Digital Commons Network^™

Forecasting Hourly Police Call For Service Volumes: A Comparative Analysis Of Statistical, Machine Learning And Neural Network Models For Operational Planning., Patrick Duggan

ICT

Accurate demand forecasting is critical in operational settings where resource allocation and planning decisions depend on anticipated service volumes. Transactional systems that capture timestamped records provide valuable data sources for developing demand forecasts. This study examines hourly call volume forecasting using New Orleans police calls for service data, comparing the performance of statistical models, tree-based methods, and recurrent neural networks.

The research evaluates four primary modelling approaches: ARIMA models representing traditional statistical methods, XGBoost and Random Forest as a tree-based ensemble technique, and Gated Recurrent Units (GRUs) as deep learning alternatives. A naive seasonal model serves as the baseline benchmark. …

Predictive Analysis Of Atlantic Meridional Overturning Circulation Amoc And Its Climatic Implications On Ireland Using Advanced Machine Learning Techniques., Corey Whyte

ICT

The Atlantic Meridional Overturning Circulation (AMOC) plays a key role in regulating climate across the North Atlantic, including Ireland. This study analyses AMOC variability using RAPID, ODYSSEA, and MÉRA datasets to examine relationships between subsurface ocean conditions, sea surface temperatures, and air temperature. ARIMA/SARIMA models identify trends and correlations, while a Long Short-Term Memory (LSTM) neural network forecasts future climate changes. Results show rising sea surface temperatures, moderate links between salinity and temperature, and seasonal air temperature patterns with a slight upward trend. The LSTM model outperforms traditional statistical approaches in capturing complex patterns, highlighting the value of machine learning …

Tour Demand Forecasting In Ireland: Development And Evaluation Of Classical, Deep Learning, And Hybrid Models, Ruben Elias Charleston Montfort

ICT

Tourism plays a significant role in global economies by supporting employment, infrastructure, and national development. As international travel continues to grow, accurate tourism demand forecasting has become increasingly important for effective planning and decision-making. In Ireland, tourism is a key economic sector attracting millions of visitors annually. For tour operators such as Irish Day Tours, reliable demand forecasting is essential for optimizing logistics, resource allocation, marketing strategies, and customer satisfaction. Advances in machine learning and deep learning techniques offer new opportunities to improve forecasting accuracy and support data-driven decision-making within the tourism industry.

James F. Barnard Endowment, Acquisitions Report, 2019-2025, Heritage Research Center, Loma Linda University Libraries

James F. Barnard Endowment Acquisitions Reports

James F. Barnard Endowment funds usage report for fiscal year 2019-2025.

Daily Anxiety And Dual Use Of Cigarettes And Vaping Products: Disparities By Sex, Race, And Ethnicity In U.S. Adults, Maggie K. Richardson, Delvon T. Mattingly, Osayande Agbonlahor, Alison C. Mcleish, Joy L. Hart, Kandi L. Walker

Educational, School, and Counseling Psychology Faculty Publications

Objective:

Despite a decline in cigarette use, the dual use of cigarettes and electronic vaping products (EVPs) is a concerning pattern of nicotine consumption in the United States. Anxiety, a risk factor for tobacco use, may contribute to dual-use patterns; however, the association between daily anxiety symptoms and dual use of cigarettes and EVPs is not known. This study investigated associations between daily anxiety symptoms and dual cigarette and EVP use overall and by sex, race, and ethnicity.

Method:

Data are from the 2020–2022 National Health Interview Survey (n = 83,544). Multinomial logistic regression models, adjusted for sociodemographic factors, …

Sonic Photovoice And Critical Literacy: Listening To And Sounding What Is Me, What Is Not Me, And What Is Between, Alexander Chadwell

Theses and Dissertations--Curriculum and Instruction

This study examined sonic photovoice, a sound-based arts research method, as a tool for developing critical literacy in middle and high school students. Participants found and recorded sounds related to three categories, “what is me,” “what is not me,” and “what is between,” composed a sound collage using the sounds, and reflected on the experience. Framed by 4EA cognition, participatory sensemaking, and relational and everyday aesthetics, the study explored how listening and sounding shaped students’ conceptions of self and reality. Data from recordings, journals, and interviews suggest that the sonic engagement can foster relational, emergent understandings of self and …

Examining The Relationship Between Cognitive Auditory Processing And Sex Hormones, Trey A. Cline

Theses and Dissertations--Gerontology

Estrogen and progesterone have demonstrated modulatory effects on central auditory nervous system (CANS) function. Post-menopausal females often present to audiology clinics with complaints of difficulty hearing in background noise. However, these individuals often have normal peripheral hearing sensitivity on standard audiometry. Previous studies using the auditory brainstem response (ABR) in post-menopausal females demonstrated longer response latencies compared to their premenopausal counterparts, suggesting that sound does not transmit through the CANS as efficiently. However, to date, the available literature focused on sex hormones and the CANS relies mainly on objective measures, predominantly the ABR. The ABR reflects physiologic function through the …

Pesiqta De-Rav Kahana, Rivka Ulmer

Faculty Contributions to Books

The projected thirty-volume Encyclopedia of the Bible and Its Reception (EBR) is intended to serve as a comprehensive guide to the current state of knowledge on the background, origins, and development of the canonical texts of the Bible as they were accepted in Judaism and Christianity. Unprecedented in breadth and scope, this encyclopedia also documents the history of the Bible’s interpretation and reception across the centuries, not only in Judaism and Christianity, but also in literature, visual art, music, film, and dance, as well as in Islam and other religious traditions and new religious movements.

Immersive Modeling Of Water Banking Elicits Local Knowledge To Explore Strategies To Get More Water To Great Salt Lake, Hadia Akbar, David E. Rosenberg

Civil and Environmental Engineering Student Research

This study used immersive online collaborative modeling of water banking to explore strategies to get more water to the declining Great Salt Lake (GSL). In a model session, each collaborator immersed in a water user role. They articulated a strategy to consume and bank water. Then they adapted their strategy in response to their available water, others’ choices, and the real-time discussion of choices. Collaborators included 29 farmers, ranchers, practitioners, and experts. Collaborators who personified agricultural users had the most varied strategies. They balanced economic viability, long-term sustainability, and land preservation. Pricing water was challenging, with prices ranging from $15 …

Living Our Principles: Designing An Accessible And Inclusive Virtual Conference, Theresa Evans, Kevin E. Depew, Amy Cicchino, Cat Mahaffey

English Faculty Publications

The articles highlights the Global Society of Online Literacy Educators' (GSOLE) innovative approach to virtual conferences, emphasizing their role in fostering professional development in online literacy education. Topics include GSOLE's strategies for engaging worldwide educators across time zones, its commitment to accessibility and anti-racist practices, and efforts to lower costs to include underrepresented and underserved teachers, tutors, and administrators.

Full Ride To College, But At What Cost?: Colonial Subjects At Imperial Educational Institutions In Binti And The Fifth Season, Martha Zornow

English Faculty Publications

A marginalized young person, often of a different physiognomy from those wielding power, sees the 'ivory tower' in her universe as a path to the learning, respect, power, and agency not available to her in her home environs. At their educational institutions, while their Blackness is not the basis for their outsider status, the Othering they experience mirrors that experienced by Black students at predominantly white universities in the real world. Theorizing the Colonial Role of Educational Institutions Following Thomas Macaulay's notorious' Minute on Education'(1835), educational systems have played a vital role in reaffirming the balance of power between the …

Openings, 2025, Trinity Christian College

Openings

Literary Arts: Where I'm From by Kaylee Santiago - 2 / Desk by Luke Rotman - 3 / A Final Word by Njoki Mukuria - 8 / there's no going back by Sam Nonhof - 9 / Oranges by ren amador - 11 / DESTINY vs. AGENCY by Chase Hadley - 13 / Freely Give, Freely Receive by Mia Musick - 17 / Like a Child by Kaylee M. Santiago - 20 / The Poetry of the Body by John Terpstra - 21 / Carl's Secret by Kaylee M. Santiago - 23 / My Father's Hair by John Terpstra - …

Tied Together With Covenants: Tying Provisions As The Anti-Hero To Fdic Insurance Limits, Kelly W. Cline

Scholarly Works

No abstract provided.

In Support Of Free Speech On Food Production, Nicole Ligon

Scholarly Works

In May 2024, Florida and Alabama became the first states to ban the production and sale of lab-grown meat. Driven by a desire to protect the traditional agriculture industry, these new laws impose severe penalties on anyone found to have even stored lab-grown meat products in their home. The legislation follows in the footsteps of other laws aimed at offering the traditional agriculture industry additional protections. Florida, Alabama, and eleven other states already have “food disparagement laws” that make it easier to punish critics of traditional agriculture companies. Additionally, six states, including Alabama, currently have laws aimed at stifling undercover …

Empirically Testing The "Unbiased Factfinder[S]", Chris Cox

Scholarly Works

No abstract provided.

Copyright, Creativity, And Skill: Authorship And Ai-Assisted Works, Lucas S. Osborn

Scholarly Works

Generative artificial intelligence ("Al") has increasingly become a focal point in legal discussions, raising complex issues across multiple domains, including algorithmic bias, defamation, intellectual property, and privacy. This Article specifically examines the implications of Al-assisted works, with a focus on text-to-image generators, such as Midjourney, that possess the ability to create detailed visual art from simple text prompts. The tools are not, however, limited to simple prompts. Users retain the ability to introduce greater complexity by specifying a host of variables that define the resulting image. Al-assisted art implicates significant legal rights and responsibilities. As to responsibilities: Can the image …

The Case Against The Business Case For Gender Quotas On Boards Of Public Companies, Raluca Papadima

Scholarly Works

No abstract provided.

Person-Centered Pluralism About Contract Theory, C. Scott Pryor

Scholarly Works

No abstract provided.

Principles Of Legal Writing, Raluca Papadima

Scholarly Works

No abstract provided.

Rationalizing Rape: How Military Appellate Courts Get To Yes, Chris Cox, Ashley Fancher

Scholarly Works

This study examines how military appellate courts rationalize overturning sexual assault convictions through qualitative analysis of opinions finding factual insufficiency. Drawing from cases between 2017-2020, concerning patterns are identified in judicial reasoning that reflect persistent rape myth acceptance despite decades of statutory reform. The analysis reveals that courts frequently question victim credibility based on delayed reporting, counterintuitive victim behavior, and continued contact with perpetrators - factors that trauma research has shown to be common among sexual assault survivors. Of particular concern is courts' treatment of incapacitation cases, where judges often acknowledge significant victim impairment yet find ways to question consent …

Ce 432 Syllabus: Stress Management, Amy Andersen

Counselor Education Syllabi

This course will provide an introduction to important concepts, issues, skills, and interventions related to the identification and management of personal stress.

Ce 560 Syllabus: Addiction Counseling- Assess-Treatment Of Addict & Co-Occurring Disorders, Mitch Moore

Counselor Education Syllabi

This course addresses the principles of screening, assessment, diagnosis of substance use, induced, and co-occurring disorders in adults and adolescents, and treatment planning. Students will become familiar with an array of screening and assessment instruments, and diagnostic and treatment planning tools, including the current edition of the Diagnostic and Statistical Manual (DSM), Comprehensive SUDs Assessment, and the American Society of Addiction Medicine’s Patient Placement Criteria of Substance- Related Disorders (ASAM PPC), as well writing required reports and record-keeping functions. The treatment of co-occurring disorders, including the Integrated Dual Disorders Treatment model, process addictions (e.g., gambling), ethical considerations, and multicultural issues …

Ce 534 Syllabus: Multiculturalism And Diversity, Mitch Moore

Counselor Education Syllabi

Good standing with WSU/College/CED, and graduate status, no specific undergraduate/graduate course pre-requisites are required for admission to the course.

Ce 615 Syllabus: Group Theory And Practice, Dawnette Cigrand

Counselor Education Syllabi

In this course students are introduced to the theory and practice of group counseling. The course will provide students with an academic/theoretical overview of groups and group work as well as the opportunity to develop group leadership skills through experiential learning activities.

Ce 616 Syllabus: Group Counseling Experience - Rochester, Sarah Johnson

Counselor Education Syllabi

No abstract provided.

Ce 615 Syllabus: Group Theory And Practice, Madeline Mcrae-Vinzant

Counselor Education Syllabi

In this course students are introduced to the theory and practice of group counseling. The course will provide students with an academic/theoretical overview of groups and group work as well as the opportunity to develop group leadership skills through experiential learning activities.

Ce 616 Syllabus: Group Counseling Experience - Winona, Sarah Johnson

Counselor Education Syllabi

No abstract provided.

Ce 621 Syllabus: Research Design, Anquinetta V. Calhoun

Counselor Education Syllabi

This course provides the fundamentals of research design and program evaluation. Current methods of research design and evaluation in counseling will be discussed and students will complete a brief literature review, a research proposal, and peer reviews.

Ce 630 Syllabus: Counseling Children And Adolescents, Anquinetta V. Calhoun

Counselor Education Syllabi

In this course, students will learn the history, theory, and practice of counseling children and adolescents and its defining principles. Topics will include thoughts and behavior change, relationships, family systems, creative arts in counseling, and the ethics and legal foundations when working with children. Common presenting concerns and counseling interventions to respond to them effectively will also be introduced. Ethical and multicultural considerations will be incorporated throughout the course.

Ce 646 Syllabus: Introduction To Play Therapy, Rieko Miyakuni

Counselor Education Syllabi

This course is an introduction to the basic concepts of child-centered play therapy (CCPT). Students will learn the conceptual framework of child-centered play therapy, as well as the attitudes and skills necessary to establish and maintain facilitative relationships with children that encourage their self-expression and facilitate change.