Digital Commons Network^™

Remote Justice & Domestic Violence: Process Pluralism Lessons From The Pandemic, Andrea K. Schneider, Heather Hlavka, Sameena Mulla, Erin Schubert, Aleksandra J. Snowden, Jennica Webster

Articles

Domestic violence procedures, like so many court processes around the world, were forced to go online and remote during the pandemic. The impact was dramatic-there were fewer restraining order petitions filed in the first place and an even lower amount granted. In short, domestic violence survivors, among the most vulnerable in our court system, were even more challenged in the last two years. Like many court systems, Milwaukee will never go back to being fully in-person for all procedures in conjunction with domestic violence. The evolving hybrid choices could provide additional access to justice, or these processes could create additional …

Pattern And Polarization Diversity Multisector Annular Antenna For Iot Applications, Abel Zandamela, Nicola Marchetti, Max Ammann, Adam Narbudowicz, Wroclaw University Of Science And Technology

Articles

This work proposes a small pattern and polarization diversity multisector annular antenna with electrical size and profile of ka=1.2 and 0.018λ, respectively. The antenna is planar and comprises annular sectors that are fed using different ports to enable digital beamforming techniques, with efficiency and gain of up to 78%and 4.62 dBi, respectively. The cavity model analysis is used to describe the design concept and the antenna diversity. The proposed method can produce different polarization states (e.g., linearly and circularly polarized patterns) and pattern diversity characteristics covering the elevation plane. Owing to its small electrical size, low-profile and diversity properties, the …

How Visual Stimuli Evoked P300 Is Transforming The Brain–Computer Interface Landscape: A Prisma Compliant Systematic Review, Jai Kalra, Prashasti Mittal, Nirmiti Mittal, Abhishek Arora, Utkarsh Tewari, Aviral Chharia, Rahul Upadhyay, Vinay Kumar, Luca Longo

Articles

Non-invasive Visual Stimuli evoked-EEGbased P300 BCIs have gained immense attention in recent years due to their ability to help patients with disability using BCI-controlled assistive devices and applications. In addition to the medical field, P300 BCI has applications in entertainment, robotics, and education. The current article systematically reviews 147 articles that were published between 2006-2021*. Articles that pass the pre-defined criteria are included in the study. Further, classification based on their primary focus, including article orientation, participants’ age groups, tasks given, databases, the EEG devices used in the studies, classification models, and application domain, is performed. The application-based classification considers …

Schizo-Net: A Novel Schizophrenia Diagnosis Framework Using Late Fusion Multimodal Deep Learning On Electroencephalogram-Based Brain Connectivity Indices, Nitin Grover, Aviral Chharia, Rahul Upadhyay, Luca Longo

Articles

Schizophrenia (SCZ) is a serious mental condition that causes hallucinations, delusions, and disordered thinking. Traditionally, SCZ diagnosis involves the subject’s interview by a skilled psychiatrist. The process needs time and is bound to human errors and bias. Recently, brain connectivity indices have been used in a few pattern recognition methods to discriminate neuro-psychiatric patients from healthy subjects. The study presents Schizo-Net , a novel, highly accurate, and reliable SCZ diagnosis model based on a late multimodal fusion of estimated brain connectivity indices from EEG activity. First, the raw EEG activity is pre-processed exhaustively to remove unwanted artifacts. Next, six brain …

An Aggregation-Based Algebraic Multigrid Method With Deflation Techniques And Modified Generic Factored Approximate Sparse Inverses, Anastasia Natsiou, George A. Gravvanis, Christos K. Filelis-Papadopoulos, Konstantinos M. Giannoutakis

Articles

In this paper, we examine deflation-based algebraic multigrid methods for solving large systems of linear equations. Aggregation of the unknown terms is applied for coarsening, while deflation techniques are proposed for improving the rate of convergence. More specifically, the V-cycle strategy is adopted, in which, at each iteration, the solution is computed by initially decomposing it utilizing two complementary subspaces. The approximate solution is formed by combining the solution obtained using multigrids and deflation. In order to improve performance and convergence behavior, the proposed scheme was coupled with the Modified Generic Factored Approximate Sparse Inverse preconditioner. Furthermore, a parallel version …

Nesnet: A Deep Network For Estimating Near-Surface Pollutant Concentrations, Prasanjit Dey, Bibhash Pran Das, Yee Hui Lee, Soumyabrata Dev

Articles

Atmospheric pollution has become a serious threat in recent years. The advancements and expansion of industrial activity and civilization have been the major catalysts. With serious consequences like climate change and global warming, the onset of which is already being observed, keeping a check on atmospheric pollutant levels is now more important than ever. Trace gases play a major role in atmospheric chemistry. Many of these are also regarded as major atmospheric pollutants. The concentration of gases, such as (SO2), (O3), (NO2), etc., are indicators of air quality. Therefore, in this study, we primarily concern ourselves with concentrations of NO2, …

Rate Of Change Of Direct-Axis Current Component Protection Scheme For Inverter-Based Islanded Microgrids, Abdolhamid Farshadi, Behzad Keyvani Eydi, Hamed Nafisi, Hossein Askarian-Abyaneh, Arash Beiranvand

Articles

Rapid growth in the utilization of the inverter-interfaced distributed energy resources (IIDERs) in microgrids has brought new challenges in the network protection area. Microgrid protection specifically becomes a concern during operation in the islanded mode. There is a considerable reduction in fault current levels in this mode compared to when the microgrid is connected to the grid, which makes conventional algorithms operate with significant delay or, in many cases, not even pick up the fault. This paper proposes a protection algorithm based on the rate of change of direct-axis current component ( id ) to protect inverter-based microgrids (IBMGs). The …

Opportunities Of Iot In Fog Computing For High Fault Tolerance And Sustainable Energy Optimization, A. Reyana, Sandeep Kautish, Khalid Abdulaziz Alnowibet, Hossam Zawbaa, Ali Wagdy Mohamed

Articles

Today, the importance of enhanced quality of service and energy optimization has promoted research into sensor applications such as pervasive health monitoring, distributed computing, etc. In general, the resulting sensor data are stored on the cloud server for future processing. For this purpose, recently, the use of fog computing from a real-world perspective has emerged, utilizing end-user nodes and neighboring edge devices to perform computation and communication. This paper aims to develop a quality-of-service-based energy optimization (QoS-EO) scheme for the wireless sensor environments deployed in fog computing. The fog nodes deployed in specific geographical areas cover the sensor activity performed …

A Multidimensionality Reduction Approach To Rainfall Prediction, Menatallah Abdel Azeem, Prasanjit Dey, Soumyabrata Dev

Articles

The rainfall has an impact on various fields and industries, including transportation, construction, tourism, health, and wildlife preservation. Accurate rainfall prediction is essential for mitigating the negative impact of rainfall on these sectors. However, previous studies on rainfall prediction have been mainly based on datasets from North America, Europe, Australia, and Central Asia, covering different periods. This study proposes using weather datasets covering the past 5 to 10 years to capture recent patterns in weather data. Additionally, the curse of dimensionality can impact model performance and lead to overfitting. Therefore, this study proposes utilizing dimensionality reduction techniques to ensure that …

An Integrated Model For Information Adoption&Trust In Mobile Social Commerce, Fulya Acikgoz, Abdelsalam Busalim, James Gaskin, Shahla Asadi

Articles

ABSTRACT Despite the growing importance of mobile social commerce (ms-commerce), little research has been conducted on the effects of informational and social factors on users’ post-adoption behavior. We, therefore, build on the understanding of mobile social commerce in the UK market and how it affects users’ post-adoption behaviors. Our theoretical model leverages the information adoption model, social support theory, and social influence theory. Data was gathered from 377 ms-commerce users from the UK and analyzed via Partial Least Squares (PLS-SEM). The research findings show that both informational and social factors have a positive impact on information adoption in ms-commerce apps. …

Survey Data On Dysfunctional Attitudes, Personality Traits, And Agreement With Persuasive Techniques, Annye Braca, Pierpaolo Dondio

Articles

Persuasion techniques play a vital role in human commu- nication, influencing various aspects of our lives. With the increasing prevalence of digital platforms, these techniques have permeated online spaces such as websites, mobile apps, games, and social media. This article presents a dataset col- lected via a survey, designed to gather information about in- dividuals’ demographics, personality traits, dysfunctional at- titudes, and their responses to statements embedded with persuasion techniques. Core messages promoting paid news subscriptions, blood donations, and exercise serve as the fo- cus, while definitions and examples of persuasive techniques are provided. By analyzing this comprehensive dataset, re- …

The Potential And Limitations Of Conversational Agents For Chronic Conditions And Well-Being, Ekaterina Uetova, Lucy Hederman, Robert J. Ross, Dympna O'Sullivan

Articles

Conversational agents are becoming more common in the health and wellness domains in part due to assumptions regarding potential improvements in individuals’ outcomes. This paper presents initial findings from a review of conversational agent use in healthcare for chronic conditions and well-being. A search of the literature was performed on electronic databases PubMed, ACM Digital Library, Scopus and IEEE Xplore. Studies were included if they were focused on chronic disorder management, disease prevention or lifestyle change and if systems were tested on target user groups. This paper investigates the health domains, the user profiles and reasons why conversational agents may …

Developing Persuasive Systems For Marketing: The Interplay Of Persuasion Techniques, Customer Traits And Persuasive Message Design, Annye Braca, Pierpaolo Dondio

Articles

This paper presents a comprehensive review of persuasion techniques and their applications in the context of designing persuasive communication systems for marketing purposes. The study provides a condensed taxonomy of techniques and offers examples to guide the development of effective persuasive messages. Furthermore, the paper explores how attitudes, personality traits, and emotions can be leveraged as input data in predictive models, including machine learning approaches. The study's findings offer valuable insights for the design and implementation of persuasive communication systems across diverse contexts, including marketing and advertising, public health campaigns, and political messaging. This paper has the potential to serve …

The Iris Clinic: A Protocol For A Mixed-Methods Study Evaluating The Management Of Hyperemesis Gravidarum, Eileen O'Brien, Jean Doherty, Sarah Louise Killeen, Melanie Bennett, Lillian Murtagh, Sinead Curran, Suzanne Murphy, Helen Mchale, Lucille Sheehy

Articles

Hyperemesis Gravidarum (HG) is a severe form of nausea and vomiting in pregnancy that affects 0.3–3% of women and has profound nutritional, physical and psychological consequences. Research is lacking regarding the most effective management of the condition. In response to patient feedback, a multidisciplinary HG day-case service (IRIS Clinic) was launched in 2020 at The National Maternity Hospital, Ireland. The clinic provides routine, day-case care in a comfortable space with pre-booked appointments. The MDT involves midwives, dietitians, perinatal mental health, obstetrics and pharmacy, and the nature of the clinic enables peer-to-peer support. As this clinic is the first of its …

Defamation With Bayesian Audiences, Yonathan A. Arbel, Murat C. Mungan

Articles

How strictly should the law regulate false defamatory statements? We first show that the presence of judicial errors often puts defamation law on a Laffer curve: regulation that is too lax or too strict is inferior to moderate regulation. While moderate regulation is ideal, it is not always attainable because of practical and legal constraints. With these constraints, we consider a Bayesian audience that takes the strictness of defamation law into account when evaluating statements. The optimal standard is then taxer than is prescribed by standard models with naive audiences. These findings underscore the importance of accounting for audience effects …

The Credibility Effect: Defamation Law And Audiences, Yonathan A. Arbel

Articles

What should be the legal response to false statements? In the context of defamation law, courts try to set a standard that balances the interests of speakers and their potential targets. This article empirically demonstrates an unappreciated effect of such decisions on third parties: a credibility effect. Using a series of lab experiments, I find that defamation law makes individuals more trusting of reports from various media. This credibility effect is desirable when the report is true but can lead to unintended consequences in the case of misinformation. In particular, the credibility effect is shown to cast a stigma on …

Disarmament Is Good, But What We Need Now Is Arms Control, Daniel H. Joyner

Articles

This article aims to correct a number of misconceptions held by both scholars and activists about the United Nations Treaty on the Prohibition of Nuclear Weapons (TPNW), and international nuclear weapons law generally. It first reviews the development of international law related to nuclear weapons, and provides a novel taxonomy of legal obligations divided into three substantive categories. It then examines the TPNW within that taxonomy, and considers how it should be understood to fit within this legal context. It concludes that the TPNW is essentially a nuclear disarmament treaty. While it should be welcomed as a contribution to nuclear …

Crying Wolf: Neo-Patriots, Critical Race Theory, And The Constitutional Protection Of "Dangerous" Ideas, Bryan K. Fair

Articles

Most Americans do not realize that, notwithstanding the First Amendment's free speech guarantee, for most of our nation's history, judges sent men and women to prison for expressing ideas considered too "dangerous." It was not until the late 1960s that the Supreme Court rejected the clear and present danger doctrine, insisting that statutes banning speech must draw a distinction between advocacy of ideas and advocacy of imminent lawless action. The Court held that under that constitutional norm, the government could not send a Klansman to prison for expressing racist, anti-Semitic, or otherwise dangerous or offensive ideas. Since then, banning the …

Noncitizen Harboring And The Freedom Of Association, Shalini Bhargava Ray

Articles

The United States has long criminalized assistance to unauthorized migrants. It is a crime to smuggle, transport, harbor, or encourage unauthorized migrants to remain in the country, regardless of the reasons for such aid. In response to recent federal harboring prosecutions of humanitarians assisting migrants at the U.S.- Mexico border, scholars and advocates have shown tremendous interest in a defense to liability under the Religious Freedom Restoration Act and the First Amendment's Free Speech Clause. But a comparative analysis of harboring law reveals that some foreign jurisdictions conceptualize harboring law and defenses to liability in terms of citizen-migrant associations rather …

The Public Voice Of The Defender, Russell M. Gold, Kay L. Levine

Articles

For decades police and prosecutors have controlled the public narrative about criminal law. The news landscape features salacious stories of violent crimes while ignoring the more mundane but far more prevalent minor cases that clog the court dockets. Defenders, faced with overwhelming caseloads and fear that speaking out may harm their clients, have largely ceded the opportunity to offer a counternarrative based on what they see every day. Defenders tell each other about the overuse of pretrial detention, intensive pressure to plead guilty, overzealous prosecutors, cycles of violence, and rampant constitutional violations-all of which inflict severe harm on defendants and …

Opening A Federal Reserve Account, Julie Andersen Hill

Articles

To open bank accounts, new customers provide personal information and make a deposit. Within a few minutes (or perhaps a few days), new customers get access to payment services. For many years, the process financial institutions used to open accounts at FederalReserve Banks was similar. Eligible banks filled out a one-page form and within a week received an account allowing them access to the FederalReserve's payment systems. Recently, however, Federal Reserve Banks have spent years considering account requests from novel banks.

This Article examines the Federal Reserve's process for evaluating requests for accounts. Using interviews, court documents, and other sources, …

At The Nexus Of Antitrust & Consumer Protection, Luke Herrine

Articles

This Essay uses Section 5 of the Federal Trade Commission Act to examine the theoretical and practical relationship between antitrust and consumer protection law. It argues that, since roughly 1980, there has been a hegemonic "neoliberal"framework, one that has in recent years been challenged by an emerging "moral economy" framework. The neoliberal framework conceptualizes antitrust as preventing firms from conspiring to throttle output, with a focus primarily on consumers' interests in low prices, and consumer protection as making consumers informed, rational, and able to switch between competitors with relatively low cost. The moral economy framework conceptualizes both areas of law …

The Public Voice Of The Defender,, Russell M. Gold, Kay L. Levine

Articles

For decades, police and prosecutors have controlled the public narrative about criminal law. The news landscape features salacious stories of violent crimes while ignoring the more mundane but far more prevalent minor cases that clog the court dockets. Defenders, faced with overwhelming caseloads and fear that speaking out may harm their clients, have largely ceded the opportunity to offer a counternarrative based on what they see every day. Defenders tell each other about the overuse of pretrial detention, intensive pressure to plead guilty, overzealous prosecutors, cycles of violence, and rampant constitutional violations-all of which inflict severe harm on defendants and …

Common Law Constitutionalism And The Protean First Amendment, Ronald Jr. Krotoszynski

Articles

No abstract provided.

Polyphenol Characterization And Antioxidant Capacity Of Multi-Species Swards Grown In Ireland—Environmental Sustainability And Nutraceutical Potential, Samuel Rapisarda, Nissreen Abu-Ghannam

Articles

Ruminant production systems are major contributors to greenhouse gases emissions, with animal feeding practices being the main cause for methane and nitrous oxide’s release. Although feeding animals forages has been proven to be more sustainable, traditional ryegrass monocultures still require a lot of input (e.g., fertilisers and pesticides). Multi-species swards, consisting of different swards, such as grasses, forage legumes and herbs, need less management and fertiliser, produce more dry matter, and also add a variety of phytochemicals into the animal diet. In particular, polyphenols have been associated with a positive impact on animal health and productivity. However, data on the …

A Review On Nanomaterials And Nanohybrids Based Bio-Nanocomposites For Food Packaging, Kalpani Y. Perera, Amit K. Jaiswal, Swarna Jaiswal

Articles

With an increasing demand for a novel, eco-friendly, high-performance packaging material “bio-nanocomposites” has attracted great attention in recent years. The review article aims at to evaluating recent innovation in bio-nanocomposites for food packaging applications. The current trends and research over the last three years of the various bio-nanocomposites including inorganic, organic nanomaterials, and nanohybrids, which are suitable as food packaging materials due to their advanced properties such as high mechanical, thermal, barrier, antimicrobial, and antioxidant are described in detail. In addition, the legislation, migration studies, and SWOT analysis on bio-nanocomposite film have been discussed. It has been observed that the …

The Quest For Influence: Examining Russia's Public Diplomacy Mechanisms In Africa, Isaac Antwiboasiako

Articles

This article examines Russian public diplomacy mechanisms in Africa. These include the intentional use of historical ties, various aid programmes in education and health, the targeted use of international broadcasting and digital media, and the exploitation of anti-Western sentiments on the continent. Russia employs these to win the hearts and minds of African publics for its national interest. The article first explores Moscow’s public diplomacy in general and analyses the challenges Russia faces in Africa, which has become a ‘dumping ground’ for public diplomacy campaigns by the US, the EU and its members, the UK, and China. The article argues …

The Eudemonic And Hedonic Impacts Of Attending Live And Virtual Music And Art Events, Philippa Kirwan, Samantha Morris

Articles

This paper examines the under-investigated well-being impacts of arts and music events attendance, in both a live and virtual capacity. Using eudaimonia and hedonia as a measure for well-being, three objectives were investigated; 1) Do live arts and music events meet attendees eudemonic and hedonic needs? 2) Do virtual arts and music events meet attendees eudemonic and hedonic needs? 3) How do live and virtual music and art events compare in meeting attendees eudemonic and hedonic needs? The study focused on attendee’s experiences having attended both live and virtual events. Using nine semi-structured interviews this research found that live music …

Juridical Discourse For Platforms, Thomas E. Kadri

Articles

Facebook founder Mark Zuckerberg has created a private "Supreme Court," or so he says. Since 2021, his company's Oversight Board has issued verdicts on a smattering of Facebook's decisions about online speech. Cynics frame the Board as a Potemkin village, but defenders invoke analogies to separation of powers to claim that this new body empowers the public and restrains the company. Some are even calling for a single "platform supreme court" to rule over the entire industry.

Juridical discourse for platforms is powerful, but it can also be deceptive. This Response explores how juridical discourse has legitimized and empowered Facebook's …

Delegation At The Founding: A Response To Critics, Julian Davis Mortenson, Nicholas Bagley

Articles

This essay responds to the wide range of commentary on Delegation at the Founding, published previously in the Columbia Law Review. The critics’ arguments deserve thoughtful consideration and a careful response. We’re happy to supply both. As a matter of eighteenth-century legal and political theory, “rulemaking” could not be neatly described as either legislative or executive based on analysis of its scope, subject, or substantive effect. To the contrary: Depending on the relationships you chose to emphasize, a given act could properly be classified as both legislative (from the perspective of the immediate actor) and also executive (from the perspective …