Digital Commons Network^™

Retracted: Iot Flow Parameters Classification Based On Machine Learning Techniques, El-Sayed M. El-Kenawy, Marwa M. Eid, Ban Salman Shukur, Amel Ali Alhussan, Doaa Sami Khafaga

Iraqi Journal for Computer Science and Mathematics

In recent years, there has been a highly remarkable convergence of artificial intelligence (AI) and the Internet of Things (IoT), which has made rapid progress in smart city initiatives by developing smart devices for such cities. Since these devices are increasingly diversified, they require a resilient communication network to demonstrate high performance in managing consistent traffic flows. A machine learning model intended for identifying network parameters from diverse devices, in addition to proposing modifications meant for network performance enhancement, is developed in this study. In relation to packet data as a network traffic parameter, employing gateway devices can facilitate its …

Retracted: Metaguard: A Federated Learning Approach To Hybrid Xgboost And Meta-Learning Models For Proactive Cyber Threat Hunting, Shatha H. Jafer Al-Khalisy, Ghada Al-Kateb

Iraqi Journal for Computer Science and Mathematics

In an increasingly interconnected world, cybersecurity threats have become more sophisticated, necessitating advanced, scalable, and privacy-preserving solutions. MetaGuard emerges as a novel framework that integrates federated learning with hybrid machine learning models, specifically XGBoost and meta-learning, to enhance proactive cyber threat detection. This framework offers a robust, distributed approach to cybersecurity, ensuring high detection accuracy while preserving user privacy through the implementation of differential privacy and homomorphic encryption. MetaGuard leverages distributed nodes to collaboratively train a global model, enabling rapid adaptation to new threats without the need for centralized data aggregation. Experimental evaluations using the CYBER-2024 dataset demonstrate that MetaGuard …

Unheard And Underserved: The Role Of Narratives And Shared Experiences Of Systemic Racism In The Black Community’S Engagement With Mental Health Services, Essence Jones

Master of Arts in Human Services

This research examines the intersection of systemic racism and mental healthcare in the Black community, focusing on the reluctance to engage with mainstream services. Grounded in historical analysis, the study traces how slavery, segregation, and discriminatory policies have shaped enduring mistrust toward mental health systems. Despite progress in health equity initiatives, cultural insensitivity, underrepresentation of Black providers, and ongoing structural barriers persist. Drawing from peer-reviewed literature, the work explores narratives and collective memories that influence perceptions of care, including the role of faith-based coping, stigma, and alternative healing practices. Special attention is given to the compounded effects of intersectional identities …

A Complex Border: Intractability And The Physical Roots Of Discursive Legitimations In Cyprus, Hilmi Ulas

Peace Studies Faculty Articles and Research

The Cypriot conflict is one of the most intractable conflicts of the modern era, and the collapse of complexity among the actors in the conflict—mainly the Republic of Cyprus, North Cyprus, and Turkey—appears to be the main cause of the continued “no war, no peace” state. Subsequent socio-psychological self-organization among these actors then produces conflict-perpetuating feedback loops and dynamics. These dynamics include identity narratives, narratives of “the other,” and narratives of the nature of the conflict, which, at the grassroots level, can legitimize ongoing engagement in the conflict, whereas peace is painted as an undesirable and undeserved/unjust compromise. Given this, …

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2015, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2015 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

Expanding Occupational Therapists’ Role In Youth Adaptive Sports: A Comprehensive Guidebook, Alexandria K. Lannoo, Lesley Khan-Farooqi

Summer 2025 OTD Capstone Symposium

Children with disabilities are less likely to participate in adaptive sports or physical activity than typically developing children, despite the proven benefits adaptive sports provide for physical, social, and emotional well-being. Adaptive sports can be modified to accommodate a variety of ability levels and can improve quality of life (QoL) of children with disabilities through enhanced mobility, social participation, and self efficacy. However many occupational therapists (OTs) underutilize adaptive sports within their practice and are unaware of their role in promoting participation and of resources within their community. Guided by the Synthesis of Child, Occupational Performance, and Environment in Time …

Ineffective Parenting, Alexis Rian

Master of Arts in Human Services

Ineffective parenting can lead to long-term, severe, and lasting consequences for children. Children depend heavily on their primary caregivers for safety and to have their basic needs met. However, not all parents demonstrate positive parenting styles, whether due to a lack of knowledge, limited capacity, or simply a lack of interest. Parenting styles fall into four categories: authoritarian, authoritative, permissive, and uninvolved. The type of parenting style a caregiver adopts can significantly influence the attachment style a child has with them. Four attachment styles that children have are insecure avoidant attachment, secure attachment, insecure resistant attachment, and disorganized attachment. Children …

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2019, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2019 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

Underlying Causes Linking Foster Care And The Criminal Justice System, Marcia D. Wheeler

Master of Arts in Human Services

This research expands on the ongoing statewide crisis within the foster care system that needs to be properly addressed to benefit future and current foster youth. Research has found a connection between foster care and prison, often referred as the “foster-care-to-prison-pipeline.” This study aimed to explore the impact of trauma experienced by current and former foster youth through a life course lens looking at crucial areas of development using a mixed methodology supported by theoretical theories that explored the connection between foster care and the criminal justice system. The results showed that current and former foster youth face many adversities …

Not In My Neighborhood! The Harsh Realities Of Sex Offender Registration Laws, Kyle B. Rossow

Master of Arts in Human Services

Sex offender registration laws were created in response to public fear and high-profile tragedies, with the primary goal of enhancing public safety through stringent monitoring of sexual offenders. This paper explores the historical development of these laws, including high-profile cases that later influenced legislative acts, such as the tragic incidents of Jacob Wetterling, Megan Kanka, and Adam Walsh. This paper also explores how media portrayals and public opinion factor into these legislative decisions. While the laws aim to protect the public, they often result in collateral consequences for individuals who have to register. Sex offenders are often held back by …

Synergistic Cefiderocol-Containing Antibiotic Combinations Active Against Highly Drug-Resistant Acinetobacter Baumannii Patient Isolates With Diverse Resistance Mechanisms, Justin Halim, Andrew P. Keane, Jeannete Bouzo, Tope Aderibigbe, Jessica A. Chicola, Katie T. Nolan, Keertana Jonnalagadda, Jason X. Tran, Valerie J. Carabetta

Rowan-Virtua School of Osteopathic Medicine Departmental Research

BACKGROUND: Acinetobacter baumannii is a nosocomial pathogen known for rapidly developing resistance to nearly all antibiotics, including last-line agents. Cefiderocol, a novel siderophore cephalosporin, has shown in vitro activity against A. baumannii and is now used clinically, but resistance is emerging. Data on cefiderocol-based antibiotic combinations are limited.

OBJECTIVES: To evaluate the in vitro activity of cefiderocol alone and in combination with other antibiotics against XDR and PDR A. baumannii clinical isolates, and to explore resistance mechanisms underlying cefiderocol synergy.

METHODS: We tested 21 XDR/PDR clinical isolates and one NDM-1-producing strain using broth microdilution and checkerboard assays with cefiderocol and …

Irma Notification, Uc Law Sf

Long Range Campus Planning Archive

No abstract provided.

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2014, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2014 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2017, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2017 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2018, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2018 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2020, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2020 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2021, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2021 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

Hourly Simulated Power Production Data With Snow Loss Model At Queued Utility-Scale Pv Sites Simulated As Single-Axis Tracking Systems In The U.S. Eastern Interconnection For Weather Year 2022, Shelbie Wickett, Ana Dyreson

Simulated Solar Capacity Including Snow Cover in the Eastern U.S.

Using 2022 weather data, we ran PySAM power production simulations for utility-scale PV sites in the U.S. Eastern Interconnection queue. Site IDs, capacities, and locations (counties) were extracted from Lawrence Berkeley National Laboratory’s Queued Up: 2024 Edition dataset. No panel mount information was provided, so all sites were assumed to be single-axis tracking systems. Sites’ latitudes and longitudes were assumed to be the centers of the installation counties. See queued_site_metadata.csv file for individual site metadata.

A Religious Etiology Of Genito-Pelvic Pain And Pain With Penetration, Emily L. Carlson

Theses and Graduate Projects

Pelvic pain during penetration (PPDP) has been described using various diagnostic terms, including vaginismus, dyspareunia, and vulvodynia. The most recent and comprehensive classification is Genito-pelvic pain/penetration disorder (GPPPD) which is characterized by psychological distress associated with pain during or in anticipation of vaginal penetration (DSM-5-TR; American Psychiatric Association [APA], 2022). The etiology of PPDP is multifactorial, involving a complex interplay of biological, psychological, and relational factors. Religious and cultural influences may play a significant role in shaping individuals’ experiences of sexual pain. This study investigated the etiology of PPDP in relation to the religious influences among women raised in Judeo-Christian …

Neurophysiology And Behavior Lab, University Of Mississippi

University Website Migration from WordPress

The Neurophysiology and Behavior Laboratory investigates the neurobiological mechanisms of behavior. A major goal in neuroscience is to understand how the brain processes salient environmental stimuli and promotes behavioral adaptation. Under some circumstances (i.e. stress) changes in neuronal activity generate mal-adaptive behavior and ultimately the development of psychiatric disorders such as drug addiction. Our challenge is to identify how and when neuronal changes are translated into pathological behavior. The Neurophysiology and Behavior Lab is located in the Thad Cochran Research Center on campus (animal facility). We utilize in vivo electrophysiology and pharmacology to track the neuronal correlates of behavior.

Chancellor's Commission On The Status Of Women, University Of Mississippi. Office Of The Chancellor

University Website Migration from WordPress

The Commission on the Status of Women consists of approximately 20 faculty, staff, and student members appointed by the Chancellor and charged with the duty of studying the status of women faculty, staff, and students. The Commission keeps the Chancellor apprised and makes recommendations.

Biodiversity And Conservation Research, University Of Mississippi. Center For Biodiversity And Conservation Research

University Website Migration from WordPress

No abstract provided.

The Strategic Impact Of Emerging Artificial Intelligence In The Ethical Realm Of Theenterprise Landscape, Vishnu S. Pendyala

Open Educational Resources

Presentation made at the IEEE Computer Society Enterprise GenAI Summit, Hotel Signia by Hilton San Jose, 170 South Market Street, San Jose, CA, on August 20, 2025.

Improving Student Success In 2nd Degree Bsn Students, Sharon Radzyminski, Eloisa G. Tamez, Jennifer Brewster, Leslie Kimberling Jones

School of Nursing Faculty Publications

Second Degree Bachelor of Science in Nursing (BSN) programs are designed to leverage a student’s prior academic achievements and professional experience, integrating them into the curriculum for their nursing degree. This allows students to receive credit for previous core courses and move through the nursing program at an accelerated rate. This, however, brings special challenges for both students and faculty. At our university we noticed the attrition rate of students in the second-degree BSN program was significantly higher than the traditional BSN program. Investigation into this issue revealed students in the Second-Degree Program had significant issues with role conflict, poor …

University Welcomes New Chief Information Officer, Marisa C. Atkinson

University of Mississippi News

OXFORD, Miss. – The University of Mississippi has named Victoria Farnsworth as its new chief information officer. She joined the Ole Miss leadership team Monday (Aug. 18).

Sound Investment: Grant Fuels Music Education Initiative, Marisa C. Atkinson

University of Mississippi News

OXFORD, Miss. – A new Mississippi Arts Commission project grant is music to the ears for University of Mississippi music professor Adam Estes. With it, he and his Assembly Quartet can continue developing their musical project for saxophone students throughout the country.

Us Education Secretary Visits University, Staff Report

University of Mississippi News

OXFORD, Miss. – U.S. Secretary of Education Linda McMahon toured the University of Mississippi and met with campus leaders to discuss literacy, early learning, workforce development, and health and wellness during a visit to Mississippi.

Usa V. Carl Rose

2025 Decisions

USDC for the Eastern District of Pennsylvania

Usa V. David Somerville

2025 Decisions

USDC for the Western District of Pennsylvania

Scene Generation Method For Maritime Target Recognition Based On Detection Parameters, Yuxuan Run, Dezhen Yang, Yeyang Liu, Wei Deng, Xiangyu Xing, Yi Ren

Journal of System Simulation

Abstract: Traditional scene generation methods for maritime target recognition consider only the effects of different environments on the generated scene data, while overlooking the changes in scene information caused by sensor detection parameters, resulting in a lack of accuracy and authenticity in generated scenes. To address this issue, a detection parameter-based scene generation method for maritime target recognition was proposed. For the task of maritime target recognition, key detection parameters affecting scene generation quality and essential scene features were analyzed. An association relationship modeling method based on Bayesian networks was proposed to construct a mapping relationship model between scene features …