Digital Commons Network^™

Mitigating Algorithmic Bias: Strategies For Addressing Discrimination In Data, Sonia Gipson Rankin

Faculty Scholarship

This article examines the pervasive issue of algorithmic bias, particularly within large language models (LLMs) and the legal system. It argues that unlike simple programming bugs, these biases are deeply ingrained in the design and training data of artificial intelligence (AI) systems. By understanding the historical roots of bias and its realworld consequence across various sectors, we can develop effective strategies to mitigate its impact and ensure AI serves as a tool for progress. Weaving together historical insights, case studies, and forward-looking recommendations, the article aims to equip legal professionals with the knowledge and tools necessary to lead the charge …

Identity Configuration Of Physician Clinician Educators: A Mixed Methods Study, Lindsey D. White

Organization, Information and Learning Sciences ETDs

This study explores identities of physician clinician educators (CEs) and finds that their identities are multiple and that the COVID-19 pandemic impacted CE identity configuration. Following a sequential explanatory mixed-methods design (quan -> QUAL), participants (n = 115) completed the Physician Clinician Educator Identity Survey (PCEIS) and semi-structured interviews (n = 12). Exploratory factor analysis resulted in a three-factor model; the PCEIS is an acceptable measure of singular CE identity, collective identity, and the impact of the COVID-19 pandemic on CE identity. Qualitative results confirmed the quantitative results and revealed that CEs experience identity enhancement and conflict among multiple identities …

Essays On The Societal Impacts Of Housing Programs And Substance Use Disorder Treatment, Rex W. Sitti

Economics ETDs

I present three essays that contribute to understanding the secondary costs and benefits associated with programs that address homelessness and substance use disorder (SUD) treatment. The first essay investigates whether homeless shelters impact property values. Despite anecdotal claims of property devaluation, endogeneity challenges limit empirical research on homelessness programs. Using data from the Department of Housing (HUD) and Seattle’s King County Department of Assessment, I address these challenges using spatial difference-in-differences methodology, revealing nuanced effects favoring permanent supportive housing. The second essay leverages the Built for Zero program to examine the link between homelessness and crime. Analyzing HUD and crime …

Uncovering Over 150 Years Of Herbarium Specimen Data To Examine The Impacts Of Climate Change On Alpine Plant Phenology In The Southern Rocky Mountains, Erin Berkowitz

Museum Studies Theses

Due to generalized botanical collecting practices, herbarium specimens provide important long term data dating back hundreds of years. The historical data preserved in herbaria can be used to study biological responses to climate change, such as changes in plant phenology, across various habitats including understudied alpine ecosystems. This study will use historical data from over one hundred years of plant collecting, along with updated collecting and community science efforts, to investigate how climate change is influencing alpine plant phenology in the Southern Rocky Mountains. These records will be analyzed alongside historical climate data to explore phenological sensitivities to climate change, …

Evaluative Analysis Of The Incorporation Of Ict In The Solving Of Mathematical Problems In Primary Education Students With The Help Of Neutrosophic Statistics On Fuzzy Data, Gladys Martha Flores-Choque, Beker Maraza-Vilcanqui, Nain Maraza-Vilcanqui, Queke Maraza-Vilcanqui, Jesús Ttito-Quispe, Elizabeth Norma Calixto-Arias, Liliana Huaranga-Rivera, Aniceto Elías Aguilar-Polo

Neutrosophic Sets and Systems

This paper aims to determine the influence of incorporating Information and Communication Technologies (ICT) in solving mathematical problems in students of the Primary Educational Institution N° 70656 Ricardo Palma Puno, Peru. To collect the information, a pre-test and a post-test were applied in the variable "resolution of mathematical problems" to an experimental group that received classes with the help of the use of ICT. The test was applied to a control group of the same age that followed the traditional method of learning mathematics. Teachers were asked to evaluate children using a linguistic scale because it is simpler and more …

Study Of Knowledge And Preservation Of Traditional Stories Of The Shipibo-Konibo Culture In Primary School Students Based On Neutrosophic Logic, Hulda Cahuaza Ochavano, Beker Maraza Vilcanqui, Elizabeth Norma Calixto Arias, Aniceto Elías Aguilar Polo, Iris Katheryne Mori Cairuna, Walter Arturo Quispe Cutipa, Maritza Soria Ramírez, Roció Del Águila Sandoval

Neutrosophic Sets and Systems

This paper aims to determine the knowledge and preservation of traditional stories of the Shipibo-Konibo culture in students of the Primary Educational Institution No. 64161-Bilingue Nuevo Nazareth de Iparia, Peru in 2023. A population of 119 students from the educational institution was considered, whom we interviewed personally after filling out a questionnaire to collect information regarding their knowledge of traditional stories of the Shipibo-Konibo culture. The opinions of the children surveyed are given in the form of linguistic values associated with Single-Valued Neutrosophic Numbers. The data is processed with the help of some propositions according to the neutrosophic logic. The …

Proceedings Of The International Conference Called Neutrosophy And Plithogeny: Fundamentals And Applications, 8-9 July 2024, Universidad Cesar Vallejo, Lima, Peru, Florentin Smarandache, Mohamed Abdel-Basset, Maikel Y. Leyva-Vázquez, Said Broumi

Neutrosophic Sets and Systems

We are pleased to present this special issue dedicated to the Neutrosophic approaches in research, on the occasion of the international and multidisciplinary conference Neutrosophy and Plithogeny: Fundamentals and Applications (Spanish) held at the Universidad César Vallejo in Lima, Peru, on July 8 and 9. This event marks a significant milestone, as it is the first time that the Andean region and Latin America host scholars and researchers dedicated to studying various theoretical and applicative issues in the expansive and diverse field of Neutrosophic approaches. Since its conception, Neutrosophic theory has proven to be an interdisciplinary and innovative field, notably …

Neutrosophic Statistical Analysis Of The Efficacy Of Biostimulants In Amaranth Varieties, Carlos Torres Miño, Christina Lozano, Emerson Jácome, David Carrera Molina, Murat Gins

Neutrosophic Sets and Systems

This study evaluated the effects of biostimulants on two varieties of amaranth, Valentina (Amaranthus tricolor) and Ne-zhenka (Amaranthus hybridus), in terms of germination, growth, and biomass production. Using neutrosophic statistics allowed for the measurement of indeterminacies and the analysis of variables such as days to germination, stem length, number of leaves, and biomass production. The results showed that seaweed extract was the most effective biostimulant, accelerating germination, increasing stem length and the number of leaves, and maximizing biomass production. Mean-while, Nezhenka stood out for its superior biomass production, especially with seaweed extract, while Valentina was no-table for its rapid germination. …

Application Of Neutrosophic Statistics In The Integrated Management Of Ceratitis Capitata In Ecuador, Emerson J. Jácome-Mogro, Álvaro Alarcón Chuque, Cristian Jiménez Jácome, Pablo Carhuapoma, Heidi Gamarra, Jan Kreuze

Neutrosophic Sets and Systems

This study has addressed the management of Ceratitis capitata (Mediterranean fly) in Ecuador, focused on mitigating the impact on fruit crops under the influence of climate change and variations in agricultural practices. By using neutrosophic statistics, the study has modeled uncertainty in climatic and agricultural variables to improve the prediction and adaptabil-ity of management strategies. Integrated strategies have been proposed, which have included biological control, cultural management, and the use of insecticides, highlighting the effectiveness of adapting management practices based on neu-trosophic analysis. The results indicated that the adaptations of strategies, provided by neutrosophic statistics, allowed an effective response to …

Optimizing Pest Management In Sugarcane Cultivation: An Integrative Approach Using Neutrosophic Statistics And Plithogenic Analysis, Dania D. Valencia-Yaguana, Sergio F. Moreno-Faconda, Marco A. Rivera-Moreno

Neutrosophic Sets and Systems

Pest management in modern agriculture, particularly in sugarcane cultivation, faces the challenge of balancing efficacy, costs, and environmental sustainability. Among the notable pests, the spittlebug (Mahanarva andigena) emerged as a significant threat that reduced yields of sugar and other derivatives. Traditionally, it was controlled with chemical pesticides, which posed environmental and human health risks. Consequently, the study conducted analyzed alternatives by using neutrosophic statistics and plithogenic analysis. The results included evaluating factors such as product concentration, application frequency, environmental conditions, and pest resistance to determine the efficacy of treatments with entomopathogenic microorganisms. Eficax stood out as the best treatment, showing …

Neutrosophic Sets And Systems {Proceedings Of The International Conference Called Neutrogeometry, Neutroalgebra, And Their Applications, Universidad De Habana, Cuban Academy Of Sciences Et Al., Havana, Cuba, 12-14 August 2024}, Florentin Smarandache, Mohamed Abdel-Basset, Maikel Y. Leyva-Vázquez, Said Broumi

Neutrosophic Sets and Systems

It is an honor to present this special issue of our journal, dedicated to the Conference on NeutroGeometry, NeutroAlgebra, and Their Applications, organized by the Latin American Association of Neutrosophic Sciences. This event, which took place on August 12-14, 2024, in Havana, Cuba, was made possible by the valuable collaboration of the University of Havana, the University of Physical Culture and Sports Sciences "Manuel Fajardo," the José Antonio Echeverría University of Technology, University of Informatics Sciences and the Cuban Academy of Sciences among other institutions. In 2019 Smarandache generalized the classical Algebraic Structures to NeutroAlgebraic Structures (or NeutroAlgebras) {whose operations …

Reproducing And Challenging Islamophobia In News Framing Of Ilhan Omar And Rashida Tlaib, Two Prominent Muslim Women In U.S. Politics, Saiqa Shahzadi

Communication ETDs

ABSTRACT

Muslim women are frequently misrepresented in U.S. mainstream media and often portrayed adversely as a homogeneous group of women defined and silenced by religious and gender oppression. Scholarly research has documented how this historical pattern of representation ignores their intersectional, complex identities and reinforces the discourse of Islamophobia. This thesis will explore this problem in the case of the first Muslim American women elected to the U.S. House of Representatives: Ilhan Omar (D-Minnesota) and Rashida Tlaib (D-Michigan). Drawing on theories of media framing, intersectionality, and Islamophobia, the research examined 12 in-depth stories from 2019 and 2023 in three mainstream …

Evaluating The Impacts Of Climate Change On The City Of Santa Fe’S Municipal Water Supply Using System Dynamics Modeling, Atlin Johnson

Civil Engineering ETDs

Climate change is one of the foremost problems facing water resources globally. Rising temperatures can impact global water supplies through decreased precipitation, increased evaporation, greater severity and frequency of extreme weather events, and increased wildfire risk. This work used system dynamics modeling through a social, ecological, and technical systems framework to evaluate the impact that climate change has on the municipal water supply for the City of Santa Fe in northern New Mexico, USA. Specifically, the model showed how, by the end of the century, climate change decreases total average annual water supplies by 28% and increases reliance on groundwater …

Advancing Influence In Social Networks Based On Game Theory, Adedamola Adesokan

Electrical and Computer Engineering ETDs

Online Social Networks (OSNs) have become part of our everyday life, as a means of interacting with people, sharing content, attending events, etc. Influencers are professional OSN users, who have a large loyal audience and use the OSNs to market various goods or services based on brand partnerships. In this thesis, we introduce a novel mechanism to enable OSN users to become influencers by strategically deciding their activity within the OSN. Initially, the concepts of social coordinates and social communities are proposed. Then, a non-cooperative game is introduced to enable the users to make optimal decisions regarding their activity in …

Working With Bilingual Populations: Clinical Practices Of Speech-Language Pathologists In New Mexico, Wylie L. Skillman

Speech and Hearing Sciences ETDs

New Mexico is uniquely positioned as a state that has more bilingual speakers than the United States on average, meaning that Speech Language Pathologists (SLPs) here are more likely to work with bilingual speakers than elsewhere. Best practices for bilingual evaluation and treatment are taught in graduate education for SLPs but the extent to which they are known and utilized by school-based SLPs differs based on many factors.

As the body of research supporting culturally responsive bilingual assessment and intervention continue to grow, it is unknown how or if clinicians are using this knowledge to assess and treat students who …

Metagenomic Analysis Of Antarctic Microbial Communities, David Michael Robinson

Biology ETDs

The research presented in this dissertation focuses on microbial roles in biogeochemical cycling in Antarctic aquatic environments. The major objective of my research was to examine the impact of biotic and abiotic pressures on nutrient cycling in microbially dominated systems. I used three perennially ice covered lakes in the McMurdo Dry Valleys (MDVs) along with subglacial lakes Whillans and Mercer as natural case studies. The MDVs are located in Victoria Land, East Antarctica and have been studied since 1993 as part of the McMurdo Long Term Ecological Research Project. Viruses in the MDVs were shown to be seasonally abundant and …

Deep Learning Framework For Graph-Based Molecular Drug Discovery, Daniel Manu

Electrical and Computer Engineering ETDs

This dissertation proposes the GraphGANFed framework, which combines Graph Convolutional Networks (GCN), Generative Adversarial Networks (GAN), and Federated Learning (FL) to generate novel molecules while preserving data privacy. FL allows learning from distributed clients without sharing local datasets, GCN extracts molecular structural properties, and GAN generates new molecules retaining the learned properties. Extensive simulations on three benchmark datasets show GraphGANFed's effectiveness, producing molecules with high novelty (≈ 100) and diversity (> 0.9). Results indicate a trade-off among evaluation metrics, and the right dropout ratio avoids mode collapse. Additionally, Conditional GraphGANFed (cGraphGANFed) incorporates a critic network from Reinforcement Learning (RL) to …

Research Data Management: What Hslic Provides And What's Next, Lori D. Sloane, Danielle E. Maurici-Pollock

Posters and Presentations

Research Data Management Services at HSLIC currently and in the near future. Presented at the HSC CIO IT Advisory Committee and HSC CIO Academic Advisory Committee.

Nidus Idearum. Scilogs, Xiv: Superhyperalgebra, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

In this fourteenth book of scilogs – one may find topics on examples where neutrosophics works and others don’t, law of included infinitely-many-middles, decision making in games and real life through neutrosophic lens, sociology by neutrosophic methods, Smarandache multispace, algebraic structures using natural class of intervals, continuous linguistic set, cyclic neutrosophic graph, graph of neutrosophic triplet group , how to convert the crisp data to neutrosophic data, n-refined neutrosophic set ranking, adjoint of a square neutrosophic matrix, neutrosophic optimization, de-neutrosophication, the n-ary soft set relationship, hypersoft set, extending the hypergroupoid to the superhypergroupoid, alternative ranking, Dezert-Smarandache Theory (DSmT), reconciliation between …

Determining The Cerebellum’S Functional Role In Adolescent Reward Processing, Teagan Mullins

Psychology ETDs

Cerebellar contributions to adolescent reward processing have not been explored in prior research, despite the fact that both reward processing and the cerebellum are undergoing significant maturation during this time. Reward processing in the cerebellum has been found in both adults and in animal models. However, given both maturational changes and a variety of reward related psychopathology that emerges during adolescence, reward processing in the cerebellum during adolescence may not mirror that of the cerebellum during adulthood and may shift over adolescence and be linked to psychopathology. This dissertation reviews the existing literature on cerebellar reward in adolescence (chapter one). …

Neutrosophic Sets And Systems, Vol. 68,2024, Florentin Smarandache, Mohamed Abdel-Basset, Said Broumi

Neutrosophic Sets and Systems

the whole volume

Chair Care Pilot Project Final Evaluation Report, Prevention Research Center, University Of New Mexico, Health Sciences Center, Albuquerque, New Mexico, Presbyterian Community Health, Albuquerque, New Mexico

Reports & Documents

No abstract provided.

Combined Topsis Technique For Magdm Based On The Distance Measures And Critic Under Single-Valued Neutrosophic Sets And Applications To Quality Evaluation Of Whole Process Engineering Consulting Service Modes, Xia Wang, Yingxia Hou, Jing Peng, Jiekun Hu, Yue Li, Qiang Cai, Guiwu Wei

Neutrosophic Sets and Systems

According to survey data released by the National Bureau of Statistics, from 2011 to 2022, the total output value of China's construction industry showed an increasing trend year by year. From 2018 to 2021, infrastructure investment has always maintained a positive growth, indicating that the current construction industry is in a rapid development stage. In order to improve the development quality of the construction industry as much as possible, it is of great significance to develop the whole Process engineering consulting service model. The quality evaluation of whole process engineering consulting service modes is MAGDM. The single-valued neutrosophic sets (SVNSs) …

Syndromic Gastrointestinal Panel Diagnostic Tests Have Changed Our Understanding Of The Epidemiology Of Yersiniosis-Foodborne Diseases Active Surveillance Network, 2010-2021, Logan C. Ray, Daniel C. Payne, Joshua Rounds, Rosalie T. Trevejo, Elisha Wilson, Kari Burzlaff, Katie N. Garman, Sarah Lathrop, Tamara Rissman, Katie Wymore, Sophia Wozny, Siri Wilson, Louise K. Francois Watkins, Beau B. Bruce, Daniel L. Weller

Pathology Research and Scholarship

BACKGROUND: In the US, yersinosis was understood to predominantly occur in winter and among Black or African American infants and Asian children. Increased use of culture-independent diagnostic tests (CIDTs) has led to marked increases in yersinosis diagnoses.

METHODS: We describe differences in the epidemiology of yersiniosis diagnosed by CIDT versus culture in 10 US sites, and identify determinants of health associated with diagnostic method.

RESULTS: Annual reported incidence increased from 0.3/100 000 in 2010 to 1.3/100 000 in 2021, particularly among adults ≥18 years, regardless of race and ethnicity, and during summer months. The proportion of CIDT-diagnosed infections increased from …

A Cost-Effectiveness Analysis Of Telehealth Vs. Office-Based Delivery Of Buprenorphine At The Addiction And Substance Abuse Program (Asap) Clinic - University Of New Mexico Hospital: A Societal Perspective, Rana Alkhafaji

Pharmaceutical Sciences ETDs

This study evaluates the cost-effectiveness of office-based versus telehealth delivery of buprenorphine treatment for opioid use disorder (OUD). A retrospective chart review of 135 patients at the University of New Mexico Hospital's Addiction and Substance Abuse Program compared retention rates and costs between the two settings. Retention was defined as continuous treatment for at least six months. No statistically significant difference in retention rates was found, with 51% for office-based and 42% for telehealth. However, office-based treatment had higher total costs, with an incremental cost-effectiveness ratio of $3,750 per 1% increase in retention. The findings suggest telehealth is a cost-effective …

Wagon Tracks Volume 38, Issue 3 (May 2024)

Wagon Tracks

Contents

2 On the Cover: Chief Red Cloud

4 Trail Writings: Chris Day

5 Joanne’s Jottings

7 News along the Trail, In Memoriam: Linda Davis, Travis Williams

8-10 Road of Conquest: Another View of the Santa Fe Trail Rendezvous 2024

11-20 Freighting Indian Annuity Goods over the Santa Fe Trail in 1861: Memoir by Daniel Draper Edited by Joy Poole

18 Research on Sanford Reeves

21-23 Hell on Wheels: Las Vegas by Dr. Michael Olsen

23 Books: Wandering Stars: A Novel Tommy Orange

24-27 1825 Sibley Expedition’s Kaw Treaty Site By L. Stephen Schmidt

28 Chapter Reports

29 Membership Form …

Qualified Immunity–Who Needs It? Exploring The Other Constitutional, Statutory, And Common Law Immunities Available Under The New Mexico Civil Rights Act, The Honorable Mark D. Standridge

New Mexico Law Review

No abstract provided.

All Cases Great And Small: Fufilling The Nmcra's Promise Of Attorney Fees, Isaac M. Green, Seth E. Montgomery

New Mexico Law Review

Section 5 of the New Mexico Civil Rights Act (NMCRA) permits a court to award “reasonable” attorney fees to a “prevailing plaintiff.” In this way Section 5 parallels its federal analog, 42 U.S.C. § 1988, which similarly allows a “prevailing party” to recover “reasonable” attorney fees in federal civil rights suits. But despite this language in the federal statute, a string of U.S. Supreme Court decisions have circumscribed the availability of attorney fees in suits brought under § 1983. This restriction on attorney fees has led to what Professor Joanna Schwartz calls the biggest obstacle to civil rights litigation in …

New Mexico True: Crafting A More Inclusive And Independent Method Of State Constitutional Interpretation For Claims Under The New Mexico Civil Rights Act, Arne R. Leonard

New Mexico Law Review

No abstract provided.

A Rechargeable Metal-Co2 Battery Using Lower-Cost Materials, Chris Fetrow

Nanoscience and Microsystems ETDs

High energy density, low-cost chemical conversion batteries are widely studied for their potential application to applications in which current battery technologies are unsuitable replacements for fossil fuel-powered systems. The demonstration of rechargeable chemical conversion batteries, and particularly batteries without the fatal flaw of high overpotential due to the difficulties inherent to chemical conversion reactions, is of great interest to further both this aim. In this work, a secondary Al-CO2 battery was demonstrated using a homogeneous aluminum iodide redox mediator to enable the battery’s discharge and charge at a high energy density and a low overpotential of 0.05 Volts. The operation …