Digital Commons Network^™

League Of Learning: Deep Learning For Soccer Action Video Classification, Musfikur Rahaman

ATU Scholars Symposium

The field of sports video analysis using deep learning is rapidly advancing. Proper classification and analysis of sports videos are essential to manage the growing sports media content. It offers numerous benefits for the media, advertising, analytics, and education sectors. Soccer, also known as football, worldwide, is among the most popular sports. This research study used a deep learning-based approach for soccer action detection. Deep learning has become a popular machine learning technique, especially for image and video classification. We have used the SoccerAct dataset, which consists of ten soccer actions like corner, foul, freekick, goal kick, long pass, on …

Us Dept Of Interior (Nps) Hovenweep National Monument Square Tower Group: Hovenweep Poem, National Park Service Of The United States

Hovenweep National Monument

A poem titled "The Palace"

Us Dept Of Interior (Nps) Hovenweep National Monument Square Tower Group: Hovenweep Memorandum, National Park Service Of The United States

Hovenweep National Monument

Memorandum for regional director. Acknowledgment receiving 27 photo prints

Us Dept Of Interior (Nps) Hovenweep National Monument Square Tower Group: Hovenweep Notes, National Park Service Of The United States

Hovenweep National Monument

Memorandum Regarding Life photographic story

Outdoor Research Can Be Fascinationg, Montezuma Valley Journal

Hovenweep National Monument

Newspaper Article containing photo's and information regarding regions inhabitants

New Natural Product Certified Reference Material Resources Supported By The Nih Office Of Dietary Supplements, Adam Kuszak, Zoe Ruan, Linda Smith, Sarah Ajaz, Uma Srennivasan, Sabrina Giddings, Daniel Beach, Pearse Mccarron, Stephen Wise

Oxford ICSB

The NIH Office of Dietary Supplements (ODS) Analytical Methods and Reference Materials (AMRM) Program supports the development of tools that promote and facilitate rigorous and reliable characterization of dietary supplement (DS) identity, composition, and purity, as well as assessments of authenticity and contamination of botanical and other natural product raw materials and finished products. AMRM goals are accomplished through development and validation of quantitative and qualitative methods, production of certified reference materials (CRMs), and support of dietary supplement focused laboratory quality assurance programs. Recent advances in DS analytical resources supported by AMRM include an expanded availability of CRM calibration solutions …

The Botanical Safety Consortium: Collaborative Effort To Improve Botanical Safety Testing Methods, Connie Mitchell, Cynthia Rider, Julie Kzykwa

Oxford ICSB

The use of botanical dietary supplements is increasing, making their safety a crucial issue for public health. This article discusses the role and goals of the Botanical Safety Consortium (BSC), a collaborative effort between the US FDA, the National Institute of Environmental Health Sciences, and the Health and Environmental Sciences Institute. Formed through a Memorandum of Understanding, the BSC aims to improve safety evaluation methods for botanicals. It operates as an international platform where experts from various sectors, including government, academia, industry, and non-profits, collaborate to advance and apply new approach methodologies (NAMs) for the safety assessment of botanical products. …

Analyzing The Impact Of Socioeconomic Factors On Cancer Clinical Trials Accessibility In The U.S. Using Machine Learning, Krysta L. Ray, Hiromi Honda

ATU Scholars Symposium

While cancer impacts all segments of the United States population, specific groups experience a disproportionate burden of the disease due to social, environmental, and economic disadvantages. This research examines the correlation between socioeconomic factors and the accessibility of cancer clinical trials across U.S. counties, employing a comprehensive dataset, County-Level Socioeconomic and Cancer Clinical Trial Data from Noah Ripper, and advanced machine-learning techniques. Our findings, derived from regression analysis and machine learning models like gradient boosting, highlight significant disparities in trial availability linked to socioeconomic indicators, including poverty rates, population estimates, median income, incidence rates, and mortality rates. Many regression models …

Jsper (Just Stablediffusion Plus Easy Retraining), Adam Rusterholz, Meghan Finn, Zach Zolliecoffer, Zach Judy

ATU Scholars Symposium

JSPER is an an AI art generation Web Application that is both flexible and accessible. Our goal is to enable anyone to create and use their own customized art models, regardless of technical skill level. These models can be trained on almost anything, from a person, to an animal, to a specific object, or even style. The user only has to upload a handful of images of their subject. Then, training settings get optimized at the push of a button to match the type of subject the user is training. After training, their customized model can be used to generate …

Competency To Stand Trial Evaluations: Using Vignettes With Patients Who Lack Insight, Katelyn Fuller

James Madison Undergraduate Research Journal (JMURJ)

In the United States, an attorney may request a competency to stand trial evaluation if they are concerned that their client is not mentally fit to adequately participate in their case and defense. Patients found incompetent must undergo treatment for restoration of competency, regardless of their willingness. Clinicians and psychiatrists may use vignettes, or hypothetical scenarios, to help restore competency if the patient lacks insight into their mental illness. While vignettes have been well documented in studying attitudes and awareness, decision making, and identifying mental illness, there is little to no research into their use in psychiatric hospitals due to …

Analysis Of Rabies Neutralizing Antibody Titers In The Feline Population Of Winona County, Olivia M. Hendrickson, Jensen K. Christensen

Research & Creative Achievement Day

Canine rabies vaccination, vital for both animal and human health, is well studied and understood. In contrast, our understanding of feline rabies vaccinations, particularly with those that have a compromised immune status, is much less comprehensive. The purpose of this project is to enhance our current knowledge of feline vaccination states through a surveillance study on the feline rabies antibody titer in Winona County's cat population. Specifically, we seek to explore the relationship between an individual feline's immune status and their active anti-rabies antibody titer. To achieve this, we conducted a bicinchoninic acid (BCA) protein assay to determine the total …

Place We Call Home: The Death Of Human Flourishing In Non-Places, Gioia Calabretta

Liberty University Research Week

This presentation examines the inhumane nature of our current built environment. Automobile-centricity was ushered in to America after World War II had ended, and this development ultimately led to significant dependence on vehicles. This prevailing dependency directly eliminates the population’s choice; dictating where people will go, how they will spend their money, and ultimately, their lives. This subjection has ramifications for everyone, but the effect is more pronounced for the elderly, disabled, children, and those without access to an automobile. Present solutions consist of more vehicular accommodation, more travel lanes, and more parking for automobiles. This only addresses the symptoms …

From Doom To Bloom: The Effects Of Pre-Major Coaching On Undecided Student Persistence, Lisa Wycoff

Liberty University Research Week

Student retention is a persistent dilemma in higher education because it is how student success is measured. Universities invest resources in retaining vulnerable populations, providing additional support measures because they are most at risk of dropping out. The premise of this study is that students who enter college without a major are considered vulnerable, as they are highly prone to drop out. Numerous studies have found that entering college with an “unknown/undecided” status negatively impacts not only retention but also well-being and motivation due to a lack of clearly defined educational goals. However, students and families often lack adequate information …

Community Health Assessments In Guatemala And Honduras, Grace Sibert

Liberty University Research Week

Community Health Assessments (CHAs) give health professionals necessary information to identify and provide care for community needs. The services provided by CHA’s are integral, especially in underdeveloped and rural communities. This research paper serves to discuss the outcomes and benefits of community health screenings performed in Hierba Buena, Chiquimula, a rural, mountainous community in Guatemala and three, underserved communities in Copan Ruinas, Honduras. The screenings were conducted by a team of faculty and graduate and undergraduate students from Liberty University, public health professionals, Iglesia Vida, a church in south Florida and Iglesia de las Americas. The team worked alongside a …

Lonoke County Park Suggestions, Rayna N. Van Keuren

ATU Scholars Symposium

Research Question: Based on information obtained from examining Lonoke County Park user demographics, user preferences, and examining local parks in the area, what are some suggestions that can increase user satisfaction and increase the overall number of visitors?

Methods: I used online data sources as well as my own experience visiting local Lonoke County Parks to form my suggestions.

Analysis: After sorting through all my data, I settled with three different Lonoke County Parks that I provided suggestions for. The parks included Cabot Community Pond Development, Lonoke Ball Park, and Anthony Schmidt Memorial Park. Some common themes within the parks …

Legal And Ethical Concerns Within Emergency Management, John R. Hiland, Cody Neal

ATU Scholars Symposium

Emergency management involves a complex interplay of logistical, social, and ethical considerations, with legal frameworks guiding actions at every stage. This research investigates the ethical and legal challenges inherent in the four phases of emergency management: mitigation, preparedness, response, and recovery. Through a multi-method approach including literature review, case studies with comparative analysis, this study aims to clarify the intersection of ethical and legal issues in emergency management and propose practical strategies for addressing these challenges.

In the mitigation phase, equitable resource allocation, environmental sustainability, and transparent decision-making emerge as key ethical concerns, while legal frameworks dictate compliance with regulations …

Capitalism In Europe Vs. Latin America, Brandy Mace, Lucas E. Mainhart, Caleb Edwards, Dayton Lamb, Jesus Herrera-Herrera

ATU Scholars Symposium

Focusing on the years 1995 to 2023, what are the universal traits of capitalism versus the more varying or flexible traits, as demonstrated by comparing European and Latin American practices of capitalism. For the country comparisons, researchers have agreed on 3 common variables to evaluate the capitalist practices of a Latin American country with a European one. These shared variables are 1) The power of the country's currency, 2) The informal versus formal employment of the labor force, as well as unemployment rate, and 3) The income gap between the rich and poor. Each researcher will also include 1-3 additional …

Multi-Rotor Hexicopter, Corbin G. Beard, Payton Riddle, John Washburn, Nate Burckhartzmeyer, Alejandro Gamez

ATU Scholars Symposium

The Multi-Rotor Hexicopter is an original design for an eighteen motor, hydrogen fuel cell powered drone. After initial success with the hydrogen fuel cell powered drone created by previous students, our goal was take their success and create a much larger drone that could be controlled both from the ground and in the air. Our design was based on a drone created by the company Lift Aircraft. The drone is separated into four components that were designed in Autodesk Inventor. The bottom, known as the sled, is used for the storage of the two hydrogen fuel tanks. The second section, …

Activism And Historical Narratives In The Construction Of A Shared Memory Of Comfort Women's Trauma, Raelin Craig

Research & Creative Achievement Day

This thesis explores the impact of comfort women activism on collective memory and Japan-South Korea relations. It provides a historical context to understand the moral, legal, and political challenges inherent in the comfort women issue. The thesis emphasizes the role of shared memory in shaping perceptions and interpretations of this topic. The literature review critically engages with diverse perspectives, including the historical origins of the comfort women system and conceptual frameworks such as shared memory theory and trauma studies. Methodologically, the thesis adopts a qualitative analysis approach, drawing from survivor testimonies and navigating ethical considerations in researching sensitive topics. The …

Making Mutations In A Vrk1 Plasmid, Madeline M. Thoemke

Research & Creative Achievement Day

One of the most common types of mutations is point mutations, which change a single amino acid, sometimes by changing a single nucleotide. These mutations can cause the protein to fold incorrectly or change how it interacts with other molecules. This research used biochemistry methods to prepare mutated proteins to simulate their behavior in the body. Mutations in the protein VRK1 were chosen for this project. VRK1 is present in human tissues and influences cellular division and RNA processing.VRK1 mutations P79L, A66G, and R219Ihave been linked to neurological disorders and were chosen for this project. Our procedure used biochemistry techniques …

Changes In Animal Vocalizations In Response To A Total Solar Eclipse, Colton W. Morris

ATU Scholars Symposium

My proposed research project will study the changes in animal vocalizations in response to the total solar eclipse that will take place in Russellville, Arkansas, on April 8, 2024. I will use audio recordings before, during, and after the eclipse to quantify changes in animal vocalizations. Most recordings will be in the range of normal hearing, and will primarily detect birds, frogs, and insects. Additionally, I will deploy one ultrasonic recorder capable of detecting bats. From these recordings I will be able to quantify overall and species-specific call rates. Audio recordings will be paired with continuous measurements of light intensity …

Women And Food In World War I Era Arkansas, Emily A. Stolp

ATU Scholars Symposium

On July 1st, 1917, in the midst of The Great War, Arkansas’s Governor Charles Brough appointed Ida Frauenthal as chairwoman to the state’s new Woman’s Committee of the Council of Defense for Arkansas. The report created by the Woman's Committee allowed the committee to first: organize the results of the efforts of many civil groups and second: immortalize the women’s wartime efforts. Women’s war efforts in this era naturally focused on the home front. The need to conserve food, a national and local concern, occupied much of women’s wartime efforts. Fear mongering and propaganda used to push the food conservation …

Data Analytics Internship At Fastenal, Jacob J. Haines

Research & Creative Achievement Day

The poster will present the results from an analysis of Fastenal's customer base to find characteristics among them that serve as useful predictors of their spending habits. This will allow Fastenal to create more accurate control groups when assessing the effectiveness of various marketing initiatives. This poster acts as the communication of capstone experience outcomes which is required for Data Science majors in addition to the capstone experience.

Using Data Visualizations To Analyze Employee Performance At Xcel Energy, Abby Venz

Research & Creative Achievement Day

Companies often are curious about their employee performance. But how, exactly, do they analyze this? As a Data Analytics Intern for Xcel Energy, I was in charge of doing just this. This poster will walk you through the methods used to analyze and model employee performance, as well as the results found and the different ways managers at Xcel Energy used them

Improving The Rates Of Fentanyl-Induced Overdoses In Winona County With A Student-Led Naloxone And Fentanyl Education Event, Emalie A. Bohachek, Christina M. Dailey, Isabelle L. Dufeck, Gemini R. Johnson, Mckenzie E. Langenfeld, Morgan K. Lavigne, Ryan E. Tuttle, Holynne K. Zeilenga

Research & Creative Achievement Day

According to The Minnesota Department of Health, "Fentanyl is now involved in 92% of all opioid-involved deaths and 62% of all overdose deaths in Minnesota" (Ahneman, 2023, para 2). Specifically, for Winona, it was seen that from 2020 until now, there have been 15 deaths due to opioids. Additionally, there have been 30 nonfatal overdoses that people have visited the emergency room for (Injury and Violence Prevention Section, 2023).  Winona County community assessments were utilized to develop relevant information to be provided in this project which was coordinated by several entities including Winona State University (WSU) nursing students, Bridges Health, …

Hooked On Adventure: Bauer Angling's Proposed Fishing Guide Service, Gavin Bauer

Research & Creative Achievement Day

As outdoor recreation continues to surge in popularity, fishing remains a beloved pastime for individuals seeking adventure, relaxation, and connection with nature. In response to this growing demand, Bauer Angling proposes the establishment of a comprehensive fishing guide service. I aim at providing unparalleled angling experiences for enthusiasts of all skill levels. This research day presentation outlines the conceptualization, planning, and potential impact of this innovative venture. It also gives me a chance to network and advertise.  The foundation of "Bauer Angling" rests on a commitment to excellence in customer service, environmental stewardship, and promoting sustainable fishing practices. I will …

Dedicated Education Unit In A Critical Access Hospital: An Evidence-Based Practice Project, Mark D. Becknell, Lauren E. Tarbell

Research & Creative Achievement Day

xBackground: Nursing education is a unique and diverse learning environment that requires many venues to train students. As the healthcare landscape continues to change, nursing programs must adapt by investigating and utilizing new and innovative clinical education models. Objective: The project purpose was to create and implement education for a dedicated education unit (DEU) within an 18-bed medical-surgical unit in a community hospital. The PICO question is: does creating and implementing a Dedicated Education Unit (DEU) for registered nurses in a community hospital setting increase confidence in preceptor abilities? The comparison is current state, which includes only student shadowing and …

Molecular Methods Used To Identify A New Species Of Dictyocaulus (Family Dictyocaulidae) In White-Tailed Deer, Garit T. Wollan, Elisa M. Quevedo

Research & Creative Achievement Day

Lungworms (Dictyocaulus) are a type of parasitic nematode found in the lungs of vertebrates and can cause life threatening diseases to their host(s). Dictyocaulus is a type of lungworm found in cattle (Bos taurus), deer (Cervidae), goat (Capra aegagrus hircus), sheep (Ovis aries), and horses (Equus caballus). The purpose of this study was to use DNA analysis to distinguish between different species of Dictyocaulus among cattle, white-tailed deer (Odocoileus virginianus), and red deer (Cervus elaphus). Adult lungworms were collected from the lungs of cattle from research farms in Missouri, Wisconsin, and Mississippi, from the lungs of red deer from a …

Post Rehabilitation Analysis Of Stream Habitat And Brown Trout In Cedar Valley Creek, Ashlynn D. Leonard, Emma C. Ehlers

Research & Creative Achievement Day

A section of Cedar Valley Creek went through a rehabilitation process that was intended to improve the trout habitat as well as to reinforce banks, deepen the stream, and narrow the channel. We took brown trout (Salmo trutta) counts and did habitat analyses at five locations (each 50 m long), in the restored stream section of Cedar Valley Creek during fall 2023 to compare to pre-rehabilitation data collected in 2022. A backpack electrofisher and nets were used to collect brown trout via a single-pass removal sampling process. All trout were measured for total length (mm) before being released back into …

Processing And Testing Commodity And Engineering Cfrtp Composites, Delia M. Derner, Kristine Osorio

Research & Creative Achievement Day

Commodity thermoplastic polymers provide good load transfer to and protection of the reinforcing fibers.  However, their mechanical properties are inferior to high-performance thermoplastic polymer composites.  Findings of preliminary research conducted at WSU showed that continuous fiber reinforced (CFR) commodity polymers such as PETG and PP have better Izod impact resistance than their high-performance CFR counterparts.  Further investigation of these findings is conducted in this research project.  Quasi-isotropic laminates of GF/PETG and GF/PET-am are fabricated and tested in drop weight impact.  The results will be compared with previously determined results of high-performance CF/PPS, CF/PA12 and GF/PPS.  The samples are fabricated using …