This collection includes theses and dissertations from the Department of Computer Science at the University of New Orleans from 2002 to the present. Older dissertations and theses and some documents from this time period that have not been digitized can be located through the UNO Library online catalog.

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Theses/Dissertations from 2023

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Faults Segmentation in Levee Systems Using Deep Learning Approaches, Manisha Panta

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Dropped Objects Recognition in Offshore Operations Based on Computer Vision and Artificial Intelligence, Xiaochuan Yu

Theses/Dissertations from 2022

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Analyzing the Robustness of Prevalent Social Engineering Defense Mechanisms, Bhupendra Acharya

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Network Intrusion Detection Using a Deep Learning Approach, Sharmin Aktar

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Levee Seepage Identification from Aerial Images using Machine Learning, Sofiane Benkara

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"The Best Defense is a Good Offense:" Teaching Phishing Defense Tactics Through a High Agency Playable Experience, Saroj Duwal

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Protein-Protein Interaction Prediction from Language of Biological Coding, Nayan Howladar

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Video Games, Grief, and the Character LINK System, Nam Nguyen

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Analysis of Forensic Artifacts in Database Memory using Support Vector Machine, Mahfuzul I. Nissan

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Ocean Wave Prediction and Characterization for Intelligent Maritime Transportation, Pujan Pokhrel

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Parallel Algorithms for Scalable Graph Mining: Applications on Big Data and Machine Learning, Naw Safrin Sattar

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ncRNA-protein Interaction Prediction using Language-based Features, Krishna Shah

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Digital forensics for Investigating Control-logic Attacks in Industrial Control Systems, Nauman Zubair

Theses/Dissertations from 2021

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Convolutional Neural Networks for Deflate Data Encoding Classification of High Entropy File Fragments, Nehal Ameen

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Sounds of Silence: A Study of Stability and Diversity of Web Audio Fingerprints, Shekhar Chalise

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The Kati Module System: Modular Design for Delivering Character Focused Dialogue in Games, Stephen J. Marcel

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Machine Learning for Terminal Procedure Chart Change Detection, Anthony M. Marchiafava

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Analysis of Residual Neural Networks for Marine Mammal Classification using Multi-channel Spectrograms, Daniel T. Murphy

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Machine Learning based Restaurant Sales Forecasting, Austin B. Schmidt

Theses/Dissertations from 2020

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PhishPrint: A Novel Framework for Scalable Evaluation of Web Security Crawlers and Mining of Unknown Cloaking Vectors, Bhupendra Acharya

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Ship Detection Feature Analysis in Optical Satellite Imagery through Machine Learning Applications, Sylvia Charchut

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Accelerating the Information-Theoretic Approach of Community Detection Using Distributed and Hybrid Memory Parallel Schemes, Md Abdul Motaleb Faysal

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Analysis of Human Affect and Bug Patterns to Improve Software Quality and Security, Md Rakibul Islam

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Classification of Prostate Cancer Patients into Indolent and Aggressive Using Machine Learning, Yashwanth Karthik Kumar Mamidi

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Machine Learning Model Selection for Predicting Global Bathymetry, Nicholas P. Moran

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Using High-Performance Computing Profilers to Understand the Performance of Graph Algorithms, Costain Nachuma

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Flight Data of Airplane for Wind Forecasting, Astha Sharma

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Detecting Convergence Zone Paths in Acoustic Model Outputs Using Machine Learning, Michael Sinegar

Theses/Dissertations from 2019

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The Effects of Automated Grading on Computer Science Courses at the University of New Orleans, Jerod F A Dunbar

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Multi-Agent Narrative Experience Management as Story Graph Pruning, Edward T. Garcia

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StackCBpred: A Stacking based Prediction of Protein-Carbohydrate Binding Sites from Sequence, Suraj Gattani

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Detection of Sand Boils from Images using Machine Learning Approaches, Aditi S. Kuchi

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Formulation of Hybrid Knowledge-Based/Molecular Mechanics Potentials for Protein Structure Refinement and a Novel Graph Theoretical Protein Structure Comparison and Analysis Technique, Aaron Maus

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Effective Statistical Energy Function Based Protein Un/Structure Prediction, Avdesh Mishra

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Prediction of Hierarchical Classification of Transposable Elements Using Machine Learning Techniques, Manisha Panta

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Scalable Community Detection using Distributed Louvain Algorithm, Naw Safrin Sattar

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A Domain Specific Language for Digital Forensics and Incident Response Analysis, Christopher D. Stelly

Theses/Dissertations from 2018

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Leveraging Relocations in ELF-binaries for Linux Kernel Version Identification, Manish Bhatt

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MAnanA: A Generalized Heuristic Scoring Approach for Concept Map Analysis as Applied to Cybersecurity Education, Sharon Elizabeth Blake Gatto

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Remote Monitoring of Cherry Wetness Using a Leaf Wetness Sensor and a Wireless Sensor Network, Shyla Clark

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Assessing Apache Spark Streaming with Scientific Data, Janak Dahal

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Assessment Of Two Pedagogical Tools For Cybersecurity Education, Pranita Deshpande

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Semantic-aware Stealthy Control Logic Infection Attack, Sushma kalle

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Detecting Rip Currents from Images, Corey C. Maryan

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A Jython-based RESTful Web Service API for Python Code Reflection, John A. Nielson

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Detecting Metagame Shifts in League of Legends Using Unsupervised Learning, Dustin P. Peabody

Theses/Dissertations from 2017

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Malware Analysis and Privacy Policy Enforcement Techniques for Android Applications, Aisha Ibrahim Ali-Gombe

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Advanced Text Analytics and Machine Learning Approach for Document Classification, Chaitanya Anne

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Measuring Presence in a Police Use of Force Simulation, Dharmesh Rajendra Desai

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Predicting User Choices in Interactive Narratives using Indexter's Pairwise Event Salience Hypothesis, Rachelyn Farrell

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Machine Learning based Protein Sequence to (un)Structure Mapping and Interaction Prediction, Sumaiya Iqbal

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Development of Peer Instruction Material for a Cybersecurity Curriculum, William Johnson

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Forensic Analysis of G Suite Collaborative Protocols, Shane McCulley

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Lightweight Environment for Cyber Security Education, Vivek Oliparambil Shanmughan

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Automatic Forensic Analysis of PCCC Network Traffic Log, Saranyan Senthivel

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Towards Real-Time Volatile Memory Forensics: Frameworks, Methods, and Analysis, Joseph T. Sylve

Theses/Dissertations from 2016

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Survey of Autonomic Computing and Experiments on JMX-based Autonomic Features, Adel R. Azzam

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Detecting Objective-C Malware through Memory Forensics, Andrew Case

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A Machine Learning Approach to Determine Oyster Vessel Behavior, Devin Frey

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Practical Application of Fast Disk Analysis for Selective Data Acquisition, sergey gorbov

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SPICE: A Software Tool for Studying End-user’s Insecure Cyber Behavior and Personality-traits, Anjila Tamrakar

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A study of three paradigms for storing geospatial data: distributed-cloud model, relational database, and indexed flat file, Matthew A. Toups

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Spatial Data Mining Analytical Environment for Large Scale Geospatial Data, Zhao Yang

Theses/Dissertations from 2015

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API-Based Acquisition of Evidence from Cloud Storage Providers, Andres E. Barreto

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Creating Volatility Support for FreeBSD, Elyse Bond

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A Balanced Secondary Structure Predictor, Md Nasrul Islam

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Three-Dimensional Ideal Gas Reference State based Energy Function, Avdesh Mishra

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Extracting Windows event logs using memory forensics, Matthew Veca

Theses/Dissertations from 2014

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Hydrographic Surface Modeling Through A Raster Based Spline Creation Method, Julie G. Alexander

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Feature selection and clustering for malicious and benign software characterization, Dalbir Kaur R. Chhabra

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A GIS-Centric Approach for Modeling Vessel Management Behavior System Data to Determine Oyster Vessel Behavior on Public Oyster Grounds in Louisiana, David X. Gallegos

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An empirical study of semantic similarity in WordNet and Word2Vec, Abram Handler

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Data Visualization to Evaluate and Facilitate Targeted Data Acquisitions in Support of a Real-time Ocean Forecasting System, Edward A. Holmberg IV

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Analysis and Detection of Heap-based Malwares Using Introspection in a Virtualized Environment, Salman Javaid

Theses/Dissertations from 2013

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Automated Timeline Anomaly Detection, Joshua M. Barone

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Techniques for the Visualization of Positional Geospatial Uncertainty, Brent A. Barré

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Semantic Assistance for Data Utilization and Curation, Brian J. Becker

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Oyster Sustainability Modeling as a Public Resource, Nathan A. Cooper

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Categorization of Large Corpora of Malicious Software, Deekshit Kura

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Semantic Services for Enterprise Data Exchange, James A. Sauvinet

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Curated Reasoning by Formal Modeling of Provenance, Kevin B. Shaw

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Dynamic User Defined Permissions for Android Devices, Christopher D. Stelly

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Analysis of Windows 8 Registry Artifacts, Jeremy M. Stormo

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Forensic Analysis of WhatsApp on Android Smartphones, Neha S. Thakur

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Reaper – Toward Automating Mobile Cloud Communication, Daniel R. Ward

Theses/Dissertations from 2012

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Volatile Memory Message Carving: A "per process basis" Approach, Aisha Ibrahim Ali-Gombe

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Integrating Oracle PeopleSoft Campus Solution to External Applications, Ishwor Aryal

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Application of Web Mashup Technology to Oyster Information Services, Christian Chuindja Ngniah

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Software for Estimation of Human Transcriptome Isoform Expression Using RNA-Seq Data, Kristen Johnson

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A Software Framework for Augmentative and Alternative Communication, Adam Loup

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Application of Digital Forensic Science to Electronic Discovery in Civil Litigation, Brian Roux

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RNA CoMPASS: RNA Comprehensive Multi-Processor Analysis System for Sequencing, Guorong Xu

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A Framework to Annotate the Uncertainty for Geospatial Data, Zhao Yang

Theses/Dissertations from 2011

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Multivariate Models and Algorithms for Systems Biology, Lipi Rani Acharya

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PARSES: A Pipeline for Analysis of RNA-Sequencing Exogenous Sequences, Joseph Coco

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Data Exploration Interface for Digital Forensics, Varun Dontula

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Assessing Microbial Diversity Through Nucleotide Variation, Ahmet Eren

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A Geospatial Service Model and Catalog for Discovery and Orchestration, Elias Ioup

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SEA: a novel computational and GUI software pipeline for detecting activated biological sub-pathways, Thair Judeh

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Enhancing the Verification-Driven Learning Model for Data Structures with Visualization, Yashwanth Reddy Kondeti