Jeniya Sultana

Theses/Dissertations from 2023

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Optimal Cloud Datacenter Selection Using Evolutionary Algorithms, Shusmoy Chowdhury

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An Explainable Deep Learning Prediction Model for Severity of Alzheimer's Disease From Brain Images, Godwin O. Ekuma

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BIMEE: Blockchain Based Incentive Mechanism Considering Endowment Effect, Jayanth Madupalli

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Sensor Relationship Inference in Single Resident Smart Homes Using Time Series, Samuel Nack

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SC-MATRL: Semi-Centralized Multi-Agent Transfer Reinforcement Learning, Ayesha Siddika Nipu

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Evaluation of Different Machine Learning, Deep Learning and Text Processing Techniques for Hate Speech Detection, Nabil Shawkat

Theses/Dissertations from 2022

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Vision-Based Human Fall Detection in Smart Homes, Snigdha Chaudhari

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Speaker Encoding for Zero-Shot Speech Synthesis, Tristin W. Cory

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Enhanced Convolutional Neural Network for Image-Based Steganalysis in Spatial Domain Using Spatial Rich Model and 2d Gabor Filters, Alaaldin Dwaik

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Detecting User Emotions From Audio Conversations With the Smart Assistants, Sunanda Guha

Theses/Dissertations from 2021

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Identification of Chemical Structures and Substructures via Deep Q-Learning and Supervised Learning of FTIR Spectra, Joshua D. Ellis

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MAIDRL: Semi-centralized Multi-Agent Reinforcement Learning using Agent Influence, Anthony Lee Harris

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Video Error Concealment Using Convolutional Neural Network, Shashi Khanal

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Predicting Severity of Traumatic Brain Injury: A Residual Learning Model from Magnetic Resonance Images, Dacosta Yeboah

Theses/Dissertations from 2020

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A Software Source Code Recommendation System for Code Reuse From Private Repositories, Md Mazharul Islam

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Lightweight Deep Learning for Botnet DDoS Detection on IoT Access Networks, Eric A. McCullough

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Cloud Resource Prediction Using Explainable and Cooperative Artificial Neural Networks, Nathan R. Nelson

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Applications of Artificial Intelligence and Graphy Theory to Cyberbullying, Jesse D. Simpson

Theses/Dissertations from 2019

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A Multimodal Approach to Sarcasm Detection on Social Media, Dipto Das

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The Generation of Operational Policy for Cyber-Physical Systems in Smart Homes, Jared Wayne Hall

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Fake Review Detection using Data Mining, Md Forhad Hossain

Theses/Dissertations from 2018

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An Adaptive Memory-Based Reinforcement Learning Controller, Keith August Cissell

Theses/Dissertations from 2017

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Using Virtual Reality to Improve Sitting Balance, Alice Kay Barnes

Theses/Dissertations from 2014

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Efficient Implementation of a UTF-8 String-Processing Library in C, Joshua Paul Durham

Theses/Dissertations from 2013

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An Automated Image Reduction System for Astronomical Data, Lee Lorenzo Hicks

Theses/Dissertations from 2012

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A System to Distinguish Native and Nonnative Written English, Philip Magnus White