Explore master's theses and doctoral dissertations from graduates of the URI Department of Computer Science and Statistics.

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Theses/Dissertations from 2024

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KNOCKOFF METHODS FOR NONLINEAR FEATURE SELECTION IN DATA WITH CATEGORICAL FEATURES, Behrooz Khalil Loo

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VISUALIZATION OF HIGH DIMENSIONAL DATA IN LOW DIMENSIONAL SPACE VIA CLUSTERED MANIFOLD MAPPING, David Perrone

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MOTOR INSURANCE CLAIMS PREDICTION: COMPARATIVE STUDY USING MACHINE LEARNING, Sankhadip Roy

Theses/Dissertations from 2023

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Classification Models for Predicting Mouse Spinal Motoneuron Physiological Type based on their Electrical Properties, Reuben Mawuena Kwadzo Ahorklo

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RECOVERING THE FULL NETWORK USING A SAMPLING BIAS ADJUSTMENT IN SAMPLED NETWORK, Ryan Humphreys

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ANALYSIS OF TURKEY REOVIRUS USING MACHINE LEARNING, Maryam KafiKang

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Exploring CLIP Feature Vectors for Improved Out-of-Distribution Detection, Jessica Li

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EXAMINATION OF VARYING PAIR PROGRAMMING STRATEGIES IN COMPUTER SCIENCE LABORATORY ENVIRONMENTS, Lily Sisouvong

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VARIABLE SELECTION AND ESTIMATION IN BAYESIAN CAUSAL MEDIATION ANALYSIS, Shuang Wang

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POWER AND SAMPLE SIZE CALCULATIONS FOR EVALUATING SPILLOVER EFFECTS IN NETWORKS WITH NON-RANDOMIZED INTERVENTIONS, Ke Zhang

Theses/Dissertations from 2022

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Estimating Optimal Treatment Regimes using Pairwise Comparison, Wenqiu Cao

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A SPATIO-TEMPORAL ANALYSIS OF THE AMERICAN WOODCOCK, Anna R. Fateiger

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Graph Learning from code for Heterogeneous Device Mapping, Mikel Gjergji

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PREDICTING PAIN PRESENCE IN ICU PATIENTS USING PHYSIOLOGICAL SIGNALS, Derek Jacobs

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Using Centered Kernel Alignment for Understanding and Pruning Neural Networks, Alex Lachance

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PREDICTING NEUROLOGICAL DEVELOPMENT OUTCOMES WITH CRY ACOUSTIC DATA, Broderick Prows

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MODEL AGNOSTIC FEATURE SELECTION FOR FAIRNESS, Surbhi Rathore

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Anti-Microbial Peptide Database, Anusha Singamaneni

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CHARACTERIZING GAME-PLAY STYLES IN NATIONAL BASKETBALL ASSOCIATION, Zian Zheng

Theses/Dissertations from 2021

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GRAPH PLAYGROUND: A PEDAGOGIC TOOL FOR GRAPH THEORY AND ALGORITHMS, Neeraj Adhikari

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DATA DIMENSIONALITY REDUCTION THROUGH CLUSTER TREES AND MANIFOLD LEARNING, Ali Amani

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INTERVAL-CENSORED DATA WITH INACCURATE TIME BOUNDS AND TIME-DEPENDENT COVARIATES, Bing Chen

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USING A DIGITAL APPLICATION TO REFRESH KNOWLEDGE OF ABUSE FOR INDIVIDUALS WITH INTELLECTUAL/DEVELOPMENTAL DISABILITIES, Thomas J. Howard III

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A BAYESIAN STATE-SPACE APPROACH TO IMPROVE BIOMASS PROJECTIONS FOR MANAGING NEW ENGLAND GROUNDFISH, Joseph A. Langan

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PROCEDURAL GENERATION OF GAME-WORLDS, Christopher McCooey

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INVESTIGATING LONG-TERM PHYSICAL, CHEMICAL AND BIOLOGICAL CHANGES IN NARRAGANSETT BAY USING BAYESIAN MULTIVARIATE DYNAMIC LINEAR MODELS, Jacob P. Strock

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RELIABILITY AND PHYSIOLOGICAL VALIDITY: BAYESIAN PRINCIPAL COMPONENTS ANALYSIS AND GROUP COMPARISON, Joshua Ray Tanzer

Theses/Dissertations from 2020

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ANALYSIS OF MISSING DATA IN MARINE DISSOLVED OXYGEN TIME SERIES USING DYNAMIC LINEAR MODELS, Shajratul Alam

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SPATIAL AND TEMPORAL TRENDS OF DRUG OVERDOSE DEATHS IN CONNECTICUT AND RHODE ISLAND, Marjana Catanzaro

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TAXONOMIC PROFILING OF METAGENOMIC READS USING DEEP LEARNING, Cecile Cres

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AUTOMATED GENERATION OF DETAILED PROGRAMMING ASSIGNMENT FEEDBACK, Daniel L. Gauthier

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A BLOCKCHAIN-BASED AUDITABLE AND SECURE VOTING SYSTEM, Madhukara Kekulandara

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IDENTIFYING OPIOID WITHDRAWAL USING WEARABLE BIOSENSORS, Ethan Kulman

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STUDENT COLLABORATIONS IN INTRODUCTORY STATISTICS COURSES; A NETWORK STUDY, Isabel S. Nowinowski

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EVALUATING THE EFFECTS OF MEDICATIONS FOR OPIOID USE DISORDER ON HIV RISK BEHAVIORS AMONG A NETWORK OF PEOPLE WHO INJECT DRUGS, Joseph Puleo

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GRAPH MODELS WITH MISSING DATA TECHNIQUES FOR APPLICATIONS IN DRUG USE NETWORKS, Valerie Ryan

Theses/Dissertations from 2019

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DEVELOPMENT OF BAYESIAN AND NON-BAYESIAN MELPHALAN PHARMACOKINETIC MODEL FROM LITERATURE-GENERATED DATA, Enoch Cobbina

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OPTIMIZING RECOMMENDATIONS FOR CLUSTERING ALGORITHMS USING META-LEARNING, Adam Jilling

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SKELLAM PROCESS MODELING FOR FINANCIAL HIGH-FREQUENCY DATA, Tingfang Lee

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Deep Learning of Human Apparent Age for the Detection of Sexually Exploitative Imagery of Children, Jared Rondeau

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HAPTIC FEEDBACK IN A VIRTUAL REALITY EXERCISE GAME: DESIGN OF A STUDY AND IMPLEMENTATION OF A SYSTEM, Robert P. Tatoian

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AN INTELLIGENT DESIGN EXPLORER FOR NEW VIOLIN SHAPES, Hao Wang

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A MIXED-EFFECTS REGRESSION MODEL WITH APPLICATION TO LONGITUDINAL MISSING AT RANDOM MICROBIOME DATA, Manushi K.V. Welandawe

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PERFORMANCE COMPARISON OF SELF-ORGANIZING MAPS BASED ON DIFFERENT AUTOENCODERS, Boren Zheng

Theses/Dissertations from 2018

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A NETWORK BASED ANALYSIS OF THE INTERNATIONAL REFUGEE CRISIS USING GERGMS, Katherine E. Abramski

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COMPUTER SCIENCE EDUCATION WITH ENGLISH LEARNERS, Samantha M. Armenti

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An Evaluation of Provider-Sharing Networks of Patients Using Prescription Opioids, Hilary A. Aroke

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EXPLORATION OF CLASSIFYING SENTENCE BIAS IN NEWS ARTICLES WITH MACHINE LEARNING MODELS, Martha Bellows

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The Equity And Inclusion Of Underrepresented Populations In AP Computer Science Principles, Michael Conti

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Positioning by Road Feature Correspondence, Tyson Demarest

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A Statistical Analysis of Students’ Attitudes and Achievement in Introductory Statistics Courses, Kaitlin M. Dio

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URI's NetFlow Traffic Logs' Behavioral Analysis and Monitoring Visualization Tool, Semhar Kessete Gebregiorgis

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Evolving Encoded Marking for Glove-Based Pose and Posture Recognition, Joshua V. Gyllinsky

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Personal Health Card: Use of QR Code to Access Medical Data, Kamran Imam

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EXPLORING ASSOCIATIONS BETWEEN ALCOHOL USE, STRESS, AND STUDENTS' ATTITUDE TOWARDS STATISTICS, Zachary J. Kunicki

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Network Data Analysis of Word Graphs With Applications to Authorship Attribution, Timothy Leonard

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SENTIMENT FEATURES FOR YELP NOT-RECOMMENDED ONLINE REVIEWS STUDY, Na Li

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EVALUATING THE EFFECTS OF ATTITUDES ON HEALTH-SEEKING BEHAVIOR AMONG A NETWORK OF PEOPLE WHO INJECT DRUGS, Ayako Miura

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Bayesian Model Averaging of Space Time Car Models with Application to U.S. House Price Forecasting, Caoxin Sun

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Implementation of Self-Organizing Maps with Python, Li Yuan

Theses/Dissertations from 2017

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Tools for Anti-Microbial Peptide Editable Database, Sunandha Sharma Acharya

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Evaluating Self-Organizing Map Quality Measures as Convergence Criteria, Gregory T. Breard

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Plat: A Web Based Protein Local Alignment Tool, Stephen H. Jaegle

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Epidemiology of Browser-Based Malware, Sindhura Jaladhanki

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Bubble Modeling by Mixed Casual-Noncausal Autoregressive Processes, Anton Lobach

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Shortest Connection Networks on Triangular Grids, Jie Mei

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Kodai: A Software Architecture and Implementation for Segmentation, Rick Rejeleene

Theses/Dissertations from 2016

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Risk Classification in High Dimensional Survival Models, Daven Amin

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Graphical User Interface for Antimicrobial Peptide Database, Tripti Garg

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Web Based Bioinformatics Tool for Contributing Content to the Anti-Microbial Peptide Editable Database, Abraham Herrera

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An Implementation of Deep Belief Networks Using Restricted Boltzmann Machines in Clojure, James Christopher Sims

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Network-Based Statistical Methods for the Analysis of Stock Returns, Zidan Wu

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Bayesian Network Meta-Analysis for Biologic Therapies in Rheumatoid Arthritis, Yizhou Ye

Theses/Dissertations from 2015

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Cloud Signature Creator: An Application to Establish Cloud-Computing Application Artifacts, Gerald W. Gent

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Vulnerable Web Application Framework, Nicholas J. Giannini

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Forecasting the US Unemployment Rate with Job Openings Index, Xinkai Huang

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ANTIMICROBIAL PEPTIDE EDITABLE DATABASE, George Konstantinidis

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MODELING BRAIN DESYNCHRONIZATION BY EEG SENSOR VARIANCE IN EPILEPTIC PATIENTS, Craig Michael Krebsbach

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Functional Site Based Protein Structure Analysis With Self-Organizing Maps, Seonjoo Lim

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A Statistical Analysis and Modeling of Information Diffusion Across Online Social Networks, Michael Piserchia

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Training and Source Code Generation for Artificial Neural Networks, Brandon Winrich

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A BAYESIAN ZERO-INFLATED GENERALIZED GROWTH MIXTURE MODEL FOR ADOLESCENT HEALTH RISK BEHAVIORS, Si Yang

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MODELING THE PROBABILITY OF MORTGAGE DEFAULT VIA LOGISTIC REGRESSION AND SURVIVAL ANALYSIS, Qingfen Zhang

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Effect of Average Happiness for Twitter on the Dow Jones Industrial Average Return Volatility, Zonghao Zhu

Theses/Dissertations from 2014

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EFFECTIVE VIRTUAL NAVIGATION IN A 3D UNDERWATER ENVIRONMENT BASED ON REAL-WORLD BATHYMETRY, Joel Barruos

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GRID-BASED OUTDOOR OBJECT RECOGNITION FOR AUGMENTED REALITY, Brian Adrian Flowers

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EXTENSIBLE CYBER CHALLENGE PLATFORM CONTROL APPLICATION, Jacob A. Fonseca

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FORECASTING STOCK MARKET RETURNS VOLATILITY, Yanan Li

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CREATING REUSABLE VIRTUAL MACHINES TO SIMULATE NETWORKS FOR CYBER CHALLENGES, Daniel P. Masterson

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FORENSICS STEADY STATE, Travis Scarboro

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INTRODUCING SERENDIPITY IN RECOMMENDER SYSTEMS THROUGH COLLABORATIVE METHODS, Suboojitha Sridharan

Theses/Dissertations from 2013

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USE OF REINFORCEMENT LEARNING (RL) FOR PLAN GENERATION IN BELIEF-DESIRE-INTENTION (BDI) AGENT SYSTEMS, Jose L. Feliu

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System for Video Game Enhancement Using Console Emulator State Information and Scene Recognition, Christopher J. Thibeaulty

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Designing a Network Defense Scenario Using the Open Cyber Challenge Platform, Richard H. Wagner

Theses/Dissertations from 2012

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Mounting a Windows Software Raid as a Virtual Disk, Daniel N. Ducharme

Theses/Dissertations from 2011

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CLINICAL PREDICTION MODELS FOR DIAGNOSIS OF APPENDICITIS IN CHILDREN WITH ABDOMINAL PAIN, Dale W Steele

Theses/Dissertations from 2002

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Evaluation of Several Metrics of Benthic Macroinvertibrates, Scott Lynch

Theses/Dissertations from 1999

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Interactive Multireslution Curve Editing Using, Stephen P. Alberg

Theses/Dissertations from 1998

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LogicCity: On-Line Digital Logic Simulator, Jihad Z. Almahayni

Theses/Dissertations from 1996

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The Diagnosis of Lyme Disease Using an Expert System, Corey May