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Computer Science Master’s Theses

Theses/dissertations from 2024 2024.

TASK-SPECIFIC EXPLAINABILITY OF GRAPH NEURAL NETWORKS TO IMPROVE MODEL PERFORMANCE USING FUNCTIONAL AND STRUCTURAL SIMILARITY OF NEURONS , Barkin Cavdaroglu

A Study of Social Anxiety in Extended Reality Environments , Abdul Hadi Debs

Towards Machine Proficiency With Semantic Underspecification , Zachary S. Gottesman

Echo: The 2.5D Bridge Between the 2D and 3D Virtual Reality Space , Emilie Nicole Hopkinson

Enhancing Terrain Creation in Unity With a Hybrid Modular Tool: Integrating Procedural Generation and Manual Input for Optimized Design Flexibility and Efficiency , Kewen Huang

Latent Auto-recursive Composition Engine , Yenkai Huang

Poster, Performed: Understanding Public Opinions of Authorship in Generative Artificial Intelligence Models via Analogy , Wylie Z. Kasai

PERSONALITY (O.C.E.A.N) DRIVEN DATA AUGMENTATION FOR POST-TRIAL INTERVIEWS IN A THREE-ARM CHRONIC BACK PAIN RANDOMIZED CLINICAL TRIAL , Kamakshi Moparthi

IMPACT OF SIMILARITIES IN GENDER AND PHYSICAL APPEARANCE BETWEEN USER AND EMBODIED CONVERSATIONAL AGENTS ON TRUSTWORTHINESS, EMPATHY, AND SERVICE EVALUATION , Sookyoung Park

CAPTURING AND PROCESSING DYNAMIC HOLISTIC SCENE FOR ENHANCED VISION , Ziyuan Qu

Embodied Visions: Interactive Installations That Reimagine Bodily Presence in Digital Imaging Apparatuses as Shadows , Yunzi Shi

(Meta-)Physical Artworks: Digital augmentation in art observation , Macy A. Toppan

Thematic Synthesis: Rethinking Generative Music with Compositional Understanding in Game and Software Development , Jasper Moore Tucker

Automated Cinematographer for VR Viewing Experiences , Zihan Wu

DEEP SCREENS: A PIPELINE FOR TRANSFORMING POSE ESTIMATION IN FILM INTO 3D CHARACTER ANIMATIONS , Yaming Xu

Theses/Dissertations from 2023 2023

AnatoView: Using interactive 3D visualizations with augmented reality support for laypersons’ medical education in informed consent processes , Michelle Chen

Simulating incompressible thin-film fluid with a Moving Eulerian-Lagrangian Particle method , Yitong Deng

Underwater Robot Path Planning in an Intermittent Communication System , Hunter Gallant

A Platform for in-Situ Creation of Markerless, Location-Based Augmented Reality Content , Brett Kidman

Expressive mARks: Art in the Age of Augmented REality , Carson G. Levine

HRMobile: A lightweight, local architecture for heart rate measurement , Sam Morton and Sam Morton

Sprout: Using a Garden Metaphor to Visualize and Support Customizable and Collaborative Health Tracking , Pape Sow Traoré

An Interactive System for Generating Music from Moving Images , Hanlin Wang

Energy-Aware Path Planning for Fixed-Wing Seaplane UAVs , Benjamin Atkinson Wolsieffer

Beyond News Values on Twitter: Predicting Factors That Drive User Engagement in News , Zhiyan Zhong

Triple Helix: AI-Artist-Audience collaboration in a performative art experience , Xuedan Zou

Theses/Dissertations from 2022 2022

The Behaviors of BERT Attention Heads in Stereotype Detection , Joseph H. Hajjar

Automated Filament Inking for Multi-color FFF 3D Printing , Eammon Littler

Temporally Sliced Photon Primitives for Volumetric Time-of-flight Rendering , Yang Liu

SPLICEcube Architecture: An Extensible Wi-Fi Monitoring Architecture for Smart-Home Networks , Namya Malik

A bidirectional formulation for Walk on Spheres , Yang Qi

Intelligent Voice Guidance in VR: Understanding the Value of NLP in Virtual Environments , Zhiyu Xiao

A Machine-Verified Proof of Linearizability for a Queue Algorithm , Ugur Yavuz

Theses/Dissertations from 2021 2021

FINDING RELATIONSHIPS BETWEEN RENAMED AND REORDERED PROGRAMS , Le Chang

HETEROGENEOUS GRAPH-BASED USER-SPECIFIC REVIEW HELPFULNESS PREDICTION , Dongkai Chen

Line sampling in participating media , Hsu Cheng

A Multi-Resolution Graph Convolution Network for Contiguous Epitope Prediction , Lisa Oh

Learning and Simulation Algorithms for Constraint Physical Systems , Shuqi Yang

DESIGN, MODELING, AND CONTROL OF SOFT DYNAMIC SYSTEMS , Yaorui Zhang

Theses/Dissertations from 2018 2018

AfterImage: Collecting and Replaying Geospatial Memory , Hyun Ji Seong

Customizing Indoor Wireless Coverage via 3D-Fabricated Reflectors , Xi Xiong

Theses/Dissertations from 2017 2017

ActivityAware: Wearable System for Real-Time Physical Activity Monitoring among the Elderly , George G. Boateng

Chinese Font Style Transfer with Neural Network , Xue Hanyu

A Digital Practice Tool for Chemical Resonance , Kimball Jaclyn

Theses/Dissertations from 2015 2015

mCollector: Sensor-enabled health-data collection system for rural areas in the developing world , Rima Narayana Murthy

FrameShift: Shift Your Attention, Shift the Story , Tim Tregubov and Rukmini Goswami

Theses/Dissertations from 2014 2014

Cutting Wi-Fi Scan Tax for Smart Devices , Tianxing Li

Theses/Dissertations from 2012 2012

Constructing Simplicial Complexes over Topological Spaces , Milka N. Doktorova

Abortable Reader-Writer Locks are No More Complex Than Abortable Mutex Locks , Zhiyu Liu

Exposing Privacy Concerns in mHealth Data Sharing , Aarathi Prasad

Theses/Dissertations from 2011 2011

Screen Capture for Sensitive Systems , Joseph A. Cooley

Autoscopy Jr.: Intrusion Detection for Embedded Control Systems , Jason O. Reeves

The Good, the Bad, and the Actively Verified , John Williamson

Theses/Dissertations from 2010 2010

Out of the Depths: Image Statistics of Space, Water, and the Minuscule World , Nimit S. Dhulekar

Predictive YASIR: High Security with Lower Latency in Legacy SCADA , Rouslan V. Solomakhin

Numerical methods for fMRI data analysis , Geethmala Sridaran

Theses/Dissertations from 2009 2009

Surface Reconstruction through Time , LeeAnn T. Brash

Autoscopy: Detecting Pattern-Searching Rootkits via Control Flow Tracing , Ashwin Ramaswamy

Activity-Aware Electrocardiogram-based Passive Ongoing Biometric Verification , Janani C. Sriram

Theses/Dissertations from 2007 2007

Exploring the Integration of Memory Management and Trusted Computing , Nihal A. D'Cunha

Theses/Dissertations from 2006 2006

Computation Reuse in Statics and Dynamics Problems for Assemblies of Rigid Bodies , Anne Loomis

Theses/Dissertations from 2005 2005

A Combined Routing Method for Ad hoc Wireless Networks , Zhenhui Jiang

On the Design of an Immersive Environment for Security-Related Studies , Yougu Yuan

Theses/Dissertations from 2004 2004

Greenpass Client Tools for Delegated Authorization in Wireless Networks , Nicholas C. Goffee

Greenpass RADIUS Tools for Delegated Authorization in Wireless Networks , Sung Hoon Kim

Spatial Multipath Location Aided Routing , Soumendra Nanda

Performance Evaluation of a Resource Discovery Service , Jue Wang

Theses/Dissertations from 2003 2003

Investigation of Third Party Rights Service and Shibboleth Modification to Introduce the Service , Sanket Agrawal

Flexible and Scalable Public Key Security for SSH , Yasir Ali

Electronic Documents and Digital Signatures , Kunal Kain

SPADE: SPKI/SDSI for Attribute Release Policies in a Distributed Environment , Sidharth P. Nazareth

A Progressive Folding Algorithm for RNA Secondary Structure Prediction , Samuel J. Stearns

Theses/Dissertations from 2002 2002

Building Trusted Paths for Web Browsers , Zishuang (Eileen) Ye

Theses/Dissertations from 2001 2001

WebALPS Implementation and Performance Analysis: Using Trusted Co-servers to Enhance Privacy and Security of Web Interactions , Shan Jiang

Applying the Vector Radix Method to Multidimensional, Multiprocessor, Out-of-Core Fast Fourier Transforms , Michael F. Ringenburg

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Computer Science Department

Computer Science Theses and Dissertations

This collection contains theses and dissertations from the Department of Computer Science, collected from the Scholarship@Western Electronic Thesis and Dissertation Repository

Theses/Dissertations from 2024 2024

ASSESSMENT OF AI-GENERATED IMAGES USING COMPUTATIONAL METRICS AND HUMAN CENTRIC ANALYSIS , Memoona Aziz Ms.

Approximation Algorithms for High Multiplicity Strip Packing, Thief Orienteering, and K-Median , Andrew Bloch-Hansen

A Target-Based and A Targetless Extrinsic Calibration Methods for Thermal Camera and 3D LiDAR , Farhad Dalirani

Efficient Algorithms and Parallel Implementations for Power Series Multiplication , Seyed Abdol Hamid Fathi

Understanding Protein Deep Learning Models through Explainability , Zahra Fazel

Using Driver Gaze and On-Road Driving Data for Predicting Driver Maneuvers in Advanced Driving Assistance Systems , Farzan Heidari

Protein-Protein Interaction Prediction , SeyedMohsen Hosseini

Security and Integration in Business Intelligence Tools: A Comprehensive Study , Lakchchayam Divya Khare Mr

Container Migration: A Perfomance Evaluation Between MIGrror AND Pre-copy , Xinwen Liang

Continual Learning via Hessian-Aware Low-Rank Perturbation , Jiaqi Li

UTILIZING MACHINE LEARNING TECHNIQUES FOR DISPERSION MEASURE ESTIMATION IN FAST RADIO BURSTS STUDIES , Hosein Rajabi

Investigating Tree- and Graph-based Neural Networks for Natural Language Processing Applications , Sudipta Singha Roy

Framework for Bug Inducing Commit Prediction Using Quality Metrics , Alireza Tavakkoli Barzoki

Knowledge-grounded Natural Language Understanding of Biomedical and Clinical Literature , Xindi Wang

Theses/Dissertations from 2023 2023

Classification of DDoS Attack with Machine Learning Architectures and Exploratory Analysis , Amreen Anbar

Multi-view Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces , Sepehr Asgarian

Improved Protein Sequence Alignments Using Deep Learning , Seyed Sepehr Ashrafzadeh

INVESTIGATING IMPROVEMENTS TO MESH INDEXING , Anurag Bhattacharjee

Algorithms and Software for Oligonucleotide Design , Qin Dong

Framework for Assessing Information System Security Posture Risks , Syed Waqas Hamdani

De novo sequencing of multiple tandem mass spectra of peptide containing SILAC labeling , Fang Han

Local Model Agnostic XAI Methodologies Applied to Breast Cancer Malignancy Predictions , Heather Hartley

A Quantitative Analysis Between Software Quality Posture and Bug-fixing Commit , Rongji He

A Novel Method for Assessment of Batch Effect on single cell RNA sequencing data , Behnam Jabbarizadeh

Dynamically Finding Optimal Kernel Launch Parameters for CUDA Programs , Taabish Jeshani

Citation Polarity Identification From Scientific Articles Using Deep Learning Methods , Souvik Kundu

Denoising-Based Domain Adaptation Network for EEG Source Imaging , Runze Li

Decoy-Target Database Strategy and False Discovery Rate Analysis for Glycan Identification , Xiaoou Li

DpNovo: A DEEP LEARNING MODEL COMBINED WITH DYNAMIC PROGRAMMING FOR DE NOVO PEPTIDE SEQUENCING , Yizhou Li

Developing A Smart Home Surveillance System Using Autonomous Drones , Chongju Mai

Look-Ahead Selective Plasticity for Continual Learning , Rouzbeh Meshkinnejad

The Two Visual Processing Streams Through The Lens Of Deep Neural Networks , Aidasadat Mirebrahimi Tafreshi

Source-free Domain Adaptation for Sleep Stage Classification , Yasmin Niknam

Data Heterogeneity and Its Implications for Fairness , Ghazaleh Noroozi

Enhancing Urban Life: A Policy-Based Autonomic Smart City Management System for Efficient, Sustainable, and Self-Adaptive Urban Environments , Elham Okhovat

Evaluating the Likelihood of Bug Inducing Commits Using Metrics Trend Analysis , Parul Parul

On Computing Optimal Repairs for Conditional Independence , Alireza Pirhadi

Open-Set Source-Free Domain Adaptation in Fundus Images Analysis , Masoud Pourreza

Migration in Edge Computing , Arshin Rezazadeh

A Modified Hopfield Network for the K-Median Problem , Cody Rossiter

Predicting Network Failures with AI Techniques , Chandrika Saha

Toward Building an Intelligent and Secure Network: An Internet Traffic Forecasting Perspective , Sajal Saha

An Exploration of Visual Analytic Techniques for XAI: Applications in Clinical Decision Support , Mozhgan Salimiparsa

Attention-based Multi-Source-Free Domain Adaptation for EEG Emotion Recognition , Amir Hesam Salimnia

Global Cyber Attack Forecast using AI Techniques , Nusrat Kabir Samia

IMPLEMENTATION OF A PRE-ASSESSMENT MODULE TO IMPROVE THE INITIAL PLAYER EXPERIENCE USING PREVIOUS GAMING INFORMATION , Rafael David Segistan Canizales

A Computational Framework For Identifying Relevant Cell Types And Specific Regulatory Mechanisms In Schizophrenia Using Data Integration Methods , Kayvan Shabani

Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network , Sareh Soltani Nejad

Smartphone Loss Prevention System Using BLE and GPS Technology , Noshin Tasnim

A Hybrid Continual Machine Learning Model for Efficient Hierarchical Classification of Domain-Specific Text in The Presence of Class Overlap (Case Study: IT Support Tickets) , Yasmen M. Wahba

Reducing Negative Transfer of Random Data in Source-Free Unsupervised Domain Adaptation , Anthony Wong

Deep Neural Methods for True/Pseudo- Invasion Classification in Colorectal Polyp Whole-Slide Images , Zhiyuan Yang

Developing a Relay-based Autonomous Drone Delivery System , Muhammad Zakar

Learning Mortality Risk for COVID-19 Using Machine Learning and Statistical Methods , Shaoshi Zhang

Machine Learning Techniques for Improved Functional Brain Parcellation , Da Zhi

Theses/Dissertations from 2022 2022

The Design and Implementation of a High-Performance Polynomial System Solver , Alexander Brandt

Defining Service Level Agreements in Serverless Computing , Mohamed Elsakhawy

Algorithms for Regular Chains of Dimension One , Juan P. Gonzalez Trochez

Towards a Novel and Intelligent e-commerce Framework for Smart-Shopping Applications , Susmitha Hanumanthu

Multi-Device Data Analysis for Fault Localization in Electrical Distribution Grids , Jacob D L Hunte

Towards Parking Lot Occupancy Assessment Using Aerial Imagery and Computer Vision , John Jewell

Potential of Vision Transformers for Advanced Driver-Assistance Systems: An Evaluative Approach , Andrew Katoch

Psychological Understanding of Textual journals using Natural Language Processing approaches , Amirmohammad Kazemeinizadeh

Driver Behavior Analysis Based on Real On-Road Driving Data in the Design of Advanced Driving Assistance Systems , Nima Khairdoost

Solving Challenges in Deep Unsupervised Methods for Anomaly Detection , Vahid Reza Khazaie

Developing an Efficient Real-Time Terrestrial Infrastructure Inspection System Using Autonomous Drones and Deep Learning , Marlin Manka

Predictive Modelling For Topic Handling Of Natural Language Dialogue With Virtual Agents , Lareina Milambiling

Improving Deep Entity Resolution by Constraints , Soudeh Nilforoushan

Respiratory Pattern Analysis for COVID-19 Digital Screening Using AI Techniques , Annita Tahsin Priyoti

Extracting Microservice Dependencies Using Log Analysis , Andres O. Rodriguez Ishida

False Discovery Rate Analysis for Glycopeptide Identification , Shun Saito

Towards a Generalization of Fulton's Intersection Multiplicity Algorithm , Ryan Sandford

An Investigation Into Time Gazed At Traffic Objects By Drivers , Kolby R. Sarson

Exploring Artificial Intelligence (AI) Techniques for Forecasting Network Traffic: Network QoS and Security Perspectives , Ibrahim Mohammed Sayem

A Unified Representation and Deep Learning Architecture for Persuasive Essays in English , Muhammad Tawsif Sazid

Towards the development of a cost-effective Image-Sensing-Smart-Parking Systems (ISenSmaP) , Aakriti Sharma

Advances in the Automatic Detection of Optimization Opportunities in Computer Programs , Delaram Talaashrafi

Reputation-Based Trust Assessment of Transacting Service Components , Konstantinos Tsiounis

Fully Autonomous UAV Exploration in Confined and Connectionless Environments , Kirk P. Vander Ploeg

Three Contributions to the Theory and Practice of Optimizing Compilers , Linxiao Wang

Developing Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach , Wumian Wang

Predicting and Modifying Memorability of Images , Mohammad Younesi

Theses/Dissertations from 2021 2021

Generating Effective Sentence Representations: Deep Learning and Reinforcement Learning Approaches , Mahtab Ahmed

A Physical Layer Framework for a Smart City Using Accumulative Bayesian Machine Learning , Razan E. AlFar

Load Balancing and Resource Allocation in Smart Cities using Reinforcement Learning , Aseel AlOrbani

Contrastive Learning of Auditory Representations , Haider Al-Tahan

Cache-Friendly, Modular and Parallel Schemes For Computing Subresultant Chains , Mohammadali Asadi

Protein Interaction Sites Prediction using Deep Learning , Sourajit Basak

Predicting Stock Market Sector Sentiment Through News Article Based Textual Analysis , William A. Beldman

Improving Reader Motivation with Machine Learning , Tanner A. Bohn

A Black-box Approach for Containerized Microservice Monitoring in Fog Computing , Shi Chang

Visualization and Interpretation of Protein Interactions , Dipanjan Chatterjee

A Framework for Characterising Performance in Multi-Class Classification Problems with Applications in Cancer Single Cell RNA Sequencing , Erik R. Christensen

Exploratory Search with Archetype-based Language Models , Brent D. Davis

Evolutionary Design of Search and Triage Interfaces for Large Document Sets , Jonathan A. Demelo

Building Effective Network Security Frameworks using Deep Transfer Learning Techniques , Harsh Dhillon

A Deep Topical N-gram Model and Topic Discovery on COVID-19 News and Research Manuscripts , Yuan Du

Automatic extraction of requirements-related information from regulatory documents cited in the project contract , Sara Fotouhi

Developing a Resource and Energy Efficient Real-time Delivery Scheduling Framework for a Network of Autonomous Drones , Gopi Gugan

A Visual Analytics System for Rapid Sensemaking of Scientific Documents , Amirreza Haghverdiloo Barzegar

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