Digital Commons Network^™

Cutting-Edge Methods For Analyzing Student Behavior In Educational Settings: A Review, Shatha Talib Rashid, Hasanen S. Abdullah

Journal of Soft Computing and Computer Applications

The ability to predict students' performance in educational settings like schools and universities is crucial. A key objective of this effort is to increase academic outcomes and prevent dropout rates, among other benefits. Automating student activities, encouraged by information collected from any technology-based learning tool, has an important role in the process here. Those big quantities of information ought to be completely studied theoretically and processed for gaining worthy insights concerning a student's background as well as interacting with scientific missions, facilitating the development of advanced ways and algorithms to predict students' performance. The current study reviews several contemporary mechanisms …

Arson Event Detection Using Yolov9, Ali Abbas Abbod, Matheel E. Abdulmunimb, Ismail A. Mageed

Journal of Soft Computing and Computer Applications

Detecting event anomalies is crucial for surveillance systems, as it enables the identification of occurrences in videos, both temporally and spatially. It can identify deviations from patterns without requiring human oversight by learning from past information to distinguish normal behavior and pinpoint irregularities. Early detection of arson fires is critical to mitigating damage, public safety, property, and the environment, as well as saving lives and aiding in law enforcement investigations. The objective of this study is to evaluate a system for detecting events using the You Only Look Once version 9 (YOLOv9) model in surveillance videos with a focus on …

Predicting Earthquake Location Using Convolutional Neural Network-Attention Mechanism Approach, Mohammed A. Jaleel Shaneen, Suhad M. Kadhem

Journal of Soft Computing and Computer Applications

In seismically active areas, earthquake prediction is essential for minimizing potential damages and preserving lives. However, precise forecasts are complicated to achieve because of seismic events’ complex and unpredictable nature. The current study presents an advanced prediction approach to address such issues, combining Convolutional Neural Networks (CNNs) and Attention Mechanism (AM). The primary goal is to improve the accuracy of the earthquake predictions and the generalizability across various mainland Chinese regions. AM layer emphasizes significant features for improving the prediction performance, whereas CNNs are utilized to extract spatial features of seismic data. The efficiency and effectiveness of the proposed approach …

Elemental Analysis Of Sediments In Johnson County, Kansas: Applications In Fluvial Suspended Sediment Tracing, Kiena Campbell

Undergraduate Theses, Capstones, and Recitals

This exploratory study investigates whether bulk elemental analysis of sediment samples using inductively coupled mass spectrometry (ICP-MS) can reveal chemical signatures that identify anthropogenic contributions to sedimentation and increased fluvial suspended sediment loads, and whether these contribution sources can be identified. Human activity, urbanization, and changes in land use increase erosion, resulting in higher-than-natural suspended sediments (SS) in waterways and increasing sedimentation in reservoirs across the state of Kansas. These threats to freshwater storage capacity are especially urgent given the projected rise in freshwater demand in the Great Plains region driven by climate change. Understanding the origin of anthropogenic SS …

The Aerodynamics Of Swept, Canted, And Slotted Winglets, Andrew K. Mahler

Mechanical Engineering Master's Theses

Winglets have been used to improve the aerodynamic performance of wings. They do this by decreasing the lift induced drag that is experienced by the wing. The winglet modifies the wingtip vortex generated by adjusting both its size, location and strength. Motivated by previous research on the manipulation of wake vorticity through the use of a forward or backward sweep discovered originally when investigating crescent wings, the presented work investigates the role of sweep, cant and slots on winglets. Sweep was first applied to positive and negative canted wings with a symmetric airfoil, the ONERA M6. The wing flows were …

Storytelling In Reappraisal: How Narratives Can Change Emotion, Makabe Aberle

Undergraduate Theses, Capstones, and Recitals

Emotion regulation strategies, including cognitive reappraisal, are essential for maintaining psychological well-being. While prior work has demonstrated the effectiveness of reappraisal and begun to dig into different specific aspects such as the goals and structure of reappraisals, little is known about how the narrative quality of generated reappraisals impacts their success. The present, preregistered study investigated whether the quality of reappraisal narratives is associated with decreases in negative emotion following reappraisal. Participants across two studies (N = 342) wrote about a recent stressor and then reappraised the event by writing a redemption narrative. Narratives were rated for qualities such as …

Sex And Control In Redeemer Georgia, Anthony Michael Kreis

Georgia State University Law Review

This Essay explores the interplay of history, law, and morality behind the first abortion law in Georgia. Examining the philosophical underpinnings of liberty and equality as articulated in Georgia’s constitutional history through time, this Essay highlights the moral contradictions inherent in the legal frameworks of Reconstruction Georgia. The origin of Georgia’s 1876 abortion law contains multitudes—rooted in race-based contestations for political power, the sociological evolution of medical practice, and evolving attitudes on individual rights. At times, White elites used abortion to attack Yankee culture and stir up racist fears about moral contagion associated with Radical Republicans. To this end, when …

Medication Abortion And The Mails: The Ghost Of Anthony Comstock Rides Again?, Lars Noah

Georgia State University Law Review

Mail-order dispensing of the prescription drug mifepristone has become the latest flashpoint in this country’s long-running debate over abortion access. It also has brought back from the dead one of the oldest federal statutes to address that contentious subject. In their fight to limit access to a drug approved by the FDA one quarter of a century ago, abortion opponents have rediscovered the Comstock Act. Although amended on several occasions since 1873, Congress never managed to repeal or clarify its ambiguous language relating to abortion. On its narrowest reading, this provision would have no impact whatsoever on access to mifepristone; …

What's Freedom Got To Do With It? Occupational Freedom And The Illusion Of Choice, Bojan Perovic

Georgia State University Law Review

This Article critically examines the concept of occupational freedom, arguing that the legal right to choose and pursue a profession, as enshrined in many constitutional systems, remains largely theoretical for vast segments of the population. While legal frameworks recognize occupational freedom, socioeconomic barriers, systemic discrimination, and cultural norms continue to impede genuine access to professions. Using historical examples like the exclusion of women from the legal profession or racial segregation under apartheid, this Article illustrates how law can act as both an instrument of oppression and a tool for progress.

Through a comparative analysis of case law from Germany, South …

Enhancing Water Scarcity Resilience In Egypt Through Machine Learning-Driven Phenological Crop Mapping And Water Use Efficiency Analysis, Surendra Maharjan, Wenzhao Li, Shahryar Fazli, Aqil Tariq, Rejoice Thomas, Cyril Rakovski, Hesham El-Askary

Mathematics, Physics, and Computer Science Faculty Articles and Research

Agriculture forms the backbone of Egypt’s economy, with the Nile Valley and Delta serving as key production zones for crops like wheat, rice, and clover. However, the sector faces mounting pressure from water scarcity, as it depends almost entirely on the Nile for irrigation, making it necessary to map major crops for assessing Water Use Efficiency (WUE) and informing agricultural planning. In this study, we used machine learning (ML) techniques—specifically Support Vector Machine (SVM) to time-series phenological data and optical indices (Enhanced Vegetation Index (EVI), Bare Soil Index (BSI), Land Surface Water Index (LSWI), Normalized Difference Vegetation Index (NDVI), and …

The Preliminary-Hearing Swindle: A Crime Against Procedure, Michael D. Cicchini

Loyola of Los Angeles Law Review

It is incredibly easy for a prosecutor to file a complaint, thus setting the criminal litigation machinery in motion. But in felony cases, defendants are entitled to a preliminary hearing which serves as a check on prosecutorial power. The “prelim” is an adversarial hearing at which the prosecutor must present evidence and call witnesses who are subject to cross-examination. The prelim’s purpose is to test whether there is probable cause to believe the defendant committed a felony, thus preventing “hasty, malicious, improvident and oppressive prosecutions.”

Nearly all states allow prosecutors to use hearsay, with limitations, at the prelim. Given that, …

To Educate A Mockingbird: California’S Commitment To Inclusive Education, Nicholas Mckenna

Loyola of Los Angeles Law Review

Education in the United States has long been a battleground where state authority and individual liberties intersect, shaping what and how students learn. California enacted Assembly Bill 1078 (AB 1078) to counter restrictive trends on classroom discussions about race and gender. The bill mandates that instructional materials reflect the state’s diverse heritage, which has raised critical questions about state power in public education.

This Note argues that AB 1078 aligns with and reinforces the Supreme Court’s vision of public education as a space for the free exchange of diverse ideas. By embodying antitotalitarian principles, AB 1078 ensures that public schools …

Evolutionary Dynamics Of Artificial Agents: Exploration And Learning In Games, Brian Mintz

Dartmouth College Ph.D Dissertations

The natural world abounds with examples of complex behavior in humans and many other species. Evolutionary game theory is a powerful mathematical framework to understand the origins of many such behaviors like cooperation. Since these behaviors are often selected against initially, understanding why they are so widespread has been a longstanding question. Rather than assuming agents' rationality, like in traditional game theory, this approach studies the mutation and selection of strategies themselves. However most behavior is neither perfectly rational nor entirely determined by genetics. This dissertation works to bridge the gap between these two perspectives by analyzing models where individuals …

Evaluation Of Ecostress Collection 2 Evapotranspiration Products: Strengths And Uncertainties For Evapotranspiration Modeling, Zoe Amie Pierrat, Adam J. Purdy, Gregory Halverson, Joshua B. Fisher, Kanishka Mallick, Madeleine Pascolini-Campbell, Youngryel Rye, Martha C. Anderson, Claire Villanueva-Weeks, Margaret C. Johnson, Brenna Hatch, Evan Davis, Yun Yang, Kerry Cawse-Nicholson

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

The ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) collects thermal observations from the International Space Station to support evapotranspiration (ET) research at fine spatial resolutions (70 m × 70 m). Initial ET from ECOSTRESS Collection 1 was used in scientific research and applications, though subsequent analyses identified areas for improvement. This study outlines updates to ECOSTRESS Collection 2 ET and presents an accuracy assessment of ET and auxiliary variables validated against in situ data from AmeriFlux. Key updates in Collection 2 include use of four independent model estimates of instantaneous latent energy (LE) and improved auxiliary forcing data. …

Urban-Rural Divide In Inequality’S Impact On Substance Abuse, Jonathan E. Flores

Undergraduate Theses, Capstones, and Recitals

This thesis focuses on investigating the relationship between income inequality, measured through the Gini coefficient, and drug addiction, proxied through substance-related mortality. Specifically, this thesis focuses on how these dynamics vary across rural and urban counties in the United States, using population size as a proxy. County-level data from 2016 to 2020 were collected through both the CDC and the Census Bureau and subsequently analyzed using Stata, with crude death rates from drug and alcohol causes serving as a function of the Gini coefficient, labor force participation, racial composition, and other socioeconomic indicators. Through a quadratic version of the model, …

Basic Theory And Implementations Of Quantum Error Correction, Derek Rodriguez

Undergraduate Theses, Capstones, and Recitals

The introduction of quantum computing has presented algorithmic solutions to computationally difficult challenges that are far more efficient than those of classical computers. These algorithms leverage the properties of quantum mechanics to manipulate the quantum properties of subatomic particles, requiring immense precision and stability. Current quantum hardware, however, is too noisy and introduces too many errors for these algorithms to be useful in practice, necessitating the use of error correction algorithms. This field survey seeks to introduce various principles of quantum mechanics relevant to quantum computing and quantum error correction (QEC), detail the implementation and motivations of a basic QEC …

Narrating The New Cold War: Investigating Chinese Cyber Propaganda And Sino-American Tensions On Bilibili, William G. Highfill

Undergraduate Theses, Capstones, and Recitals

This thesis examines Bilibili, a Chinese video-sharing platform originally known for its anime, comics, and gaming (ACG) content, as a critical site for the formation and circulation of nationalist discourse in the context of a “New Cold War” between the United States and China. As ideological rivalry increasingly shifts from traditional state media and military posturing to decentralized digital platforms, Bilibili offers a unique case study in how propaganda evolves in participatory online spaces. Through a combination of digital ethnography and discourse analysis, this research explores how Bilibili’s algorithmic infrastructure, comment culture (弹幕), and remix-oriented design allow users to not …

The Magdala Moms Of La Jolla, Rebecca Shepard

Dartmouth College Master’s Theses

The Magdala Moms of La Jolla is a satirical novel set at The Magdala School, an elite Christian academy in La Jolla, California, where social status, curated faith, and community performance are indistinguishable. The story follows Mitzi Madigan, a brash, ambitious mother whose carefully constructed persona hides a troubling past. Her world begins to unravel when Caroline—a single mother working in construction—is granted a scholarship for her daughter, Emma, to attend Magdala.

As Emma enters the private school’s polished social ecosystem, she begins to uncover the secrets buried beneath the sun-drenched surface. The Mag Moms, a clique of hyper-polished, scripture-quoting …

Jurisdictional Values, Scott R. Bauries

Loyola of Los Angeles Law Review

This Article explores the values underpinning judicial decision-making in the constitutional domains of personal and legislative jurisdiction. It begins with a brief examination of value theory, emphasizing how intrinsic and teleological values shape legal frameworks and judicial outcomes. The analysis reveals that traditional jurisdictional doctrines have historically prioritized sovereignty and federalism, balancing these state-centric concerns with the individual fairness protections afforded by the Due Process Clauses. Through a detailed review of recent Supreme Court cases, the Article highlights a jurisprudential shift toward integrating additional values such as international comity, access to justice, and the mitigation of forum shopping. The Article …

Simplicial Decomposition And Realization, Matthew Ellison

Dartmouth College Ph.D Dissertations

In simplicial decomposition, we define two invariants --- V_Z and V_Q --- which represent notions of integral and rational volume of a certain class of simplicial complexes. We prove V_Z and V_Q are additive under disjoint union and connected sum, and investigate `integrality gaps' between the two quantities. We apply the theory to establish a conjecture of Sleator, Thurston, and Tarjan on tetrahedral fillings, and, as a corollary, obtain a new proof of Pournin's 2012 result on the diameter of the associahedron. In simplicial realization, we provide practical sufficient conditions and computer code to prove the existence of Euclidean embeddings …

Integrating Explainable Machine Learning And Transcriptomics Data Reveals Cell-Type Specific Immune Signatures Underlying Macular Degeneration, Khang Ma, Hosei Nakajima, Nipa Basak, Arko Barman, Rinki Ratnapriya

Faculty, Staff and Students Publications

Genome-wide association studies (GWAS) have established key role of immune dysfunction in Age-related Macular Degeneration (AMD), though the precise role of immune cells remains unclear. Here, we develop an explainable machine-learning pipeline (ML) using transcriptome data of 453 donor retinas, identifying 81 genes distinguishing AMD from controls (AUC-ROC of 0.80, CI 0.70–0.92). Most of these genes were enriched in their expression within retinal glial cells, particularly microglia and astrocytes. Their role in AMD was further strengthened by cellular deconvolution, which identified distinct differences in microglia and astrocytes between normal and AMD. We corroborated these findings using independent single-cell data, where …

Digital Domination: How Technology Threatens Privacy Rights, Kirsten Zonkowski

NSU Undergraduate Law Journal

This paper examines how rapid technological advancements have outpaced existing legal protections for privacy rights in both the U.S as well as world-wide. By analyzing landmark Supreme Court cases and federal legislation, it highlights the vulnerabilities individuals face from digital surveillance, data mining, and third-party data collection. The paper argues that current legal frameworks are fragmented and outdated, calling for comprehensive reforms. Recommended solutions include adopting federal privacy legislation modeled after the GDPR, passing a constitutional amendment to safeguard digital privacy, and implementing mandatory transparency and accountability measures for technology companies. These reforms are essential to preserving individual freedoms in …

Irish Environmental Humanities, Emily Reiff

James Joyce Literary Supplement

No abstract provided.

Albert L. Altman: A Political Model For Leopold Bloom, Shelly Harder

James Joyce Literary Supplement

No abstract provided.

Criticism By Other Means, Ericson Charlie

James Joyce Literary Supplement

No abstract provided.

The Death Of Joyce: From Author To Reader, Trisevgeni Bilia

James Joyce Literary Supplement

No abstract provided.

Comparative Analysis Of Loss Of Control Definitions, Owen D. Poborsky

Journal of Aviation Technology and Engineering

“Loss of control” (LOC) is a broad term in aviation used to describe an event or series of events that resulted in an accident or incident of an aircraft. Many definitions of LOC exist for aircraft while maneuvering on the ground and in the air. The purpose of this study is to synthesize the numerous LOC definitions found in the literature and from government and rulemaking organizations to better understand the importance of airspeed awareness as it relates to LOC events at low altitudes. Furthermore, emphasis shall be placed specifically on flight training within general aviation, as significant LOC statistical …

Developing Lawyering Skills In The Age Of Artificial Intelligence: A Framework For Legal Education, Julie L. Kimbrough

Journal of Technology Law & Policy

This Article explores the emergence of generative artificial intelligence technology in legal education and law practice. It first offers historical perspective by examining the development of online legal research systems and other existing law practice technology tools that leverage artificial intelligence. This Article then proposes a framework for legal education based on twenty-first-century competencies that advance human interaction with legal technology tools. Next, this Article recommends that law schools incorporate these competencies into learning outcomes along with a holistic approach to teaching technology-driven lawyering skills as a strategy to narrow the learning gap between legal education and law practice. It …

The Role Of Antitrust And Pole-Attachment Oversight In Tva Broadband Deployment, Ben Sperry, Geoffrey A. Manne, Kristian Stout

Journal of Technology Law & Policy

As part of the Infrastructure Investment and Jobs Act (IIJA), signed by President Joe Biden in November 2021, Congress provided $42.5 billion for broadband deployment, mapping, and adoption projects through the Broadband Equity, Access, and Deployment (BEAD) program, with the stated goal of directing the funds to close the so-called “digital divide.” But actions by pole owners—such as refusing to allow broadband companies to attach their lines on reasonable and nondiscriminatory terms—threaten to slow broadband deployment significantly.

Section 224 of the Communications Act exempts municipal and electric-cooperative (co-op) pole owners, such as the LPCs, from oversight by the Federal Communications …

Ping-Chong-Jiang-Ni Formula Effectively Inhibits Migration And Invasion Of Endometriosis 12z Cell Line Via Trip13, Jiahua Peng, Shuzhen Liu, Yunxiang Xie, Min Xiao, Chichiu Wang, Ruining Liang

Journal of Food and Drug Analysis

The Ping-Chong-Jiang-Ni Formula (PCJNF), a compound of Traditional Chinese Medicine (TCM), has demonstrated remarkable clinical effectiveness and is widely utilized in the treatment of endometriosis (EMs). Previous studies have shown that PCJNF inhibits the proliferation and induces the apoptosis of ectopic endometrial stromal cells (EESCs) by modulating the JNK signaling pathway. In our most recent study, published in January 2024, we found that PCJNF effectively alleviates EMs-associated pain by reducing inflammatory mediators, including tumor necrosis factor-alpha (TNF-α) and nerve growth factor (NGF). Furthermore, PCJNF down-

regulates the expression of transient receptor potential vanilloid 1 (TRPV1), phosphorylated TRPV1 (p-TRPV1), and protein …