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Articles 1891 - 1920 of 55425
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A Shareholder Primacy Mindset In The Benefit Corporation’S Top Management Team And Greenwashing Actions, Jonathan Wimberly
A Shareholder Primacy Mindset In The Benefit Corporation’S Top Management Team And Greenwashing Actions, Jonathan Wimberly
Walden Dissertations and Doctoral Studies
Benefit corporations exist to benefit society and generate profit for shareholders and stakeholders, but there is evidence that greenwashing is prevalent among these entities. Business leaders need to understand the extent to which a shareholder primacy mindset influences the collective top management team and drives greenwashing in benefit corporations. The purpose of this quantitative correlational study was to determine the relationship between the collective demographic characteristics of top management teams and a shareholder primacy mindset, and to assess the relationship between a shareholder primacy mindset in the top management team of a benefit corporation and greenwashing behavior. Upper echelons theory …
Low-Dimensional Signatures Of Neuronal Activity Associated With Long-Term Operant Conditioning In Aplysia, Sara Vanaki, Nicholas O Gonzalez, Curtis L Neveu, Yuto Momohara, Behnaam Aazhang, John H Byrne
Low-Dimensional Signatures Of Neuronal Activity Associated With Long-Term Operant Conditioning In Aplysia, Sara Vanaki, Nicholas O Gonzalez, Curtis L Neveu, Yuto Momohara, Behnaam Aazhang, John H Byrne
Faculty, Staff and Student Publications
Operant conditioning is a form of learning in which a behavior is reinforced by reward. Operant conditioning has multiple temporal domains, ranging from short-term, lasting a few minutes, to long-term, persisting for at least 24 h. The extent to which short- and long-term operant conditioning memories rely on shared or separate neural mechanisms is poorly understood. Voltage-sensitive dye (VSD) imaging has been used previously to record the activity of a large number of neurons simultaneously in the buccal ganglion to measure changes in neuronal activity during short-term operant conditioning. We examined neuronal activity using VSD 24 h after operant conditioning …
Unseen, Unbroken: Black Women In Educational Leadership Overcoming Inequities, Microaggressions, And Invisibility, Inspiring Perseverance And Resilience In Future Black Women Leaders, Angella Baldwin
UNLV Theses, Dissertations, Professional Papers, and Capstones
This study explored the challenges that Black women face when pursuing leadership roles in K–12 education, specifically in middle schools. Despite being prepared and eager to lead, Black women are often overlooked and made to feel invisible. Still, we persevere, navigating barriers with determination, faith, and purpose, and continue to support those who follow. Guided by Black Feminist Thought, Endarkened Feminism, and Structural Intersectionality, this study centers Black women’s lived experiences as valid sources of knowledge. It highlights how leadership is shaped by overlapping systems of oppression and resistance, and how it is sustained by prayer, faith in God, and …
Mapping Climatic And Environmental Determinants Of Parasitic Helminth Prevalence In Southeast Asia, Angelica Avisado
Mapping Climatic And Environmental Determinants Of Parasitic Helminth Prevalence In Southeast Asia, Angelica Avisado
UNLV Theses, Dissertations, Professional Papers, and Capstones
Climate change is reshaping environmental conditions across Southeast Asia (SEA) through rising temperatures, altered precipitation patterns, and increased droughts. These changes alter transmission dynamics of neglected tropical diseases (NTDs) by shifting spatial distribution, increasing larval development rates, faster pathogen growth development, and increasing transmission rates. NTDs are a group of preventable and treatable infections that disproportionately affect more than 1 billion people globally, specifically in tropical and subtropical regions. A subgroup of NTDs, parasitic helminth infections (PHIs) - particularly schistosomiasis, soil-transmitted helminths, and lymphatic filariasis remains a public health concern in the Southeast Asian region. PHIs and their ecological responses …
Automated Spectrum Analysis And Radionuclide Identification For Robot-Based Gamma Probes, Kennedy Ochieng Mengoh Alila
Automated Spectrum Analysis And Radionuclide Identification For Robot-Based Gamma Probes, Kennedy Ochieng Mengoh Alila
UNLV Theses, Dissertations, Professional Papers, and Capstones
Gamma spectroscopy is a technique used for the detection and identification of nuclear materials. Gamma-ray emission by radio nuclides is detected using scintillation detectors or semiconductor detectors such as NaI and CZT. Robot-based gamma probes enable radiation measurements in large areas and hard-to-reach cluttered hazardous environments, which significantly reduces radiation risks to personnel. The robotic probes require automated on-board gamma spectrum analysis and capabilities with platforms (unmanned aerial vehicles and unmanned ground vehicle systems) which use Robot Operating System (ROS). The aim of this thesis was to develop a method of an automated spectral analysis and isotope identification for robot-based …
The Maroons: The First Black Nationalists Of The Americas, Marquise K. Camp
The Maroons: The First Black Nationalists Of The Americas, Marquise K. Camp
UNLV Theses, Dissertations, Professional Papers, and Capstones
Maroon communities are seldom discussed in academic discussions about Black nationalism. This suggests that the goals and achievements of the Maroons differed from those of Black nationalists, and that there are no significant historical links between the two. This project argues that Black nationalists and the Maroons are closely related, not only because of their shared roots in the African diaspora but also because they both sought independence and self-governance for Black people. The aims of Black nationalists like Marcus Garvey and Malcolm X closely resemble those of the Maroons. By examining the Maroons alongside Black nationalism, one can gain …
Beyond Barriers: Improving Employment Outcomes For Young Adults On The Autism Spectrum, Kendra L. Cope
Beyond Barriers: Improving Employment Outcomes For Young Adults On The Autism Spectrum, Kendra L. Cope
UNLV Theses, Dissertations, Professional Papers, and Capstones
Young adults with autism spectrum disorder (ASD) continue to face persistent barriers to employment, often stemming from challenges in communication, adaptability, and multitasking. Virtual reality (VR) has emerged as a promising tool to strengthen these employment skills through immersive, low-stress practice. This study evaluated a VR-based intervention using Floreo VR modules, guided practice, and performance feedback to enhance job readiness among high school students with ASD. A multiple-probe design across three skill domains: multitasking, handling interruptions and changes, and workplace communication to examine skill acquisition and maintenance with three students with ASD aged 16–18. Data from task-analysis checklists, interobserver agreement …
Acute And Chronic Effects Of Neuroinflammation On Hippocampus And Anterior Cingulate Cortex Network Dynamics, Lauren A. Crew
Acute And Chronic Effects Of Neuroinflammation On Hippocampus And Anterior Cingulate Cortex Network Dynamics, Lauren A. Crew
UNLV Theses, Dissertations, Professional Papers, and Capstones
Neuroinflammation has emerged as a critical modulator of cognitive function and neural circuit dynamics, yet the distinct contributions of acute and chronic neuroinflammation to brain function remain poorly defined. This dissertation examines how inflammation independently alters large-scale neural activity and behavior, focusing on interactions between the hippocampus (HPC) and anterior cingulate cortex (ACC), regions essential for memory and executive processes. Using in vivo electrophysiological techniques in a rodent model, this study compares the effects of short-term (acute) and prolonged (chronic) neuroinflammatory states, induced via Poly I:C, on neural oscillations, regional coherence, and spatial coding. Findings reveal that even transient inflammation …
Creando Conexiones Verdaderas?: Examining Latinx Families’ Lived Experiences With Family-School Partnerships, Jacqueline M. Eddy
Creando Conexiones Verdaderas?: Examining Latinx Families’ Lived Experiences With Family-School Partnerships, Jacqueline M. Eddy
UNLV Theses, Dissertations, Professional Papers, and Capstones
Family-school partnerships are essential for a child’s academic and social-emotional well-being in schools. These partnerships thrive when families and school personnel cultivate trusting, communicative, and cooperative relationships. However, families from minoritized communities, such as those from Latinx backgrounds, may encounter challenges that prevent them from forming strong, meaningful relationships with teachers and administrators. This qualitative dissertation study was grounded in a social constructivist paradigm and a phenomenological tradition. The purpose of this study was to understand the lived experiences of Latinx families as they navigate relational aspects of family-school partnerships in their children’s schools. Using semi-structured interviews, four participants were …
Post-Probationary Principals’ Perceptions Of Professional Development, Matthew Jackson
Post-Probationary Principals’ Perceptions Of Professional Development, Matthew Jackson
UNLV Theses, Dissertations, Professional Papers, and Capstones
This qualitative phenomenological study explored post-probationary principals’ perceptions of professional development, examining the relevance, adequacy, and impact of support provided after 4 years of their leadership. Although research and policy have emphasized the development of new principals, professional learning opportunities for those beyond probationary status remain inconsistent, generic, and misaligned with individual and contextual needs. Guided by adult learning theory, this study sought to understand how post-probationary principals evaluate current professional development, describe their desired opportunities, and determine their ongoing needs. Data were collected through semi-structured interviews with principals from multiple districts and analyzed using coding, memo writing, and mind …
A Phenomenological Study Of The Experiences Of Adolescents With Emotional Behavioral Disorders In High School, Melissa Lawson
A Phenomenological Study Of The Experiences Of Adolescents With Emotional Behavioral Disorders In High School, Melissa Lawson
UNLV Theses, Dissertations, Professional Papers, and Capstones
Adolescents with emotional and behavioral disorders (EBD) face significant challenges in forming and maintaining peer relationships, yet their voices and lived experiences remain largely absent from the research literature. This phenomenological study explored how high school students with EBD perceive the impact of peer relationships on their academic, social, and emotional experiences at school. Using Moustakas's (1994) modification of the StevickColaizzi-Keen method, the researcher conducted in-depth semi-structured interviews with seven high school students (ages 15-18) who had received special education services under the EBD eligibility category for 5 to 10 years in a large, urban southwestern school district.
Five universal …
A Case Study Of The Implementation Of Nevada’S Program To Reduce Recidivism Of The State’S Female Prison Population, Lisa C. Levine
A Case Study Of The Implementation Of Nevada’S Program To Reduce Recidivism Of The State’S Female Prison Population, Lisa C. Levine
UNLV Theses, Dissertations, Professional Papers, and Capstones
Success in public administration is often defined by long-term goals that demonstrate how effective a program or policy is. These long-term goals can take years to measure leading to investment doubts, shifting stakeholder goals, and the sunsetting of programs. There is a need to better understand how short-term and intermediate outcomes of a program can be used to measure success and the role goal orientation of stakeholders play in the implementation. Prison education programming exemplifies this problem as reducing recidivism, a leading goal for these types of programs, take a lifetime to prove. This study examines a female prison education …
Geometric And Proximity Based Substrate Targeting By Cullin-Ring Ligases, Jerry Li
Geometric And Proximity Based Substrate Targeting By Cullin-Ring Ligases, Jerry Li
UNLV Theses, Dissertations, Professional Papers, and Capstones
Homeostasis, the process of maintaining stable biochemical and biophysical conditions, is a fundamental facet of cellular viability. Biochemical homeostasis is critical to support the biological functions that sustain living organisms. Protein ubiquitylation is one of the primary cellular pathways that regulate protein homeostasis and turnover. Ubiquitylation is initiated through the conjugation of a small globular protein known as ubiquitin, onto a given substrate. There exists a myriad of cellular fates that ubiquitylated proteins may undergo, but the most widely studied pathway is protein degradation, whereby a ubiquitylated protein substrate is shunted to a large macromolecular protease known as the proteasome, …
Gaming: An Untapped Resource For Women In Computer Science Careers?, Claudia Quynh Luu
Gaming: An Untapped Resource For Women In Computer Science Careers?, Claudia Quynh Luu
UNLV Theses, Dissertations, Professional Papers, and Capstones
This research focused on women who identify as gamers (i.e., an individual who regularly plays video games) with the goal of better understanding how being a gamer might help or hinder women’s interest in computer science careers. In particular, I examined the connection between interest in computer science careers, gaming, sexual harassment experiences, coping strategies, and allyship for women in gaming using a mixed-methods approach. The sample (N = 166) included women identifying as previous or current gamers. Participants were recruited from a psychology participant pool and gaming communities on Discord. We conducted a series of analyses to examine whether …
Preparing Aspiring School Administrators For Data-Informed Decision-Making, Brandi March
Preparing Aspiring School Administrators For Data-Informed Decision-Making, Brandi March
UNLV Theses, Dissertations, Professional Papers, and Capstones
School leaders significantly impact student outcomes based on their ability to influence school culture, climate, and student engagement. They are essential for driving school achievement and instructional improvement. As educational policies increasingly emphasize data usage, leaders must utilize various data sources in a problem-solving process known as datainformed decision-making (DIDM) to effectively guide their school improvement plans. Using DIDM effectively can enhance instruction and student achievement when school administrators and teachers have access to quality training that builds a strong foundation in data literacy skills. It is critical for administrators to provide high-quality professional development for teachers on DIDM to …
Reconstructing Central American Hydroclimate Changes Across Time From Isotopic Signatures In Modern And Paleo-Rainfall Records, Giuseppe Lucia
Reconstructing Central American Hydroclimate Changes Across Time From Isotopic Signatures In Modern And Paleo-Rainfall Records, Giuseppe Lucia
UNLV Theses, Dissertations, Professional Papers, and Capstones
Tropical monsoon rainfall is a key component of Earth’s climate system and supports the livelihood and economy of billions of people. Yet, projections of future monsoons remain highly uncertain, particularly in regions with distinct physiography and complex land-ocean-atmosphere interactions like Central America, where long and continuous high-resolution paleoclimate data to test climate model simulations are still limited. This series of studies aims to reconstruct monsoon dynamics and underlying forcing controls in Central America on multiple timescales by the analysis and integration of stable isotope data in modern and paleo-rainfall records from Guatemala.
In Chapter 2, I present a daily-resolution, two-year-long …
A Mixed Methods Study Of Teacher Job Satisfaction And Principal Support In Private Jewish Day Schools Through The Lens Of Self-Determination Theory, Abigail E. Moyal
A Mixed Methods Study Of Teacher Job Satisfaction And Principal Support In Private Jewish Day Schools Through The Lens Of Self-Determination Theory, Abigail E. Moyal
UNLV Theses, Dissertations, Professional Papers, and Capstones
This mixed methods study investigated how principal support influences teacher job satisfaction in private Jewish day schools through the lens of Self-Determination Theory (SDT). SDT asserts that motivation and well-being depend on the fulfillment of three basic psychological needs: autonomy, competence, and relatedness. Using an explanatory sequential design, quantitative data were first collected from 68 teachers across five Jewish day schools in the Southwestern United States using the Teaching and Learning Survey (TALIS) Teacher Job Satisfaction Scale (TJSS) and the Principal Support Scale (PSS). Results showed moderate to high satisfaction levels and a strong positive correlation between principal support and …
The Impact Of Formally Trained Teacher Leaders On Student Outcomes, Jodi Notch
The Impact Of Formally Trained Teacher Leaders On Student Outcomes, Jodi Notch
UNLV Theses, Dissertations, Professional Papers, and Capstones
This study examined the relationship between teacher leadership and student achievement through the lens of Distributed Leadership Theory. Specifically, it addresses three research questions: (a) To what extent is the implementation of teacher leadership by formally trained teacher leaders associated with academic success in schools? (b) Is there a difference in impact between formal teacher leader positions versus informal teacher leader positions? (c) How does having multiple teacher leaders in a school impact student outcomes? Using a two-way fixed effects design with a longitudinal panel data set, the analysis investigates the effects of employing teacher leaders trained through a formal …
Integrating Post-Quantum Cryptography Into A Cdn-Style Pki: Tls And Quic Performance Across Pqc Suites, Katrina Mary Parsom
Integrating Post-Quantum Cryptography Into A Cdn-Style Pki: Tls And Quic Performance Across Pqc Suites, Katrina Mary Parsom
UNLV Theses, Dissertations, Professional Papers, and Capstones
Post-quantum cryptography (PQC) adds larger certificates and extra workload to the Transport Layer Security (TLS) handshake. In order to analyze the effect of that change on content delivery, a controlled testbed with conditions replicating a Content Delivery Network (CDN) is used. The system uses a standard X.509 certificate chain over TLS 1.3. It compares RSA with classical key exchange, RSA with hybrid key encapsulation mechanism (KEM), and Module Lattice-based Digital Signature Algorithm (ML-DSA) with hybrid KEM. The test harness generates and provides certificates and establishes TLS parameters. The test harness also supports mixed web workloads and records key metrics, including …
Demographic Similarity, Psychopathy, And Perceived Inherent Value: An Investigation Of Factors Influencing Moral Decision Making, Ashley Michelle Poston
Demographic Similarity, Psychopathy, And Perceived Inherent Value: An Investigation Of Factors Influencing Moral Decision Making, Ashley Michelle Poston
UNLV Theses, Dissertations, Professional Papers, and Capstones
The present study experimentally manipulated the demographic characteristics of the subjects of moral dilemmas such that they were 20%, 40%, 60%, and 80% demographically similar to participants. Participants rated each of these individuals on a novel measure of perceived inherent value, the Perceived Inherent Value Scale (PIVS) and responded to a series of moral dilemmas using the Consequences, Norms, and preference for Inaction (CNI) model of moral decision making where the subjects of the moral dilemmas were the 20%, 40%, 60%, and 80% similar individuals. Participants rated individuals who were more demographically similar to themselves as having greater perceived inherent …
Deciphering The Crl Code: Novel Mechanisms Of Canonical And Non-Canonical Ubiquitylation, Nicholas Wayne Purser
Deciphering The Crl Code: Novel Mechanisms Of Canonical And Non-Canonical Ubiquitylation, Nicholas Wayne Purser
UNLV Theses, Dissertations, Professional Papers, and Capstones
Protein degradation is a fundamental process required for maintaining cellular homeostasis in eukaryotic organisms. In humans, distinct cell types exhibit unique proteomic landscapes that are dynamically balanced by the continual synthesis and degradation of proteins. The timely removal of damaged, misfolded, or old proteins is essential to permit new protein synthesis and to ensure proper cellular function.
Central to this regulatory network is ubiquitylation, a highly conserved posttranslational modification system that governs protein stability and function across all eukaryotic cells. Through the covalent attachment of ubiquitin molecules to protein substrates, this system modulates a broad range of biological processes, including …
Hypervigilance In Emerging Adulthood: The Impact Of Trauma, Milestone Achievement, And Minority Identity, Alexis Rice
Hypervigilance In Emerging Adulthood: The Impact Of Trauma, Milestone Achievement, And Minority Identity, Alexis Rice
UNLV Theses, Dissertations, Professional Papers, and Capstones
Emerging adulthood is a critical developmental period marked by identity exploration, increased autonomy, and heightened vulnerability to societal pressures. This mixed methods study examined how hypervigilance: a heightened state of alertness often associated with trauma and minority stress- varies by gender, sexual identity, racial trauma exposure, and adulthood milestone achievement among emerging adults aged 18–29. A total of 369 participants completed measures assessing hypervigilance behaviors, adulthood milestone attainment, and trauma exposure. Quantitative analyses revealed that sexual and gender minority (SGM) individuals and cisgender women reported significantly higher levels of hypervigilance compared to their counterparts. Witnessing trauma inflicted on someone of …
Perceptions And Behaviors Of Female Title I Principals And Faculty Trust In The Post-Covid-19 Educational Environment, Jessica A. Robbins
Perceptions And Behaviors Of Female Title I Principals And Faculty Trust In The Post-Covid-19 Educational Environment, Jessica A. Robbins
UNLV Theses, Dissertations, Professional Papers, and Capstones
Faculty trust in principals is essential to a healthy school culture, yet it remains one of the most fragile and complex aspects of leadership, particularly in Title I schools (Tschannen-Moran, 2007, 2014; Tschannen-Moran et al., 2015). While trust has been widely studied, fewer investigations have focused on the specific behaviors female principals use to build trust in the post-COVID era (Berkovich, 2018; Bukko et al., 2021; Handford & Leithwood, 2013; Jeanquart-Barone, 2013; Zajda et al., 2023; Zheng et al., 2021). Research suggests that women in leadership must be deliberate in fostering trust, yet their behaviors are often judged more harshly …
Navigating Leadership In Bilingual Education: Exploring The Preparation, Experiences, And Adaptability Of Bilingual Education Leaders In The Southwest, Cynthia Romero
UNLV Theses, Dissertations, Professional Papers, and Capstones
This study explored the experiences of school-level bilingual program leaders in the Southwestern United States, focusing on how their preparation, lived experiences, and local contexts shaped their leadership practices and decision-making. Drawing on Bourdieu’s theory of practice, the research examined how habitus and various forms of capital (cultural, social, and symbolic) influenced leaders’ approaches to developing and sustaining bilingual programs. Yosso’s theory of community cultural wealth (CCW) further expanded this lens by highlighting the aspirational, linguistic, familial, social, navigational, and resistant forms of capital.
Using a qualitative multi-case study design, the research analyzed policy documents, leadership preparation coursework, and semi-structured …
Telling Herstory: The Preparation, Perspectives, And Persistence Of Novice Black Women Principals, Dana Roseman
Telling Herstory: The Preparation, Perspectives, And Persistence Of Novice Black Women Principals, Dana Roseman
UNLV Theses, Dissertations, Professional Papers, and Capstones
Being a Black Woman public school principal is an intensified, all-encompassing yet rewarding role, marked by disparities that our white counterparts are not forced to navigate. Inspired by the daily, distressed calls from novice Black Women principals seeking support in their roles and personal experience, this qualitative study employs the Sista Circle Methodology (SCM) to explore their perceptions of principal preparation programs, professional support, and persistence strategies within the first five years of appointment in a large urban school district. Framed by Black Feminist Thought (Collins, 1990), the study examines the social, gender, cultural, and experiential contexts unique to Black …
A Comparison Of Airborne Tree Pollen In The Las Vegas Valley From 2017 – 2021, Asma Tahir
A Comparison Of Airborne Tree Pollen In The Las Vegas Valley From 2017 – 2021, Asma Tahir
UNLV Theses, Dissertations, Professional Papers, and Capstones
Airborne pollen are a predominant cause of asthma, allergic disease, and respiratory infections. The strong allergenic potential of tree pollen is of a public health concern. Several allergenic trees grow in the Mojave Desert, but not all are native to the region. Concentrations of airborne tree pollen are affected by atmospheric, environmental, ecological, and geospatial factors. Previous research has reported high tree pollen concentrations in the Las Vegas Valley, but long-term comparison studies are lacking. This study measured and compared tree pollen concentrations from five different collection stations in Las Vegas. Pollen samples collected from January 1, 2017, to December …
Integrating Classical Singing Techniques To Aid Natives In Performing Traditional Tongan Folk Songs Of The Late Queen Sālote Tupou Iii, Pauline 'Ofa Vaitāfā Tamale
Integrating Classical Singing Techniques To Aid Natives In Performing Traditional Tongan Folk Songs Of The Late Queen Sālote Tupou Iii, Pauline 'Ofa Vaitāfā Tamale
UNLV Theses, Dissertations, Professional Papers, and Capstones
This document introduces a structured, classical vocal approach to equip native singers with healthier performance techniques and enable anyone in the music world to perform the art songs derived from the poetry and compositions of Queen Sālote Tupou III. The objective of this project is to provide performers, particularly those with a native proficiency, with classical techniques to perform this music with vigor while circumventing vocal fatigue caused by the linguistic, dialectal, and cultural demands inherent in the repertoire. Queen Sālote Tupou III (1900–1965) reigned for nearly 50 years – the longest of any Tongan monarch – and left an …
Deaf College Students’ Lived Experiences In Pk-16 Education: A Deaf Crit-Informed Qualitative Study, Bridget Catherine Taylor
Deaf College Students’ Lived Experiences In Pk-16 Education: A Deaf Crit-Informed Qualitative Study, Bridget Catherine Taylor
UNLV Theses, Dissertations, Professional Papers, and Capstones
This qualitative study focused on Deaf, Hard-of-Hearing, and orally Deaf college students, examining Deaf education from the perspective of linguistic and cultural minority students. The study offers theoretical perspectives for researchers, practitioners, and policymakers by examining the lived experiences of students who took part in Deaf education in the United States from PK–16. Deaf Critical Theory (DeafCrit) was the theoretical framework used to analyze the qualitative data.
Artificial Intelligence In Cuban Audiovisual Production: An Approach To Technological Sovereignty Evaluated Through Neutrosophic Pest-Foda Analysis, Natalia Del Carmen Díaz Riverón
Artificial Intelligence In Cuban Audiovisual Production: An Approach To Technological Sovereignty Evaluated Through Neutrosophic Pest-Foda Analysis, Natalia Del Carmen Díaz Riverón
Neutrosophic Sets and Systems
This article aims to respond to the need to generate a public policy for the regulation of artificial intelligence (AI) use in Cuban audiovisuals from technological sovereignty through a neutrosophic PEST-SWOT analysis. After a theoretical-contextual study composed of the history of AI, its scientific and technological bases and the ethical and regulatory issues of use, international experiences and studies and the current state of affairs in Cuba (comprised of technology based barriers, training impediments and absence of a specific regulatory approach), the research takes place through triangulation via a mixed-methodology where theoretical and empirical approaches are integrated with neutrosophic PEST-SWOT …
Soil Fertility Forecasting With Neutrosophic-Based Uncertainty Management, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Dayron Rumbaut-Rangel
Soil Fertility Forecasting With Neutrosophic-Based Uncertainty Management, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Dayron Rumbaut-Rangel
Neutrosophic Sets and Systems
This study presents a machine learning framework that combines Random Forest classification with neutrosophic logic to predict soil fertility from 16 physicochemical properties. The model achieves robust classification accuracy (95%) while introducing a novel uncertainty quantification mechanism through neutrosophic truth (T ), indeterminacy (I) and falsity (F ) values derived from prediction probabilities, assigning high-confidence (T = 0.9) to probabilities ≥0.9, indeterminacy (I = 0.3) to borderline cases (0.5≤p