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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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Home > FACULTIES > Computer Science > CSD-ETD
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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