Digital Commons Network^™

Enhancing Email Spam Detection Through Ensemble Machine Learning: A Comprehensive Evaluation Of Model Integration And Performance, Najah Al-Shanableh, Mazen S. Alzyoud, Eman Nashnush

Communications of the IIMA

Email spam detection and filtering are crucial security measures in all organizations. It is applied to filter unsolicited messages; most of the time, they comprise a large portion of harmful messages. Machine learning algorithms, specifically classification algorithms, are used to filter and detect if the email is spam or not spam. These algorithms entail training models on labelled data to predict whether an email is spam or not based on its features. In particular, traditional classification machine learning algorithms have been applied for decades but proved ineffective against fast-evolving spam emails. In this research, ensemble techniques by using the meta-learning …

The Student Movement Volume 109 Issue 1: Cardinals Migrate Back To Berrien For '24 School Year, Savannah Tyler, Esther Martin, Alyssa Caruthers, Andrew Francis, Joel Pelletier, Melanie Webb, Aiko J. Ayala Rios, Melissa Moore, Natalie Mendonça, Callie Carlsen, Natalie Reid, Timi Olatunde, Katherine Pierre, Anna Rybachek, Nora Martin, Lexie Dunham, Amelia Stefanescu

The Student Movement V. 109 (2024-2025)

HUMANS

"Believe the Promise" Through the Storms, Interviewed by Savannah Tyler

A Sit-Down with New Associate Chaplain Pitcher, Esther Martin

Dean Fitting on Lamson's "Refreshing", Interviewed by Alyssa Caruthers

What Happened to Change Day?, Andrew Francis

ARTS & ENTERTAINMENT

Farewell, "Brat" Summer, Joel Pelletier

"Believe the Promise" Musical Review, Joel Pelletier

Got What You Wanted, So Stop Feeling Sorry: An Opinion on Chappell Roan's Request for Privacy, Melanie Webb

Helping Through Books: A Review of "Welcome to the Hyunam-dong Bookshop", Aiko J. Ayala Rios

NEWS

Sophomores Win Big at AUlmost Anything Goes, Melissa Moore

AUSA Hosts The Nest, Natalie Mendonça …

High-Fidelity Machine Learning Techniques For Driver Drowsiness Detection, Yasser Ismail, Ebenezer Essel, Abeer Abdelhamid, Mahmoud Darwich, Fahmi Khalifa, Fred Lacy

Faculty Publications

It is devastating that daily, there is an ample number of car crashes that cause damage to automobiles, onboard passengers get injured, and others tend to lose their lives. Road crashes are fast rising across the globe and have drawn many road safety commissions and concerned individuals to discuss ways to reduce this menacing situation drastically. With the introduction of artificial intelligence and technological advancement, the government and state commissions have beckoned on the various universities and research institutions to develop methods to curb the rise of automobile crashes. Some causes of these crashes include drunk driving and drowsiness, the …

September 20, 2024 Board Of Trustees Meeting Report, Board Of Trustees

Board of Trustees

No abstract provided.

Bethel Harleyville Property Records, Bethel United Methodist Church, Harleyville

Methodist Local Church Records

No abstract provided.

Ai-Based Assistive Technologies & People With Disabilities: Privacy At Risk, Jasmine Madaan

LLM Theses

This thesis follows three research questions. First, it explores the potential privacy risks that people with disabilities (PWDs) face in the face of incorporation of artificial intelligence (AI) in assistive technologies (ATs). It then investigates reasons that exacerbate PWDs’ vulnerability to such potential privacy risks. Since legal literature in the context of AI-based ATs is limited, this thesis adopts a combination of multidisciplinary and traditional legal doctrinal research by studying legal literature and empirical research in other disciplines. Lastly, the thesis reviews the current Canadian data protection legal framework to examine if there is any provision specifically addressing PWDs or …

(Re)Claim: Harley Cowen's Manhattan Project Symposium -- Short Remarks About Photography, Meredith Shimizu

(RE)CLAIM: Manhattan Project — Harley Cowan Photo Exhibition

No abstract provided.

Minutes (9-20-2024), Associated Students, Incorporated

Associated Students, Incorporated records

No abstract provided.

The Fierce Green Fire: Vol. 15 Issue 1, Wofford College Environmental Studies Program

The Fierce Green Fire

No abstract provided.

The Bison, September, 20, 2024

The Bison Newspapers

No abstract provided.

New Center Advances Metal Forming Technologies, Beth Potier

UNH Today Archive

No abstract provided.

Nmosd Mitochondrial Fluorescence Correlates With Ganglion Cell Layer Loss Consistent With Retinal Vasculitis, Francesco Cappellani, Md, Daniel M. Markowitz, Bs, Elizabeth Affel, Ms, Jose S. Pulido, Md, Brian Fernandez, Md, Robert C. Sergott, Md

Farber Institute for Neuroscience Staff Papers and Presentations

Introduction

• Fluorescence lifetime imaging ophthalmoscopy (FLIO, Heidelberg Engineering, Figures 1 and 2), a novel in vivo retinal imaging biomarker, generates fluorescence decay lifetimes in 2 spectral channels corresponding to mitochondrial metabolic processes
• Short Spectral Channel (SSC): 498 – 560 nm Ø Corresponds to flavin adenine dinucleotide (FAD) and oxidative phosphorylation.
• Long Spectral Channel (LSC): 560 – 720nm Ø Corresponds to predominantly lipofuscin and lysosomal function
• Based upon animal experimental models and clinical data, mitochondrial dysfunction has a role in the pathophysiology of NMOSD

Using The Gerontological Imagination To Explore Suicide Among Older Adults: An Interdisciplinary Perspective For Professional Counselors, Mary Chase Mize, Afroze Shaikh

Adultspan Journal

Gerontology, the study of aging and older adulthood, is a vast field consisting of many intersecting disciplines, such as medicine, nutrition, public policy, psychology, social work, and professional counseling. As the older adult population rapidly increases, so too will the prevalence of mental health concerns among this population, including risk for suicide. Older adults presently comprise 16.5% of the U.S. population, yet account for 19.3% of all deaths by suicide (Drapeau & McIntosh, 2020). Professional counselors are newly eligible Medicare providers and can close gaps in healthcare access for older adults who rely on Medicare to receive mental health services, …

Faculty Senate Meeting Minutes Sept 20, 2024, A-State Faculty Senate

Faculty Senate Minutes

Meeting minutes for the Faculty Senate held on September 20, 2024.

Ud In The News Sept. 14-20, University Of Dayton

News Releases

Climate scientist Shuang-ye Wu and education law expert Charles Russo wrote for The Conversation and Catholic World Report, respectively. Political scientist Christopher Devine offered his expertise to Washington Monthly and USA TODAY.

Butte Priority Soils Operable Unit (Bpsou) Final Insufficiently Reclaimed Sites Field Sampling Plan (Fsp) Bres No. 34e – Eveline Dump East, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Butte Priority Soils Operable Unit (Bpsou) Final Insufficiently Reclaimed Sites Field Sampling Plan (Fsp) Bres No. 78 – Original Mine Yard, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Faculty Participation In Technology Commercialization: The Roles Of Process, Policies And Career, Wenlu Mcintosh, Kent Neupert

Boise State University Publications and Presentations

Technology commercialization has become an increasingly important activity for European and U.S. universities. Among the reasons for this importance have been declining government financial support for public universities, greater accountability to funding agencies, and increased expectations for commercialization revenues. Combined with recent economic uncertainty, the search for additional revenue sources has accentuated the need to better involve faculty in successful technology commercialization efforts. Thus, university administrators and technology managers face challenges in attracting, engaging, and retaining faculty participation in this effort. This paper reviews the relevant literature to understand how tenure and promotion policies can incentivize or disincentivize faculty members …

Use Of Pulsed Electric Fields And Hydrogen Peroxide For Pre And Postharvest Strategies To Reduce Microbial Loads On Fresh Produce, Zachary Rosenzweig

Theses and Dissertations

Several issues exist within the agricultural industry surrounding failure to prevent pathogen transfer to plants preharvest and failure to decontaminate foods postharvest. Fresh produce, like leafy greens, pose a large threat to public safety if contaminated because they are minimally processed and often eaten raw. Numerous outbreaks have been linked to fresh produce in recent decades, with irrigation water emerging as a potential source. These outbreaks have severe economic repercussions and can contribute to millions of hospitalizations and deaths each year, worldwide. This thesis focuses on the usage of pulsed electric fields (PEF) and hydrogen peroxide (H2O2) as a means …

Zines As Praxis:Making Space For Participatory Culture In The Academic Library, Jerilyn Tinio, Melissa Chomintra

Libraries Faculty and Staff Scholarship and Research

No abstract provided.

Using Vr And Ar To Create Immersive Experiences That Document Local History And Culture, Susan Swiatosz, Beryl White-Bing, Kevin Pfeil

Library Presentations & Publications

In 2023 the Virtual Learning Librarian at the University of North Florida’s (UNF) Thomas G. Carpenter Library approached the Head of Special Collections and University Archives (SCUA) with the idea to create a virtual reality (VR) experience using one of SCUA’s most accessed special collections: the Eartha M. M. White Collection. She was inspired by several existing VR experiences such as The Book of Distance and The People’s House: Inside the White House with Barack and Michelle Obama. She was also stimulated by the challenge set by the Head of SCUA to figure out a collaborative project with Special Collections. …

Exploration And Practice Of Promoting Integrated Development Of Education, Technology And Talent A Case Study Of Hong Kong University Of Science And Technology (Guangzhou), Lionel Ming-Shuan Ni

Bulletin of Chinese Academy of Sciences (Chinese Version)

Currently, education, technology, and talent are the fundamental and strategic pillars for the comprehensive construction of a socialist modernized country. The Hong Kong University of Science and Technology (Guangzhou), an emerging research-focused institution in the science and technology domain, naturally serves as a nexus of education, technology, and talent, offering significant advantages in promoting the integrated development of these key areas. Since its inception, the Hong Kong University of Science and Technology (Guangzhou) has actively supported the construction of the Guangdong-Hong Kong-Macao Greater Bay Area and national strategic needs. It remains committed to reshaping the higher education landscape, fostering innovation …

Contribution Of Biosphere Reserves To Global Biodiversity Conservation And Climate Change, Zhiyun Ouyang, Yunong Yao, Jun Tang, Weihua Xu, Xiaosong Li, Li Zhu, Lei Cao, Mingli Lin, Yueyu Zou

Bulletin of Chinese Academy of Sciences (Chinese Version)

Biosphere Reserves are areas recognized by UNESCO that represent key terrestrial, coastal, and marine ecosystems. These areas are strictly protected and designed to fulfill three primary functions: conserving biodiversity, promoting sustainable development, and supporting scientific research and education. As of now, 759 biosphere reserves have been established in 136 countries and regions worldwide, supporting the livelihoods of approximately 236 million people. The total area of biosphere reserves covers 7.67 million km2, accounting for 4.10% of global terrestrial area, 5.08% of freshwater surface, and 0.21% of marine areas. The reserves encompass diverse ecosystems, including 2.22 million km2 of forests, 2.24 million …

Practical Experience And Achievements In Sustainable Development Of World Network Of Biosphere Reserves, Weihua Xu, Zuchen Ma, Günter Köck, Wenlu Chen, Zhiyun Ouyang

Bulletin of Chinese Academy of Sciences (Chinese Version)

As the core of the UNESCO “Man and the Biosphere Programme” (MAB), the World Network of Biosphere Reserves holds irreplaceable strategic value in harmonizing ecological conservation with regional sustainable development. Based on the four strategic objectives outlined in the Strategy for the Man and the Biosphere Programme (2015–2025), this study systematically analyzes the innovative practices across representative global reserves, revealing critical pathways and implementation outcomes for the sustainable development of biosphere reserves. The research demonstrates that the scientific conservation measures—including the establishment of biodiversity monitoring systems, systematic habitat restoration, and the development of genetic resource conservation networks—have significantly enhanced biodiversity …

Butte Priority Soils Operable Unit (Bpsou) Final Insufficiently Reclaimed Sites Field Sampling Plan (Fsp) Bres No. 52 – Moscow Dump, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Blazer Bridge Fund Continues Encouraging Innovative Discoveries; Announces 2024 Winners, Amy Jones

Browse All News

No abstract provided.

Collaborative Co-Design: Transforming Traditional Professional Development, Cristo Leon, James Lipuma

STEM for Success Resources

Objective: The primary aim of this project was to develop the "Online Professional Learning Exchange" (OPLE), a platform designed to support blended learning and facilitate a shift towards a Community of Practice (CoP) model. By integrating face-to-face, blended, and fully online learning situations, this move was intended to enhance the accessibility and effectiveness of professional development. Theoretical Framework: The project was grounded in theories of adult learning and community of practice. It utilized these frameworks to foster an environment where educators could collaboratively design and engage with learning materials. This approach aimed to promote sustained professional growth and mastery of …

A Global Model-Agnostic Rule-Based Xai Method Based On Parameterized Event Primitives For Time Series Classifiers, Ephrem T. Mekonnen, Luca Longo, Pierpaolo Dondio

Articles

Time series classification is a challenging research area where machine learning and deep learning techniques have shown remarkable performance. However, often, these are seen as black boxes due to their minimal interpretability. On the one hand, there is a plethora of eXplainable AI (XAI) methods designed to elucidate the functioning of models trained on image and tabular data. On the other hand, adapting these methods to explain deep learning-based time series classifiers may not be straightforward due to the temporal nature of time series data. This research proposes a novel global post-hoc explainable method for unearthing the key time steps …

Uncovering The Complexity Of Perinatal Polysubstance Use Disclosure Patterns On X: Mixed Methods Study, Dezhi Wu, Hannah Shead, Yang Ren, Phyllis Raynor Phd, Aprn, Pmhnp-Bc, Youyou Tao, Harvey Villanueva, Peiyin Hung, Xiaoming Li, Robert G. Brookshire, Kacey Eichelberger, Constance Guille, Alain H. Litwin, Bankole Olatosi Ph.D.

Publications

BACKGROUND: According to the Morbidity and Mortality Weekly Report, polysubstance use among pregnant women is prevalent, with 38.2% of those who consume alcohol also engaging in the use of one or more additional substances. However, the underlying mechanisms, contexts, and experiences of polysubstance use are unclear. Organic information is abundant on social media such as X (formerly Twitter). Traditional quantitative and qualitative methods, as well as natural language processing techniques, can be jointly used to derive insights into public opinions, sentiments, and clinical and public health policy implications. OBJECTIVE: Based on perinatal polysubstance use (PPU) data that we extracted on …

Sheared Turbulent Flows And Wake Dynamics Of An Idled Floating Tidal Turbine, Lilian Lieber, Shaun Fraser, Danny Coles, Alex Nimmo Smith

School of Biological and Marine Sciences

Ocean energy extraction is on the rise. While tides are the most predictable amongst marine renewable resources, turbulent and complex flows still challenge reliable tidal stream energy extraction and there is also uncertainty in how devices change the natural environment. To ensure the long-term integrity of emergent floating tidal turbine technologies, advances in field measurements are required to capture multiscale, real-world flow interactions. Here we use aerial drones and acoustic profiling transects to quantify the site- and scale-dependent complexities of actual turbulent flows around an idled, utility-scale floating tidal turbine (20 m rotor diameter, D). The combined spatial resolution of …