Digital Commons Network^™

Human Motion Detection Evaluated Through An Evoked Cortical Potential Frequency Spectrum, Howard E. Painter

USF Tampa Graduate Theses and Dissertations

Electrical potentials were recorded from scalp of normal male subjects while they were viewing continuously moving sinusoidal gratings. Responses from the occipital cortex were amplified, digitized, stored and then transformed from the time domain to the frequency domain using a microcomputer based Fast Fourier Transform algorithm. High frequency components (Beta Activity) of the resulting power spectrum were analyzed for evidence on neural generators (electrical sources) in the striate cortex driven presumably by transient-cells (Y-cells or Magnocellular) responding to the continuously moving grating. Several stimulus parameters were examined: angular velocity, spatial frequency, direction (orientation), color, and intensity. A16 Hz component of …

Brain-Inspired Spatio-Temporal Learning With Application To Robotics, Thiago André Ferreira Medeiros

USF Tampa Graduate Theses and Dissertations

The human brain still has many mysteries and one of them is how it encodes information. The following study intends to unravel at least one such mechanism. For this it will be demonstrated how a set of specialized neurons may use spatial and temporal information to encode information. These neurons, called Place Cells, become active when the animal enters a place in the environment, allowing it to build a cognitive map of the environment. In a recent paper by Scleidorovich et al. in 2022, it was demonstrated that it was possible to differentiate between two sequences of activations of a …

Determining The P-Wave Velocity Structure In The Near-Surface Of Nw Miami, Florida, Using Quarry Blasts, Elham Moslemi

USF Tampa Graduate Theses and Dissertations

The fact that Florida is an earthquake-free region has caused seismologists to pay less attention to it. Few earthquakes in this state mean it is not a usual practice to study the propagation of seismic waves. However, utilizing data from quarry blasts, we studied wave propagation in this region. The primary objective of the project is to investigate the near-surface P-wave velocity structure and factors that may affect it. We also analyzed the amplitude of signals versus distance and blast size. A network of up to 10 Raspberry Shake instruments around the NW Miami-Lakes mining area was deployed where four …

Using Repeated-Latency Measures To Assess Functional Relationship, Justin B. Han

USF Tampa Graduate Theses and Dissertations

Functional analysis (FA) is the gold standard methodology for identifying maintaining variable of a target behavior in the field of behavior analysis. Although behavior analysis generally accepts that it is the most accurate behavior assessment method, it is still underutilized in clinical settings (e.g., Oliver et al., 2015; Roscoe et al., 2015). To address this concern, previous researchers have investigated the barriers to implementation such as training (e.g., Hay-Hansson & Eldvik, 2013; Iwata et al., 2000; Wacker et al., 2013), risks involved (e.g., Call et al., 2013, 2017; John, 2019; Shabani et al., 2013), and length of assessment (Saini et …

Algorithmic Design In Recommender Systems: Expanding Dbe Participation In The U.S. Construction Industry, Dick C.E. Davis Ii

USF Tampa Graduate Theses and Dissertations

The multifaceted U.S. construction environment, characterized by vast projects and intricate agreements, is anchored in trust, exemplified by bonding. For Disadvantaged Business Enterprises (DBEs), the bonding process can be challenging.

This dissertation provides an in-depth evaluation of the "System for facilitating a project between contractors and owners," a patented methodology innovatively developed by my father, Dr. Dick Davis, Sr. and later approved through my research efforts, as indicated by the patent number US8346582B1. The system adeptly gathers and processes data from owners, projects, and contractors. Despite its proficiency in managing extensive contractor and project data, the system faces challenges in …

Multi-Model Digital Twins With Ai Forecasting For Seed To Stand Supply Chain, Rania Sherif Elashmawy

USF Tampa Graduate Theses and Dissertations

The present dissertation embodies a multi-faceted investigation aimed at enhancing strawberry production pre-harvest and post-harvest quality through data-driven approaches. It unfolds multi-stages framework.

The first stage presents a complete data collection and its preliminary statistical analysis obtained from the first phase of a large-scale soil study on how to improve strawberry production and achieve sustainable and high-quality harvests through sensor-assisted real-time field monitoring. Six real-time loggers were placed in an operational commercial strawberry farm in Central Florida for the entirety of a harvest season from soil preparation to planting to harvesting. Along with high-resolution soil sensory measurements including water content, …

Employing The Use Of Molecular Dynamics To Explore Protein Stability And Optimize Free Energy Protocols, Taylor A. Rodman

USF Tampa Graduate Theses and Dissertations

Molecular dynamics (MD) is a powerful technique that can be used to provide informationabout a system over time. MD simulations can be used to explore behaviors of many systems such as protein-ligand interactions protein-protein interactions. Additionally, these simulations can be used to generate trajectories of a system to further be used for free energy simulations. The work discussed in Chapter 2 involves the use MD simulations to identify potential drug candidates capable of binding to and stabilizing the nuclear binding domain of the Cystic Fibrosis Transmembrane Conductance Regulator protein. Using ProBiS, we were able to find a potential binding site …

Evaluating Self-Monitoring Of Performance With A Peer Component On Disruptive Behavior And Task Completion Of Students With Emotional And Behavioral Disorder, Isabella Gural

USF Tampa Graduate Theses and Dissertations

Students with emotional and behavioral disorder (EBD) often face a lot of struggles in the classroom (Didion et al., 2018). This can lead to these individuals not finishing school, not getting jobs, etc (Cumblad et al., 1995). Not only is it an issue for the students themselves, but they often engage in disruptive behaviors that disturb their peers and RBTs (Adera & Bullock, 2010; Gottfried & Harven, 2014). Many interventions have been used to increase academic engagement and decrease disruptive behaviors in the classroom for students with EBD, including self-monitoring strategies and peer-mediated interventions. However, regarding studies evaluating self-monitoring interventions …

Evaluating The Prevent-Teach-Reinforce Secondary Model For Individuals With Emotional And Behavioral Disorders, Christine Colón

USF Tampa Graduate Theses and Dissertations

The intensity and range of behaviors displayed by youths with an emotional and behavioral disorders (EBD), along with the limited competence of teachers and parents in responding to these behavioral events, present significant challenges in effectively addressing behavioral difficulties and promoting prosocial skills. The current study evaluated the use of the Prevent–Teach–Reinforce (PTR) model, a manualized function-based intervention model, for three youths with EBD in the home setting. The caregivers of the youths were involved in the 4-step PTR process, contributing to the design and implementation of the PTR intervention within family routines. The impact of the intervention on youth …

The Great Resignation: An Exploration Of Strategies To Combat School Bus Driver Shortages In The Post-Covid-19 Era, James E. Cole Jr.

USF Tampa Graduate Theses and Dissertations

Leading school transportation providers have been turning toward data-driven incentive programs to engage, motivate, and get the best out of their school bus drivers, but the nationwide school bus driver shortage has emerged as a pressing issue of critical importance affecting the education system, transportation infrastructure, and safety of students across the United States. School bus driving is one of the most challenging driving jobs, and low wages, demanding schedules, stringent licensing requirements, and the COVID-19 pandemic have exacerbated the shortage of drivers. Identification of strategies to improve school bus driver retention was the objective of this qualitative phenomenological study. …

Syntheses, Photophysics, & Application Of Porphyrinic Metal-Organic Frameworks, Zachary L. Magnuson

USF Tampa Graduate Theses and Dissertations

Porphyrins are a group of heterocyclic macrocycles that play crucial roles in various biological processes such as electron transfer, catalysis, and sensing. Hemoglobin, which carries oxygen in the blood of mammals, and chlorophyll, which drives photosynthesis in plants and algae, are both porphyrins. The ability of porphyrins to bind metal ions and their unique electronic and photophysical properties make them an excellent platform for designing functional materials for various applications, often drawing inspiration from their function in nature. Metal-organic frameworks (MOFs) are a class of porous materials that have been extensively studied in recent years due to their high surface …

Saudi Mothers’ Perspectives And Experiences About Family-School Partnership In Early Childhood: A Qualitative Study, Mona Mohsen Alzahrani

USF Tampa Graduate Theses and Dissertations

In this study, I explored Saudi mothers’ perspectives on family-school partnerships, besides understanding the challenges they had faced. I used the ecological theoretical framework, to understand the complexity of the relationships between family and school and the impact of the environment on children's development. The ecological theory allowed me to simplify these relationships and recognize the effect on the children's development by examining Saudi mothers' perspectives. I selected qualitative research to gain a better thoughtful of the complex phenomena. I conducted semi-structured interviews to gain a deeper understanding of mothers’ perspectives. I applied a thematic analysis by Clark and Braun …

Machine Learning For Electronic Design Automation: Specification Mining And High-Level Synthesis, Md Rubel Ahmed

USF Tampa Graduate Theses and Dissertations

The rapid growth of complex system-on-chip (SoC) designs has presented unprecedented opportunities and challenges in electronic design automation (EDA). This dissertation explores two facets of electronic design automation: message flow specification mining using data mining and natural language processing (NLP) and high-level synthesis (HLS) acceleration using different machine learning (ML) methods. It also discusses an ML model co-optimization method for energy-efficient hardware implementation.

Effective SoC design validation relies heavily on message flow specifications. This dissertation presents an efficient technique for synthesizing finite state automaton (FSA) models from SoC execution traces. The synthesized models can provide valuable insights into the on-chip …

Why Teachers Stay: An Exploration Of Why Mid-Career Teachers Remain In Teaching, Jennifer K. Mccorvey

USF Tampa Graduate Theses and Dissertations

Much of the current literature on teacher retention centers around early-career teachers, with far less addressing mid-career teacher attrition. This research study explores the positive and negative experiences of five mid-career teachers, Toni, Sean, Susan, Debbie, and Jacqueline, explicitly focusing on the experiences that influenced their decisions to remain teaching. The participants were Teacher Leadership Academy alumni, a professional learning community in two separate Professional Development School programs. I used a qualitative case-study approach to examine the teachers’ experiences and Identity Theory as a lens through which to view the findings. Semi-structured interviews and participant-constructed timelines were the primary sources …

Great Power Cyberpolitics: Re-Interpreting Offensive Realism And Power Transition Theory For Cyber Deterrence, Yavuz Akdaǧ

USF Tampa Graduate Theses and Dissertations

This dissertation assesses the empirical relevancy of realist International Relations (IR) theory in cyberspace and shows how a richer IR-based theory of cyber conflict can enhance the understanding of interstate cyber deterrence, especially in the context of US-Sino hegemonic cyber conflict or cyberwar. As states increasingly engage in cyber conflict by exploiting security vulnerabilities due to global interconnectivity (i.e., the Internet), cyber threat has become relevant for national security. Scholars constructed cyber deterrence to counter the threat using the fundamentals of the Cold War nuclear deterrence. Yet this approach is highly contested; cyberspace defies traditional deterrence concepts. Further theoretical analysis …

Influence Of Thickness And Capping Materials On The Static And Dynamic Properties Of Ferrimagnetic Thin Films, Noha Alzahrani

USF Tampa Graduate Theses and Dissertations

Spintronics traditionally relied on ferromagnetic materials for their strong spin properties but facedissues like large stray magnetic fields. To address these challenges, researchers turned to antiferromagnetic materials with fast spin dynamics, due to their zero net magnetic moment but the lack of a net spin moment complicated operation. In this context, ferrimagnetic materials have emerged as promising alternatives. They combine ferromagnetic and antiferromagnetic traits and feature different magnetic ions in their sublattices. This dissertation explores how film thickness and capping materials affect the properties of ferrimagnetic thin films. Rare-earth transition metal ferrimagnetic amorphous alloys have garnered attention in the realm …

Durability Of Cfrp/Steel Bond In Natural Weather, Mastour Alsulami

USF Tampa Graduate Theses and Dissertations

Fiber reinforced polymers (FRP) are increasingly being used for infrastructurestrengthening and repair of steel structures. Though there have been several durability studies, exposures used are not representative of outdoor service conditions. Fewer studies have explored the effect of changing outdoor conditions typical in infrastructure use. The goal of the research is addressing this gap by evaluating the performance of commercially available CFRP systems under natural weather characteristic of hot, humid tropical conditions mainly and cold weather secondary in three different locations.

Thirty CFRP/steel joint specimens were prepared in laboratory conditions and exposed to ambient temperature on the Engineering building roofs …

The Contextualization Of Socioscientific Issues In An Age Of Accountability, Karrie A. Wikman

USF Tampa Graduate Theses and Dissertations

The overarching aim of this research was to ultimately support global resiliency through science education, preparing citizens to laudably negotiate the contentious socio-cultural science- and technology-based issues of modern times. Correspondingly, this mixed methods study aimed to move a large, diverse school district toward school environments conducive to contextualized socioscientific issues (SSI)-based learning. Of interest to teachers, administrators, and policymakers, the research investigated the effects of subsuming standards-based objectives within the SSI instructional framework on science achievement. Analysis of variance of multilevel assessment and classroom observation protocol data revealed that students experiencing the SSI intervention showed statistically significant gains in …

Refining The Machine Learning Pipeline For Us-Based Public Transit Systems, Jennifer Adorno

USF Tampa Graduate Theses and Dissertations

According to the Population Division of the United Nations, in the United States, almost 90% of the population will live in urban areas by the year 2050. As the population in a given area increases, higher traffic congestion follows due to an increase of vehicles in the road. A possible way to alleviate congestion could be with widespread use of public transit. However, according to the US Census Bureau, the percentage of individuals commuting through public transportation has been decreasing steadily over time, and the American Community Survey reports that during 2019, only around five percent of the US population …

An Empirical Analysis Of Sentiment And Confidence Regarding Interest Rates In Disclosures Of Public Firms In The U.S. Fintech Sector, James J. Farley

USF Tampa Graduate Theses and Dissertations

This dissertation studied the channel of communication of 10-K and 10-Q financial reports and the effectiveness of relaying interest rate sentiment. 10-K financial reports relay information regarding a company’s financials on a yearly basis while 10-Q reports relay information on a quarterly basis. To study a newer industry of Fintech and how it may be affected by interest rates it was necessary to narrow Fintech to the United States and a coordinated public channel of communication using the 10-Q and 10-K financial reports. Fintech emerged as a relevant word and industry coming off the Great Recession of 2009. During the …

Big Data Analytics For Healthcare Social Media: New Algorithms And Insights, Negar Maleki

USF Tampa Graduate Theses and Dissertations

Over the last two decades, there has been a rapid evolution in information and communication technology, including the emergence of social media. Social media has a significant impact on various fields such as politics, business, culture, education, careers, innovation, and especially healthcare. This influence is not a new phenomenon since a survey from ten years ago showed that up to 78\% of American adults used the internet to look for health-related information for themselves or someone else. With the shift towards on-demand services in society, healthcare is also affected by this trend. Instead of waiting for weeks or months to …

The Application Of Memes On English Learners' Idiomatics And Motivation, Fatima Azzahraa Raafat

USF Tampa Graduate Theses and Dissertations

Students nowadays live in a visually rich world where they continually generate meaning and knowledge through images (Romero & Bobkina, 2017). To satisfy two technology-savvy generations, the Millennial and Generation Z, field practitioners had to generate multimodal environments that include written text, visual images, and design elements from various viewpoints. An effective pedagogy of idiomatics can support second language acquisition (SLA) and idiomatic competence development, that is, idiomatic language and figurative language study (Liontas, 2021, p. 3, 32). Idiomatics should be incorporated into educational programs for SL learners as early in their education as possible (Liontas, 2008). For my study, …

Fostering A Sense Of Online Community: Faculty Reflections Through Narratives, Brittany D. Anthony

USF Tampa Graduate Theses and Dissertations

This qualitative study will explore how MSW faculty describe a community in online courses and what strategies they use in fostering a sense of community within courses from an online Master of Social Work program at the University of South Florida. There is an imperative need to ensure online courses provide a sense of community to support students for success. During the timespan of an online course, strategic pedagogical approaches to fostering a community are essential to enriching the overall learning experience for students. Many studies tend to focus on the challenges faced when building an online community. Still, the …

Trace Metal Cycling During Phytoplankton Growth In The Southern Ocean, North Pacific, And Tampa Bay, Shannon Michelle Burns

USF Tampa Graduate Theses and Dissertations

The trace metals iron (Fe), manganese (Mn), cobalt (Co), nickel (Ni), copper (Cu), zinc (Zn), and cadmium (Cd) are essential to primary production in the oceans. They act as micronutrients, used in intracellular enzymes for macronutrient acquisition, light harvesting, and mediation of reactive oxygen species. In some cases, they can also substitute for each other when a primary trace metal micronutrient is depleted. Characterizing the interplay amongst trace metals, macronutrients, and phytoplankton growth is vital for understanding the biogeochemical underpinnings of primary production, and for modelers who develop biological pump frameworks for global carbon cycling.

In Chapter two, I investigated …

Using Social Network Analysis To Measure And Visualize Student Clustering Within Middle And High Schools, Geoffrey David West

USF Tampa Graduate Theses and Dissertations

The dominant philosophy of American public schools has been to group students together based on similar characteristics. Known as tracking, high achieving students would take courses on the “college track” while others would take “career track” courses. It was not long until advocates noticed that this process unfairly advantaged affluent and White student over poor and minoritized groups. A new process called “ability grouping” took over where tracking left off, but to the same effect. It is difficult to measure the degree students are grouped together by a certain characteristic, and while a few research papers aim to do so, …

Crossing Schools, Language, And Migration Borders: The Experiences Of Latinx And Caribbean Emergent Multilingual Mothers In K-12 Public Schools, Michelle Angelo-Rocha

USF Tampa Graduate Theses and Dissertations

Anti-immigrant sentiment and "English-only" ideologies have a significant impact on educational policies, practices, and processes. This includes parental engagement, the quality of education and life opportunities offered to immigrant children, and families’ well-being. The purpose of this study was to examine how Latinx and Caribbean mothers in Florida with various immigration statuses (i.e., undocumented, asylum seekers, refugees, international students, and mixed-status) and often with limited financial resources attempt to steward their children through the U.S. educational system. The research question was: How did emergent multilingual immigrant mothers experience the K-12 education system in Florida? The sub-question was: How did schools …

Novel Systems Engineering Framework Analysis Of Photovoltaic Models And Equations, Peter R. Michael

USF Tampa Graduate Theses and Dissertations

This dissertation analyzes Photovoltaic PV equations and models for silicon based systems from a Systems Engineering framework. Background information includes an introduction, a summary of the state of PV use, a brief history of photovoltaics, and the detailed derivation of equations that enable the finding of the PV parameters contained in the PV models.The novel inquiry, leveraging systems engineering frameworks, includes three areas useful in analyzing PV equations and models. The first is a statistical verification of common simplifications of PV equations at the primary conditions of short circuit, open circuit, and maximum power. Additional analysis shows other simplifications that …

Deciphering Trends And Tactics: Data-Driven Techniques For Forecasting Information Spread And Detecting Coordinated Campaigns In Social Media, Kin Wai Ng Lugo

USF Tampa Graduate Theses and Dissertations

The main objective of this dissertation is to develop models that predict and investigate the spread of information in social media over time. In this context, we consider topics of discussions as the information that spreads. Thus, we are interested in forecasting the number of messages per day in a future interval of time. We take a data-driven approach, in which we compare our results with real datasets from a multitude of socio-political contexts and from multiple social media platforms, specifically, Twitter and YouTube.

We identified a number of challenges related to forecasting social media time series per topic. First, …

Examining Paleoshorelines In The Eastern Gulf Of Mexico: Insights On Sea Level History And Potential Areas Of Interest For Habitat Management, Catalina Rubiano

USF Tampa Graduate Theses and Dissertations

An inventory of multibeam bathymetry containing relict drowned and lithified paleoshorelines has been compiled and analyzed in the first ever shelf-wide investigation of paleo sea level indicators on the west Florida shelf (WFS). On the largest scale, the WFS is a wide and gently sloping terrain that is characterized by a carbonate-rich sediment regime. This framework coupled with the region’s tectonic stability provided a setting in which sea level changes since ~ 20 ka have been recorded to a remarkable degree of resolution in the form of paleoshorelines which formed at sea level and were subsequently drowned and preserved in …

Procedures For Assessment Of The Marine Carbon System And Evaluation Of Access And Ocean Acidification Literacy In The Deaf Community, Loraine Martell-Bonet

USF Tampa Graduate Theses and Dissertations

One major goal of this dissertation addresses the need for improved laboratory procedures to measure chemical changes in seawater caused by the uptake of atmospheric CO2, especially in coastal environments. Due to the proximity of anthropogenic stressors in the coastal zone, the biogeochemical complexity of the CO2 system is more dynamic than the open ocean. My principal research objectives were addressed by developing methods for (1) improving the accuracy of pH measurements over a wide range of salinities and (2) investigating the acid-base properties of natural organics in the coastal ocean.

The accuracy of pH electrode calibrations is affected when …