Digital Commons Network^™

Credit Risk Modeling Using Interpreted Xgboost, Marcin Hernes, Jędrzej Adaszyński, Piotr Tutak

European Management Studies

Purpose: The aim of the paper is to develop a credit risk assessment model usingb the XGBoost classifier supported by interpretation issues. Design/methodology/approach: The risk modeling is based on Extreme Gradient Boosting (XGBoost) in the research. It is a method used for regression and classification problems. It is based on a sequence of decision trees using a gradient-based optimization method of the loss function to minimize the errors of weak estimators. We use also methods for performing local and global interpretability: ceteris paribus charts, SHAP and feature importance approach. Findings: Based on the research results, it can be concluded that …

Family Time: A Selection Of Bills From The Virginia 2023 Legislative Session Relating To Family, Intimate Partner Violence, And Child Welfare, Valerie L'Herrou

Richmond Public Interest Law Review

In 2023, the Commonwealth of Virginia was forced to operate without a

finalized state budget following the adjournment of the regular session of its

legislative body. The Commonwealth waited (luckily without bated breath)

for its “caboose” budget for the 2023–2024 budget cycle for nearly six

months after the General Assembly adjourned sine die, which it did on its

normal date for a “short” (odd-numbered) year on February 25, 2023.

However, most other actions taken by the Virginia General Assembly during

its 2023 session did go into effect on July 1, 2023, as usual. These include a

number of bills that …

55 Perry Place Llc V. Wolfgang Ban

All Decisions

The case involves a nonpayment proceeding initiated by the landlord against the tenant. The tenant, represented by Manhattan Legal Services (MLS) under the Universal Access to Counsel (UAC) program, moved to amend the answer and conduct discovery regarding defenses and a counterclaim of unlawful deregulation fraudulent overcharge. The landlord sought to disqualify MLS, alleging the tenant's ineligibility for free legal services due to income levels. However, the court found the landlord lacked standing to challenge MLS's qualification, as no implied right of action was demonstrated. This decision underscores the legislative intent behind the UAC program and the limitations on landlord …

Large Language Models: Ai's Legal Revolution, Adam Allen Bent

Pace Law Review

This article contemplates and advocates for the use of Artificial Intelligence (“AI”) through Large Language Models (“LLM”) in legal practice. The author ultimately addresses the need to orient LMMs within varying legal contexts including academia, private practice, as well as the U.S. court system. Additionally, the author emphasizes the inevitability of AI and LLM systems infiltrating legal practice, and the reality that the industry must acknowledge and accept these systems to regulate and to provide better while still ethical legal services. Large Language Models: AI’s Legal Revolution, begins by walking the reader through the history of technological innovation of AI, …

Do Judges Understand Technology? How Attorneys And Advocates View Judicial Responsibility In Cyberstalking And Cyberharassment Cases, Kateryna Kaplun

International Journal on Responsibility

As new technologies emerge and are increasingly used to commit interpersonal cybercrimes like cyberstalking and cyberharassment, the legal system lags in assisting victims in obtaining justice in these types of experiences. This qualitative research study explores how attorney and advocate interviewees from Illinois, New Jersey, and New York view judges’ responsibility to the law in cyberstalking and cyberharassment cases. This study finds three themes: judges’ lack of understanding of technology and its harms, discretion, and law on the books versus law in action as important factors and frameworks that contribute to why judges do not consider the importance of technology …

Law School News: For 30 Years: A Justice-Centered Mission 12-19-2023, Helga Melgar

Life of the Law School (1993- )

No abstract provided.

Microeconomic Social And Resource Barriers To Music Education Expansion In Impoverished South Carolina Areas, Anna Susanne Holley

Doctoral Dissertations and Projects

Despite much information in outreach in impoverished areas, research has yet to fully show the barriers to music education expansion in poverty-level South Carolina. This qualitative study is conducted using previous data for correlation through research analysis of social attitudes and resource-based barriers to participation rates and expansion of music education throughout South Carolina. Research discovered that impoverished students are much less likely to participate in music education and less than 25% of United States seniors, whether public or privately educated, are actively participating in music education programs. Lastly, statistics shows less than half of students with access to music …

The Retirement Of Chief Justice Frank F. Drowota, Iii: A Tribute To A Legal Legend And All Around Nice Guy, Lisa Rippy, Marshall Davidson

Tennessee Journal of Law and Policy

No abstract provided.

Sports Medicine Research And Testing Laboratory, Petitioner V. Board Of Equalization Of Salt Lake County, State Of Utah, And Utah State Tax Commission, Respondents., Utah Supreme Court

Utah Supreme Court Briefs (2021– )

Brief of Appellee Review of final agency action of the Utah State Tax Commission, Appeal No. 20-1618 before Judge Jane Phan

Bruce Olson (2468) RAY QUINNEY & NEBEKER P.C. Attorneys for Sports Medicine Research and Testing Laboratory

SIM GILL (6389) District Attorney for Salt Lake County Timothy A. Bodily (6496) Bradley C. Johnson (10638) Deputy District Attorneys Attorneys for Salt Lake County Board of Equalization

Seeking Higher Ground: Developing A Tribal Model Code For Disaster And Emergency Management In A Complex Jurisdictional Environment, Brian Candelaria

American Indian Law Journal

“The teepee is much better to live in;

always clean, warm in winter, cool in summer; easy to move. The white man builds his big house, cost much money, like big cage, shut out sun, can never move; always sick. Indians and animals know better how to live than white man; nobody can be in good health if does not have all the time fresh air, sunshine, and good water.”

- Chief Flying Hawk[1]

In 2019, I opened my submission for the Sovereignty Symposium’s Doolin Award with the statement above. The entry was accepted and reprinted in the American …

Public Interest Burnout: Seven Factors That Increase The Risk, Sandra Simkins

DePaul Journal for Social Justice

No abstract provided.

The Minutes Of The Marshall University Staff Council Meeting, December 2023, Marshall University Staff Council

Staff Council Minutes

No abstract provided.

Mendez V Hidalgo

All Decisions

No abstract provided.

Rolando Hernandez-Martinez V. Attorney General United States Of America

2023 Decisions

Agency

Addressing Chronic Violence From A Gendered Perspective: Fostering People-Centered Approaches At The National Level (Case Study: Jamaica), Elena B. Stavrevska, Nattecia Nerene Bohardsingh, María Dolores Hernández Montoya, Tania Cecilia Martínez, Briana Mawby, Aliza Carns

Kroc IPJ Research and Resources

Violence has traditionally been viewed through the lens of armed conflict or specific, concrete violent incidents. However, it is necessary to understand that violence may be a chronic phenomenon— a persistent, deeply ingrained aggression affecting daily lives.

The report makes the case for reconceptualizing violence in the Women, Peace and Security (WPS) and gender equality fields, building upon feminist conceptions of the continuum of violence to recognize that societal structures, systemic discrimination and even pervasive cultural norms can be sources of violence. This comprehensive view has significant implications for policy, demanding multisectoral strategies that address not just symptoms but the …

Front Matter And Table Of Contents

University of Miami Inter-American Law Review

No abstract provided.

Good Newsletter December 12, 2023, Seattle University School Of Law Dean

GOOD NEWSletter

No abstract provided.

Strategies For Minority Owned Businesses’ Success, Dr. Phillip J. Stewart

Walden Dissertations and Doctoral Studies

No abstract provided.

Esg, Public Pensions, And Compelled Speech, Mark R. Kubisch

Texas A&M Law Review

Investing based on Environmental, Social, and Governance (“ESG”) principles has dramatically increased in recent years. Many institutional investors— including public pension funds funded by mandatory contributions from government employees—now incorporate ESG principles into their investment and engagement strategies even though certain aspects of ESG, such as investing to reduce carbon emissions, are politically controversial. Over this same period, courts have reaffirmed that the First Amendment protects individuals from being compelled to associate with or to subsidize the speech of third parties. Indeed, applying this compelled speech doctrine, the Supreme Court recently overruled a forty-year-old precedent that allowed states to force …

Jeremy Props., Llc V. Franklin

All Decisions

No abstract provided.

Summary Of Record For The 107th Session Of The Committee On The Elimination Of Racial Discrimination, Sarah Dávila A., Alejandra Palacios

Faculty White Papers

No abstract provided.

Moody V. Netchoice, Llc: Amici Brief Of National Security Experts On Behalf Of Neither Party, Barbara Mcquade

Appellate Briefs

Amici represent a broad cross-section of the national security community and have significant operational and policy expertise in combatting terrorism. They include former career and politically appointed officials, across Republican and Democratic administrations, from the National Security Council staff, Office of the Director of National Intelligence, Central Intelligence Agency, Department of Homeland Security, Department of Justice, Federal Bureau of Investigation (FBI), Department of Defense, and Department of State, as well as former members of Congress with national security credentials and other national security experts. A complete list of amici is included in the Appendix.< \p>

As experienced national security experts, prosecutors, …

Poverty In The Aftermath Of Katrina: Reimagining Citizen Leadership In The Context Of Federalism, Gregory L. Volz, David E. Robbins, Vanessa E. Volz

Tennessee Journal of Law and Policy

No abstract provided.

Toward Equal Access To Justice: Rethinking The Role Of Law Schools, Douglas A. Blaze

Tennessee Journal of Law and Policy

No abstract provided.

Tenth Anniversary Of University Of Tennessee Pro Bono, E. Riley Anderson

Tennessee Journal of Law and Policy

No abstract provided.

On The Freedom To Associate Or Not To Associate With Others, Thomas Kleven

Tennessee Journal of Law and Policy

No abstract provided.

Lgbtq+ Friendly End Of Life Essentials, Natalie Witt

Honors Theses

Without someone else being chosen to handle end of life care decisions and funeral arrangements, these decisions go to the person’s legal next of kin. Many people are not close with their next of kin, such as their parents, siblings, or children. Spouses are also legal next of kin. There are many reasons not to want your next of kin making these important decisions, one of which may be that you are not close with or do not trust that person.

For many transgender people, bad relationships with their families can mean violence and transphobia, even after death. Transgender people …

Board Of Directors Quarterly Meeting - Open Session Book 12/01/2023, Uc Law Sf

2023 Board of Directors Agenda and Materials

No abstract provided.

Issue 38.1 Full Issue

Journal of Rural Social Sciences

No abstract provided.

Sex Trafficking: Saudi Arabian Women's Perspectives, Jennifer O. Rowland

Walden Dissertations and Doctoral Studies

No abstract provided.