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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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Home > Engineering > Computer Science > Computer Science Graduate Projects
Computer Science Graduate Projects and Theses
Theses/dissertations from 2023 2023.
High-Performance Domain-Specific Library for Hydrologic Data Processing , Kalyan Bhetwal
Evaluating Learning Geometric Concepts to Generate Predicate Abstract Domains in Static Program Analysis , Patrick Chadbourne
Verifying Data Provenance During Workflow Execution for Scientific Reproducibility , Rizbanul Hasan
Remote Sensing to Advance Understanding of Snow-Vegetation Relationships and Quantify Snow Depth and Snow Water Equivalent , Ahmad Hojatimalekshah
Exploring the Capability of a Self-Supervised Conditional Image Generator for Image-to-Image Translation without Labeled Data: A Case Study in Mobile User Interface Design , Hailee Kiesecker
Fake News Detection Using Narrative Content and Discourse , Hongmin Kim
Anomaly Detection Using Graph Neural Network , Bishal Lakha
Robust Digital Nucleic Acid Memory , Golam Md Mortuza
Risk Assessment and Solutions for Two Domains: Election Procedures and Privacy Disclosure Prevention for Users , Kamryn DeAnn Parker
Sparse Format Conversion and Code Synthesis , Tobi Goodness Popoola
Fair Layouts in Information Access Systems: Provider-Side Group Fairness in Ranking Beyond Ranked Lists , Amifa Raj
Virtual Curtain: A Communicative Fine-Grained Privacy Control Framework for Augmented Reality , Aakash Shrestha
Portable Sparse Polyhedral Framework Code Generation Using Multi Level Intermediate Representation , Aaron St. George
Transformer Reinforcement Learning Approach to Attack Automatic Fake News Detectors , Chandler Underwood
Severity Measures for Assessing Error in Automatic Speech Recognition , Ryan Whetten
Theses/Dissertations from 2022 2022
Improved Computational Prediction of Function and Structural Representation of Self-Cleaving Ribozymes with Enhanced Parameter Selection and Library Design , James D. Beck
Meshfree Methods for PDEs on Surfaces , Andrew Michael Jones
Deep Learning of Microstructures , Amir Abbas Kazemzadeh Farizhandi
Long-Term Trends in Extreme Environmental Events with Changepoint Detection , Mintaek Lee
Structure Aware Smart Encoding and Decoding of Information in DNA , Shoshanna Llewellyn
Towards Making Transformer-Based Language Models Learn How Children Learn , Yousra Mahdy
Ontology-Based Formal Approach for Safety and Security Verification of Industrial Control Systems , Ramesh Neupane
Improving Children's Authentication Practices with Respect to Graphical Authentication Mechanism , Dhanush Kumar Ratakonda
Hate Speech Detection Using Textual and User Features , Rohan Raut
Automated Detection of Sockpuppet Accounts in Wikipedia , Mostofa Najmus Sakib
Characterization and Mitigation of False Information on the Web , Anu Shrestha
Sinusoidal Projection for 360° Image Compression and Triangular Discrete Cosine Transform Impact in the JPEG Pipeline , Iker Vazquez Lopez
Theses/Dissertations from 2021 2021
Training Wheels for Web Search: Multi-Perspective Learning to Rank to Support Children's Information Seeking in the Classroom , Garrett Allen
Fair and Efficient Consensus Protocols for Secure Blockchain Applications , Golam Dastoger Bashar
Why Don't You Act Your Age?: Recognizing the Stereotypical 8-12 Year Old Searcher by Their Search Behavior , Michael Green
Ensuring Consistency and Efficiency of the Incremental Unit Network in a Distributed Architecture , Mir Tahsin Imtiaz
Modeling Real and Fake News Sharing in Social Networks , Abishai Joy
Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies , A.K.M. Nuhil Mehdy
Into the Unknown: Exploration of Search Engines' Responses to Users with Depression and Anxiety , Ashlee Milton
Generating Test Inputs from String Constraints with an Automata-Based Solver , Marlin Roberts
A Case Study in Representing Scientific Applications ( GeoAc ) Using the Sparse Polyhedral Framework , Ravi Shankar
Actors for the Internet of Things , Arjun Shukla
Theses/Dissertations from 2020 2020
Towards Unifying Grounded and Distributional Semantics Using the Words-as-Classifiers Model of Lexical Semantics , Stacy Black
Improving Scientist Productivity, Architecture Portability, and Performance in ParFlow , Michael Burke
Polyhedral+Dataflow Graphs , Eddie C. Davis
Improving Spellchecking for Children: Correction and Design , Brody Downs
A Collection of Fast Algorithms for Scalar and Vector-Valued Data on Irregular Domains: Spherical Harmonic Analysis, Divergence-Free/Curl-Free Radial Basis Functions, and Implicit Surface Reconstruction , Kathryn Primrose Drake
Privacy-Preserving Protocol for Atomic Swap Between Blockchains , Kiran Gurung
Unsupervised Structural Graph Node Representation Learning , Mikel Joaristi
Detecting Undisclosed Paid Editing in Wikipedia , Nikesh Joshi
Do You Feel Me?: Learning Language from Humans with Robot Emotional Displays , David McNeill
Obtaining Real-World Benchmark Programs from Open-Source Repositories Through Abstract-Semantics Preserving Transformations , Maria Anne Rachel Paquin
Content Based Image Retrieval (CBIR) for Brand Logos , Enjal Parajuli
A Resilience Metric for Modern Power Distribution Systems , Tyler Bennett Phillips
Theses/Dissertations from 2019 2019
Edge-Assisted Workload-Aware Image Processing System , Anil Acharya
MINOS: Unsupervised Netflow-Based Detection of Infected and Attacked Hosts, and Attack Time in Large Networks , Mousume Bhowmick
Deviant: A Mutation Testing Tool for Solidity Smart Contracts , Patrick Chapman
Querying Over Encrypted Databases in a Cloud Environment , Jake Douglas
A Hybrid Model to Detect Fake News , Indhumathi Gurunathan
Suitability of Finite State Automata to Model String Constraints in Probablistic Symbolic Execution , Andrew Harris
UNICORN Framework: A User-Centric Approach Toward Formal Verification of Privacy Norms , Rezvan Joshaghani
Detection and Countermeasure of Saturation Attacks in Software-Defined Networks , Samer Yousef Khamaiseh
Secure Two-Party Protocol for Privacy-Preserving Classification via Differential Privacy , Manish Kumar
Application-Specific Memory Subsystem Benchmarking , Mahesh Lakshminarasimhan
Multilingual Information Retrieval: A Representation Building Perspective , Ion Madrazo
Improved Study of Side-Channel Attacks Using Recurrent Neural Networks , Muhammad Abu Naser Rony Chowdhury
Investigating the Effects of Social and Temporal Dynamics in Fitness Games on Children's Physical Activity , Ankita Samariya
BullyNet: Unmasking Cyberbullies on Social Networks , Aparna Sankaran
FALCON: Framework for Anomaly Detection In Industrial Control Systems , Subin Sapkota
Investigating Semantic Properties of Images Generated from Natural Language Using Neural Networks , Samuel Ward Schrader
Incremental Processing for Improving Conversational Grounding in a Chatbot , Aprajita Shukla
Estimating Error and Bias of Offline Recommender System Evaluation Results , Mucun Tian
Theses/Dissertations from 2018 2018
Leveraging Tiled Display for Big Data Visualization Using D3.js , Ujjwal Acharya
Fostering the Retrieval of Suitable Web Resources in Response to Children's Educational Search Tasks , Oghenemaro Deborah Anuyah
Privacy-Preserving Genomic Data Publishing via Differential Privacy , Tanya Khatri
Injecting Control Commands Through Sensory Channel: Attack and Defense , Farhad Rasapour
Strong Mutation-Based Test Generation of XACML Policies , Roshan Shrestha
Performance, Scalability, and Robustness in Distributed File Tree Copy , Christopher Robert Sutton
Using DNA For Data Storage: Encoding and Decoding Algorithm Development , Kelsey Suyehira
Detecting Saliency by Combining Speech and Object Detection in Indoor Environments , Kiran Thapa
Theses/Dissertations from 2017 2017
Identifying Restaurants Proposing Novel Kinds of Cuisines: Using Yelp Reviews , Haritha Akella
Editing Behavior Analysis and Prediction of Active/Inactive Users in Wikipedia , Harish Arelli
CloudSkulk: Design of a Nested Virtual Machine Based Rootkit-in-the-Middle Attack , Joseph Anthony Connelly
Predicting Friendship Strength in Facebook , Nitish Dhakal
Privacy-Preserving Trajectory Data Publishing via Differential Privacy , Ishita Dwivedi
Cultivating Community Interactions in Citizen Science: Connecting People to Each Other and the Environment , Bret Allen Finley
Uncovering New Links Through Interaction Duration , Laxmi Amulya Gundala
Variance: Secure Two-Party Protocol for Solving Yao's Millionaires' Problem in Bitcoin , Joshua Holmes
A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases , Akshay Kansal
Integrity Coded Databases: Ensuring Correctness and Freshness of Outsourced Databases , Ujwal Karki
Editable View Optimized Tone Mapping For Viewing High Dynamic Range Panoramas On Head Mounted Display , Yuan Li
The Effects of Pair-Programming in a High School Introductory Computer Science Class , Ken Manship
Towards Automatic Repair of XACML Policies , Shuai Peng
Identification of Unknown Landscape Types Using CNN Transfer Learning , Ashish Sharma
Hand Gesture Recognition for Sign Language Transcription , Iker Vazquez Lopez
Learning to Code Music : Development of a Supplemental Unit for High School Computer Science , Kelsey Wright
Theses/Dissertations from 2016 2016
Identification of Small Endogenous Viral Elements within Host Genomes , Edward C. Davis Jr.
When the System Becomes Your Personal Docent: Curated Book Recommendations , Nevena Dragovic
Security Testing with Misuse Case Modeling , Samer Yousef Khamaiseh
Estimating Length Statistics of Aggregate Fried Potato Product via Electromagnetic Radiation Attenuation , Jesse Lovitt
Towards Multipurpose Readability Assessment , Ion Madrazo
Evaluation of Topic Models for Content-Based Popularity Prediction on Social Microblogs , Axel Magnuson
CEST: City Event Summarization using Twitter , Deepa Mallela
Developing an ABAC-Based Grant Proposal Workflow Management System , Milson Munakami
Phoenix and Hive as Alternatives to RDBMS , Diana Ornelas
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