Digital Commons Network^™

A Triple-Verification Framework For Swift, Real-Time Detection Of Anomalous Sensor Readings In Large-Scale Iot Systems, Taha E. Al-Jarakh, Inas Jawad Kadhim, Ayad Al-Dujaili, Eduardo Campos Mercado

Iraqi Journal of Computers, Communications, Control and Systems Engineering

Due to the massive expansion of Internet of Things systems and the variety of anomalous data resulting from faulty sensors, cyberattacks, or communication failures, it has become difficult to handle this type of data. Although current machine learning and statistical analysis techniques offer high accuracy in detecting anomalies, these methods alone are not sufficient for handling massive amounts of data in real-time. Therefore, the idea arose to propose a Triple-Verification Framework to detect and block anomalous data. The first stage of the framework acts as a firewall to block incoming messages from blocklisted/unauthorized sensors or carrying unknown schemes. In the …

A Corpus Linguistics-Driven Hybrid Deep Representation Framework Incorporating Majority Voting For Enhanced Automatic Spoken Language Identification, Lubin Balasubramanian, J. Uthayakumar, Niranjana Kumara M, Sariga Arjunan

Iraqi Journal of Computers, Communications, Control and Systems Engineering

Spoken Language Identification (SLID) is a well-researched area. It has previously been recognized as a crucial first stage in every multi-lingual speech recognition system. Latest developments in artificial intelligence (AI) and deep learning (DL) are used to highly strengthen the performance of SLID systems, allowing them to perform a crucial part in mainstream applications The gathered speaker utterances have been entered into the DL network for training phase. The language equivalent to the great posterior probability is then recognized as the target language. This study introduces an Enhancing Automatic Spoken Language Identification with Corpus Linguistics and Ensemble Deep Representation (EASLI-CLEDR) …

Prevalence Of Vitiligo In East Africa: Systematic Review And Meta-Analysis, Kedir Seid, Chala Getaneh Jaleta, Sintayehu Samuel Lorato, Mitiku Desalegn, Dawit Tesfaye Rundasa, Yohannes Godie Ashebir, Olyad Kuma Getahun, Gebeyehu Lakew, Mathewos Mekonnen Gemmechu, Mulualem Endeshaw Zeleke, Yibeltal Assefa Atalay, Amlaku Nigusie Yirsaw, Eyob Ketema Bogale, Abiy Hailu Tikuneh, Abas Ali Hassen, Eyasu Alem Lake, Tadesse Nigussie, Bushra Bibi, Fikiru Yigezu Y. Jaleta, Abebe Gedefaw Belete, Genanew Kassie Getahun

Research outputs 2022 to 2026

Background: Vitiligo is a chronic skin disorder characterized by the loss of melanocytes, resulting in depigmented macules and patches. No accurate estimate has been made of the prevalence of vitiligo in East Africa.

Objectives: To determine the prevalence of vitiligo in East Africa via a systematic review and meta-analysis of the literature.

Methods: A systematic review and meta-analysis were performed in accordance with the PRISMA guidelines. Eleven articles were retrieved from PubMed/MEDLINE, Embase, Scopus, Google Scholar, Science Direct, Web of Science and African Journals Online. Microsoft Excel was used to extract the data, which were then exported to STATA 17 …

Women's Experiences Of Menstrual Pain And Perceptions Of Acupuncture: A Qualitative Study, Weiting Liu, Amanda Towell-Barnard, Khui Hung Lee

Research outputs 2022 to 2026

Introduction: Menstrual pain is a common reproductive health concern that can substantially disrupt physical, emotional, and social well-being, yet it is frequently normalised and insufficiently addressed within healthcare encounters. Acupuncture is increasingly used as a complementary approach for menstrual pain management; however, little qualitative research has explored how women understand, interpret, and navigate this option within their menstrual care.

Methods: A qualitative descriptive study was conducted using four online focus groups with 14 women aged 19–46 years residing in Australia who self-reported primary dysmenorrhea. Participants were purposively sampled from respondents to a previous cross-sectional survey study who had indicated willingness …

Festivalization As A Tool For Revitalizing Historic Sites The Case Of Maqa’Ad El-Sultan Qaitbay, Cairo, Egypt, Mona Helmy, Sherin Ashraf

Architectural Engineering

Historic sites are vital components of cities' urbanism, embodying distinctive spatial, architectural, and cultural narratives that shape their character. Their significance extends beyond the built environment, arising from the interplay between tangible elements, such as building forms and spatial organization, and intangible socio-cultural aspects. In many historic sites in Egypt and the Arab world, underuse has led to a decline in social vibrancy, reducing their contribution to the urban fabric. To address this issue, global strategies and tools such as adaptive reuse, placemaking, and festivalization have been employed to revitalize historic public spaces. This research explores the potential of festivalization …

How Did We Get Here?, Michael J. Klarman

Fordham Law Review

President Donald J. Trump’s second administration has transgressed basic rules and norms of democracy and the rule of law in myriad ways. Below, I have laid out my own top ten list of transgressions, though others could surely have made out a good case for their own “favorites.” It would not be difficult to come up with a longer list, yet the purpose of my Levine Lecture is less to describe where we are than to explain how we got here. Following an enumeration of Trump administration transgressions, my lecture turns to two questions. First, why have traditional checks on …

The Role Of Reliance In Stare Decisis Doctrine, Rochelle Hestnas

Fordham Law Review

The U.S. Supreme Court’s recent treatment of reliance interests in stare decisis doctrine is in flux. The Court has overruled long-standing precedent such as Roe v. Wade and Planned Parenthood of Southeastern Pennsylvania v. Casey with scant analysis as to how reliance interests factor into stare decisis doctrine, despite continuing to name reliance as a factor that should be considered. Arguments for whether and how reliance interests deserve protection are inherently challenging because it cannot be the case that every precedent should stand. Using Dobbs v. Jackson Women’s Health Organization as a case study, this Note analyzes the Court’s claim …

The Alien Enemies Act Of 1798, Andrew Kent

Fordham Law Review

For the first time since World War II—and for the first time ever outside a formally declared war—an American president has invoked the Alien Enemies Act of 1798 to detain and deport noncitizens. Enacted during the Quasi-War with France, the Act’s operative language remains largely unchanged today. In March 2025, President Donald J. Trump proclaimed that members of the Venezuelan gang Tren de Aragua present in the United States are “alien enemies,” asserting that their activities, allegedly coordinated with President Nicolás Maduro’s government, constitute an “invasion” or “predatory incursion” within the meaning of the statute. Litigation challenging the invocation of …

News That Will Not Break: How The First And Fourth Amendments Can Jointly Protect The Press From Secret Government Intrusions Into Newsgathering, Julianna Margolin

Fordham Law Review

The modern constitutional and statutory framework permits the U.S. government to obtain journalists’ confidential source information and work product by secretly serving third-party service providers with subpoenas. While the First Amendment protects journalists and the Fourth Amendment guards against unreasonable government searches, new technology and the involvement of third parties complicate the balance between independent newsgathering and government access.

This Note examines reporters’ privilege jurisprudence stemming from the seminal U.S. Supreme Court decision Branzburg v. Hayes, which declined to recognize a categorical privilege. This Note also explores the subpoena power in the digital age as it converges with privacy …

Public Libraries, Limited Forums: Critiquing The Fifth Circuit’S Decision In Little V. Llano County, Spencer Emelia Petrick-Knoll

Fordham Law Review

Conflicts over the collections of public libraries have become increasingly frequent in the twenty-first century. In 2025, the Fifth Circuit held that library collections are government speech, thereby preventing patrons from challenging book removals. This Note critiques that decision and analyzes which First Amendment doctrine should govern the curation decisions of a public library. It examines the historical evolution of the public library and First Amendment doctrine to argue for classification of the public library’s collection as a limited public forum. This classification allows libraries to make reasonable, viewpoint-neutral decisions about retaining books in their collections while ensuring that viewpoint …

Splitting The Baby: Determining The Causation Standard In Family And Medical Leave Act Retaliation Claims, Eliana C. Singer

Fordham Law Review

The Family and Medical Leave Act (FMLA) guarantees employees unpaid leave following certain qualifying events. The FMLA not only provides substantive rights but also prohibits retaliation against employees who exercise those rights. When employees face unlawful retaliation, they can bring retaliation claims against their employers. However, there is disagreement among courts as to how to evaluate these claims. More precisely, courts are split concerning whether employees must prove their use of leave was a but-for cause of retaliation, or merely that it was one of an employer’s mixed motives for retaliating. The U.S. Courts of Appeals for the Second and …

The Mirage Of Meta Pixel Code: Redefining Pii In The Era Of Generative Ai, Sophie Venter

Fordham Law Review

Data privacy laws are intended to put consumers in control of whether their identifying data can be sold and used for targeted advertising. However, these laws do not provide adequate protections in the era of generative artificial intelligence (AI). This Note examines one way that existing privacy law permits companies to profit from selling data for targeted advertising without obtaining user consent: transferring video watching data in a pixel code. Some U.S. Courts of Appeals have determined that these data transfers do not sufficiently identify users and the videos they watched to constitute violations of user privacy. This has led …

Operationalising Equity In Ecosystem-Based Fisheries Management, Riley Bibaud, Tom Mullier, Matthew Ashley, Holly Niner, Lauren Stewart, Siân Rees

School of Biological and Marine Sciences

Equity is increasingly recognised as a critical dimension of sustainable ocean governance, yet operational frameworks for incorporating equity considerations into marine governance remain limited. Fisheries management practices have traditionally concentrated on stock sustainability and commercial extraction, often without fully addressing the broader ecosystem dynamics that underpin fish populations throughout key life stages. This study explores how Ecosystem-Based Fisheries Management (EBFM) can support more equitable outcomes by applying a beneficiary-centric natural capital framework to the Celtic Sea and Western Channel Pelagic Fisheries Management Plan. A typology of beneficiaries was developed to assess the distribution of ecosystem service benefits, followed by a …

Timing Matters: Contrasting Public Sentiment During Wuhan’S And Shanghai’S Covid-19 Lockdowns, Xuanda Pei, Yuzuru Isoda, Tomoki Nakaya, Clive E. Sabel

School of Geography, Earth and Environmental Sciences

Optimal crisis management depends on how much the public can tolerate stringent measures. Using large-scale Weibo microblog data and two sentiment analysis models, this study investigated and compared public sentiment responses during the COVID-19 lockdowns in Wuhan and Shanghai, focusing on how residents’ emotional expressions evolved across different stages of the pandemic. Binary and six-emotion sentiment analysis models based on bidirectional encoder repre-sentations from transformers (BERT) were employed to examine how the two cities developed distinct emotional trajectories. Emotional responses in Wuhan followed emotional Phases of Disaster, with sharp tran-sitions from shock to solidarity, followed by disillusion-ment. Conversely, Shanghai’s residents …

Lord Of All I Survey: United States As Imperial Trustee Of The Insular Territories, Dolace Mclean

Cardozo Law Review

This Article examines the language of colonization established in the seminal Supreme Court case of Downes v. Bidwell, which has resulted in America’s five existing overseas territories becoming long-term colonies of the United States. Downes was decided in 1901, and it set up the U.S. Supreme Court’s Insular Cases jurisprudence in which the territories are considered unincorporated into the United States and therefore are subject to Congress’s plenary authority through the Territorial Clause of the U.S. Constitution. The U.S. Supreme Court has had a few opportunities to overrule the Insular Cases but has declined to do so. This Article argues …

Sharksrx Newsletter Fall 2026, Nova Southeastern University

NSU Sharks Rx

No abstract provided.

Faculty Listing

MC Law Review

No abstract provided.

How Many Pieces Form A Forbidden Picture? Protecting Privacy Through The Mosaic Theory Of The Fourth Amendment, Sam Ciaccio

MC Law Review

No abstract provided.

The High Cost Of Low Pay: How Mississippi's Compensation System For Indigent Defense Violates The Sixth Amendment, Whitney L. Dowell

MC Law Review

No abstract provided.

Restoring The Right To Effectiveness: How An Unreasonably High Burden For Proving Ineffective Assistance Violates The Sixth Amendment, May Hebert

MC Law Review

No abstract provided.

Red, White, And Due: How The Due Process Clause Can Prevent Homeless Encampment Cleanouts From Sweeping Individual Rights Under The Rug, Codie Hicks

MC Law Review

No abstract provided.

Judges In Command: How Judicial Creativity In Interpreting The Ftca Harms Military Discipline, John Clyde Ready

MC Law Review

No abstract provided.

Closing Loopholes Or Creating Gaps: The Future Of Obstruction Of Justice Laws After Fischer V. United States, Helaina Theos

MC Law Review

No abstract provided.

Revisiting Water Use Household Behavior In Metro Manila: Evidence From The Almost Ideal Demand System Model, Albert E. Lamberte

Angelo King Institute for Economic and Business Studies (AKI)

This study revisits household water use behavior in Metro Manila by estimating residential water demand using the almost ideal demand system (AIDS) and the merged 2021 Family Income and Expenditure Survey-Labor Force Survey. The analysis examines how households respond to price, income, and cross-commodity changes under the two concessionaires, Manila Water (east zone) and Maynilad (west zone). Both have operational environments that differ substantially, particularly in non-revenue water (NRW), tariff structures, and service reliability. Results show that water demand is moderately price-inelastic in both zones. However, households serviced by Maynilad exhibit higher price and income elasticities, reflecting tighter expenditure constraints …

On Stage: Startling Visibility, Operatic Drama, And George Tooker’S Un Ballo In Maschera, Alex Del Dago

Art Inquiries

As a part of its centennial advertising campaign, the Metropolitan Opera in New York commissioned the American figurative painter George Tooker (1920-2011) to create a fine art image inspired after Giuseppe Verdi’s 1859 opera, Un Ballo in Maschera. Within the artist's composition, themes around masquerading, skepticism, and surveillance arise, all of which are common threads within both Tooker’s and Verdi’s work. Primary questions that can be asked from looking at this type of subject matter include: who is truthfully themselves, who may be someone other than they initially say they are, and most importantly, how does the ambiguity of gendered …

Robert Indiana, Love, Biblical Authority, And American Art In The 1960s, David Mccarthy

Art Inquiries

Years before Robert Indiana suggested that his canonical LOVE paintings and sculptures carried erotic connotations, he was explicit in indicating that the series was to be understood as spiritual. In 1973, as the United States Postal Service issued some three hundred and thirty million stamps with his design, he specifically explained that the genesis of LOVE should be traced to his childhood training in Christian Science. Although scholars have certainly acknowledged this background, none, so far, have sufficiently addressed the actual foundational text of the faith, nor have they adequately addressed the evidence of Christian references found in the artist’s …

On Loss And Absence: Textiles Of Mourning And Survival, Art Institute Of Chicago, Chicago, Il, Elizabeth S. Hawley

Art Inquiries

No abstract provided.

Floating World: A.A. Murakami, Museum Of Fine Arts, Houston, Tx, Yumi Park

Art Inquiries

No abstract provided.

Bard Observer Vol. 25 No. (October 2026), Bard College

Bard Observer, 2020 - 2029

No abstract provided.

Marie Taylor Barton And Southern Modernism, Cynthia Fowler

Art Inquiries

This paper examines the efforts by Southern artist Marie Taylor Barton (1904-1992) of Nashville, Tennessee to spread the principles of modern art to her community through her art practice and her advocacy for modern art. Barton emerged as an artist in the first half of the twentieth century. She studied with New York modern artist Ralph Pearson (1883-1958), an underrecognized but highly influential art teacher, at his summer school in Gloucester, Massachusetts. While in Gloucester, she also heard lectures by artist Hans Hofmann and visited Dartmouth College to see José Clemente Orozco’s mural The Epic of American Civilization (1932-34) that …