Digital Commons Network^™

A Novel Nonlinear Deviation Based Optimization (Ndbo) Model For Large Scale Neutrosophic Decision Making In Logistics Networks, Marjeena Marjeena, Rakesh Kumar, Himal Prasad, Govind Pathak, Harshita Gangola

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic Convergence Spaces, S. Thilushan

Neutrosophic Sets and Systems

No abstract provided.

Plithogenic Quasigroups With Application To Decision Making, A. Oyem, S. E. Ogunfeyitimi

Neutrosophic Sets and Systems

No abstract provided.

On Partially Homomorphic Encryption Over Neutrosophic Integers Using The Ah-Isometry, Mark Petersen

Neutrosophic Sets and Systems

No abstract provided.

A Neutrosophic Copula Framework For Bivariate Reliability Modelling Under Epistemic Indeterminacy, Preethi John

Neutrosophic Sets and Systems

No abstract provided.

Development Of A Four-Parameter Statistical Neutrosophic Nadarajah-Haghighi Distribution: Estimation, Simulation, And Application To Neutrosophic Monthly Temperature Data, Rihab Ahmed Abed, Wafaa A. Ashour, Nooruldeen A. Noori

Neutrosophic Sets and Systems

No abstract provided.

Magdm Model Based Linguistic Neutrosophic Credibility Matrix Energy For Assessment Of Learning Objectives Attainment In Production Internship, Xueping Lu, Tong Zhang, Lilian Shi

Neutrosophic Sets and Systems

No abstract provided.

N-Coghci: A Reliability-Aware Neutrosophic Cognitive Control Framework For Cognitive Ai-Enhanced Human–Computer Interaction, Nada Mohamed, Alshaimaa A. Tantawy

Neutrosophic Sets and Systems

No abstract provided.

Plithogenic Metric Equivalence And Metric Transport In Evolving Epidemiological State Spaces, Victor Wanjala, Amenya Collins

Neutrosophic Sets and Systems

No abstract provided.

A Neutrosophic Assay-Consensus Gate For Class-Balanced Selective Molecular Bioactivity Prediction, Eman Elzahed, Mariam Ahmed, Reda Ramadan

Neutrosophic Sets and Systems

No abstract provided.

On Minimal Realizations Of Neutrosophic Languages: A Categorical Approach, Anil Kumar Ram, Anupam K. Singh

Neutrosophic Sets and Systems

No abstract provided.

Applications Of Neutrosophic Topology In Gold Rate Analysis In India, N. Raksha Ben, G. Helen Rajapushpam

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic Sets And Systems, Vol. 102, 2027, Florentin Smarandache, Mohamed Abdel-Basset, Maikel. Leyva Vazquez

Neutrosophic Sets and Systems

No abstract provided.

2026 Open Access Month Presentation, Jennifer Jordan

Open Access Week

No abstract provided.

Developing Oer For Ai Assisted Ecure Framework, Kuangchiu Joe Ho

OER at Tech Days

No abstract provided.

The Colorado River Upper Initial Units Take Center Stage, Eric Kuhn, Anne Castle, Jack Schmidt, Kathryn Sorensen, Katherine Tara

The Traveling Wilburys of the Colorado River

In 1956, Congress authorized the Upper Initial Units—Flaming Gorge Reservoir,

Navajo Reservoir, and the Aspinall Unit (UIUs)—for a variety of water use

purposes in the Upper Colorado River Basin, including compliance with the

1922 Colorado River Compact (1922 Compact). The historical record is clear

that the primary reason these reservoirs exist is to satisfy the math of the 1922

Compact and the obligations it imposed on the Upper Division States

regarding flows at Lee Ferry.

New Mexico Health Care Workforce Committee 2026 Annual Report, University Of New Mexico - Health Sciences Center

New Mexico Health Care Workforce Committee (2013-ongoing)

No abstract provided.

From Disaster To Resilience: Developing Smart Settlements In The Himalayas, Keshav Bhattarai, Ambika P. Adhikari

Himalayan Research Papers Archive

Nepal’s catastrophic 26 August 2026 Bhote Koshi–Trishuli flood should be understood not only as a humanitarian tragedy but also as a potentially major turning point in updating national settlement and reconstruction policy. Engineers and scientists have described the floods as a glacier–bedrock collapse that triggered an ice-rock avalanche and debris flow. As per the live updates on September 7, 2026, the total death toll was 1,355, and 4,996 people were missing (The Hindu, 2026). Indian and Nepali rescuers worked urgently to locate and rescue people buried under hydropower tunnels, buildings, mud, and landslide debris.

UN News reported on September 3, …

Preface. Neutrosophic Decision-Making, Artificial Intelligence And Large Language Models: Applications In Engineering, Education And Public Policy In Latin America. Special Issue Of The International Academic Meeting At Universidad Bernardo O'Higgins, Santiago, Chile (2026), Maikel Yelandi Leyva Vazquez, Alexis Matheu Perez, Florentin Smarandache

Neutrosophic Sets and Systems

This special issue collects the papers presented at, and derived from, the international academic meeting held at Universidad Bernardo O'Higgins (UBO) in Santiago, Chile, over two days: Tuesday, June 30 and Wednesday, July 1, 2026. The meeting, organized by Professors Maikel Yelandi Leyva Vazquez and Alexis Matheu Perez, was honored by the presence of Professor Florentin Smarandache, founder of neutrosophy. Sessions covered the foundations of neutrosophic logic, NeutroAlgebra and AntiAlgebra, plithogenic statistics and probability, the epistemic auditing of large language models, and their applications to higher education, institutional evaluation, and public policy, in connection with the FONDECYT Regular 2026 project …

Beyond National Accuracy: A Neutrosophic Geographic Evidence Audit Of Preschool-Attendance Prediction In Ecuador (Ensanut 2018), Cindy Patricia Campoverde Vera

Neutrosophic Sets and Systems

Predictive models built on national surveys are usually summarized by one aggregate performance figure, yet a national metric may conceal large differences in how the model behaves across territories. We examined this problem with the 2018 Ecuadorian National Health and Nutrition Survey (ENSANUT 2018). A conventional Random Forest trained on five child and household variables reached a national accuracy of 64.83% against a majority-class baseline of 54.40%. This aggregate concealed substantial geographic heterogeneity: provincial accuracy ranged from 56.1% (Bolivar) to 78.0% (Canar). To represent this evidence without collapsing it into one number we formalize a Neutrosophic Geographic Evidence Audit (NGEA), …

Project-Based Learning And Mathematical Competencies In Primary Education: A Neutrosophic Cognitive Map Reading Of A Critical Integrative Review, Uriostegui Adan Yurithzi Majogani

Neutrosophic Sets and Systems

Developing mathematical competencies in primary school is essential for interacting with the environment. Faced with the limitations of traditional direct instruction, project-based learning (PBL) has emerged as an active alternative. This study analyzes, through a critical integrative review of ten reference studies (2016-2026), whether PBL determines the development of basic mathematical competencies in primary school students, and formalizes the resulting conceptual system as a neutrosophic cognitive map (NCM) with eight concepts and nine causal connections classified as positive, negative, or indeterminate. The static analysis of the map identifies PBL as the most central concept and makes explicit that the direct …

Verified, Unsupported, Or Contradicted? A Neutrosophic Evidence Audit Of Public-Security Dashboard Indicators: Citizen-Security Incidents Reported To Ecuador's Ecu911, July 2026, Jhon Jairo Tuz Chamorro

Neutrosophic Sets and Systems

Administrative dashboards display values whose evidential support is rarely audited. This study characterised the open file of incidents reported during July 2026 to Ecuador's Integrated Security Service ECU911. The analysis demonstrated that population normalisation substantially changed the territorial ranking. Three dashboard indicators that failed evidential review were used as validation cases for the proposed Neutrosophic Dashboard Indicator Audit (NDIA), under which each indicator is treated as a proposition whose numerical value and interpretation must be adequately supported by the underlying data and computational procedure. The audit distinguished between different forms of evidential failure, including a computational contradiction, a claim unsupported …

Beyond Scalar Uncertainty: Independent Neutrosophic Evidence Coordinates For Conflict-Aware Retrieval-Augmented Generation, Florentin Smarandache, Maikel Yelandi Leyva Vazquez

Neutrosophic Sets and Systems

Retrieval-augmented generation (RAG) pipelines reduce the quality of retrieved evidence to one number, and common scalar uncertainty summaries conflate evidential distinctions that a three-coordinate representation keeps apart: insufficient, contradictory and explicitly indeterminate evidence. We use the non-normalized neutrosophic triple (T, I, F) as a testable multidimensional evidence representation, with independent channels for support, explicit indeterminacy and opposition, and subject its defining design principle to a controlled empirical test on a pre-specified battery built on Climate-FEVER, validated externally on ConfRAG. The independent triple gives the best five-way behaviour with the LLM evaluator; normalization deletes the magnitude that signals insufficiency. The benefit …

Generative Artificial Intelligence As A Formative Mediator In Mathematical Task Design: An Ontosemiotic-Neutrosophic Analysis Of Didactical Suitability In Teacher Education, Arian Vazquez Alvarez

Neutrosophic Sets and Systems

The transformation of mathematics teaching in the digital society demands the integration of emerging technologies with solid pedagogical foundations. This study analyses the mediation of generative artificial intelligence (GAI) in the design of mathematical tasks from the Ontosemiotic Approach (OSA). A neutrosophic reading is introduced to preserve, rather than collapse, the evidential structure of GAI-mediated tasks, annotating each facet with independent degrees of truth (T), indeterminacy (I), and falsity (F) and modelling the teacher's critical mediation as an operator of evidence refinement. GAI does not replace the teacher but strengthens their role as epistemological mediator and fosters critical didactic thinking.

Generative Ai For Curriculum And Assessment Design In Competency-Based Tvet: An Exploratory Evidence Map With Neutrosophic Annotations, Maria Del Refugio Patino Cayetano, Blanca Estela Calderon Munoz

Neutrosophic Sets and Systems

Technological and polytechnic universities in Mexico revise their competency-based study plans on a multi-year cycle, and generative AI (GAI) tools are increasingly used informally by faculty to draft curriculum documents and evaluation instruments, without a published evidence base for the practice. This paper reports an exploratory, non-registered scoping search of the OpenAlex database for evidence on GAI use in curriculum and assessment design, read against four explicit propositions. What remains undocumented is narrower: authoring of curriculum or evaluation documents by GAI inside a multi-year, institutional, competency-based TVET/polytechnic revision cycle, specifically within the Textile Design and Fashion Engineering discipline.

Field-Deployable Pose Estimation For Youth Athlete Screening: A Reproducible Protocol And Its Sensitivity Limits In A Genetically Controlled Case Series, Darvin Manuel Ramirez Guerra, Christian Edison De La Torre Choque, Jorge Guiseppe Herrera Chamorro, Jordi Kevin Flores Zabaleta

Neutrosophic Sets and Systems

Smartphone pose-estimation applications promise laboratory-grade biomechanical screening at negligible cost, an attractive prospect for youth sport programmes in low-resource settings. This paper contributes a reproducible field protocol for smartphone-based postural and jump screening, and reports its behaviour on a deliberately adversarial test case: a set of sex-discordant triplets (n = 3, age 13 years) who share prenatal environment, socioeconomic context and training history. The contribution is the protocol, the fully reported case data, and an explicit statement of what a criterion-validation study against force platforms and open pose estimators would need to establish before field screening claims can be sustained.

How Much Of A Multicriteria Ranking Is The Data And How Much Is The Arithmetic? A Neutrosophic Stress Test On Stakeholder Perception Data, Leili Genoveva Lopezdominguez Rivas, Sol David Lopezdominguez Rivas, Dixie Marisol Lopezdominguez Rivas, Franklin Parrales-Bravo

Neutrosophic Sets and Systems

Multicriteria rankings computed on aggregated survey means are routinely used to allocate improvement budgets in higher education, and they are read as if the closeness coefficients were ratios of need. This paper shows, on real data, that a large part of what such a ranking reports is arithmetic rather than evidence. Using doctoral survey data on university-society engagement from two state universities in Guayaquil, Ecuador, we compare a crisp entropy-TOPSIS treatment with a single-valued neutrosophic treatment in which the indeterminacy component is measured from inter-stakeholder dissent. We report that the fine order of the ranking is not identifiable from these …

Ahp-Topsis-Based Cybersecurity Control Prioritization For Local E-Government: Integrating Cobit 2019 And Iso/Iec 27001:2022 In Ecuador, Gabriel Neptali Bailon Arcentales, Jair Andres Semblantes Pinto, Noel Batista Hernandez

Neutrosophic Sets and Systems

Local governments in Ecuador manage critical citizen services yet operate with limited cybersecurity maturity. This paper presents MPEC-GAD, a cybersecurity governance model integrating COBIT 2019 strategic alignment with ISO/IEC 27001:2022 technical controls, using AHP-TOPSIS multi-criteria prioritization. Applied to GAD Jaramijo (Manabi, Ecuador), the four decision criteria weight risk reduction, implementation cost, deployment time, and technical complexity (AHP Consistency Ratio CR = 0.0054 < 0.10). The TOPSIS ranking directs scarce resources toward the 47 mandatory EGSI controls with highest risk-reduction per investment unit. A single-round structured review by seven experts rated pertinence, viability and completeness with mean scores >=4.0/5.0.

How Certain Is An Institutional Research Profile? Three Undeclared Decisions, And A Neutrosophic Reading Of What They Cost, Alexis Matheu Perez, Bastian Gutierrez

Neutrosophic Sets and Systems

Institutional bibliometric profiles report Lotka's exponent, a Bradford core and a Price ratio as if they were properties of the institution. They are properties of the institution together with three decisions that the reporting almost never states: which source defines the corpus, which document types are compared, and which population of authors the laws are fitted on. This article measures what each decision is worth, using Universidad Bernardo O'Higgins (UBO, Santiago, Chile) as the case and Universidad Bolivariana del Ecuador as a control. Since the resulting uncertainty is not sampling error, we give it a place to be reported: a …

Sexual Education And Sti Prevention In High School: A Neutrosophic Analysis Of The Opportunities And Risks Of Generative Artificial Intelligence, Antonio Pioquinto Rivera, Gregorio Nunez Hernandez, Rosalinda Villa Juarez

Neutrosophic Sets and Systems

Sexually transmitted infections (STIs) remain a critical challenge during adolescence. Given the limitations of traditional sex education, generative artificial intelligence (GAI) has emerged as a personalized and anonymous consultation alternative. This study analyzes, from a neutrosophic perspective, the scientific evidence published between 2019 and 2026 on the use of GAI to strengthen STI prevention among high school students. Through a critical integrative review of thirteen reference studies, a matrix was built that classifies the findings across four dimensions (AI-mediated learning, sexual education, STI prevention, and educational equity) according to their truth (T), falsity (F), and indeterminacy (I) components. The results …