Digital Commons Network^™

Stridevision: Automated Detection Of Running Form Deviations From 2d Pose Estimation And Machine Learning, Paulina Eguibar Ortega

Honors Theses

Running gait analysis plays a critical role in injury prevention and performance optimization, however, existing approaches often rely on specialized laboratory equipment or wearable sensors with limited interpretability. Recent advances in computer vision, particularly 2D human pose estimation, enable markerless motion analysis from standard video. However, progress remains constrained by the lack of publicly available datasets designed for running form analysis.

In this work, we introduce a preliminary dataset and benchmark for stride-level running gait analysis. The dataset consists of 73 treadmill running videos from 15 participants with varying experience levels, annotated with over 4,600 stride-level labels across multiple biomechanical …

Optimization And Safety Protocols For An Acetone Production Plant, Holley J. Garrison

Honors Theses

The proposed acetone production plant, scheduled for start-up in 2028, is capable of producing 3,750 kg/h of 99.9 wt% acetone. Using an endothermic catalytic dehydrogenation reaction, a feed of isopropyl alcohol (IPA) is reacted to produce 30,000 metric tons per year (MT/y) of acetone. Initial design and economic analysis of this process found that this plant will not be economically viable due to its Net Present Value (NPV) of -$132M. Optimization efforts prioritized reductions in raw materials and improved product recovery. Several optimizations were performed to reduce the feed rate, including switching to the low temperature catalyst, shortening the reactor …

Jtc 26: Making Opportunity, One Intentional Step At A Time, Whitney Woods

University of Mississippi News

This story is part of the 2026 Journey to Commencement series, which celebrates the pinnacle of the academic year by highlighting University of Mississippi students and their outstanding academic and personal journeys from college student to college graduate.

Final Practicum Thesis And Portfolio From Accy 421: Professional Development Reviewing The Economic Effects Of Maha Initiatives On Conagra Brands Financial Statements And Studies On Business Professionals, Everett B. Heuer

Honors Theses

The purpose of this paper is to investigate the potential legislative changes brought about by Robert F Kennedy Jr. and the “Make America Healthy Again” campaign to uncover possible financial effects to Conagra Brands’ next fiscal year. This was achieved through research on RFK’s opinions on American food culture from sources such as interviews and Senate confirmation hearings. Findings included disapproval of seed oils and artificial food dyes that could affect Conagra Brands’ subsidiaries. After reviewing Conagra Brands’ 10k for the previous fiscal year as well as mission statements and core values, the team developed multiple plans for Conagra Brands …

Dissecting The Connection Between Technological Advancement And Environmental Justice Through An International Perspective, Benson H. Le

Honors Theses

This thesis dissects the connection between technological advancement and environmental justice through an international perspective. With modern-day technologies advancing by the day, the implications of these technologies on our environment have been rising as well. This thesis looks to dissect the connection between these two entities, as well as view this connection through an international lens. Countries around the world view this connection very differently, and the way these technologies are implemented within the environment is drastically different based on different international views. This thesis aims to answer the questions about this phenomenon. How do countries around the world view …

The Price To Rent Ratio As An Indicator For Valuation In The U.S. Real Estate Market, Timothy C. Mahaffey

Honors Theses

This thesis investigates the usefulness of the price-to-rent ratio as a primary indicator of housing market valuation within fifteen Metropolitan Statistical Areas that have universities (MSAs). While traditional economic theory suggests that housing prices and rents maintain a stable long-run relationship, recent market volatility has challenged the reliability of this metric. This study utilizes a localized, trend-based analysis to determine the extent to which deviations in the price-to-rent ratio signal genuine market overvaluation or undervaluation.

The empirical results demonstrate a high degree of correlation between ratio deviations and home value trajectories. During the 2021–2022 period, all 15 analyzed cities experienced …

Spaceforge: Spatial Reconstruction For Signal Simulations, Compton Ross

Honors Theses

Signal simulation environments require accurate three dimensional representations of physical spaces, yet current methods for generating these representations, including Light Detection and Ranging (LiDAR) scanning, manual 3D modeling, and commercial photogrammetry, are both costly and time intensive. SpaceForge addresses this gap with a prompt guided pipeline that takes an ordinary indoor photograph and a configurable set of simulation relevant object categories as input and produces a voxelized 3D scene compatible with downstream signal simulation workflows. The pipeline proceeds through five major stages: open set object detection and segmentation, object level preprocessing, single image 3D mesh reconstruction, heuristic pose estimation and …

Belonging, Participation, And Student Success: Evaluating The Academic Impact Of The Biology Mentor Program At The University Of Mississippi, Cole B. Davidson

Honors Theses

This thesis examines whether students’ sense of belonging within the biology department and their participation in the University of Mississippi Biology Mentor Program are associated with success in introductory biology. The project used de-identified departmental survey data and program records collected across multiple semesters in the broader archive from fall 2020 through spring 2025. For the final analyses, course outcome records, mentor attendance records, and survey based belonging records were merged by student code and semester. After removing nonbinary outcome labels and retaining cases with usable belonging data, the analytic sample included 4,299 student-semester records. The primary outcome was a …

Beyond The Numbers: A Patterson School Of Accountancy Practicum, Olivia R. Mardis

Honors Theses

This practicum comprises six case studies that explore a range of accounting topics. While each case stands independently, the work collectively emphasizes the interpretation of financial information. Although financial statements may appear to some as a series of abstract figures, accountants are trained to understand and apply the “language of business,” transforming numerical data into meaningful insights that inform decision-making.

The first case provides an objective analysis of a company’s Form 10-K, focusing on interpreting financial statements and using that interpretation to evaluate performance and guide decisions. The second case examines the Corporate Transparency Act, analyzing its intended purpose, potential …

Benefits Of A Teacher Created Mathematics Resource Website For Teachers And Students, Callista Hull

Honors Theses

For my Honors College capstone project, I created a math resource website for teachers and students. I chose to develop this website because often resources available for teachers to use for student support are not always linked to state standards, so developing a website with resources linked directly to state standards made sense to me. Resources are plentiful for teachers and students but they are not always exactly what teachers need because they are not directly linked to a state standard. This led me to my idea to create a resource that would be easily accessible, beneficial, and helpful to …

Functionalized Nanodiamonds As Binding Platforms For Single-Stranded Dna, Mallory A. Chapman

Honors Theses

Nanodiamonds (NDs) offer a promising platform for biomolecular applications due to their stability, biocompatibility, and three-dimensional structure. This study focused on developing a nanodiamond–DNA complex in which streptavidin-functionalized NDs would form a protective shell around biotinylated single-stranded DNA (ssDNA), creating a core–shell system like an “M&M” candy with DNA at the center and a protective coating on the outside. DNA has many uses in nanotechnology, including DNA origami, nanomachines, and drug delivery systems, but its degradation limits its practical use, making protective strategies essential.

ND–DNA conjugates were prepared using biotin–streptavidin interactions and analyzed using gel electrophoresis. Initial separation on agarose …

Prematurity And Special Education: Raising Awareness Of The Connections Between Preterm Births And Special Education, Nadia R. Corder

Honors Theses

In this thesis, the goal was to find the link, if any, between prematurity and special education, with regards to probability of special education and outcomes, and to create a means of professional development for not only special education teachers about prematurity risks and effects on students but also parental education about the possible procedures of their child’s education. This is accomplished through the organization of infographic pamphlets for parents and an online professional development presentation. Both these formats are compliant to the Americans with Disabilities Act (ADA) accessibility parameters. A literature review was conducted to achieve this goal using …

The Isoperimetric Inequality And Wirtinger’S Inequality, Mason Neal

Honors Theses

In this thesis, we present Hurwitz’s proof of the Isoperimetric Inequality, which roughly states that the area enclosed by a simple closed curve is always less than or equal to the area of a circle with the same perimeter. Hurwitz’s proof relies on Wirtinger’s Inequality. We survey results about periodic functions and Fourier series, and we use them to provide a proof of Wirtinger’s Inequality. We then give a new proof of a variant of Wirtinger’s Inequality due to Alzer and generalize this variant to higher powers.

A Remote Sensing Approach To Identifying Zones Of Instability In Mine Tailings Impoundments Using Multi-Sensor Satellite Data, Arden K. Pierce

Honors Theses

Mine tailings impoundments are structures built to contain the chemical and sedimentary byproducts generated by ore extraction activities. In this common method of mining waste storage, the tailings can be pumped into containment ponds and held behind earthen embankments to prevent the release of hazardous substances into the surrounding environment. Monitoring environmental factors that influence the structural integrity of these impoundments is essential for identifying areas vulnerable to instability and failure. Soil moisture is a factor that can affect the stability of mine tailings impoundment structures. This study evaluates the relationship between satellite-derived soil moisture and surface deformation at mine …

Not An Afterthought: Addressing The Academic And Social Challenges That Create Barriers To Belonging For Transfer Students, Brooke Jankowsky

Honors Theses

This thesis examines the academic and social barriers to belonging for transfer students at four-year institutions, with particular attention to the University of Mississippi. The goal is to bring attention to the issues that surround transfer student populations in general by identifying some of the most pressing structural and interpersonal challenges that shape their experiences. A qualitative approach was used, drawing on existing literature, prior unpublished research at the community college level, and reflective analysis to explore themes such as transfer shock, creating and maintaining social networks, and gaps in institutional support. Findings suggest that transfer students often face a …

Integrating Movement In Elementary Classrooms: Teacher Perceptions And Student Benefits In A Kindergarten Setting, Ferriday R. Green

Honors Theses

Movement integration has been shown to positively influence elementary students’ cognitive performance, engagement, and on-task behavior; however, its use in classrooms remains inconsistent due to various teacher-perceived barriers. This qualitative study investigates the challenges teachers face when implementing movement integration in elementary classrooms and examines whether access to structured, movement-integrated lesson plans influences instructional practices. The study was conducted with one kindergarten teacher at Lafayette Elementary School. Data were collected through two semi-structured interviews—one conducted prior to implementation and one following a two-week intervention period during which the teacher implemented pre-developed, movement-integrated lesson plans aligned with required academic standards. Interview …

Federated Learning And Blockchain-Enabled Framework For Secure And Intelligent Healthcare Systems, Jerina Eda

Electronic Theses and Dissertations

Artificial Intelligence is transforming healthcare delivery, particularly in chronic disease management and patient monitoring. However, significant challenges remain in ensuring data privacy, system security, and reliable real-time monitoring while maintaining diagnostic accuracy. This thesis presents a comprehensive investigation into secure, decentralized, and intelligent healthcare systems through three interconnected research contributions addressing these critical challenges.

First, we conduct a comprehensive survey of AI applications across major healthcare domains including Chronic Kidney Disease, Diabetes Mellitus, Cardiovascular Disease, and cancer. Through systematic review of over 150 studies published between 2017 and 2024, we examine how machine learning techniques are applied to diverse medical …

The Relationship Between Winning In The Classroom And On The Field At The Athletic Department Level, John Zachary Gory

Electronic Theses and Dissertations

This study examines the presence and extent of the relationship between athletic department success based on SBLive© All-Sports Award Scaled Scores and academic outcomes in Mississippi 4A high schools. Specifically, the study investigates whether SBLive© All-Sports Award Scaled Scores in 4A Mississippi high schools are associated with Mississippi School Accountability System (MSAS) Accountability Scale Scores, Chronic Absenteeism, Incidents of Violence, and Graduation Rates across four school years (2021–2022 through 2024–2025). A quasi-experimental quantitative design utilizing Pearson correlation coefficient (r) analyzes relationships among continuous variables and identifies trends across years, including the impact of Mississippi High School Activities Association (MHSAA) reclassification …

A Revised Quantifier Variance And Its Implications On Vagueness, Isaac Alexander Huling

Electronic Theses and Dissertations

This paper argues that the Special Composition Question has no substantive answer, not because compositional talk is empty but because the physical structure it tracks does not have the form that would privilege a unique answer. The argument accepts Sider’s methodological premise that the world must provide structure beyond description if ontological vocabulary is to mean anything, and deploys that apparatus against his specific application of it to composition. Constraint processes among a system’s parts – the forces and interactions that hold rigid bodies together, maintain organisms, bind solar systems – satisfy every condition Lewis required of reference magnets. They …

Murdoch's Metaphorical And Mystical Moral Metaphysics, William Jade Langley

Electronic Theses and Dissertations

In this project, I explain the mysticism found in Iris Murdoch’s The Sovereignty of Good, emphasizing what the illustrative thought experiments and metaphors are meant to explain. To do this, I introduce her understanding of G. E Moore’s moral realism and compare this with how Bertrand Russell understands mystical intuition and revelation. Then, to understand how we can still do moral philosophy when morality is fundamentally mystical, I compare Murdoch’s usage of metaphor with that of Victoria Welby, who also takes metaphorical understanding to be crucial to our understanding of the world. Though Welby goes further than Murdoch in saying …

Secondary English Teachers’ Perceptions Regarding The Impact, If Any, Of Shifts In The Emphasis Of History Education On Students’ Comprehension Of Literature, Bailey J. Poole

Electronic Theses and Dissertations

This qualitative study explored secondary English teachers’ perceptions of the emphasis on history education and its perceived impact on their students’ comprehension of literature. This research used an interpretivist approach and a conceptual framework shaped by schema theory and constructivism to understand whether teachers perceived a shift in the value of history education, how they described such shifts, if any, and how they responded instructionally to those shifts, if necessary.

Data was collected through six semi-structured interviews with 11th and 12th grade English Language Arts teachers from public high schools in Mississippi, each with a minimum of ten years teaching …

Staying In Stem?: A Qualitative Exploration Of Women’S College Classroom Experiences In Stem Education, Sarah Dapaah

Electronic Theses and Dissertations

Women leave STEM not because of a lack of ability, but because of the classroom and institutional conditions they encounter once they arrive. This study examines how classroom experiences shape women’s decisions to persist in or leave STEM majors at the college level. Drawing on the sociological frameworks of doing gender, gendered organizations, and intersectionality, this study explores how gender, race, and class shape women’s experiences of belonging, support, discouragement, and recognition in STEM. Using 21 semi-structured interviews and 4 classroom observations at the University of Mississippi, the study analyzes the experiences of undergraduate women who remained in STEM, women …

Exploring Integrated Arts Education For Students With Autism, Karen Denise Harrison

Electronic Theses and Dissertations

Students with autism spectrum disorder (ASD) are often misunderstood because of challenges in communication, social-emotional development, and sensory processing. Neuroscience research highlights that individuals with ASD process information and stimuli differently, particularly in areas related to sensory integration, executive functioning, and emotional regulation. Traditional educational methods often isolate these students from their neurotypical peers, reducing opportunities to engage meaningfully with standards-based curricula. Integrated arts education offers an alternative approach, aligning with neuroscience principles by engaging multiple brain regions through movement, rhythm, imagery, and creativity, allowing students with ASD to demonstrate their learning through project-based and creative experiences that meet diverse …

Life Balance And Teacher Wellness: Exploring Protective Factors Among Early Childhood Educators, Kathryn Amidon

Electronic Theses and Dissertations

Early childhood educators shape future generations by guiding the development of young children. The well-being of early childhood educators is a concern due to unique stressors within the early childhood education context, including heavy workloads, high demands, and too few resources. Previous studies on the topic of teacher wellness have shown that teachers’ mental wellness impacts teacher burnout, teacher retention, and student outcomes, making the need for better understanding of the factors influencing teacher wellness a priority for future research. This quantitative study aimed to explore life balance as a protective factor of teacher wellness, inquiring about the extent of …

Kairosformer: Hybrid Transformer For Time Series Forecasting, Koichi Nishida

Electronic Theses and Dissertations

Long-term time-series forecasting is a fundamental problem in real-world applications such as financial modeling and weather forecasting. While Transformer-based architectures have shown strong performance in sequence modeling like natural language processing and computer vision, their direct application to time-series forecasting faces challenges including quadratic computational complexity and capturing inherent temporal dependencies. Recent works such as Informer and Autoformer address these limitations through sparse attention mechanisms and series decomposition, but introduce trade-offs between predictive accuracy and computational efficiency.

In this thesis, we propose Kairosformer, a Transformer-based architecture for long-horizon time-series forecasting that integrates probabilistic attention with series-wise temporal aggregation. By combining …

Adversarial Llm-Gans For Robust Synthetic Pharmaceutical Data In Self-Emulsifying Drug Delivery Systems, Samiul Islam Niloy

Electronic Theses and Dissertations

The formulation of self-emulsifying drug delivery systems (SEDDS) represents a pivotal advancement in improving the oral bio-availability of poorly water-soluble pharmaceutical compounds, yet traditional development is heavily hindered by limited experimental datasets and the complexity of predicting key quality attributes like nanoparticle size and drug release profiles. Because empirical methodologies struggle to balance formulation constraints with predictive accuracy, this research introduces a comprehensive framework that leverages state-of-the-art generative artificial intelligence to synthesize realistic, constraint-compliant SEDDS datasets. The study proposes two primary methodologies to overcome data scarcity: a novel Drug Formulation Agent (DFA) powered by Large Language Models (LLMs) and a …

Computational Modeling Of Lamina Cribrosa Biomechanics, Lydia Schwartz

Electronic Theses and Dissertations

The lamina cribrosa is a critical structural component of the optic nerve head and is believed to play a central role in the development of glaucoma. Understanding how its geometry and microarchitecture influence the mechanical behavior is essential for improving computational models of the optic nerve head. However, the complex structure of the lamina cribrosa presents a difficult challenge for experimental and computational investigations. In this study, two computational modeling approaches were developed to investigate the influence of structural representation on lamina cribrosa biomechanics. A curvature-based continuum model was used to examine the effects of the anterior surface geometry, parameterized …

Iterative Decoding For Sccpm With Markov And Hidden Markov Sources, Zhijie Guo

Electronic Theses and Dissertations

Continuous Phase Modulation (CPM) is an excellent digital modulation scheme recognized for its constant envelope property, continuous phase transitions, and inherent memory. These characteristics enable excellent spectral and power efficiency, allow compatibility with nonlinear amplifiers, and make CPM particularly attractive for power- and bandwidth-constrained applications such as satellite and deep space communications. Serially Concatenated Continuous Phase Modulation (SCCPM) with iterative decoding further improves error performance, and its flexibility enables it to evolve alongside state-of-the-art channel coding technologies and show significant potential for performance enhancement.

This dissertation investigates SCCPM systems with binary Markov and Hidden Markov Model (HMM) data sources and …

A Generalization Of Plane Partitions And Approximations Of The Resulting Function, Annette Jeanine Shinn

Electronic Theses and Dissertations

This dissertation is a generalization of two results which involve finding approximations of partition functions. The first is by Ayla Gafni in 2016, who found an approximation for the number of ways to partition a number n into k-th powers. The second is by E. M. Wright in 1931, who found an approximation for plane partitions. We look at a generalized partition function pk1,k2(n) that includes both cases and find an approximation for pk1,k2(n).

Developing A Noticing Skill Of Learners Of Jfl Through Writing With Chatgpt, Anna Suzuki

Electronic Theses and Dissertations

Acquiring an additional language, especially whose linguistic systems differ from a learner’s first language, such as English and Japanese, is quite challenging. However, the improvement of technology such as Artificial Intelligence (AI) has some potential in supporting language learning.

This study investigated how ChatGPT can assist learners of Japanese whose first language is English in writing Japanese narrative of a 4-panel story and what learners notice comparing their Japanese writing with ChatGPT’s production. This study followed three steps: writing, an online survey, and a one-on-one interview. Four undergraduate students who were taking either a 200-, 300- or 400-level Japanese course …