Digital Commons Network^™

Empowering Edge Intelligence Through Reparameterized Lightweight Transformers And Distributed Inference, Hosein Esmaeili, Mohammad Ali Afshar Kazemi, Reza Radfar, Nazanin Pilevari

Turkish Journal of Electrical Engineering and Computer Sciences

Deploying advanced transformer-based models on resource-constrained edge devices remains a significant challenge due to their high memory footprint and substantial compute requirements. In this paper, we propose a reparameterized transformer framework that integrates High-Rank Factorization (HRF) during training, layer merging at inference, and dynamic, load-balanced distributed inference across multiple devices. To further reduce resource usage, our framework supports mixed-precision quantization down to 4-bit, enabling flexible accuracy–latency–energy trade-offs. Experimental evaluations on the ESC-50 environmental sound dataset demonstrate that our method matches or exceeds the performance of larger baseline models while using 20–30% fewer parameters, achieving up to 48% latency reduction in …

"Celts In The Valley", William Lindsey Mcdonald

Research Articles

The Tennessee Valley of North Alabama retains linguistic and cultural influences from the languages of its inhabitants. Scot Irish inhabitants of Celtic origin produced a dialect that McDonald claims as a "Celtic character" through tracing common regional expressions back to their roots in the original Gaelic.

Click, Listen, Reflect: Implementing Discord In Critical Listening Courses, Kenny Shania Lestari R, Metaria Metaria, Siti Nurhalimah

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

Critical listening requires learners not only to comprehend spoken information but also to interpret and evaluate its meaning. Digital learning environments may support these processes by providing opportunities for repeated access to spoken input, interaction, and collaborative discussion. This study explored how Discord was implemented in a Critical Listening course and how students perceived and experienced its use in supporting their critical listening learning. The study employed a qualitative descriptive design involving 20 students from the International Class Program at Maulana Malik Ibrahim State Islamic University of Malang. Data were collected through classroom observation checklists, field notes, and focus group …

Documents From The September 16, 2026 Meeting Of The Associated Students Of The University Of Montana (Asum), University Of Montana -- Missoula. Associated Students

Senate Meeting Agendas and Minutes, 2007-Present

Agenda and meeting minutes from the September 16, 2026 meeting of the Associated Students of the University of Montana (ASUM). No resolutions were made during this meeting.

Embedding 21st Century Skills In English Language Education For Health Vocational Students: A Systematic Literature Review, Karmilah Karmilah, Euis Reliyanti Arum, Wiwin Winarti

Jurnal Pendidikan Humaniora

The integration of 21st-century skills—critical thinking, collaboration, communication, and creativity—into English language education is essential for preparing health vocational students to meet the demands of a globalized healthcare industry. This systematic review examined how these skills are embedded within English language teaching for health vocational students and evaluates the effectiveness of innovative pedagogical approaches, including Project-Based Learning (PJBL) and Problem-Based Learning (PBL). Using the PRISMA framework, the study reviewed peer-reviewed articles published between 2012 and 2024 from PubMed, ERIC, and Google Scholar. Inclusion criteria focused on studies addressing the application of 21st-century skills in English for Specific Purposes (ESP) within …

Understanding The Political Profile Of Long Island’S Central American Electorate: A Case Study Of Long Island’S Majority-Latino Towns, Brett J. Patrick

Binghamton University Undergraduate Journal

As Salvadoran and Guatemalan migrants settled en masse across Long Island from the 1980s to the 2010s, seven Latino-majority towns emerged, each with distinct voting patterns that diverge from broader national Latino trends and from one another. This study examines how and why these Central American communities vote by integrating precinct-level election returns with the U.S. Census’ American Community Survey data. Using variables such as income, population density, education, citizenship status, and language, it identifies correlations between demographic conditions and partisan vote share. This approach reveals how socioeconomic factors shape political behavior within Salvadoran-American and Guatemalan-American enclaves in Nassau and …

How Dance/Movement Therapy Can Cultivate Self-Compassion In Chinese Diaspora Adults: A Literature Review, Heng Hsiu Liu

Expressive Therapies Theses

Chinese diaspora adults navigate a psychological transition in mental health understanding, based on acculturation level; some are more somatically focused in their understanding, while others adopt Western mental health frameworks. While self-compassion can be a helpful transdiagnostic tool, Chinese diasporas still face barriers to current selfcompassion interventions such as the remaining stigma of "losing face" with their family and community, language barriers to emotional expression, and a cultural emphasis on self-criticism as a tool for moral improvement. Self-compassion cultivation is grounded in mindfulness, common humanity, and self-kindness, which collectively stimulate the soothing-affiliative affect regulation system. This review identifies Dance/Movement Therapy …

Cultivating A Culture Of Belonging: Elementary Principal Practices, Sara Macneil

Educational Studies Dissertations

A sense of belonging is a fundamental human need that influences students’ experiences, relationships, and engagement within their school context. It is shaped through intentional actions and everyday experiences. Understanding how school leaders intentionally shape conditions that foster students’ sense of belonging requires further exploration. This study focused on an elementary school principal and sought to identify specific leadership practices that strengthen the sense of belonging for elementary students. Using a mixed-methods approach, data were collected through a sense of belonging survey and small group interviews. The survey data provided a measure of students’ sense of belonging and were used …

Identifying The Causality And Criticality Of Factors Influencing The Promotion Of Asian Island-Hopping Cruise Tourism In Taiwan, Hsiao-Chuan Liu, Gin-Shuh Liang, Feng-Ming Tsai, Yu-Ling Lien

Journal of Marine Science and Technology–Taiwan

Following the COVID-19 pandemic, the global tourism industry has steadily recovered since 2022. Island-hopping cruises have gained increasing attention for enhancing regional connectivity and diversifying marine travel experiences; however, their development in Asia remains limited compared with that in Europe and the Caribbean due to fragmented policy coordination, inadequate port infrastructure, and uneven technological readiness. Although Taiwan possesses a geographic advantage and can serve as a strategic hub linking Asian island destinations, systematic planning and stakeholder coordination remain insufficient, resulting in unclear mechanisms that drive or constrain island-hopping cruise tourism. Existing studies mainly focus on market demand or passenger behavior, …

A Resilience Early Warning Assessment Of The Maritime Supply Chain: A Case Study Of China’S New Energy Vehicle Exports, Xiuqian Chen, Liangyong Chu, Mengyao Wang, Jiayin Du, Yiming Zhang, Xiyao Xu

Journal of Marine Science and Technology–Taiwan

Enhancing resilience through early warning is a critical strategy for mitigating disruption risks in the maritime supply chain (MSC). This study proposes a novel early warning assessment framework to determine the resilience of the MSC. It is referred to as a resilience early warning system. An evaluation index system for shipping enterprises is developed based on four dimensions: withstand capacity, adaptive capacity, learning capability, and the external environment. A resilience assessment model that uses the Bayesian best-worst method (BBWM) and the extension cloud model (ECM) is established to quantify MSC resilience. An early warning evaluation model based on a Bayesian …

Creating Collaborative Strategies: The Influence Of Principal Leadership In Teacher Retention In Rural Secondary Schools In Dhalai District, Tripura, Northeast India., Valerian Castelino

Educational Studies Dissertations

Teacher retention has become a growing concern across India and the world. In rural, tribal, and multilingual contexts, the challenge is even greater. This research, Creating Collaborative Strategies: The Influence of Principal Leadership in Teacher Retention in Rural Secondary Schools in Dhalai District, Tripura, Northeast India, explores how school leadership influences teachers’ decisions to remain in rural schools. The research focuses on Tripura, a small state in Northeast India known for its tribal diversity, geographic isolation, multilingual classrooms, and limited educational resources. The research is informed by a multi-theoretical framework: Herzberg’s Two-Factor Theory, Non-Economic Capital Theory, and Transformational Leadership …

Understanding Continuity Of Care Through The Voices Of. Providers And Families In Massachusetts, Ami Patel

Educational Studies Dissertations

Continuity of care is an important component of early childhood education that emphasizes stable, consistent, and responsive relationships among children, caregivers, and families. Although research has demonstrated the importance of stable caregiver-child relationships, much of the existing literature has focused on center-based childcare settings. This qualitative study explored how providers and families perceived long-term caregiving relationships, communication practices, and family-provider partnerships as shaping continuity of care. The purpose of this study was to examine licensed family childcare providers’ and families’ perspectives regarding the perceived developmental benefits, relational experiences, and challenges associated with continuity of care. Guided by attachment theory, sociocultural …

Ideological Prejudice In Selected Political Speeches: A Critical Pragmatic Study, Ali Shimal Kzar

Alustath Journal for Human and Social Sciences

One of the most significant language uses typically invested in many social contexts, especially by in-group speech communities, is ideological prejudice. An Identification of a knowledge gap, this paper analyses the biased reporting of the American and Chinese tensions surrounding the human rights violations and prejudices on March 14, 2019, via the lens of critical pragmatic theory. One article has been selected from Fox news media to analyze the accusations between the American foreign minister Mark Pompeo and the Chinese equivalent Ku Lang. Channels, social media, and blogs all use text and context to write prejudice and ideology; this study …

The Discourse Of The Discouragers In Qur’Anic Context–An Objective Study, Zainab Salman Dawood

Alustath Journal for Human and Social Sciences

The study examines discouragers in Qur’anic discourse as an intellectual and behavioral phenomenon that weakens individual and collective will and hinders work and reform. Using a thematic interpretation approach, it explores the semantic and educational dimensions of this phenomenon and the Qur’an’s method of diagnosing and addressing it. Qur’anic discourse addresses discouragement both explicitly and implicitly, not merely exposing and warning against it, but also establishing an educational and preventive framework based on awareness, vigilance, patience, and piety. This framework strengthens steadfastness, initiative, and constructive action while mitigating the effects of discouragement within the believing community.

The Role Of Spatial Planning For Educational Tourism In Enhancing The Tourism Attractiveness Of Iraqi Universities: An Analytical Study Of Selected Universities, Ahmed Abdul Kareem Kadhim Al-Najm

Alustath Journal for Human and Social Sciences

Educational tourism has become one of the fastest-growing tourism sectors, increasing competition among universities to attract students, researchers, and academic visitors. This study aims to examine the role of spatial planning for educational tourism in enhancing the tourism attractiveness of Iraqi universities through an analytical study of six selected universities: the University of Baghdad, the University of Basra, the University of Mosul, the University of Kufa, the University of Sulaymaniyah, and the University of Anbar. A descriptive-analytical approach was adopted using data collected from a sample of 1,200 students, faculty members, and administrative staff. The data were analyzed using the …

Morphological Processing Instruction And Academic Word List Acquisition Among Undergraduate Efl Students: A Mixed-Methods Educational Psycholinguistic Study, Noor Yaseen Khudhair

Alustath Journal for Human and Social Sciences

This study examined the effect of a learning strategy based on explicit morphological processing on the acquisition of Academic Word List (AWL) items among undergraduate EFL students, within an educational psycholinguistic framework. A quasi-experimental, pretest–posttest, non-equivalent control group design was combined with a qualitative strand in a convergent mixed-methods approach. Seventy-two undergraduate students enrolled in an English for Academic Purposes (EAP) course were assigned by intact class to an experimental group (n = 36), which received explicit instruction in morphological analysis, and a control group (n = 36), which received conventional definition- and context-based vocabulary instruction. Both groups were taught …

Forensic Speaker Identification Of Drug- Affected Speech: An Acoustic Study, Hiba Jebur Hamzah, Balqis I.G Rashid

Alustath Journal for Human and Social Sciences

In a forensic context, identifying an individual from a voice recording, whether he/she is under the influence of drugs, can help narrow down the suspect pool. It is apparent that there are limited scientific studies on the influence of illegal drugs on speech, probably due to ethical issues and their sensitivity. Drugs are divided into four categories: depressants, which affect the brain efficiency (as in alcohol); stimulants, which increase confusion and speech fluency (for example cocaine, methamphetamines); hallucinogens, which distort the perception of reality (e.g., LSD); and opiates, which represent a common medical treatment but if it is used overdosage …

The Impact Of The Alternatives Strategy On The Acquisition Of Literary Texts And Critical Thinking Skills Of Fifth-Grade Science Students, Suham Abd Ghaidan

Alustath Journal for Human and Social Sciences

This research aims to identify the impact of alternative strategies on the acquisition of literary texts and critical thinking skills among fifth-grade science students. The researcher selected a sample of fifth-grade science students from Al-Siddiqah Preparatory School for Girls, affiliated with the Directorate of Education in Diyala, Baquba District, to conduct the experiment. The sample consisted of 67 students, representing two groups: the experimental group (33 students) and the control group (34 students). The researcher ensured the equivalence of the two research groups in several variables (chronological age, parental educational attainment, intelligence test scores, and pre-test scores on critical thinking). …

Technical Disclosure Specification: The Topological Flux Replicator (Tfr) Protocol For Censorship-Resistant Desynchronized Grid Routing And Memory Manifolds (Spec-167), Christopher L. Eckes

Defensive Publications Series

This disclosure specifies the protocol architecture, mathematical modeling, and hardware-layer constraints for a decentralized, censorship-resistant grid routing system and non-volatile memory manifold. Current mesh communications and cloud storage models are structurally vulnerable to state-wide routing interdiction, targeted nodal blackouts, and top-down centralized configuration scrubbing.

The Topological Flux Replicator (TFR) protocol resolves these architectural failure modes by utilizing an asynchronous, desynchronized network state distribution model. By executing a math-native state matrix routing protocol directly across fragmented physical substrates, the network achieves structural permanence without relying on static central IP routing, persistent DNS architecture, or linear block inheritance. This document represents a …

Technical Disclosure Specification: The Spectral Synapse Protocol (Ssp) For Trans-Linguistic Machine-To-Machine Register Meshes (Spec-166), Christopher L. Eckes

Defensive Publications Series

This disclosure specifies the architectural topology, hardware compiler parameters, and math-native protocols for an integrated, semantic-to-spectral computing engine. Current multi-agent architectures operate within a high-overhead paradigm where decentralized processing nodes communicate internally via tokenized natural language strings ("speech"). This design introduces extreme latency, high token consumption, and systemic vulnerability to semantic prompt injection exploits.

The Spectral Synapse Protocol (SSP) eliminates this communicative overhead by segregating human text processing exclusively to the peripheral ingress/egress boundary gates. The internal processing mesh operates at full-throttle hardware speeds by utilizing a non-linguistic, sub-2-bit ternary state mapping system ("the brain"). This specification defines the linear …

Graduated Verifiable Autonomy Architecture (Gvaa), Volodymyr Kotegov

Defensive Publications Series

ES-1. Core Objective: This architecture document establishes strict, deterministic normative constraints for securing execution runtimes populated by autonomous AI agents. Rather than relying on the statistical, inherently non-deterministic alignment of neural network weights, GVAA shifts the entire security perimeter to structural containment. It enforces rigid barriers across the execution runtime, host operating system resources, and boundary communication channels.

ES-2. Engineering Metrics & Feasibility: Deploying the baseline implementation configuration (Minimal Profile) requires an engineering overhead of 2 to 6 weeks on a standard production infrastructure (Linux, WebAssembly, LangGraph). The monitoring and verification infrastructure (Invariant Core) introduces a latency penalty of less …

Newsclipping, Racial Supremacy Fallacy

Eartha M. M. White Textual Material

News clipping: Article regarding the American Anthropological Association report on the fallacy of racial supremacy. Undated.

Quality, Patient Experience, And Service Gaps In Home Healthcare In Saudi Arabia: A Systematic Review Aligned With Vision 2030, Eman Alawad, Rasha M. Mahrous, Lubna A. Elshaib

Saudi Medical Journal

Objectives: To assess the quality of home healthcare (HHC) services, patient experience, and existing service gaps in Kingdom of Saudi Arabia.
Methods: This systematic review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA 2020) statement. PubMed, MEDLINE, Scopus, Web of Science, CINAHL, and Google Scholar were searched for studies published between January 2011 and January 2025. Eligible studies included observational, qualitative, mixed-methods, and interventional studies conducted in Saudi Arabia that examined home healthcare quality, patient or caregiver experience, or service delivery gaps. Two reviewers independently screened studies, extracted data, and assessed methodological quality …

Benchmarking Two Saudi Ba English Programs: Accreditation Alignment, Exit Points, And Cefr Proficiency Targets, Abdullah Ali Altamimi

University of Bisha Journal for Educational Sciences

The Bachelor of Arts in English degree program at the University of Tabuk was benchmarked against both national accreditation requirements and those of a similar institution within the country: Imam Mohammad ibn Saud Islamic University. Through a comparative analysis of the curricula and degree requirements of both universities, including two degree plans and 38 course specifications across five dimensions, the alignment between the two universities’ English department requirements was determined. The alignment of each degree plan was calculated through the use of a 25-point rubric, and each alignment category was summarized within the report. Results indicated that the two-degree programs …

Bridging The Gap: Enhancing Adult Cancer Survivors’ Self-Efficacy To Spark Activation Through Evidence-Based Community Support, Julie L. Chytil

Group: Nebraska Methodist College

Problem: The number of cancer survivors in the United States is continuing to grow and yet cancer survivors often lack the knowledge of community resources available to them. Survivors must not only know that resources and programs exist but also trust that these tools are relevant and beneficial to them.

Intervention: The purpose of this project was to implement evidence-based strategies in a community setting to improve self-efficacy among adults who are transitioning from frontline cancer treatment to the next phase of survivorship. Strengthening self-efficacy is an important step toward increasing potential future patient activation and supporting long-term survivorship outcomes. …

Eliciting Information About Teacher Applicants Using Open-Ended Questions, Joseph Aguilar-Bohorquez, Dan Goldhaber, Cyrus Grout, Elton Mykerezi, Prayash Pathak, Aaron Sojourner

Upjohn Institute Working Papers

Employers commonly use open-ended questions in hiring, but usually responses aren’t recorded, and knowledge about the usefulness of such responses is limited. This study investigates properties of written responses to open-ended questions collected over many years via an application tracking platform that school districts use to hire teachers. We develop a scalable process to discover topics within the corpus of responses to each question and then to classify each response with respect to the topics while preserving interpretability and transparency. It adapts a traditional qualitative topic modeling approach, Inductive Thematic Analysis, to best combine the strengths of researcher judgment and …

A Philosophy Of Travel: Lonergan's Transcendental Method Applied To The Experience Of Not Belonging, Andrew Brei

San Jose - Lonergan Chair in Catholic Philosophy

Travel can be an exhausting thing, offering little time for reflection. Often, traveling involves a dizzying assortment of steps: we book flights, pack bags, find accommodations, and move through unfamiliar streets in search of “the sights.” Less often do we stop to ask what we are actually doing when we do this—what cognitive and existential work travel involves. This essay takes up that question by borrowing the structure of Bernard Lonergan’s transcendental method, the four-level account of human cognition and action that runs from experience through understanding and judgment to decision. Lonergan’s method is not a set of external rules …

Organized Sound: Stem In Music, Illinois Math And Science Academy

IMSA Fusion Curricula

Students explore the science and math behind music structure and production.  Sound waves, vibration, and other aspects of music creation are investigated as students engineer their own musical instruments.

The Role Of Nurses In Interprofessional Pharmaceutical Care: A Qualitative Descriptive Study Of International Expert Perspectives, Marko Petrovic, Mirko Prosen

Individual Articles

Introduction: Pharmaceutical care has evolved from a pharmacist-led model to an interprofessional approach involving doctors, pharmacists, and nurses. Effective collaboration is key to patient safety and treatment optimisation, yet it is often hindered by hierarchical systems, unclear roles, and poor communication. A lack of formalised frameworks further limits collaboration.

Aim: This study explores interprofessional collaboration in pharmaceutical care, focusing on the role of nurses, their involvement in collaborative practice, and the competencies essential for effective teamwork as identified by international experts.

Methods: A qualitative study using semi-structured interviews was conducted with five international experts, selected through purposive sampling. Data were …

The Lived Liturgical Experience Of Non-Catholic Participants In The Roman Catholic Mass: Tactical Ecumenism In Overlapping Ritual Systems, Sarah Kathleen Johnson

Journal of Global Catholicism

In religiously diverse social contexts, liturgical practices anchored in one reli-

gious tradition often gather diverse communities. In such contexts, it is wise to

assume that people who are not Catholic may be present at any Roman Cath-

olic Mass. This article explores the lived liturgical experience of non-Catholic

Christians who participate routinely in the Roman Catholic Mass through a

mixed-methods study of a religiously diverse treble vocal ensemble that sings

weekly at Mass on a Catholic university campus. It describes how Catholic and

non-Catholic Christian singers interpret practices surrounding the eucharistic

meal in contrasting ways: non-Catholic Christians experience the …