Digital Commons Network^™

Programs Agenda 11-5-24, Angela Brock

Programs Committee (PC)

No abstract provided.

Approved Programs 11-5-24, Angela Brock

Programs Committee (PC)

No abstract provided.

Benchmarking Machine Learning Models To Predict Low Birthweight Baby Outcomes And Identify Associated Risk Factors From An Extremely Unbalanced Large-Scale Dataset, Yang Ren, Dezhi Wu, Yan Tong Ph.D., Ana Lopez-De Fede Ph.D., Sarah J. Gareau

Publications

Background: Low birthweight (LBW) is one of the leading causes of neonatal mortality in the United States (US), and also is a major causative factor of short- and long-term adverse health effects in newborns. To prevent adverse birth outcomes, it is critical to precisely predict and identify which mothers are at high risk of bearing LBW babies in the early stage of their pregnancy. Previous studies proposed various LBW prediction models from different ML algorithms primarily on small datasets. However, their model performance is significantly limited by data access barriers and data quality issues with one major technical challenge of …

Ucc Minutes 11-5-24, Angela Brock

UCC Agendas/Minutes

No abstract provided.

Adversarial Attacks And Defenses In Multivariate Time-Series Forecasting For Smart And Connected Infrastructures, Pooja Krishan, Rohan Mohapatra, Sanchari Das, Saptarshi Sengupta

Faculty Research, Scholarly, and Creative Activity

The emergence of deep learning models has revolutionized various industries over the last decade, leading to a surge in connected devices and infrastructures. However, these models can be tricked into making incorrect predictions with high confidence, leading to disastrous failures and security concerns. To this end, we explore the impact of adversarial attacks on multivariate time-series forecasting and investigate methods to counter them. Specifically, we employ untargeted white-box attacks, namely the Fast Gradient Sign Method (FGSM) and the Basic Iterative Method (BIM), to poison the inputs to the training process, effectively misleading the model. We also illustrate the subtle modifications …

Diversity And Evenness Of Birds During Seasonal Paddy Farming Practice In Southwestern Sarawak, Ivana Berlinda Bilang, Mohamad Fizl Sidq Ramji, Siti Nurlydia Sazali, Andrew Alek Tuen, Wan Nurainie Wan Ismail

Turkish Journal of Zoology

The influence of seasonal paddy farming activities on the paddy field environment and its composition of birds could be visually observed but has yet to be systematically studied and is still relatively understudied in Malaysian Borneo. Earlier research relied solely on point counts and not using line transects or mist nets for data collection could have resulted in missing and biased findings. Thus, this study aims to evaluate and compare species diversity and evenness of birds in different paddy stages in southwestern Sarawak with previous studies conducted in the region. We reported a higher species richness than previous reports from …

November 2024 Faculty Senate Packet, University Of Nebraska At Kearney Faculty Senate

Faculty Senate Packets

No abstract provided.

Volume Cxliv, Number 6, November 1, 2024, Lawrence University

The Lawrentian

No abstract provided.

Satellite-Based Mapping Of Seagrass Habitats And Coastal Wetlands In The Us Gulf Of Mexico And Florida: A Remote Sensing Approach For Environmental Conservation And Management, Luis Lizcano-Sandoval

USF Tampa Graduate Theses and Dissertations

Coastal wetlands and seagrass meadows provide multiple services to nature and human society, but their spatial and temporal changes are often not well characterized. They are habitats that are threatened by natural and human causes such as changes in water quality, urban development, pollution, and climate change, among others. Coastal ecosystems rely on water quality and sea level variability for survival, and changes in those variables and their potential effects are of concern to many coastal communities. Satellite remote sensing is a powerful tool that has been used for mapping ecosystem distribution on land and in the ocean. Satellite sensors …

Investigating The Factors Influencing The Lead (Pb) Release From Potable Water Plumbing Materials, Shima Ghoochani

Electronic Theses and Dissertations Archive

The chemical and microbiological quality of water can deteriorate as it is conveyed through plumbing materials into and within buildings, posing significant public health risks. Potable water plumbing systems have the potential to release heavy metals and promote microbial growth in tap water. Prolonged water stagnation within building plumbing creates a reductive environment, which promotes the release of heavy metals from corroded, metallic potable water plumbing fixtures into the potable water. While the increased installation of plastic potable water pipes was intended to address corrosion issues associated with metallic pipes, plastic pipes are also susceptible to degradation and microbial growth. …

Reducing Carbon Footprint In Ai: A Framework For Sustainable Training Of Large Language Models, Sunbal Iftikhar, Steven Davy

Conference papers

In the world of artificial intelligence (AI), large language models (LLMs) are leading the way, transforming how people understand and use language. These models have significantly impacted various domains, from natural language processing (NLP) to content generation, sparking a wave of innovation and exploration. However, this rapid progress brings to light the environmental implications of LLMs, particularly the significant energy consumption and carbon emissions during their training and operational phases. This requires a shift towards more energy-efficient practices in training and deploying LLMs, balancing AI innovation with environmental responsibility. This paper emphasizes the need for improving the energy efficiency of …

Executive Committee - Minutes, 11/5/2024, Academic Senate

Academic Senate Minutes

No abstract provided.

Forecasting The Promotion Rate For Women In The U.S. Senior Foreign Service, Jodi Wynn Erickson

Walden Dissertations and Doctoral Studies

Despite efforts worldwide to increase diversity, women continue to be underrepresented in the most senior leadership and management positions. The aim of this study was to provide insight into whether specific variables increased female representation at the most senior levels of the U.S. Foreign Service. A quantitative correlational study was completed using an autoregressive integrated moving average model in SPSS. Following that, time series forecasts were run in SPSS and AI generated in Google Gemini and Microsoft Copilot, to create a forecast for the female promotion rate in the Senior Foreign Service (the equivalent of the Senior Executive Service) within …

The Lived Race Relation Experiences Of Black Male Counselor Educators, Timothy Irving

Walden Dissertations and Doctoral Studies

Cultural competence is a key metric in the accreditation of U.S. counseling education and supervision (CES) programs, with diversity among faculty members in counselor training programs a key consideration. However, there are very few Black men in CES faculty roles, especially at higher academic ranks. The purpose of this phenomenological study was to explore how Black male faculty experience race relations in counselor education programs at predominantly White institutions (PWIs). In-depth, semi-structured interviews were conducted with six Black men who were current or previous CES faculty. Heidegger’s theory of hermeneutic phenomenology and the critical race theory were used to analyze …

Education On Agency For Healthcare Research And Quality Ideal For Health Ministry, Francesse Charles-Cherelus

Walden Dissertations and Doctoral Studies

Education on Agency for Healthcare Research and Quality IDEAL for Health Ministry by Francesse Charles-Cherelus MS, Walden University, 2020 BS, Clayton State University, 2018 Project in Partial Fulfillment of the Requirements for the Degree of Doctor of Nursing Practice Walden University November 2024 The problem addressed in this project was lack of access to community resources for care of patients with behavioral or mental health conditions. Without adequate resources, patients are at risk for rehospitalization. The purpose of the doctoral project was to develop a staff education program for health ministry staff and evaluate effectiveness to increase staff confidence in …

Forecasting The Promotion Rate For Women In The U.S. Senior Foreign Service, Jodi Wynn Erickson

Walden Dissertations and Doctoral Studies

Despite efforts worldwide to increase diversity, women continue to be underrepresented in the most senior leadership and management positions. The aim of this study was to provide insight into whether specific variables increased female representation at the most senior levels of the U.S. Foreign Service. A quantitative correlational study was completed using an autoregressive integrated moving average model in SPSS. Following that, time series forecasts were run in SPSS and AI generated in Google Gemini and Microsoft Copilot, to create a forecast for the female promotion rate in the Senior Foreign Service (the equivalent of the Senior Executive Service) within …

The Lived Race Relation Experiences Of Black Male Counselor Educators, Timothy Irving

Walden Dissertations and Doctoral Studies

Cultural competence is a key metric in the accreditation of U.S. counseling education and supervision (CES) programs, with diversity among faculty members in counselor training programs a key consideration. However, there are very few Black men in CES faculty roles, especially at higher academic ranks. The purpose of this phenomenological study was to explore how Black male faculty experience race relations in counselor education programs at predominantly White institutions (PWIs). In-depth, semi-structured interviews were conducted with six Black men who were current or previous CES faculty. Heidegger’s theory of hermeneutic phenomenology and the critical race theory were used to analyze …

An Important Species For Black Sea Biodiversity: Some Population Characteristics Ofinvasive Sea Vase (Ciona Intestinalis Linnaeus, 1767) Distributed On The Sinop Shores, Zeki̇ye Bi̇ri̇nci̇ Özdemir, Eylem Aydemi̇r Çi̇l, Süleyman Özdemi̇r, Hünkar Avni̇ Duyar

Turkish Journal of Zoology

This study aims to provide a comprehensive summary of the fundamental biological and certain population characteristics of Ciona intestinalis found along the Black Sea coasts of Turkey. The research was conducted between September 2022 and April 15, 2023, off the Sinop coast of the Black Sea, utilizing samples collected by commercial fishing vessels in the region. A total of 103 specimens of Ciona intestinalis were examined during the study. The average total length, width, and weight of Ciona intestinalis were determined to be 3.614 ± 0.089 cm, 1.967 ± 0.054 cm, and 2.004 ± 0.067 g, respectively. The length-weight relationship …

Active Grid Turbulence Anomalies Through The Lens Of Physics Informed Neural Networks, Sofía Angriman, Sarah E. Smith, Patricio Clark Di Leoni, Pablo J. Cobelli, Pablo D. Mininni, Martín Obligado

Mechanical and Materials Engineering Faculty Publications and Presentations

Active grids operated with random protocols are a standard way to generate large Reynolds number turbulence in wind and water tunnels. But anomalies in the decay and third-order scaling of active-grid turbulence have been reported. We combine Laser Doppler Velocimetry and hot-wire anemometry measurements in a wind tunnel, with machine learning techniques and numerical simulations, to gain further understanding on the reasons behind these anomalies. Numerical simulations that incorporate the statistical anomalies observed in the experimental velocity field near the active grid can reproduce the experimental anomalies observed later in the decay. The results indicate that anomalies in experiments near …

Facilitating And Restraining Virus Infection Using Cell-Attachable Soluble Viral Receptors, Heng Zhang, Zhengli Wang, Huong T T Nguyen, Marjorie Cornejo Pontelli, Wanrong Qi, Liem Rao, Zhuoming Liu, Sean P J Whelan, Jieqing Zhu

2020-Current year OA Pubs

SARS-CoV-2 uses the receptor binding domain (RBD) of its spike protein to recognize and infect host cells by binding to the cell surface receptor angiotensin converting enzyme 2 (ACE2). The ACE2 receptor is composed of peptidase domain (PD), collectrin-like domain, transmembrane domain, and short cytoplasmic domain, and may exist as a dimer on cell surface. The RBD binding site is located atop of the ACE2 PD, but the involvement of other domains in virus infection is uncertain. We found that the ACE2 PD alone, whether anchored to cell membrane via a glycosylphosphatidylinositol anchor or attached to another surface protein, is …

Examining Wildfire Dynamics Using Ecostress Data With Machine Learning Approaches: The Case Of South-Eastern Australia's Black Summer, Yuanhui Zhu, Shakthi B. Murugesan, Ivone K. Masara, Soe W. Myint, Joshua B. Fisher

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Wildfires are increasing in risk and prevalence. The most destructive wildfires in decades in Australia occurred in 2019–2020. However, there is still a challenge in developing effective models to understand the likelihood of wildfire spread (susceptibility) and pre-fire vegetation conditions. The recent launch of NASA's ECOSTRESS presents an opportunity to monitor fire dynamics with a high resolution of 70 m by measuring ecosystem stress and drought conditions preceding wildfires. We incorporated ECOSTRESS data, vegetation indices, rainfall, and topographic data as independent variables and fire events as dependent variables into machine learning algorithms applied to the historic Australian wildfires of 2019–2020. …

Trends In The Dynamic Evolution Of Blockchain And Circular Economy: A Literature Review And Bibliometric Analysis, Woon Leong Lin, Ying Yang, Nelvin Xe Chung Leow, Wai Mun Lim, Pek Chuen Khee, Nick Yip

Plymouth Business School

The intersection of blockchain technology and circular economy (CE) practices holds significant potential for enhancing sustainability, transparency, and efficiency. This study conducts a comprehensive bibliometric analysis to explore the current research landscape in this domain. Key findings indicate a rapid growth in publications, highlighting a burgeoning interest in leveraging blockchain for CE initiatives. The analysis identifies critical approaches such as enhancing supply chain transparency, improving resource management, and facilitating product lifecycle tracking. However, the integration of blockchain into CE practices presents challenges, including technical complexities, scalability issues, and regulatory hurdles. Addressing these challenges requires interdisciplinary and cross-sectoral collaboration, as well …

The Influence Of Blockchain Technology On Circular Economy Implementation In The Automotive Sector: From A Gmm Model To A New Machine Learning Algorithm, Woon Leong Lin, Nelvin Xe Chung Leow, Wai Mun Lim, Ming Kang Ho, Jing Yi Yong, Chuen Khee Pek

Plymouth Business School

This investigation explores the integration of blockchain technology (BCT) with circular economy (CE) principles within the automotive sector, leveraging a dataset from the years 2011 to 2019. Employing advanced analytical techniques, including machine learning models and the system generalized method of moments (GMM), the study meticulously assesses BCT's impact on CE practices over the specified period. The dataset, curated from esteemed sources such as CSRHub, Thomson Reuters, and Bloomberg, enhances the reliability and validity of our analysis. Results indicate a positive influence of BCT on the adoption and effectiveness of CE practices in the automotive industry, suggesting that CE practices …

Education On Agency For Healthcare Research And Quality Ideal For Health Ministry, Francesse Charles-Cherelus

Walden Dissertations and Doctoral Studies

Education on Agency for Healthcare Research and Quality IDEAL for Health Ministry by Francesse Charles-Cherelus MS, Walden University, 2020 BS, Clayton State University, 2018 Project in Partial Fulfillment of the Requirements for the Degree of Doctor of Nursing Practice Walden University November 2024 The problem addressed in this project was lack of access to community resources for care of patients with behavioral or mental health conditions. Without adequate resources, patients are at risk for rehospitalization. The purpose of the doctoral project was to develop a staff education program for health ministry staff and evaluate effectiveness to increase staff confidence in …

Forecasting The Promotion Rate For Women In The U.S. Senior Foreign Service, Jodi Wynn Erickson

Walden Dissertations and Doctoral Studies

Despite efforts worldwide to increase diversity, women continue to be underrepresented in the most senior leadership and management positions. The aim of this study was to provide insight into whether specific variables increased female representation at the most senior levels of the U.S. Foreign Service. A quantitative correlational study was completed using an autoregressive integrated moving average model in SPSS. Following that, time series forecasts were run in SPSS and AI generated in Google Gemini and Microsoft Copilot, to create a forecast for the female promotion rate in the Senior Foreign Service (the equivalent of the Senior Executive Service) within …

The Lived Race Relation Experiences Of Black Male Counselor Educators, Timothy Irving

Walden Dissertations and Doctoral Studies

Cultural competence is a key metric in the accreditation of U.S. counseling education and supervision (CES) programs, with diversity among faculty members in counselor training programs a key consideration. However, there are very few Black men in CES faculty roles, especially at higher academic ranks. The purpose of this phenomenological study was to explore how Black male faculty experience race relations in counselor education programs at predominantly White institutions (PWIs). In-depth, semi-structured interviews were conducted with six Black men who were current or previous CES faculty. Heidegger’s theory of hermeneutic phenomenology and the critical race theory were used to analyze …

Share Your Story; Good News From Sc Libraries, Virginia Cononie

South Carolina Libraries

Welcome to the third edition

of Share Your Story, where I am deeply grateful to present over 75 inspiring library stories from across our great state. Each story is a testament to the essential role libraries play in impacting communities and the lives of those they serve.

As you explore this collection, you'll discover a rich tapestry of experiences from school, public, and academic libraries. From community gardens to therapy dog visits, activities fostering the love of reading to donor funds well spent—these stories showcase the diverse ways libraries enrich our local communities.

These stories not only demonstrate Good News …

Revitalizing The Curriculum Collection: A Collaborative Partnership Approach, Kimberly T. Foster, Eric Resnis

South Carolina Libraries

As K-12 education has increasingly focused on standardized testing, university curriculum centers have had to adjust their holding to offer more curricula-focused material. These collections can be vital for the development of pre-service teachers, who often need access to the learning materials that they will later use. This article explores the steps taken by a university library to revitalize a curriculum collection in order to offer more curriculum-based holdings for pre-service teachers to use.

Music Review: “Indy Classical Innovation: Ymusic” At Usc’S Southern Exposure New Music Series, March 21, 2014, Peter B. Kay

Dialogue: The Interdisciplinary Journal of Popular Culture and Pedagogy

Review of “Indy Classical Innovation: yMusic” at the University of South Carolina’s Southern Exposure New Music Series, March 21, 2014.

Learning About People, Places And Spaces Of The World Through Informal Pedagogy: Socio-(Inter)Cultural Constructions And Connections To Popular Culture, Shelbee R. Nguyen

Dialogue: The Interdisciplinary Journal of Popular Culture and Pedagogy

This article explores how adult and higher education (AHE) learners utilize popular culture as an informal pedagogical resource when learning about different cultures and preparing for international learning abroad or study abroad. Specifically, this case study research is concerned with what particular sources of popular culture serve as informal pedagogy and how these shape AHE learners’ cultural perceptions about study abroad to a specific international destination. A review of current literature at the intersection of popular culture and study abroad identities both the need to include adult and higher education learners as well as the ubiquitous nature of learning through …