Digital Commons Network^™

Adaptive Real-Time Ml Monitoring, Drift Detection, Cross-Environment Psi, And Hyperscale Authorization For Multi-Rail Payment Fraud Prevention, Durga S. Kala, Jun Xu, Ankana Sonowal, Yidong Fu

Defensive Publications Series

A computer-implemented system for monitoring machine learning model input feature health in a payment transaction authorization network. The system includes a distributed audit log extraction pipeline configured to ingest ML model scoring event records, filter records by model identifier and issuer processor affiliate identifier, and flatten nested JSON request and response structures into columnar format. The system includes a transaction-type partitioning module configured to split the flattened dataset into per-transaction-type subsets corresponding to different authorization pathways. The system includes a numerical feature statistics engine configured to compute distributional statistics for numerical scoring features. The system includes a population stability index …

Ayurvedic Herbs In The Management Of Benign Prostatic Hyperplasia: A Comprehensive Narrative Review, Latha Damle, Chandrasekhar C

International Journal of Traditional Knowledge

Benign Prostatic Hyperplasia (BPH) is a common, non-cancerous enlargement of the prostate gland, primarily affecting older men. It frequently leads to lower urinary tract symptoms (LUTS) such as increased urinary frequency, urgency, nocturia, and weak urine flow, which can significantly impair quality of life. Standard treatments for BPH include alpha-blockers, 5-alpha reductase inhibitors, and surgical interventions. However, limitations in efficacy and potential adverse effects have driven interest in complementary and traditional therapies, including Ayurveda. In Ayurvedic medicine, BPH is described as Mutraghata and Vatashthila, conditions attributed to an imbalance of Vata and Kapha doshas that disrupt normal prostate and …

A Treasure House Called Traditional Knowledge, Sudha Seshayyan

International Journal of Traditional Knowledge

Centuries of observation, experimentation, and cultural continuity have formed the basis of traditional knowledge, which is a huge and complex repository of scientific information. Engineering, hydrology, fluid dynamics, medicine and cosmology are just a few of the many domains in which ancient Indian wisdom demonstrates an astonishing depth of factual understanding that is ingrained in daily activities, architectural principles, and literature. From Avvaiyar’s verses of wisdom to the magnificent temples whose architecture continues to amaze humanity and the structural brilliance of the Kallanai dam constructed in the second century CE and still serving the local population, all serve as testimony …

Fabrication Of Objectives For Imaging Ultracold Lithium, Danelle Akanova

Dartmouth College Master’s Theses

This thesis develops a documented, reproducible procedure for building diffraction-limited microscope objectives entirely from catalog singlets, for imaging ultracold 6Li atoms in a ring-trap experiment. The objectives must resolve micron-scale features through a 5 mm fused-silica vacuum window, operate at multiple wavelengths, fit inside a 48 mm magnet bore, and contain no conductive or magnetic material, because the surrounding coils switch 0.1 T fields on microsecond timescales. Commercial long-working-distance objectives are universally housed in metal, which the eddy-current constraint rules out, and custom fabrication of a suitable non-conductive matched pair is estimated at nearly $200k.

The procedure is developed and …

Michael Blauser V. Caleb Quimby

2026 Decisions

USDC for the Western District of Pennsylvania

Washington Search And Seizure Law: 2026 Update, Justice Charles W. Johnson, Justice Debra L. Stephens, Justice Steven González

Seattle University Law Review

This Survey is intended to serve as a resource which Washington lawyers, judges, law enforcement officers, and others can turn to as an authoritative starting point for researching Washington search and seizure law. In order to be useful as a research tool, this Survey requires periodic updates to address new cases interpreting the Washington constitution and the U.S. Constitution and to reflect the current state of the law. As the U.S. Supreme Court has continued to examine Fourth Amendment search and seizure jurisprudence, its decisions and reflections on Washington law are discussed.

Most of the Survey cases involve the Washington …

Getting Money Out Of Politics By Putting Money Into Politics: A Few Modest Proposals To Reform Seattle’S Democracy Voucher Program, Decker O’Donnell

Seattle University Law Review

Seattle’s Democracy Voucher Program offers an unconventional response to the growing influence of money in American elections: rather than restricting political spending, it seeks to amplify the participation of ordinary voters by providing publicly funded vouchers that residents may assign to participating candidates. This Article examines the program’s development, operation, and constitutional foundation within the modern campaign-finance framework established by Buckley v. Valeo and subsequent Supreme Court decisions. It argues that democracy vouchers provide a constitutionally viable means of broadening participation in campaign financing while mitigating the influence of wealthy donors. The Article identifies two weaknesses in the current system: …

Long-Term Trends And Drivers Of Commercial Shrimp Fisheries Across The Southeastern U.S. Atlantic Coast, Trinity Assels

Electronic Theses and Dissertations

Long-term dynamics of southeastern U.S. Atlantic commercial shrimp fisheries reflect interacting environmental and socioeconomic processes rather than uniform regional decline. However, integrated, multi-state assessments linking these drivers to fishery-dependent indicators remain limited for the region. This study analyzed over four decades (1980–2023) of confidential fishery-dependent data from coastal South Carolina, Georgia, and northeastern Florida, focusing on the region where white and brown shrimp dominate commercial landings. Segmented regression analysis was used to identify structural shifts in long-term trends of landings, participation, and catch-per-unit-effort (CPUE), while multiple linear regression models identified seasonal temperature variables associated with interannual variation in shrimp CPUE. …

Trophic Ecology Of A South Carolina Estuarine Predator Guild, Shane John Molander

Electronic Theses and Dissertations

Estuaries are among the world’s most productive ecosystems in the world and are characterized by the convergence of two distinct habitats, creating a mosaic of environmental conditions from inland rivers to the nearshore ocean. Many fishes occupy estuaries during various life stages for growth, reproduction, or foraging, and may reside in them seasonally. The co-occurrence of species, particularly upper-trophic level carnivores, can result in competitive interactions for prey resources within a shared environment. Identifying the degree of these interactions as well as understanding basal energy consumption can inform food web dynamics and how overlapping species use shared spaces. I used …

Citizen Science As A Long-Term Environmental Baseline: Assessing Impacts Of A Small Dam Removal In Montana, Usa, Bethany Blakey, Natalie Bursztyn

Watershed Sciences Student Research

As dam removals increase in frequency across Europe and North America, most research has focused on the impact of larger dam removals, despite the removal of small dams being much more common. There are hundreds of small dams in Montana, USA, and this research investigates impacts on stream ecology and morphology using citizen science data collected over eight years spanning before and after a 2020 small dam removal in Rattlesnake Creek. We analyzed pebble count grain size distributions and aquatic macroinvertebrate biotic indices from 2017 to 2024 to assess changes in sediment transport and macroinvertebrate population as well as evaluate …

Psychosis Among Justice-Involved Youth, Muhubo Y. Alinur

Master of Arts in Human Services

Abstract

Justice-involved youth face considerable mental health challenges, yet psychotic symptoms are frequently overlooked or misclassified as behavioral problems. This capstone critically reviews peer-reviewed literature on the prevalence, risk factors, assessment strategies, clinical needs, and systemic responses related to psychosis in justice-involved adolescents. Literature was sourced from Concordia University, St. Paul Library, Google Scholar, and PubMed. Research indicates that these youth often experience complex, overlapping issues such as trauma, substance use, mood disorders, neurodevelopmental difficulties, and barriers to accessing appropriate mental health care. Unaddressed, these co-occurring needs can result in punitive or unsuitable responses from justice and related systems when …

Supporting Children's Mental Health Through Early Prevention: The Role Of Human Service Professionals, Antwan Kimmons

Master of Arts in Human Services

The mental health of children is a growing concern around the world. According to the World Health Organization (2025), mental health conditions affect approximately one in seven adolescents aged 10–19 years; however, many of these young people do not get the help they need. Mental health problems can affect a child’s ability to learn, manage emotions, develop relationships and cope with stress at home, school and in the community. This review of the literature speaks to the promise of early prevention, early intervention, and trauma-informed care to support children’s mental health before issues develop into more serious levels. It also …

The Cost Of Caring: Understanding Compassion Fatigue In First Responders, Jonathon O. Santiago

Master of Arts in Human Services

First responders are regularly exposed to trauma, crisis, death, injury, and human suffering, which may contribute to compassion fatigue. This capstone examined compassion fatigue among law enforcement officers, emergency medical services personnel, firefighters, and other emergency-service professionals. The paper reviewed peer-reviewed research on symptomatology, occupational risk factors, protective factors, compassion satisfaction, emotional labor, stigma, help-seeking barriers, and organizational influences. Attention was given to the overlap between compassion fatigue, burnout, secondary traumatic stress, and vicarious trauma, as inconsistent definitions may make the issue harder to identify, measure, and address. The research also explored how repeated trauma exposure, confidentiality concerns, workplace culture, …

The Underlying Connections Between Drug Abuse And Criminal Involvement, Jessica Sedor

Master of Arts in Human Services

In this composition, an analysis about the relationship between substance abuse and criminal engagement within specific types of crimes is explored. While examining this relationship, the importance of forensic rehabilitation within the criminal justice system is approached through advocacy of identifying risk factors and intergenerational patterns amongst the youth to reduce the abusive cycle of crime and addiction. This paper reflects the evident significance that it is imperative that human services professionals are aware of this relationship and how it can influence and impact one’s judgment, personality, decision making, and other criminogenic behaviors and attitudes. It is critical that the …

Breaking The Cycle: From Victimization To Offending Through The Lens Of Human Services, Colette R. Penalosa

Master of Arts in Human Services

The victim-offender overlap challenges the common view that victims and offenders are separately labeled by recognizing that both groups have experienced significant childhood trauma, physical, emotional, and psychological abuse, neglect, and other adverse childhood experiences (ACEs). Current research implies these experiences can increase the risk of offending as they all influence cognitive and behavioral development while leaving criminal behavior undetermined. The purpose of this capstone is to analyze the relationship between childhood victimization and offending from a human service perspective; analyzing the pathways a victim takes on the road to offending. Research conducted will focus on exploring the victim-offender overlap, …

How Does The Science Of Reading Approach Enhance Small Reading Group Instruction?, Destiny M. Morman

Graduate Teacher Education

This paper examined how the Science of Reading (SOR) practices enhance student success in small-group reading. Specifically, the purpose of this research is to analyze which SOR-aligned instructional practices are the most beneficial for promoting student success in small-group settings and to examine practices that may be less effective. Effective reading practices are crucial for small-group instruction (Smith et al., 2022). When instruction is strategically designed around students’ specific reading needs, educators can provide a more targeted and personalized support that may be difficult to achieve during whole-group instruction. During small-group learning, teachers can differentiate instruction by aligning lessons with …

Llm-Integrated Anomaly Detection For Iot Networks: Framework Structure, Mamoon M. Saeed, Rashid A. Saeed, Salah Hagahmoodi, Rania A. Mokhtar, Khalid Hamid

Baghdad Science Journal

Internet of Things (IoT) devices are vulnerable to zero-day attacks because most of them have weak or no inherent security due to the resource constraints of the devices. This weakness underscores the growing need for anomaly-based intrusion detection systems tailored to IoT networks. Nevertheless, general anomaly detection traditionally has a high number of false positives that drain analysts' time. Also, a semantic difference exists between the system's results and the operators' interpretations. We introduce a machine learning-based framework to tackle these issues in traditional systems in this paper by combining large language models (LLMs). Our model is effective in identifying …

Video Steganography Based On Invertible Neural Networks With Densenet And U-Net Features, Noor Fahem Sahib, Soukaena Hassan Hashem, Ekhlas Falih Naser

Baghdad Science Journal

The increased rate of cyber threats such as fraud and other forms of attack, including phishing, malware, and denial-of-service attacks, has led to a growing demand for secure methods to ensure the security of sensitive information that is transferred among users. Video steganography has become a very important element in dealing with these security issues, as communication has become more dependent on multimedia content. Hiding information is now an area that is being developed very fast with the introduction of Deep Learning (DL)-based steganography methods. This framework introduces Vid_Steg_DenseUNet, a video steganography method which efficiently extracts multi-level features using edge-preserving …

Qrc-Pso: A Quad-Module Ring-Competitive Pso Algorithm For Coverage Optimization In Wireless Sensor Networks, Yu-Xuan Zhou, Shao-Qiang Ye, Di-Wen Kang, Xue-Wei Liu, Kai-Qing Zhou

Baghdad Science Journal

Coverage optimization in WSNs is critical for disaster warning and industrial monitoring, but is challenging due to multi-modality and high-dimensionality. Particle swarm optimization (PSO) offers fast convergence and simple parameter tuning, yet suffers from premature convergence and parameter sensitivity in multi-peak problems. To address these issues, we propose a Quad-module Ring-Competitive PSO (QRC-PSO). It comprises four heterogeneous subgroups with distinct parameter configurations for global exploration, local exploitation, balanced search, and perturbation enhancement. Subgroups evolve independently but exchange elite particles via a ring-topology migration strategy: every 20 iterations, the best three particles of each subgroup move clockwise to the next subgroup …

A New Reptile Search Algorithm For An Intelligent Video Retrieval System, Ansam Nazar Younis, Fawziya Mahmood Ramo

Baghdad Science Journal

The increasing volume of videos produced and shared via smart devices has made indexing and retrieving them a clear challenge. Current retrieval systems, such as specialized video retrieval systems, rely on text-based searches, which often misrepresent and frequently result in erroneous descriptions of the requested video, particularly when it comes to videos about certain specialities like security or medical procedures that are hard to describe. As a result, we developed a model that handles information-rich video queries, making it easier to find related videos that are specifically relevant to the user's needs. This paper proposes a new method for indexing …

Endothelin Receptor Antagonists In Resistant Hypertension And Proteinuric Kidney Disease: Receptor Strategy And Volume Management, Corey Keith Goldman, Jesse M. Goldman

Division of Nephrology Faculty Papers

This narrative review examines how endothelin receptor antagonists (ERAs) can be used at the intersection of difficult-to-control hypertension, chronic kidney disease (CKD), and albuminuria or proteinuria. For clinicians, the central question is not receptor selectivity alone, but whether a specific agent, indication, dose, background therapy, and monitoring plan can deliver meaningful blood-pressure or kidney benefit without unacceptable fluid retention. Pulmonary arterial hypertension established the pharmacology and major safety liabilities of the class; the current implementation questions for hypertension and kidney specialists arise in systemic hypertension and proteinuric kidney disease. Aprocitentan is the first and only ERA approved for hypertension; in …

How Non-Secular Leaders In Culturally Homogeneous Faith-Based Organizations Understand And Experience Cultural Intelligence Training, Marlon Anthony Ayers

Walden Dissertations and Doctoral Studies

Over the past five decades, shifts in U.S. immigration policy, demographic change, and civil rights reforms have increased cultural diversity across the U.S. workforce, while many faith based leaders lack the cultural intelligence (CQ) needed to navigate diverse interactions effectively. Non secular leaders in culturally homogeneous faith based organizations (FBOs) need to understand this concern as a leading indicator of challenges associated with cross-cultural engagement, organizational effectiveness, and community inclusion. The specific research problem is that it is unknown how non-secular leaders in culturally homogeneous FBOs understand and experience the challenges of managing cultural diversity in the absence of CQ …

Spartan Daily, August, 26, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 167, Issue 03

The Influence Of Ai-Powered Learning Tools On Adult Learner Engagement And Knowledge Retention In Workplace Training, Kathy S. Oatis

Graduate Teacher Education

This capstone project examined the influence of artificial intelligence (AI)-powered learning tools on adult learner engagement and knowledge retention in workplace training programs. The purpose of this study was to review current literature related to AI-assisted learning technologies and their application in corporate learning environments. Research was examined regarding the use of personalized learning systems, adaptive learning platforms, intelligent tutoring systems, and other AI-supported instructional tools. The literature reviewed suggested that AI-powered learning technologies enhanced learner engagement by providing personalized learning experiences, immediate feedback, and increased access to learning resources. Research also indicated that AI-assisted learning may support knowledge retention …

Connecting Vocabulary And Reading Comprehension For English Language Learners In Kindergarten Through Sixth Grade, Alicia L. Chimchirian

Graduate Teacher Education

This paper analyzed current research on English Language Learners’ (ELL) understanding anduse of vocabulary as it applies to reading comprehension in kindergarten through sixth grade.This topic is discussed through research findings that consider multilingual students’ language backgrounds and experiences, academic language development, reading interventions, vocabulary development, reading strategies, and primary-language-to-English transfer. Research indicates that students learning English as an additional language benefit from consistent, structured vocabulary instruction and from making connections to targeted words through morphology, syntactic awareness, and social interaction. Also, these students showed improvement in reading comprehension with modeled support from educators who encouraged L1-to-L2 language transfer skills. …

The Role Of Tier 2 Reading Interventions In Supporting At-Risk Students, Brooke Lenneman

Graduate Teacher Education

The implementation of Tier 2 reading interventions within a Multi-Tiered System of Supports (MTSS) framework played an important role in improving reading outcomes for elementary students identified as at risk for reading difficulties (Behrens, 2025). This literature review synthesized qualitative, quantitative, and mixed-method, peer-reviewed research to examine how elementary educators can effectively implement Tier 2 reading interventions that support student reading achievement. Key findings emphasized the relationship between early intervention and reading growth, the use of targeted, evidence-based instructional practices, the importance of progress monitoring and data-driven decision-making, and the long-term effects of Tier 2 interventions on reading achievement. The …

Who Decides The Dead? Interpreting Washington’S Disposition Of Remains Statute, Wyatt Young

Seattle University Law Review

Washington’s disposition-of-remains statute, RCW 68.50.160, is designed to honor a decedent’s expressed wishes regarding the control and disposition of their body after death. Yet recent litigation reveals a critical gap between the statute’s intent-centered design and its practical enforceability. In Larotonda v. Blackburn, a trial court acknowledged that irreparable harm would occur if a decedent’s burial wishes were ignored but nonetheless denied relief on the grounds that the individual designated to carry out those wishes lacked standing. The result was a legal paradox: a statute that recognizes decedent autonomy in theory but withholds any meaningful mechanism for its enforcement …

The Bg News August 26, 2026, Bowling Green State University

BG News (Student Newspaper)

The BGSU campus student newspaper. August 26, 2026. Volume 106-Issue 01.

The Effects Of Home Blood Pressure Monitoring And Hospital Readmission For Hypertensive Patients, Danielle Alston

Walden Dissertations and Doctoral Studies

Within this executive summary, the type of project discussed is an organization change project to address a health issue in chronic disease management, which is hypertension. Nearly 116 million American adults are affected by hypertension, which remains a leading force for preventable hospitalizations, emergency department visits, and cardiovascular-related mortality in the United States. Unexpected readmissions due to hypertension create system-wide strains, increased financial burden and decreased patient satisfaction. Hence, the question: In adults with hypertension, does remote home blood pressure monitoring, compared with standard office-based follow-up, reduce the rate of urgent care visits and hospital admissions over a 30-day period? …

Are Individual Mental Health Issues Treated Fairly By The Criminal Justice System?, Taylor Anderson

Master of Arts in Human Services

The intersection of mental health and the criminal justice system is a critical area of inquiry that highlights the complexities of addressing psychological disorders within our legal frameworks. This paper explores the prevalence of mental health issues among incarcerated individuals and examines how systemic deficiencies contribute to a cycle of recidivism and inadequate treatment. By analyzing the existing literature, the research aims to illuminate the pressing need for a reform in the handling of mentally ill offenders, advocating for a shift towards more rehabilitative approaches rather than punitive measures. The implications of those findings extend beyond individual cases to societal …