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Identification Of Critical Pollution Factors In The Chibunga River Using Indetermsoft Ensembles And The C4.5 Decision-Making Algorithm, Mesías Elías Machado Maliza, Gabriela Alejandra Rojas Chávez, Karen Andrea Cayancela Arequipa, María José Calderón Velázquez
Identification Of Critical Pollution Factors In The Chibunga River Using Indetermsoft Ensembles And The C4.5 Decision-Making Algorithm, Mesías Elías Machado Maliza, Gabriela Alejandra Rojas Chávez, Karen Andrea Cayancela Arequipa, María José Calderón Velázquez
Neutrosophic Sets and Systems
This dissertation fills a gap by assessing what aspects pollute the Chibunga River of Riobamba, Ecuador, which is becoming increasingly polluted. Pollution is a growing source of concern for ecosystems and human health, so assessing what factors is important. Applicable to an increasingly querulous society where river pollution has led to legal ramifications in Ecuador's Monjas and Machángara Rivers, creating a need for more protections and preventative measures makes this study relevant. The literature review cites established studies that have assessed river pollution occurrences similar to the Chibunga River. Still, none have assessed the concern via a truly indeterminate/incomplete approach …
Technarrative Model (Ntm) For The Symbolic-Emotional Evaluation Of Architectural Space: A Neutrosophic Multiperspectivism Approach, Jesús Rafael Hechavarría-Hernández, Ana María Padrón-Medina, Erika Ascencio Jordán
Technarrative Model (Ntm) For The Symbolic-Emotional Evaluation Of Architectural Space: A Neutrosophic Multiperspectivism Approach, Jesús Rafael Hechavarría-Hernández, Ana María Padrón-Medina, Erika Ascencio Jordán
Neutrosophic Sets and Systems
This research answers the need to evaluate an architectural space from a non-technical standpoint relative to its symbolism/emotion charge that is not taken into account by the design/planning of such public spaces. This research problem is sociologically relevant as today; architecture does not only dictate the layout of the physical world but also the group existence, sensitivity to experiences and modes of social appropriation. Yet the state-of- the-art literature provides purely professional and empirical avenues of investigation driven by economic/aesthetic value with no pathway for understanding appreciation of ambiguity and the multiple perspectives at play. Thus, a Neutrosophic Technarrative Model …
Hyperbolic Geometry And Neutrosophic Trigonometry: A Unified Approach To Uncertainty Management In Geometric Spaces, Yismandry González Vargas, Diana Padrón Carrasco
Hyperbolic Geometry And Neutrosophic Trigonometry: A Unified Approach To Uncertainty Management In Geometric Spaces, Yismandry González Vargas, Diana Padrón Carrasco
Neutrosophic Sets and Systems
This paper addresses the challenge of modeling uncertainty in hyperbolic geometry, where non-Euclidean properties, such as angle sums in triangles smaller than 180°, complicate traditional trigonometric calculations. The relevance of this topic lies in its application in fields such as cosmology, robotics, and signal processing, where curved spaces and imprecision are common. Although the literature has explored fuzzy geometry and trigonometry under uncertainty, it lacks a framework that integrates negative curvature with explicit indeterminacy. To overcome this gap, a methodology is proposed that combines hyperbolic geometry with neutrosophic trigonometry, using neutrosophic sets (T, I, F) to represent angles and calculate …
Scholarai Scholarly Article Search Strategies With The Ayni Method Multi-Neutrosophic For Ethical Information Management In Ai, Ennio Jesús Mérida Córdova, Elizabeth Esther Vergel Parejo, Raúl López Fernández
Scholarai Scholarly Article Search Strategies With The Ayni Method Multi-Neutrosophic For Ethical Information Management In Ai, Ennio Jesús Mérida Córdova, Elizabeth Esther Vergel Parejo, Raúl López Fernández
Neutrosophic Sets and Systems
In a digital world where scientific articles are published at an unprecedented rate, an additional step in the research process to facilitate discovery is an effective search and filtering for worthwhile articles. Thus, this study aims to solve the following research problem: how to search for scientific articles using artificial intelligence (AI) while applying ethical considerations and ancestral knowledge? The topical relevance is that as AI is a great vessel to seek potentially accessible knowledge, searches can be guaranteed through accuracy, inclusivity, and ethics. While many studies exist on the topic of AI related to searching, few, if any, extend …
Empowering Multigrade Interdisciplinary Assessment Through Plithogenic Offsets And Artificial Intelligence For Dynamic And Personalized Education, Roger Martinez Isaac, Rudy García Cobas, Carlos Roberto Humanante Cabrera, María Andrea Soto Granda, Linda Florangely Soto Torres
Empowering Multigrade Interdisciplinary Assessment Through Plithogenic Offsets And Artificial Intelligence For Dynamic And Personalized Education, Roger Martinez Isaac, Rudy García Cobas, Carlos Roberto Humanante Cabrera, María Andrea Soto Granda, Linda Florangely Soto Torres
Neutrosophic Sets and Systems
This contribution addresses the issue of interdisciplinary assessment in multigrade classrooms: the diverse levels and the assessment path's unclear direction fail to render efficient learning. How can assessment be refined to avoid such discrepancies and establish a better path of equalized and contextualized learning? It's a pressing question for 21st-century learning—more so in rural areas where interdisciplinary attempts can create holistic and connected learning for the learners—but the literature fails to guide systematically, apart from rendering systematic solutions that rely only on tacit, non-explicit, technical interventions. Therefore this research contributes a systematic intervention that combines a Plithogenic Offset—neutrosophic attempts to …
Exploring Irrational Number Learning Using The Plithogenic Hypothesis Method: Integrating Incommensurability, Decimal Representations, And Cognitive Conflict, Daniel Alberto Vaderrama Martinez, Gerardo Antonio Chacon Guerrero, Osvaldo Jesus Rojas Velazquez
Exploring Irrational Number Learning Using The Plithogenic Hypothesis Method: Integrating Incommensurability, Decimal Representations, And Cognitive Conflict, Daniel Alberto Vaderrama Martinez, Gerardo Antonio Chacon Guerrero, Osvaldo Jesus Rojas Velazquez
Neutrosophic Sets and Systems
This dissertation aimed to formulate a theory regarding high school students' learning of irrational numbers with the plithogenic hypothesis method as a modeling instructional approach for incommensurability, decimal expansions, and cognitive conflict. Using a concurrent Design-Based Research (DBR) and Grounded Theory (GT) method with twelve eleventh-grade students during 2025 in Bogotá, Colombia, four didactic interventions occurred addressing incommensurability, geometric representations, approximated sequences, and interdisciplinary uses; data were analyzed through systematic coding and plithogenic matrices, with results presented through truth, uncertainty, and falsity. Conclusions revealed that incommensurability (60% consensus) serves as a conceptual anchor to justify subsequent understandings, decimal expansions (50% …
Neutrosophic Framework For Violence Prediction In Urban Environments: A Hybrid Approach Integrating Fsqca And Machine Learning For Public Safety Decision-Making, Alfonso Aníbal Guijarro Rodríguez, Tatiana Mabel Alcívar Maldonaldo, Leili Genoveva Lopezdominguez, Matilde Briggitte Silvers Briones, John Henry Fernández Vera
Neutrosophic Framework For Violence Prediction In Urban Environments: A Hybrid Approach Integrating Fsqca And Machine Learning For Public Safety Decision-Making, Alfonso Aníbal Guijarro Rodríguez, Tatiana Mabel Alcívar Maldonaldo, Leili Genoveva Lopezdominguez, Matilde Briggitte Silvers Briones, John Henry Fernández Vera
Neutrosophic Sets and Systems
In the context of citizen security, predictive systems for urban violence are essential for preventive decision-making and the efficient allocation of security resources. This work proposes an innovative neutrosophic framework that integrates Fuzzy Qualitative Qualitative Comparative Analysis ( fsQCA ) with Machine Learning algorithms to predict urban violence patterns in complex and uncertain environments. Neutrosophic logic allows handling the uncertainty, imprecision and inconsistencies inherent in social data, while fsQCA identifies complex causal configurations that traditional statistical methods cannot capture. The developed hybrid model combines Random Forest, fuzzy logic, and neutrosophic logic are used to process homicide data, demographic variables, and …
Between Excellence And Sustainability: A Critical And Bibliometric Review With A Neutrosophic Approach To Academic Quality And Financial Health In Chilean Higher Education, Herminia Gavilán, Claudio Ruff, Luis Benites, Alexis Matheu
Between Excellence And Sustainability: A Critical And Bibliometric Review With A Neutrosophic Approach To Academic Quality And Financial Health In Chilean Higher Education, Herminia Gavilán, Claudio Ruff, Luis Benites, Alexis Matheu
Neutrosophic Sets and Systems
This article develops a critical and bibliometric review of academic quality and financial health in Chilean higher education, within socio-academic contexts in which current Latin American social problems simultaneously jeopardize equitable access, institutional sustainability, and quality standards. The review covers 63 documents indexed in international databases between 2010 and 2025, systematized under a neutrosophic stance detection methodology. The results highlight the risks of high tuition dependence, the positive effects of income diversification, and the relevance of governance, retention, and faculty profiles for financial and academic sustainability. In addition, demographic decline and increased competition emerge as contextual threats. The study integrates …
Validation Of Relationships Between Effective Lead-Ership And Organizational Performance Through Workplace Well‑Being: Formulation Of Neutrosophic Plithogenic Hypotheses In The Context Of Ecuadorian Public Higher Education, Otto Villaprado Chávez, Jaime Rivera Camino
Validation Of Relationships Between Effective Lead-Ership And Organizational Performance Through Workplace Well‑Being: Formulation Of Neutrosophic Plithogenic Hypotheses In The Context Of Ecuadorian Public Higher Education, Otto Villaprado Chávez, Jaime Rivera Camino
Neutrosophic Sets and Systems
This investigation correlates effective leadership with organizational performance of public universities in Ecuador, while employee well-being plays a mediating role. Such a topic is relevant because public educational management must be maximized since many public entities struggle with resources and human talent—such challenges translate to critical determinants of institutional quality and public and private market competitiveness. Moreover, whilst literature exists on leadership and performance, few have explored the mediation role of employee well-being in Latin America; thus, an opportunity arises to fill the literature gap with meaningful findings. Thus, to solve the problem, an approach based on neutrosophic plithogenic hypotheses …
Data Mining: Predictive Model Of The Socioeconomic Impact Of Covid-19 On The Income Of Cooperative Members Validated Using Neutrosophic Topsis And The Hausdorff Distance, Alexander Palacios Zurita, Rosa Giler Zambrano, Dayron Rumbaut Rangel
Data Mining: Predictive Model Of The Socioeconomic Impact Of Covid-19 On The Income Of Cooperative Members Validated Using Neutrosophic Topsis And The Hausdorff Distance, Alexander Palacios Zurita, Rosa Giler Zambrano, Dayron Rumbaut Rangel
Neutrosophic Sets and Systems
The COVID-19 pandemic generated a socioeconomic disruption that affected household income, making it crucial to identify modulating factors in vulnerable contexts. This study aimed to develop a predictive model using data mining to determine the socioeconomic, demographic, and well-being factors that influence the income level of 1,456 members of three cooperatives in Manabí, Ecuador, before, during, and after the lockdown. The Interindustry Standard Process for Data Mining methodology was employed. The survey data were segmented into training and test sets, with oversampling applied to the minority classes to correct for imbalances. Several supervised classification algorithms were trained and evaluated in …
Modeling Numerical Thinking In Second-Year Students Using Neutrosophic Cognitive Maps In Game-Based Learning, Nayade Caridad Reyes Palau, Amable Nelly Hodelín, Elizabeth Esther Vergel De Salazar, Lidia Carmita Pucha Medina, Mariela Alexandra Flores García
Modeling Numerical Thinking In Second-Year Students Using Neutrosophic Cognitive Maps In Game-Based Learning, Nayade Caridad Reyes Palau, Amable Nelly Hodelín, Elizabeth Esther Vergel De Salazar, Lidia Carmita Pucha Medina, Mariela Alexandra Flores García
Neutrosophic Sets and Systems
This problem is a development of numerical thinking of second course Basic General Education students where insufficient understanding of digits and little enthusiasm obstructs proper learning. The topicality of the problem is relevant since understanding numbers since early age allows for proper academic growth and task oriented problem-solving success in the everyday life—it is needed in a quite strict setting that allows for great logical-mathematical skills. The previous solutions did not meet the requirements of recent studies conducted in the field of games learning, as they did not integrate the uncertainly that reflected the cognitive developments of children, nor did …
Neutrosophic Psychology In Playful Spelling Learning: Understanding Cognitive And Emotional Dynamics In Spelling Competence, Giselle Rodríguez Caballero, Martha Silvia Mancebo Calzado, Elsy Rodríguez Revelo, Lissett Aide Perea Tenorio, Cecilia Denisse Anangonó Corozo
Neutrosophic Psychology In Playful Spelling Learning: Understanding Cognitive And Emotional Dynamics In Spelling Competence, Giselle Rodríguez Caballero, Martha Silvia Mancebo Calzado, Elsy Rodríguez Revelo, Lissett Aide Perea Tenorio, Cecilia Denisse Anangonó Corozo
Neutrosophic Sets and Systems
The problem explored in this article is spelling ability of 3rd year students of Basic General Education and how neutrosophic psychology can enhance spelling rules through playful teaching. Spelling is an essential component of presenting one's thoughts formally and non-verbally; unfortunately, without motivation and without dynamic approaches, spelling becomes complicated. The problem is observed in problems of the contemporary educated world as (positional) writing is formalized, and the requirements of language standards always should be met, which means logic and causation should be added for future endeavors of logical thinking and orientations by the public. Thus, similar research exists regarding …
Descriptive And Diagnostic Analysis Of Customer Complaints For Different Electric Companies Of Ecuador Using Neutrosophic Logic, Marco Arguello Arguello, Franklin Parrales Bravo, Roberto Tolozano Benites, Dayron Rumbaut Rangel
Descriptive And Diagnostic Analysis Of Customer Complaints For Different Electric Companies Of Ecuador Using Neutrosophic Logic, Marco Arguello Arguello, Franklin Parrales Bravo, Roberto Tolozano Benites, Dayron Rumbaut Rangel
Neutrosophic Sets and Systems
This article presents a descriptive analysis of complaint and claim management by ARCONEL and Electricity Distribution Companies in Ecuador for the year 2023. The dataset includes information about complaint outcomes such as 'Procedentes' (resolved), 'No Procedentes' (dismissed), 'En Proceso' (pending), and 'Invalidado' (invalid). This analysis will examine the complaint dataset using neutrosophic logic, which extends traditional binary logic by incorporating indeterminacy. We apply Neutrosophic Logic to capture not only resolved and unresolved complaints, but also uncertainty in complaint status. Key findings reveal high median resolution rates (99.98%), yet notable disparities exist: Sierra region companies outperform those in Costa, and private …
Strengthening Reading Comprehension Through Affective Communication And Artificial Intelligence With Validation By Neutrosophic Numbers, Giselle Rodríguez Caballero, Rudy García Cobas, Elsy Rodríguez Revelo, Nidia María Cumbicus Castillo, Piedad Doraliza Cordero Cueva
Strengthening Reading Comprehension Through Affective Communication And Artificial Intelligence With Validation By Neutrosophic Numbers, Giselle Rodríguez Caballero, Rudy García Cobas, Elsy Rodríguez Revelo, Nidia María Cumbicus Castillo, Piedad Doraliza Cordero Cueva
Neutrosophic Sets and Systems
This investigation explores whether emotional communication empowered by artificial intelligence tools is needed for pedagogical integration for reading comprehension for Third Graders at Santiago Fernández García Educational Unit. Through Teacher interviews, classroom observations and pedagogical assessments, the investigator uncovered methodological insufficiencies that not only hinder the literal aspects of reading comprehension but also interpretative and critical aspects. Teachers hold a fortuitous upper hand regarding these advancements; however, test results show non-sufficient didactic planning geared toward emotional awareness strategy developments through artificial intelligence. Suggested artificial intelligence developments in this area show to be text generators or emotional detectors; however, this is …
A Neutrosophic Random Forest Framework For Uncertainty-Aware Classification Of Nursery School Applications, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Manuel Reyes-Wagnio, Dayron Rumbaut-Rangel, Leonel Vasquez-Cevallos
A Neutrosophic Random Forest Framework For Uncertainty-Aware Classification Of Nursery School Applications, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Manuel Reyes-Wagnio, Dayron Rumbaut-Rangel, Leonel Vasquez-Cevallos
Neutrosophic Sets and Systems
This paper presents a novel framework that integrates Random Forest classification with neutrosophic logic to address the challenge of uncertainty-aware decision-making in nursery school application processes. Using the publicly available Nursery dataset—which includes socio-familial attributes such as parental occupation, financial standing, and health conditions—the proposed model not only achieves high predictive accuracy (approximately 95%) but also quantifies uncertainty explicitly through neutrosophic sets defined by truth (T), indeterminacy (I), and falsity (F) membership degrees. This approach allows for a nuanced interpretation of classification confidence, distinguishing between clear-cut cases that can be automated and borderline instances requiring human expert review. By enabling …
Automated Ai Validation Of Neutrosophic Plithogenic Hypotheses In Multigrade Literacy Improvement, Isaac Roger Martínez, Débora Lucia Ponce Rivera, Maryuri Yvonne Guale Gómez, Rudy Garcia Cobas, Carlos Roberto Humanante Cabrera
Automated Ai Validation Of Neutrosophic Plithogenic Hypotheses In Multigrade Literacy Improvement, Isaac Roger Martínez, Débora Lucia Ponce Rivera, Maryuri Yvonne Guale Gómez, Rudy Garcia Cobas, Carlos Roberto Humanante Cabrera
Neutrosophic Sets and Systems
Literacy is acquired in multigrade classrooms in complicated scenarios because of varying literacy competencies and abilities and varied resources and materials. Thus, it's hard to determine if certain teaching interventions work. This is also a growing concern, a timely consideration, because as the institutions try to better the Quality of Education and prevent learning lags for multivariate classrooms are concerned. Yet the literature contains gaps where no direct attempt to stabilize teaching interventions is made despite the findings of many studies generating didactic interventions through the proceedings. Thus, this study fills the gap with an approach based upon hypothesis generation …
Neutrosophic Sets And Systems, Vol. 92, 2025, Florentin Smarandache, Maikel Yelandi Leyva, Mohamed Abdel‑Basset
Neutrosophic Sets And Systems, Vol. 92, 2025, Florentin Smarandache, Maikel Yelandi Leyva, Mohamed Abdel‑Basset
Neutrosophic Sets and Systems
No abstract provided.
A Neutrosophic Monte Carlo Framework For Modeling Indeterminate Participation And Cultural Impact In Tourism Service Quality Of Ethnic Sports Events, Chaolumen Ge, Xuelian Liu
A Neutrosophic Monte Carlo Framework For Modeling Indeterminate Participation And Cultural Impact In Tourism Service Quality Of Ethnic Sports Events, Chaolumen Ge, Xuelian Liu
Neutrosophic Sets and Systems
No abstract provided.
A Neutrosophic Framework For Resolving Statistical Paradoxes And Hypothesis Ambiguities In University Music Programs Teaching Quality Evaluation, Ying Zhang
Neutrosophic Sets and Systems
No abstract provided.
Probabilistic Single-Valued Neutrosophic Set For A Multidimensional Evaluation Of College Students’ Mental Health And Academic Success, Xue Wang, Lu Yang
Probabilistic Single-Valued Neutrosophic Set For A Multidimensional Evaluation Of College Students’ Mental Health And Academic Success, Xue Wang, Lu Yang
Neutrosophic Sets and Systems
No abstract provided.
Enhancing Cryptocurrency Prediction: A Fusion Of Machine Learning And Neutrosophic Programming, Ahmad Yusuf Adhami, Mohammad Parvej, Nabil Ahmed Khan, Mohd Khalid
Enhancing Cryptocurrency Prediction: A Fusion Of Machine Learning And Neutrosophic Programming, Ahmad Yusuf Adhami, Mohammad Parvej, Nabil Ahmed Khan, Mohd Khalid
Neutrosophic Sets and Systems
No abstract provided.
Modified Plithogenic Sets In Criterion Reduction In Optimal Decisioning On Robotized Technology, Nivetha Martin, Gabriel Xg Yue, Davron Aslonqulovich Juraev
Modified Plithogenic Sets In Criterion Reduction In Optimal Decisioning On Robotized Technology, Nivetha Martin, Gabriel Xg Yue, Davron Aslonqulovich Juraev
Neutrosophic Sets and Systems
No abstract provided.
A Neutrosophic Probabilistic Distribution Framework For Modeling Uncertainty In Political Learning Environments: Precision Delivery Models Evaluation For College Political-Ideological Education, Guangda Zhao
Neutrosophic Sets and Systems
No abstract provided.
Δ-Open Maps And-Closed Maps In Interval-Valued Neutrosophic Soft Topological Spaces, Vijayalakshmi B, Madhunika S
Δ-Open Maps And-Closed Maps In Interval-Valued Neutrosophic Soft Topological Spaces, Vijayalakshmi B, Madhunika S
Neutrosophic Sets and Systems
No abstract provided.
Aunified Framework For-Structures And Functorial Structure: Managing Super, Hyper, Superhyper, Tree, And Forest Uncertain Over/Under/Off Models, Takaaki Fujita, Florentin Smarandache
Aunified Framework For-Structures And Functorial Structure: Managing Super, Hyper, Superhyper, Tree, And Forest Uncertain Over/Under/Off Models, Takaaki Fujita, Florentin Smarandache
Neutrosophic Sets and Systems
No abstract provided.
Neutrosophic Modeling Of Cognitive Political Dynamics For Teaching Effectiveness In University Thought And Politics Curriculum In Blended Learning Environments, Xiaoqin Chen
Neutrosophic Sets and Systems
No abstract provided.
Developing Python-Based Software For Neutrosophic Set Operations, D. Vidhya, E. Subha
Developing Python-Based Software For Neutrosophic Set Operations, D. Vidhya, E. Subha
Neutrosophic Sets and Systems
No abstract provided.
Ne³-Dynamics: A Neutrosophic Dynamical Model For Measuring Performance In College Innovation And Entrepreneurship Education, Xuguang Dai, Ziwei Zhou, Jiachen Liu, Dun Hu
Ne³-Dynamics: A Neutrosophic Dynamical Model For Measuring Performance In College Innovation And Entrepreneurship Education, Xuguang Dai, Ziwei Zhou, Jiachen Liu, Dun Hu
Neutrosophic Sets and Systems
No abstract provided.
Triangular Neutrosophic Fuzzy Reliability Assessment Of A Coal Ash Handling System In Thermal Power Plant, Monika Saini, Ashish Kumar, Jagriti Singh Chundawat
Triangular Neutrosophic Fuzzy Reliability Assessment Of A Coal Ash Handling System In Thermal Power Plant, Monika Saini, Ashish Kumar, Jagriti Singh Chundawat
Neutrosophic Sets and Systems
No abstract provided.
Superhypersoft Sets Using Python And Its Applications In Neutrosophic Superhypersoft Sets Under Topsis Method, T. Kiruthika, M. Karpagadevi, S. Krishnaprakash, G. Deepa
Superhypersoft Sets Using Python And Its Applications In Neutrosophic Superhypersoft Sets Under Topsis Method, T. Kiruthika, M. Karpagadevi, S. Krishnaprakash, G. Deepa
Neutrosophic Sets and Systems
No abstract provided.