Digital Commons Network^™

Eeg-Based Multi-Scale Perturbed Brain Cognitive Pattern Recognition Network For Gamer Level Classification, Lijun Jiang, Yanping Chen, Kexuan Liu, Xingyuan Chen, Li Dong, Weiya Ma, Diankun Gong, Dezhong Yao

General Human Environmental Sciences Faculty Publications and Presentations

Electroencephalogram (EEG)-based classification of video game experts versus amateurs reveals cognitive brain patterns underlying complex abilities, with applications in attention modulation, medical rehabilitation, and health monitoring. While deep learning has advanced EEG-based cognitive state detection, challenges remain in extracting meaningful patterns from noisy data and preventing reverse inference attacks on user privacy. Here, we propose a novel multi-scale perturbed brain cognitive pattern recognition network (MsPE). Its key contributions are: (1) a multi-scale weak encryption method with attention mechanisms that protects privacy by perturbing EEG signals in temporal and frequency domains; (2) ConvFormer modules with adaptive channel sizes (3, 5, 15) …

Love Is Dead In The Restless West: Hippies, Manson, And California Culture, 1966-1970, Rebecca Allen

Scripps Senior Theses

Though an extreme aberration from most of the hippie counterculture of the 1960s, Charles Manson’s ultimately murderous cult arguably represents something particular about American culture in the late sixties, in which youthful hostility towards the status quo sometimes grew radical, and in the case of the Manson Family cult, extremely violent. By the mid-sixties, more and more young people began to feel alienated by a culture they felt no longer embodied their larger aspirations, and as a result, were drawn to the emerging counterculture that embraced alternative lifestyles that frequently clashed with the traditional sensibilities of their parents’ generation. After …

The Association Between Obstetric Violence And Postpartum Depression Among Latina Women In The United States: An Integrative Review, Natalia Alameda

Scripps Senior Theses

Obstetric violence, a structural form of gender-based violence, involves abuse, mistreatment, or neglect by healthcare providers during obstetric care. It is often associated with childbirth trauma and may result in physical and psychological harm to mothers and children, including postpartum depression. Postpartum depression is a major depressive episode occurring during pregnancy or within four weeks following delivery. While these concepts are often studied independently, few studies examine their intersection, particularly among Latina women in the United States. To address this gap, an integrative literature review was conducted to explore the association between obstetric violence and postpartum depression among Latina women. …

Medicare Drug Price Negotiations: A Blueprint For Ethical Pricing Across The Healthcare System, Jacqueline Fox

FIU Law Review

In a healthcare system with scarce resources, profit that exceeds the value of what is being paid for cries out for justifications. The Medicare Drug Price Negotiation Program, created by the Inflation Reduction Act of 2022, is a new program that allows Medicare to begin negotiating with drug companies to determine the maximum fair price for a small set of drugs. This Article argues that the methods for conducting these negotiations represent a significant step forward in a dramatic and important reordering of how we view the healthcare financing system, allowing us to consider rational, coherent concepts of value without …

Publisher

FIU Law Review

No abstract provided.

Dei And Antisemitism: Bred In The Bone, Suzanna Sherry

FIU Law Review

The article explains why no one should have been surprised by the antisemitism that exploded on college campuses after October 7, 2023. The article demonstrates that the worldview espoused by the DEI (diversity, equity, and inclusion) movement -- and its cousins, antiracism and wokeness -- is inherently and inevitably antisemitic. The antisemitism "bred in the bone" of DEI was bound to come to the surface eventually, and it did.

Inflammatory Mediators And The Rage Pathway In Placental Tissues Of Pregnancies Complicated By Severe Preeclampsia, Neelima Chandra, Thomas D. Kimble, Kathleen R. Heim, Sharon M. Anderson, Andrew P. Wong, Andrea R. Thurman, Gustavo F. Doncel

CONRAD Publications

Introduction: Preeclampsia (PE) is a complex multisystem disorder of pregnancy associated with abnormal placentation, vascular anomalies, and systemic inflammation and hypertension. Previous research assessing inflammatory triggers of the condition used plasma, amniotic fluid, or explant samples. Studies using placental tissue from either vaginal or cesarean deliveries are confined to semiquantitative analysis using subjective scoring methods and generally involve a small sample size.

Methods: In this study, we have quantified the expression of inflammatory mediators by immunohistochemical image analysis of archived placental tissues obtained from cesarean delivery of preeclamptic, chorioamnionitic, and normal pregnancies.

Results: Among the inflammatory mediators, we found a …

Punishing Violence, Shima Baradaran Baughman

American University Law Review

The American criminal justice system doles out the harshest punishments in the world. It is infamous for its protracted criminal sentences and prodigious criminal code. But what most scholars and policymakers overlook is that the United States punishes only a fraction of the total serious crime that occurs in the country—including violent crime.

Approximately twenty million serious crimes occur in America each year, but only about half of these are reported to police. Of those reported, the police make arrests for an average of only twenty percent of serious crimes, and only ten percent of arrests result in a conviction. …

Arbitrator Selection Default Rules, Irene M. Ten Cate

American University Law Review

This Article makes the case for changing the default settings for the selection of arbitrators in international commercial arbitration. For three-member tribunals, the rules of most international arbitration institutions provide that each party picks an arbitrator. The institution or the co-arbitrators then select the tribunal’s president. This prescription, which parties may set aside by agreement, codifies longstanding practices and corresponds to the strong preference of international arbitration insiders. Nonetheless, I argue that arbitration rules should default toward institutional selection of all arbitrators.

Switching the default nudges parties that can’t take full advantage of the arbitrator selection game—due to inexperience, lack …

Shrines Of Discrimination: A Comparative Exploration Of American And Indian Approaches To Balancing Religious Freedom And Equal Rights, Sree Vedala

MC Law Review

Religious freedom and equality, foundational human rights, often clash in legal contexts, particularly when religious practices justify discriminatory actions. The U.S. judiciary has grappled with this tension, as exemplified in Masterpiece Cakeshop v. Colorado Civil Rights Commission and Yeshiva University v. YU Pride Alliance. These cases reflect opposing judicial tendencies: deference to religious beliefs versus prioritization of equality. However, neither case established a clear framework for balancing these rights. This article examines India’s "essentiality test," which assesses whether a religious practice is integral to a faith, as a potential model for resolving such conflicts. By comparing U.S. and Indian …

Amending Rule 15.3 Of The Mississippi Rules Of Criminal Procedure To Fully Capture Boykin V. Alabama And Acknowledge Systemic Coercion Indigent Defendants Face In Mississippi, Sarina P. Larson

MC Law Review

The U.S. Constitution—not a state—is what governs questions of constitutionality. It follows that for a state court to make a constitutionally sufficient record of a defendant’s waiver at their plea, the complete interpretation as to sufficiency by the United States Supreme Court must be followed. This Comment stands for the proposition that when Rule 15.3 of the Mississippi Rule of Criminal Procedure was adopted in 2017, it misinterpreted the call of the United States Supreme Court in Boykin v. Alabama, 395 U.S. 238 (1969). Ultimately, this Comment suggests amendments to Rule 15.3 that would place it in compliance with Boykin, …

College Courts: Administrative Abuse Of Title Ix And Its Consequences, Noah Bloomberg

MC Law Review

This article examines the contentious application of Title IX in addressing campus sexual assault, tracing its evolution through recent presidential administrations. Initially designed to combat sex-based discrimination in education, Title IX has been expansively interpreted to regulate university adjudication of sexual violence cases. Policies introduced during the Obama administration mandated quasi-judicial procedures, sparking debates over fairness and due process, while Trump-era reforms shifted focus toward protecting the rights of accused students, prompting criticism from victims' advocates. The article argues that these approaches have overstepped Title IX's intended purpose, burdening universities and creating systemic challenges for survivors and the accused alike. …

End-To-End License Plate Detection And Recognition In Iraq Using A Detection Transformer And Ocr, Younis Al-Arbo, Hanaa F. Mahmood, Asmaa Alqassab

Mesopotamian Journal of Computer Science

Automatic License Plate Recognition (ALPR), DEtection TRansformer (DETR), Deep Learning for Object Detection, Optical Character Recognition (OCR), Region-Specific Vehicle Identification

Using Wearable Technology For Context-Aware Of Pilgrimage Management System During/Post-Pandemic Of Covid-19, Fatina Shukur, Ahmed Al-Fatlawi, Safaa Jasim Mosa, Nasir Ibrahim

Mesopotamian Journal of Computer Science

Hajj is an annual event placed in Saudi Arabia. It is one of the largest religious gatherings, such that it gathers millions of pilgrims from all around the world. The pandemic of Covid-19 is not over yet, and could likely be part of our life for a long time. Also, it is negatively affecting such mass gatherings. The aim of this research is to facilitate the overall hajj event while maintaining peoples’ health, safety, and security. Therefore, we use a technology that helps to reduce direct contact between pilgrims themselves as well as with other entities, such that human interaction …

Pickin In Petticoats: Lotta Crabtree And Women In The Elevation Of The Banjo, Michael Wright

World Music Textbook

This chapter explores early 20th century efforts to distance the banjo from its African American roots to meet the demands of a rising market of women players, highlighting actress Lotta Crabtree's influential role in reshaping the instrument's identity.

‘An Intriguing But Ambiguous Privilege’: Adventures In Franco-Irish Relations Through The Prism Of The Diplomatic Meal, Elaine Mahon

Books/Book Chapters

This essay discusses the welcome banquet held in February 1945 in honour of the newly appointed French diplomatic envoy to Ireland, Jean Rivière, hosted by Éamon de Valera at Iveagh House, the headquarters of the Irish Department of External Affairs. The banquet took place at a moment when ‘an intriguing but ambiguous privilege’ had been granted by Charles de Gaulle’s Provisional Government to Ireland as the only country permitted to retain its diplomatic representative to France in the post-liberation period. Following the fall of the Vichy regime and the liberation of France in August 1944, de Gaulle’s government de- manded …

Note From The Department Chair, William Munro

Res Publica - Journal of Undergraduate Research

No abstract provided.

Editors' Introduction, Luke Alberstett, Victoria Ballesteros-Gonzalez

Res Publica - Journal of Undergraduate Research

No abstract provided.

Authors' Biographies

Res Publica - Journal of Undergraduate Research

No abstract provided.

Juvenile Record Expungement Policy In Illinois, Emma Kudelka

Res Publica - Journal of Undergraduate Research

This policy paper explores juvenile expungement policies and their broader social impact. Research suggests that lenient expungement laws help prevent discrimination in education, housing, and military service, aiding rehabilitation youth offenders' reintegration. The paper begins with a historical overview of Illinois juvenile law, highlighting its shift from punitive to rehabilitative approaches. It then examines key legislation, including the Juvenile Court Act, Juvenile Justice, and Delinquency Prevention Act, and Youth Opportunity and Fairness Act. Illinois's juvenile expungement laws are analyzed, covering eligibility, process, and timeline. A comparative analysis follows, contrasting Illinois' policies with those of California and Florida to emphasize differences …

A Comprehensive Review On Hydrophobic Modification Of Biopolymer Composites For Food Packaging Applications, Sneha Sabu Mathew, Amit K. Jaiswal, Swarna Jaiswal

Articles

Biopolymers derived from biological sources are safe, abundant, eco-friendly, and economical substitutes for synthetic polymers. However, intrinsic properties of biopolymer films, such as abundant hydrophilic groups, weak mechanical properties, low resistance to heat, and poor barrier properties, need to be addressed to restrict them from being used before employing them for food packaging applications. Hydrophobic modification of biopolymers is crucial to enhance their suitability for food packaging applications. Various approaches, including nanocomposites, essential oil incorporation, and chemical modifications have been investigated to address the limitations of biopolymer packaging materials. Utilizing excipients which are deemed safe for consumption effectively achieves the …

A Critical Review Of Consumer Perception And Environmental Impacts Of Bioplastics In Sustainable Food Packaging, Junjie Lin, Amit K. Jaiswal, Swarna Jaiswal

Articles

As awareness of environmental issues deepens and the demand for sustainability grows among societies, businesses, and consumers, minimizing the environmental impact of food packaging has become increasingly important. Bioplastics offer a promising solution due to their use of renewable resources (such as plants), their biodegradability, and their ability to retain the protective properties of traditional plastics. This review discusses recent advancements and trends in sustainable food packaging, emphasizing the role of bioplastics. Several typical types of bioplastics are introduced, along with an analysis of their advantages and limitations. Furthermore, this study investigates consumers' attitudes toward bioplastic food packaging, emphasizing their …

Experimental Investigation Of A Wall-Bounded Dual Jet Flow For Varying Reynolds Number: Flow Visualisation, Hydrodynamic Characteristics, And Associated Heat Transfer, P. J. Murphy, S. Alimohammadi, S. M. O'Shaughnessy

Articles

A wall bounded dual jet is the combination of a wall jet, flowing adjacent to a solid boundary, and a second parallel flowing jet offset from the boundary by some distance. The dual jet flow is distinctly different to that of either wall or offset jet, particularly in the region near the jet exit plane. This study represents just the 2nd experimental investigation of the flow characteristics of a dual jet flow past a solid surface. The primary aim of the present investigation is to capture flow data to accompany the dual jet thermal data previously published by the authors …

Exploring Rust’S Performance In A Serverless Environment, Saoirse Mullen, Gary Clynch

Academic Poster Collection

Exploring Rust’s Performance in a Serverless Environment

Ai-Based Predictive Analytics For Network Operations, Timur Nikisin, David White

Academic Poster Collection

AI-Based Predictive Analytics for Network Operations

Dough Rheology Properties As Affected By The Inclusion Of Oat Drink Residue Flour: A Multivariate Analysis Approach, Mahmoud Said Rashed, Eimear Gallagher, Jesus M. Frias, Milica Pojić, Shivani Pathania

Articles

The global shift towards plant-based food consumption presents significant environmental benefits, yet the consequential rise in related by-products still imposes a challenge to be addressed. The present work was carried out to evaluate the rheological properties of bread dough as affected by the incorporation of dry fractionated oat drink residue flours as a functional ingredient to identify the optimum condition for incorporating fibre-rich ingredients in bakery products. Mechanically dry fractionated, dried oat drink residue flour of particle size F1: > 150, F2: 150-224, and F3: 224-300 μm was blended with strong wheat flour at 10% and 20% substitution levels of the …

Farmers' Experiences Of Transitioning Towards Agroecology: Narratives Of Change In Western Europe, Maria Markiewicz-Keszycka, Áine Macken-Walsh, Aileen Carter, Simon Mooney, Emma J. Devereux, Maeve Henchion, Paul Hynds

Conference papers

Transitioning to agroecology on dairy and beef farms is touted as a sustainable response to environmental externalities. The current study conducted narrative interviews with farmers who transitioned towards agroecological food production by implementing pro-environmental diversification measures in the Republic of Ireland, the United Kingdom and France. The study aimed to determine farmers' experiences of agroecology and used a thematic approach for the analysis. Results indicate that the motivations, values and principles of farmers transitioning to agroecology are closely aligned with the ideology of the new/peasantry. Farmers' decisions were primarily influenced by ecological principles and a sense of responsibility towards environmental …

Power Saving In Open Ran By Using Advanced Cpu Scheduling Algorithm, Saish Urumkar, Sachin Sharma

Conference papers

Open RAN is an emerging wireless technology that is gaining significant attention for its potential to enable flexi- ble, cost-efficient, and interoperable networks. Reducing power utilization in Open RAN, particularly for 5G base stations (gNodeBs) deployed in remote areas, remains a critical challenge due to limited power availability. In our previous work, we developed a CPU scheduling algorithm that optimized core allocation based on load conditions, reducing power utilization for gNodeB in a virtualized Open RAN environment. Extending our previous work, this paper introduces an advanced CPU scheduling for Open RAN designed to reduce power utilization in real hardware Open …

Demonstrating The Impact Of Cpu Scheduling On Power Consumption In Virtualized Open Ran, Saish Urumkar, Sachin Sharma

Conference papers

Open RAN (Open Radio Access Network) is a next- generation wireless network gaining significant research interest globally due to its potential to provide a cost-efficient and scalable solution for growing network demands. Energy efficiency is an important area of focus in Open RAN deployments, as reducing power consumption while maintaining network performance is essential for sustainable wireless communication. This paper demonstrates the impact of CPU (Central Processing Unit) scheduling process priorities on power consumption and network performance in an Open RAN NodeB deployed on a testbed in the USA. The experimental results are demonstrated using two scenarios: (1) CPU Priority-Based …

Patterns Of Myopia Progression In European Adults, Michael Moore, Gareth Lingham, Daniel I. Flitcroft, James Loughman

Research Outputs: 2025-Present

No abstract provided.