Digital Commons Network^™

Robust And Uncertainty-Aware Image Classification Using Bayesian Vision Transformer Model, Fazlur Rahman Bin Karim

Theses and Dissertations

Transformer Neural Networks have emerged as the predominant architecture for addressing a wide range of Natural Language Processing (NLP) applications such as machine translation, speech recognition, sentiment analysis, text anomaly detection, etc. This noteworthy achievement of Transformer Neural Networks in the NLP field has sparked a growing interest in integrating and utilizing Transformer models in computer vision tasks. The Vision Transformer (ViT) model efficiently captures long-range dependencies by employing a self-attention mechanism to transform different image data into meaningful, significant representations. Recently, the Vision Transformer (ViT) has exhibited incredible performance in solving image classification problems by utilizing ViT models, thereby …

Robust Uncertainty Estimation Framework In Deep Reinforcement Learning For Active Slam, Bryan Joseph Pedraza

Theses and Dissertations

Autonomous mobile robots are essential in various domains such as industry, manufacturing and healthcare. Navigating autonomously and avoiding obstacles are crucial tasks that involve localizing the robot to explore and map unknown environments without prior knowledge. Simultaneous localization and mapping (SLAM) present significant challenges. In this study, we introduce a new approach to address robust navigation and mapping of robot actions using Bayesian Actor-Critic (A2C) reinforcement learning. The A2C framework combines policy-based and value-based learning by dividing the model into two components: (1) the policy model (Actor) determines the actions based on the state, and (2) the value model (Critic) …

Intellibeehive, Christian Ivan Narcia-Macias

Theses and Dissertations

Utilizing computer vision and the latest technological advancements, in this study, we developed a honey bee monitoring system that aims to enhance our understanding of Colony Collapse Disorder, honey bee behavior, population decline, and overall hive health. The system is positioned at the hive entrance providing real-time data, enabling beekeepers to closely monitor the hive's activity and health through an account-based website. Using machine learning, our monitoring system can accurately track honey bees, monitor pollen-gathering activity, and detect Varroa mites, all without causing any disruption to the honey bees. Moreover, we have ensured that the development of this monitoring system …

Relationship Between Socioeconomic Status And Incidence Of Specific Learning Disability: A Quantitative Study, Nora Nevarez

Theses and Dissertations

This quantitative study used a linear regression model to determine if a relationship exists between one independent variable (i.e., Socioeconomic Status) and one dependent variable (i.e., Specific Learning Disabilities). State level data was collected from publicly available databases in the State of Texas that delineate the percentage of students diagnosed with and placed in special education under the umbrella of Specific Learning Disabilities. These percentages were aggregated into the 20 Texas Educational Regional Service Centers. Additionally, national data was collected from publicly available databases listing the percentage of students at or under the age of 18 years old …

Electromagnetic Field Analysis, Materials Characterization, And Advanced Modeling Of Modern Guitar Pickups, Luis Alonso Villarreal

Theses and Dissertations

This Thesis establishes the foundations of modern guitar pickup theory, enhancing current pickup design by an increase in voltage output, reduction of DC resistance, and a reduction of production costs. This research investigates factors that have received insufficient attention, such as the performance of different magnetic materials, magnet geometry, bobbin geometry, metal effects, etc. An equation to calculate the output of guitar pickups is developed. Additionally, this work constructs a modern pickup using the techniques developed in this thesis incorporating theory and advanced modeling techniques to simulate changes in performance and interactions with different magnetic materials and geometries. The new …

Electrolysis Degradation Of Cyanuric Acid In Wastewater At Cu/Go Cathodes, Chioma Chinwe Nwakanobi

Theses and Dissertations

This work evaluates the development of electrochemical processes for the oxidative degradation of persistent organic chemicals in waste waters, specifically the oxidation of cyanuric acid in the presence of NaCl at Cu/GO cathodes and Ti anodes. The experiment used a graphene oxide doped copper mesh cathode to examine different concentrations of cyanuric acid (30 mg/L, 40 mg/L, and 50 mg/L) and various concentrations of NaCl electrolyte (0.007mol/L, 0.03mol/L, 0.07mol/L, 0.1mol/L, and 0.2mol/L). In addition, the effect of pH (2, 4, 6, and 8), and applied current (0.200A, 0.150A and 0.100A) were studied. The Cu/GO electrode played a central role in …

Comparing Socioeconomic Status To Educational Diagnosis Of Serious Emotional Disturbances: A Linear Analysis Of Texas Data, Cristina Rangel

Theses and Dissertations

This dissertation was prepared to determine if a correlation existed between a student’s poverty level and an educational diagnosis of serious emotional disturbance. I hypothesize that students at or under the United States’ definition of poverty are more likely to exhibit signs and symptoms of a serious emotional disturbance and therefore be diagnosed and placed in special education. Both federal data (i.e., poverty levels) and Texas data (i.e., dx of SED) were compared to determine correlation and directionality. TEA combines districts into 20 regions. Special education placement data is publicly available on State databases. Federal poverty levels are available …

Effects Of The Build Orientation And Support Patterns On The Geometric Accuracy In Printing Parts With Overhang Structure: An Experimental Study, Bala Murali Krishna Mohan

Theses and Dissertations

Additive manufacturing is becoming increasingly popular in industries such as manufacturing due to its ability to use raw materials more efficiently and require less machining than traditional methods(Calignano et al., 2017). However, constructing overhanging structures in additive manufacturing can be challenging, potentially affecting the overall geometric quality of the printed components. The objective of this study was to identify the most effective printing orientation for overhanging designs in Fused Deposition Modeling (FDM) using two different support structures. To achieve this, the researchers used a laser scanner to collect point cloud data and conducted a comparative study to determine the …

Gaze Tracking Embedded Collaborative Robots For Automated Metrology And Reverse Engineering, Sachithra H. Karunathilake

Theses and Dissertations

Conventional geometric metrology, or three-dimensional (3D) scanning, and reverse engineering heavily rely on the experience of the operators. With an increasing need for automation, robot arms have been adopted for this task. However, due to the large variety of parts and designs, automated path planning could provide a scanning solution that may overlook the critical area, which could potentially deteriorate the scan results. This study explores the integration of collaborative robotics (cobots) with eye tracking technology to improve the autonomous 3D scanning process. The primary objective of this study is to enhance the accuracy and efficiency of cobots in …

Human-Centric Smart Cities: A Digital Twin-Oriented Design Of Interactive Autonomous Vehicles, Oscar G. De Leon-Vazquez

Theses and Dissertations

Autonomous vehicle (AV) technology is introduced as a solution to improve transportation safety by eliminating traffic accidents caused by human error, which is the leading cause of 90% of accidents. One key feature of AVs is sensing and perceiving their surrounding environment through processing observations collected from the environment. The perception system is essential for an AV to make informed decisions and safely navigate the environment. This study presents an image semantic segmentation algorithm developed in the area of computer vision to improve AV perception. The U-Net-based algorithm is trained and validated using a synthetically generated dataset in a simulation …

Laser Assisted Direct Writing Of Liquid Metal For Microprinting Applications, Olga Vargas Cruz

Theses and Dissertations

This paper presents a research study for potential printing of a Liquid Metal (LM) Eutectic Gallium Indium alloy (EGaIn) through the applications of the innovative additive manufacturing technology LIFT (Laser Induced Forward Transfer). LIFT is a precise printing technology that allows to create small, detailed printing. The liquid metal in study, EGaIn, has demonstrated great potential for microelectronics applications due to its minimum toxicity and high conductivity. Throughout this research different printing parameters are studied to comprehend the behavior of EGaIn printing with LIFT technique, these include laser energy, laser pulse, receiver material substrate, donor layer thickness, and …

Using Statistical Clustering Of Trajectory Data To Support Analysis Of Subject Movement In A Virtual Environment, Martín Alejandro Galicia Avila

Theses and Dissertations

The rising use of virtual reality software requires new methods of spatiotemporal analysis to enhance the user experience. This investigation is focused on forming clusters from spatiotemporal trajectories within a virtual environment and analyzing them in search of human immersion and behavior insights. The cluster centroids are plotted and analyzed to identify associations with the trajectories and user demographics.

An Empirical Study Of The Relationship Between Board Chairperson Activism, Board Gender Diversity, Board Gender Inclusion, And Firm Performance, Phyu Phyu Aung Myint

Theses and Dissertations

This dissertation empirically examined the effect of board chairperson activism and board chairperson power on board gender diversity, board gender inclusion, and firm performance using a sample of boards of Fortune 500 firms. Board chairperson activism, in this dissertation context, refers to board chairpersons taking actions such as speaking out on, advocating for, or actively supporting gender equality or women leadership in business. Board gender diversity refers to the gender heterogeneity of directors in the boards whereas board gender inclusion refers to the extent to which women directors are given opportunity to participate and contribute to …

Process-Structure-Property Relationships Of Nanofibers For Biomedical Applications, Dipasree Bhowmick

Theses and Dissertations

This thesis explores the fabrication, characterization, and applications of nanofiber membranes utilizing Forcespinning® technology. Two distinct nanofiber systems were developed and evaluated, one focusing on pH-responsive Eudragit-baicalin loaded nanofibrous membranes for wound healing and the second one on thermo-responsive nanofiber-hydrogel (PNIPAAm) systems for biosensing applications, specifically dopamine detection. In the first project, nanofiber membranes loaded with Eudragit and baicalin demonstrated superior antibacterial properties against both gram-negative (E. coli) and gram-positive (B. meg) bacteria. Additionally, these membranes exhibited antioxidant properties and enhanced cell proliferation of 3TT cells, making them promising candidates for wound healing dressings. In the second project, a …

Meeting Students’ Needs To Improve Motivation And Higher Academic Achievement In Rio Grande Valley Schools, Tanya Jessica Reyes

Theses and Dissertations

Educational systems are to prepare students for future success in our ever-changing world. Administrators must realize that before a student is willing to learn, crucial needs must be met, especially in low-socioeconomic areas such as the Rio Grande Valley. Some basic needs consist of food and shelter, which are vital for survival. Other needs deal with one’s social and emotional needs that support a child's safety, sense of belonging, and their self-esteem. In this study, focus groups were conducted with sixth, seventh, and eighth grade student participants that gathered the phenomenon of their experiences and their fulfillment of needs …

The Importance Of Emotional Intelligence And Leadership Development In Principal Efficacy, Lorine Olivarez Bazan

Theses and Dissertations

Recently, public schools have seen an increase in obstacles and challenges in the wake of the COVID-19 pandemic, and school leaders have had to pivot and adjust to meet these ever-changing demands (McLeod & Dulsky, 2021). Principals in today’s schools have had to discover new and innovative ways to successfully lead, motivate and support their school communities. This emerging leadership includes the leader’s ability to utilize emotional intelligence and leadership skills effectively and intentionally.

The purpose of this qualitative study was to take a deeper look at investigating the school principal’s utilization of emotional intelligence and effective leadership skills. This …

A Narrative Analysis Of The January 6th Capitol Riot: Melodramatic Political Discourse, Joel Corte

Theses and Dissertations

The riot at the United States Capitol by supporters of Donald Trump shocked the American political system and represented contemporary politics’ shift toward more reactionary, populist politics. Attempts to explain the events of January 6th, 2021, have focused on the role of conspiracy theories, white supremacy, toxic masculinity, and the violation of norms. This thesis argues that January 6th can be explained by a case study of narrative and the style of discourse. More specifically, I conducted a qualitative narrative analysis of Trump’s election fraud narrative in the 2020 election by completing a close reading of his campaign …

A Psychometric Validation Of The Spanish Translation Of The Coping Inventory In A Latinx Population, Daniela Chavez

Theses and Dissertations

Research efforts to comprehend coping strategies in response to stress within the Latinx/Hispanic community have been limited. The inability to effectively cope with stress can lead to physical and mental health problems in adults. This study aims to test the psychometric properties of the translated version of a recently developed coping assessment, “The Coping Inventory,” to evaluate its validity among Spanish-speaking Latinx individuals. The results indicate that The Coping Inventory demonstrates reliability and validity among this population. These findings can enhance the measurement of coping strategies within the Latinx/Hispanic community, potentially resulting in improved …

Examining Nonadherence To Family Values And Anxiety In College Latinas, Veronica Paola Ramirez

Theses and Dissertations

Due to the rapidly growing rate of the Latinx population, mental health professionals must concentrate on finding the best treatments for this population. The group of interest for this study is young Latinas in college with anxiety symptoms. There is some research on how anxiety levels are influenced by one important factor: non-adherence to family values, however, it is important to understand what may direct this relationship. What makes this research study different is that we attempted to use family conflict as a mediator in the relationship. Furthermore, we attempted to see if levels of autonomy and emotion dysregulation …

Examining Social Factors Influencing Latino Students' Academic Learning In Rio Grande Valley Via A Quantitative Design, David T. Smith

Theses and Dissertations

This research study aimed to examine the social factors that could influence the academic learning experiences of Latino college students. Hispanic students are pursuing post-secondary degrees at a higher rate than in previous years. Many Hispanics represent their respective family members as the first members of their respective families to attend college (Trevino & DeFreitas, 2014). The academic achievement of Latino college students is becoming a major concern in the United States due to their growing population and special needs (Trevino & DeFreitas, 2014).

It is imperative to examine the social factors that could affect the academic learning experiences of …

Investigating Programmer Bias Transfer To Computer Tasks Among Hispanic Csci/Cmpe Students In A Minority-Serving Institution, Ana Cecilia Sánchez Ramos

Theses and Dissertations

Algorithm-driven systems are increasingly being used across a variety of settings (Center for Democracy and Technology, 2020; O’Neil, 2017; Sauppé and Mutlu, 2015). However, many everyday technologies are imbued with racial biases that unfairly discriminate against racially marginalized groups (Hankerson et al, 2016; Crawford, 2016; O’Neil, 2017). While sources of bias like the unintended overrepresentation of elements in an algorithm’s dataset have been well researched (Hankerson et. al, 2016; Lee, 2015), the transfer of personal prejudices onto a system remains understudied. Here I address this issue and draw from Sociological literature on organizational theory, assimilation, and colorblind ideology to develop …

Being A Trafficked Teacher: An Asiancrit Autoethnography Exploring The Exploitation Of Filipino Migrant Teachers In Louisiana, Christopher R. Jose

Theses and Dissertations

The purpose of this autoethnographic study is to critically explore the lived curriculum of Filipino migrant teachers trafficked by a Louisiana school district using the theoretical lens of AsianCrit. Using the different tenets of AsianCrit, this study wrestles with the injustices of this lived curriculum as connected to a broader set of hegemonic curricular experiences and demonstrates the ways such injustice still permeates the lived curriculum of migrant teachers. It explores its discussion on critical race theory in education, migrant teachers and human trafficking in the United States. This study shares the effects of human trafficking of teachers and the …

Level Of Opportunity For Translanguaging In A One-Way Dual Language Program, Cristina Flores

Theses and Dissertations

In the context of language diversity in schools, this research underscores the persistence of monolingual academic standards despite linguistic variety. Bilingual education, historically intertwined with sociopolitical agendas aligning with dominant societal power structures, necessitates a paradigm shift. Bilingual educators must empower students to utilize their complete linguistic repertoire, fostering creative language expression through translanguaging (Sánchez et al., 2018, p.13). This approach challenges superficial language norms, potentially deviating from the standard language codified by a powerful central group.

The study delves into the types of language practices teachers permit, promote, or prohibit and examines teachers' perceptions regarding the constraints of a …

A Victim No More: An Arts-Based Autoethnographic Inquiry, Richard D. Edmonson

Theses and Dissertations

Heteronormative culture and curriculum have traditionally prevailed within the college classroom (MacGillivray, 2000). Many LGBTQQIA+ students still find challenges regarding acceptance and integration which may impact their learning experiences (Nodin 2022). Addressing heteronormative curriculum and pedagogy includes discussing the relevance of LGBTQQIA+ inclusivity, visibility, and histories. For schools to become safe and welcoming environments for members of the LGBTQ+ community, and for the negative consequences of heterosexism to diminish for all, homophobia, heterosexism, heteronormativity, and heterosexual privilege must all be explicitly addressed and interrogated in students’ learning (Nunn & Bolt, 2015). One of the ways to do this and ameliorate …

A Case Study Of Student And Faculty Experiences In A High-Achieving Early College High School Along The Texas-Mexico Border, Kelly Louis Stuart

Theses and Dissertations

This study explores the high academic achievement of Excelencia Early College High School (EECHS), located along the Texas-Mexico border. An open-enrollment public school, EECHS serves students who are characteristic of the lower Rio Grande Valley. These include students of low socioeconomic backgrounds, minorities, first-generation, and those typically underserved by higher education. Over two years, seven student focus-group interviews and fifteen faculty personal interviews were conducted. These interviews addressed key research questions such as: What are the lived experiences of students and faculty at this high-achieving school? What motivates students to overcome challenges and …

Texas School Social Workers: Demographics, Work Characteristics, Job Satisfaction, And Work Barriers And Facilitators, Astrid Gandaria

Theses and Dissertations

This study examines the demographics, and job, services, responsibilities, barriers, facilitators, and satisfaction of Texas school social workers. A survey was emailed to Texas school social workers identified on a state list. A convergent parallel mixed method design was used to compare and discuss quantitative and qualitative data obtained. The data reveal consistency with existing school social work literature related to demographics and provided novel information on work characteristics, job satisfaction, work barriers and facilitators, and program preparation of school social workers. The data shows school social workers are highly involved …

Strategies Community College Mexican American Adult College Algebra Students Use When Graphing Function Transformations, Roxana Pamela Jimenez

Theses and Dissertations

This qualitative case study pursued to describe the different strategies Mexican American adult students in a local community college used to graph function transformations. Participants in the study were purposefully selected using a criterion sampling to ensure participants were atypical, above average students between the ages 18-22, and had a final course average of 89.5-100 in College Algebra. Three research questions were examined 1) In what ways do Mexican American adult college students graph a function transformation? 2) Which strategies do students implement when graphing a function transformation? Qualitative research methods using think aloud semi-structured interviews were used in this …

Examining The Increasing Prevalence Of Academic Dishonesty: An Investigation Of Students’ Perceptions Of Academic Integrity In Higher Education, Luis Angel Garcia

Theses and Dissertations

A primary concern in academic institutions is the high frequency of academic dishonesty among students. Concerns surrounding this issue negatively affect the institution’s reputation and the acquisition of external funding. The purpose of this research was to explore the increasing prevalence of academic dishonesty at higher education institutions. Furthermore, the aim of the study is to investigate the frequency of students engaging in academic dishonesty, reasons for academic dishonesty, and awareness of academic dishonesty. Increasing awareness, prevention, and education regarding academic dishonesty can bring a positive environment to students in higher education. The participants were students enrolled in The University …

Reimagining Associate Degree Nursing Education: An Insider’S View, Ntiense E. Otu

Theses and Dissertations

The demographics of nursing students in the Associate Degree Nursing (ADN) program are diverse, hence the need for nurse educators to prepare and handle the challenges faculty face in the ADN program. Although many pieces of literature have addressed different modalities of instructional delivery and teaching methods in nursing education, transition experience of nurse educators, and teaching preparation and readiness, these are not evident in the ADN programs in the Rio Grande Valley (RGV). The teaching preparation of nurse educators and their utilization of instructional methods in the ADN program in the RGV is limited in the literature. This study …

Rhythmic Ritual: Hand Papermaking As A Transformative Process, Keatan Mckeever

Theses and Dissertations

This thesis is an exploration of the transformative processes of hand papermaking, both personally and materially, through various artworks situated between two- and three-dimensional forms. The conceptual motivations supporting my practice are informed by intuition, locally sourced materials, human connection, material structure, and low-tech approaches to the papermaking process. In the first portion of this thesis, I discuss how I chose paper as my artistic medium, and the transformational process of hand papermaking through a historical lens. The second half follows the experimentation and limitations that informed my practice, the content of my work regarding material and structural qualities, and …