Digital Commons Network^™

Exploratory Analysis With Association Rule Mining Algorithms In The Retail Industry, Alaa Amin Hashad, Khaw Khai Wah, Alhamzah Alnoor, Xinying Chew

Malaysian Journal of Computing (MJoC)

Every year the retail sector expands quickly. These industries are becoming more competitive and difficult to operate in due to their expansion. Changing consumer buying habits, a decline in people's spending capacity and an increase in international retailers are a few of the difficulties that must be overcome. In the context of mining frequent item sets, many methods have been proposed to push various kinds of limitations inside the most well-known algorithms. This study presents an exploratory analysis for retail stores that uses market basket analysis as one of the data mining techniques to identify frequent patterns in customer purchases. …

Perspectives Of Special Education Teachers On The Transition Of Students With Special Needs From High School To University, Noor Abdulkader Mamich

Theses

Post-secondary transition is a significant phase in the life of high school students with special needs. Special education teachers play a crucial role in supporting students in this process. This study aims at exploring the perspectives of special education teachers on transitioning high school students with special needs into university. Semi-structured interviews were conducted with four special education teachers in Al Ain city in the United Arab Emirates. The teachers were asked questions on four themes: their skills on postsecondary transition, their post-secondary transition planning, the barriers they face during post-secondary transition, and finally the facilitation of smooth post-secondary transition …

Unveiling The Origins Of Source Code Through Authorship Attribution: A Comparative Study Of Ai And Human Coding Patterns, Shamma Humaid Alalawi

Theses

In recent years, Artificial Intelligence (AI) techniques have been used for source code authorship attribution, which is the process of identifying the original author of a given piece of code. With the advancement of AI technologies like ChatGPT, which can generate code, there is a need to accurately identify whether a piece of code is written by a human or generated by a machine. This is crucial for intellectual property protection, cybersecurity, and software forensics. The main objective of this thesis is to review existing research on source code authorship attribution and conduct several experiments to determine the best AI …

Transformer-Based Deep Learning Model For Sign Language Recognition, Ganzorig Batnasan

Theses

Sign language recognition research aims to develop systems and tools that can interpret and translate sign language into text or spoken language. During the past two decades, the challenges faced in this domain are multifaceted. The first and foremost challenge is the complexity of sign language, which includes intricate hand gestures, facial expressions, and body movements. Recognizing and interpreting these components accurately is challenging. The second challenge is variability among different regions and communities, leading to variations in signs and gestures. This variability poses a challenge for developing universal recognition systems.
Limited data is another challenge which makes it difficult …

Old Vs. New: An Experiment On The Efficacy Of Complexity-Focused Reproductive Biology Lectures For Undergraduate Biology Students, Ive N. Muse, Shraddha Patel, Linda Fuselier

Undergraduate Research Events

Undergraduate reproductive biology courses are traditionally taught in a reductive manner, prioritizing a binary understanding of sex which oversimplifies reproductive behaviors and reproductive system development across diverse taxa. Although this binary approach to lessons on reproduction is intended to benefit students in learning foundational human reproductive concepts, it does not teach the most recent research in reproductive biology, which identifies reproductive variation as the norm. We designed and implemented a lesson on reproductive biology informed by the most current and accurate research and compared it to a traditionally taught biology lecture for first year majors. Students who received the experimental …

Modelling Pyroclastic Density Currents Of The April 2021 La Soufrière St. Vincent Eruption: From Rapid Invasion Maps To Field-Constrained Numerical Simulations, Valentin Gueugneau, Sylvain Charbonnier, Victoria L. Miller, Paul Cole, Raphaël Grandin, Edna W. Dualeh

School of Geography, Earth and Environmental Sciences

The April 2021 La Soufrière of St Vincent eruption generated several pyroclastic density currents (PDCs) during the 2 weeks of the crisis, from 9 to 22 April. To support the hazard assessment team during this eruption, numerical simulations were performed in real time and generated rapid scenario-based PDC invasion maps with the two-phase version of the code VolcFlow, which was able to simulate both the concentrated and dilute regime of PDCs. To generate the maps, only the source properties (shape and location) and the initial volume used to generate the PDCs were varied, all other input parameters were kept constant …

Surface Ocean Biogeochemistry And Deep Ocean Circulation Control Relationships Between Nutrient-Type Trace Metals (Cd, Ni, Cu, And Zn) And Nutrients In The South Atlantic Ocean Near The Subtropical Front, Xue Gang Chen, Martha Gledhill, Maeve C. Lohan, Angela Milne, Eric P. Achterberg

School of Geography, Earth and Environmental Sciences

The ocean region along the latitude of 40°S in the South Atlantic, characterized by enhanced primary productivity, forms a transition zone between the nutrient replete but iron depleted Southern Ocean, and the nitrate and iron depleted Subtropical Gyre. Here, we present distributions of nutrient-type dissolved and particulate trace metals (dTMs and pTMs) including cadmium (Cd), nickel (Ni), copper (Cu), and zinc (Zn) in the South Atlantic from the GEOTRACES GA10 cruises. Phytoplankton uptake, riverine and atmospheric inputs shaped dTM and pTM concentrations in surface waters (dCd 27.8 ± 36.0 pmol kg⁻¹, n = 222; dCu 0.732 ± 0.429 …

How To Deal With Theological Conflicts, Part 2, Timothy Blaze, S. Joseph Kidder

Faculty Publications

No abstract provided.

My Legacy Document: A Story Told Through A Pedagogical Lens Of Three Landscapes. School, Work, And Faith, Debra Williams

Dissertations

Too often professionals, when answering the question “Who are you?”, resort to listing what they do. Although individuals are gifted, experienced, and qualified, as these persons influence and significantly impact others, one could get lost as a person and be unfulfilled. That’s a problem.

Positioning myself as the study of research, utilizing autoethnography as the chosen methodology, my doctoral journey is chronicled. Three landscapes, school, work, and faith, serve as the areas of emphasis.

Battery Powered Rice Cooker, Mateo Casalino , '24

Senior Theses, Projects, and Awards

A small low power rice cooker was modified so that its power source came from an external power supply. This allowed the devicet to be remotely operated from a traditional wall socket. A long testing process was carried out to see in-depth information about the current, power, and voltage draw of the rice cooker over an entire cooking and “keep warm” cycle. From this data, the power draw was integrated to find the total energy consumption of the rice cooker and determined what size and type of battery was needed to be purchase. With both the rice cooker and battery …

Put Your Money Where Your Mouth Is: An Analysis Of Medical School Websites V. Trans Patient Experiences, Ray Craig , '24

Senior Theses, Projects, and Awards

No abstract provided.

Left Out In The Cold: Care, Neglect, And Homelessness In Anchorage, Alaska, Natalie C. Fraser , '24

Senior Theses, Projects, and Awards

In the Summers of 2022 and 2023, Anchorage, Alaska closed all low-barrier emergency homeless shelters, forcing approximately 250 people to camp, unsheltered, throughout the city. The city’s actions spawned a crisis as people were left without food, water, or medical services, yet also sparked massive volunteer mobilization of mutual aid. This ethnographic study is based on three months of fieldwork grounded in participant observation at 3rd & Ingra, a large homeless encampment on the edge of downtown Anchorage. I studied three groups of people–policymakers, nonprofit employees, and volunteers–in order to understand how each of these groups conceptualizes homelessness and justifies …

Soul Craft As The Work Of Sorrow And Hope: An Analysis Of “The Inner Life” In The Practice Of True Religion, Bethany Winters , '24

Senior Theses, Projects, and Awards

No abstract provided.

From Visual Data To Auditory Landscapes In Arcgis Pro, Grace Hegland , '24

Senior Theses, Projects, and Awards

Data visualization is a central component to understanding spatial information in ArcGIS Pro. However, visualization creates an accessibility issue for visually impaired users. While ArcGIS supports two screen readers, JAWS and Microsoft Narrator, their ability to convey spatial relationships is limited to reading textual summaries and textual pop ups of spatial data [1]. This Senior Design project explores using data sonification to map ArcGIS data to piano pitches to create an auditory model of visually displayed map data. This auditory model allowed users to find facts and discover geospatial data trends. Ensuring fair access to information is essential for an …

No, You Can't Just Peek In Their Brain To See Their Future, Alia Barcus

Tredway Library Prize for First-Year Research

This paper argues against the use of predictive cognitive neuroscience research in judicial processes. Barcus argues that, because predictive models do not adequately address the “whys” of behavior and are better suited to macro-scale processes rather than individual-level predictions, they can only provide “a crude idea of future behavior” at best and will be bias-laden and inaccurate at worst. Meanwhile, neuroscience brain imaging is a newly-developing field and relies on small-scale studies, a combination that creates little replicability and presents deeply-flawed outcomes when this research is used as a basis for criminal prosecution. Barcus concludes that this scholarship, while holding …

"We Did That": The United States' Role In Preventing The Chagos Archipelago From Exercising The Right To Self-Determination, Diane Orentlicher, Morton H. Halperin

Scholarly Articles in Law Reviews & Journals

When I agreed to participate in a workshop engaging with Philippe Sands’ extraordinary book, The Last Colony, I expected to focus on the dilemmas lawyers confront when considering how to frame the wrongs their clients endured with a view to advancing redress. Inevitably, the choices to be made elevate some dimensions of victims’ experiences while downplaying and potentially sidelining others, however important in their own right. But my plans changed when I reached page forty-one of The Last Colony.

Recommendations For Sugammadex Administration In Standard And Special Populations, Kristen E. Mattson, Alexa Brummund

Doctor of Nursing Practice Projects

The purpose of this project was to collect evidence-based information regarding sugammadex administration in both standard and selected special populations. Special populations included renal failure, breastfeeding, pregnancy, and pediatrics. The objectives of the project were to collect and present current research to the host facility, define barriers to the use of sugammadex, and assess the participants’ knowledge of sugammadex use in special populations. A guideline for sugammdex administration was created and presented to the host facility through a poster presentation and quick reference guide. A voluntary post-implementation survey was implemented, and the results were recorded, analyzed, and displayed in the …

Shivering In Postpartum Women: Development Of A Perioperative Protocol For Women Undergoing Cesarean Section, Lindsay Dawson, Kara Peters

Doctor of Nursing Practice Projects

In obstetric patients undergoing a cesarean section, a spinal anesthetic is the most common form of anesthesia (Hannallah, 2016). An intrathecal (or spinal) block is not benign. Postpartum shivering is a potential risk with any neuraxial procedure, with an incidence of 40-80% specifically following a spinal anesthetic (Feng et al., 2021). Patients who experience shivering are at a greater risk for postoperative complications, impaired mother-newborn bonding, and decreased patient satisfaction. Both nonpharmacological and pharmacological treatment options exist for prevention and treatment of postpartum shivering. The objective of this project was to introduce a standardized, evidence-based protocol to decrease the incidence …

Anesthesia Management For The Preeclampsia Or Hypertensive Parturient, Britanie Sumpter

Doctor of Nursing Practice Projects

Preeclampsia is a placental disease characterized by abnormal maternoplacental blood vessels and placental dysfunction resulting in fetoplacental hypoperfusion and maternal multi-system organ dysfunction (Wang et al., 2019). Expectant management of a hypertensive or preeclamptic parturient includes antihypertensive medications, magnesium sulfate for seizure prophylaxis, and early delivery of the fetus (ACOG, 2020). Neuraxial anesthetic-induced sympathectomy combined with circulating antihypertensives, magnesium sulfate therapy, and intravascular volume depletion in preeclampsia is thought to contribute to exaggerated hypotension.

Persistent refractory hypotension after neuraxial anesthesia in parturients with preeclampsia or hypertension has been an ongoing issue affecting obstetric providers at the host facility. This project …

Nurses' Experience Implementating Weighted Blankets In Inpatient Psychiatric Unit, Michael Ragen

Doctor of Nursing Practice Projects

The complexity of treating sleep difficulties in patients with concurrent psychiatric disorders continues to be a struggle for the medical community. The mechanism that causes psychiatric disorders can induce insomnia or hypersomnia (Khurshid, 2018). There is also a growing interest in disturbed sleep ability to induce psychiatric episodes (Verkhratsky et al., 2020). This classic “Chicken or Egg Scenario” meets the modern focus on creating the best outcome for patients with the least medication, spurring interest in the holistic management of sleep disorders. The literature has little information on the use of weighted modalities for sleep management and anxiety in an …

Identifying And Improving Developmental Delays In Children Within Central America, Alyssa Blake

Doctor of Nursing Practice Projects

Roughly 40% of children living in low-income countries worldwide are at an increased risk of not reaching developmental milestones. Many of these children are at risk due to lack of resources, quality healthcare, and proper developmental screenings. Short-term medical mission trips (STMMs) aim to improve the health of those residing in developing countries. However, although the U.S. does carry out many STMMs to developing countries within Central America to help improve health outcomes, pediatric developmental screenings are often not a part of routine health visits during these STMMs. This may be due to providers having a general lack of experience …

Establishing Routine Multiple Micronutrient Supplementation During Pregnancy In An Impoverished Guatemalan Community, Marissa Schuette, Erin Brueggemann

Doctor of Nursing Practice Projects

Pregnant and breastfeeding women in impoverished settings face heightened nutritional demands, placing them and their children at increased risk of inadequate nutrition's detrimental effects. Existing literature suggests that supplementing with multiple micronutrients (MMS) may offer superior protection against morbidity and mortality compared to traditional iron and folic acid (IFA) formulations. This research is set in the Land of Hope (LOH) clinic, located in Escuintla, Guatemala, a community served by the non-profit organization ER Abroad. The study aims to assess the feasibility of standardizing MMS provision to pregnant women at LOH, coupled with supplementary education on pregnancy and nutrition. The team …

Implementation Of Electronically Integrated Pediatric Screening Templates, Kayla Seed

Doctor of Nursing Practice Projects

Evidence-based clinic guidelines improve patient outcomes by providing clinicians with research-based recommendations, and when combined with the electronic health record (EHR), clinicians have the potential to improve their documentation and reduce the time it takes to document a patient encounter. A pediatric clinic in the metro-east area of Southern Illinois lacked EHR templates during patient encounters that focused on depression, anxiety, ADHD, and concussion screening. Templates embedded in the EHR were created in a SOAP note format to aid the clinicians during patient encounters and aid in documentation. Clinicians were asked to utilize the templates over a 6-week period. The …

Factors Influencing Student Persistence Through Undergraduate Degree Completion: A Case Study Of The Social Engagement Of Black Students At A Private Historically Black College And University., Kayla Siddell

Electronic Theses and Dissertations

This qualitative exploratory single-case study examined the social engagement strategies utilized by one HBCU and the influences of these strategies on Black undergraduate students' sense of belonging and social engagement, which have been found to support and improve student persistence. Previous research on Black undergraduate students' social engagement and persistence has been primarily conducted at predominately White institutions (PWIs), with few studies explicitly focusing on social engagement and persistence at HBCUs. The site selected for this study was an HBCU under the pseudonym Fillmore State University (FSU). A qualitative exploratory case study was utilized as this methodology allowed the researcher …

Brainlife.Io: A Decentralized And Open-Source Cloud Platform To Support Neuroscience Research, Soichi Hayashi, Bradley A. Caron, Anibal Solon Heinsfeld, Sophia Vinci-Booher, Brent Mcpherson, Daniel N. Bullock, Giulia Berto, Guiomar Niso, Sandra Hanekamp, Daniel Levitas, Kimberly Ray, Anne Mackenzie, Paolo Avesani, Lindsey Kitchell, Josiah K. Leong, Filipi Nascimento-Silva, Serge Koudoro, Hanna Willis, Jasleen K. Jolly, Derek Pisner, Taylor R. Zuidema, Jan W. Kurzawski, Kyriaki Mikellidou, Aurore Bussalb, Maximilien Chaumon, Nathalie George, Christopher Rorden, Conner Victory, Dheeraj Bhatia, Dogu Baran Aydogan, Fang-Chen F. Yeh, Franco Delogu, Javier Guaje, Jelle Veraart, Jeremy Fischer, Joshua Faskowitz, Ricardo Fabrega, David Hunt, Shawn Mckee, Shawn T. Brown, Stephanie Heyman, Vittorio Iacovella, Amanda F. Mejia, Daniele Marinazzo, R. Cameron Craddock, Emanuale Olivetti, Jamie L. Hanson, Eleftherios Garyfallidis, Dan Stanzione, James Carson, Robert Henschel, David Y. Hancock, Craig A. Stewart, David Schnyer, Damian O. Eke, Russell A. Poldrack, Steffen Bollmann, Ashley Stewart, Holly Bridge, Ilaria Sani, Winrich A. Freiwald, Aina Puce, Nicholas L. Port, Franco Pestilli

Psychological Science Faculty Publications and Presentations

Neuroscience is advancing standardization and tool development to support rigor and transparency. Consequently, data pipeline complexity has increased, hindering FAIR (findable, accessible, interoperable and reusable) access. brainlife.io was developed to democratize neuroimaging research. The platform provides data standardization, management, visualization and processing and automatically tracks the provenance history of thousands of data objects. Here, brainlife.io is described and evaluated for validity, reliability, reproducibility, replicability and scientific utility using four data modalities and 3,200 participants.

The "Free White Person" Clause Of The Naturalization Act Of 1790 As Super-Statute, Gabriel J. Chin, Paul Finkelman

William & Mary Law Review

A body of legal scholarship persuasively contends that some judicial decisions are so important that they should be considered part of the canon of constitutional law including, unquestionably, Marbury v. Madison and Brown v. Board of Education. Some decisions, while blunders, were nevertheless profoundly influential in undermining justice and the public good. Scholars call cases such as Dred Scott v. Sandford and Plessy v. Ferguson the anticanon. Recognizing the contemporary centrality of statutes, Professors William Eskridge and John Ferejohn propose that certain federal laws should be recognized as part of legal canon because of their extraordinary influence and duration. These …

A Narrative Review On The Impact Of Online Health Misinformation On Patients’ Behavior And Communication, Shih-Han Lan, Sara Mahmoud, Kari L. Franson

Pacific Faculty Work

Objectives: Online health information is readily available and can be a favored by patients as a source of information for convenience. Despite the positive belief on the availability of information, it does not improve health outcomes. Online information can be false and complicated, leading to anxiety and excessive dissemination of misinformation. The objective of this study is to provide a review on the current evidence about the various perspectives on online health misinformation. Methods: This is a meta-narrative systematic review developed based on the RAMESES publication standards. We classified reviewed articles into 5 main categories: patient and healthcare professionals’ perspective, …

Abolition Economics, Jessica Wolpaw Reyes, René Reyes

Michigan Journal of Race and Law

Over the past several decades, Law & Economics has established itself as one of the most well-known branches of interdisciplinary legal scholarship. The tools of L&E have been applied to a wide range of legal issues and have even been brought to bear on Critical Race Theory in an attempt to address some of CRT’s perceived shortcomings. This Article seeks to reverse this dynamic of influence by applying CRT and related critical perspectives to the field of economics. We call our approach Abolition Economics. By embracing the abolitionist ethos of “dismantle, change, and build,” we seek to break strict …

Emotion Detection And Student Engagement In Distance Learning During Containment Due To The Covid-19, Benyoussef Abdellaoui, Ahmed Remaida, Zineb Sabri, Younes El Bouzekri El Idrissi, Aniss Moumen

Baghdad Science Journal

Distance learning is one of the teaching and learning approaches adopted after the COVID-19 pandemic. The task of getting learners interested in class is difficult for the professors. In this research, a mechanism has been developed to estimate student engagement levels and emotions. Visual data from recorded videos of students participating in learning courses are utilized due to the availability of multiple methods for measuring student engagement levels. The data from the videos recorded and sent by students is processed to determine the extent of student engagement and identify their emotions. The system has been implemented and tested, enabling the …

Editorial: Applied Computing 2023, Yousra Abdul Alsahib S. Aldeen, Yusliza Yusoff, Samira Naji Kadhim

Baghdad Science Journal

Applied computing utilizes aspects of computer science to solve problems in several disciplines, including business, politics, education, and the environment. Occupied in this field, it will likely use a range of programming, graphic applications, networking, software engineering and operating systems management skills to collect, analyze, store, and deliver information that will help resolve issues for individuals, companies, and groups. Applied computing is the study of both applied computer science and theoretical. Thought the intersection of information technology, computer science, and business, applied computing focuses on technical computing concepts and the occurrence of skills in organizational leadership and business strategy. It …