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Neutrosophic Hypothesis To Validate The Efficacy And Safety Of Propolis In The Treatment Of External Bacterial Otitis In Canines, Nancy M. Cueva-Salazar
Neutrosophic Hypothesis To Validate The Efficacy And Safety Of Propolis In The Treatment Of External Bacterial Otitis In Canines, Nancy M. Cueva-Salazar
Neutrosophic Sets and Systems
Propolis, known for its antibacterial, antifungal, antioxidant, antiviral, immunomodulatory, and anti-parasitic properties, has been the subject of this study to evaluate its efficacy and safety in the treatment of bacterial external otitis in domestic canines. Through questionnaires administered to veterinary experts and the use of neutrosophic logic for hypothesis test-ing, perceptions based on clinical experiences and scientific literature were analyzed. The results indicate strong agree-ment that propolis is effective and safe, surpassing some aspects of conventional antibiotic treatments and demonstrating high tolerability without serious side effects. This acceptance underscores its potential as a natural alternative in veterinary treatments, particularly valuable …
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
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 …
Model Of Tax Culture Impact On The Financial Sustainability Of Small And Medium Enterprises In Ecuador Based On Neutrosophic Hypersoft Sets, Gloria Angelica Valderrama Barragán, Edwin Favio Valderrama Barragán, Víctor Manuel Viteri Miranda, Dessire Amandiz Castro Valderrama, Italo Del Carmen Palacios Anzules
Model Of Tax Culture Impact On The Financial Sustainability Of Small And Medium Enterprises In Ecuador Based On Neutrosophic Hypersoft Sets, Gloria Angelica Valderrama Barragán, Edwin Favio Valderrama Barragán, Víctor Manuel Viteri Miranda, Dessire Amandiz Castro Valderrama, Italo Del Carmen Palacios Anzules
Neutrosophic Sets and Systems
The tax culture of a country consists of several factors to take into account. Tax evasion is a widespread problem in the world today. Ecuadorian Small and Medium Enterprises (SMEs) as a whole have a great impact on the country's economy and have a weight to consider. This is why it is important to measure the tax behavior of Ecuadorian SMEs. This paper aims to propose a neutrosophic model to measure the tax culture of SMEs in Ecuador. To do this, we base on a model de-signed from the Neutrosophic theory and HyperSoft Sets. Hypersoft Sets extend Soft Sets from …
The Rheological Analysis Of Ancestral Beverages, Neutrosophic C-Means (Ncm) Clustering Algorithm Of Data, Ana M. Trávez-Castellano, Gabriela B. Arias-Palma, Renato A. Romero-Corral
The Rheological Analysis Of Ancestral Beverages, Neutrosophic C-Means (Ncm) Clustering Algorithm Of Data, Ana M. Trávez-Castellano, Gabriela B. Arias-Palma, Renato A. Romero-Corral
Neutrosophic Sets and Systems
This study focuses on the rheological analysis of cassava and chonta chichas (Manihot esculenta Crantz and Bactris gasipaes) produced in the Province of Pastaza, aiming to preserve and disseminate the cultural and nutritional heritage of these traditional beverages. The research emphasizes the integration of ancestral knowledge into modern production prac-tices, exploring sensory characteristics that could influence consumer preferences and production standardization. In Pas-taza, it has been observed that traditional production methods, such as chewing cassava and chonta to initiate fermentation, expose the product to microbial risks, making it potentially unpalatable and unsafe for consumption. To address these is-sues, this work …
Comparison Of Fuzzy Cognitive Maps And Sem In Estimating The Perception Of Corporate Social Responsibility, Roberto Arias Figueroa, Evelyn Tovar Molina, Angelita Romero Poveda, Darío Díaz Muñoz
Comparison Of Fuzzy Cognitive Maps And Sem In Estimating The Perception Of Corporate Social Responsibility, Roberto Arias Figueroa, Evelyn Tovar Molina, Angelita Romero Poveda, Darío Díaz Muñoz
Neutrosophic Sets and Systems
This study examines the impact of the perception of corporate social responsibility (CSR) on the perceptions of clients, em-ployees, and managers in small and medium enterprises (SMEs) in Ecuador. Utilizing a combination of Structural Equation Modeling (SEM) and Fuzzy Cognitive Maps (FCM), the research addresses how CSR policies influence the various internal stakeholders of companies, identifying complex structures of interaction and perception dynamics that could impact organi-zational performance. This neutrosophic framework not only enhances the understanding of CSR but also promotes the de-velopment of workplace welfare policies that effectively cater to a diverse range of staff needs and expectations. SEM …
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
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 …
Exploring The Impact Of Performance Audits On The Management Of Public Organizations Through The Analysis Of Plithogenic Statistics, César U. Marín-Eléspuru, David M. Melgarejo-Mariño, Edgar A. Solsol-Hidalgo, Domingo Chiroque-Sernaqué, José Ricardo Balbuena Hernández
Exploring The Impact Of Performance Audits On The Management Of Public Organizations Through The Analysis Of Plithogenic Statistics, César U. Marín-Eléspuru, David M. Melgarejo-Mariño, Edgar A. Solsol-Hidalgo, Domingo Chiroque-Sernaqué, José Ricardo Balbuena Hernández
Neutrosophic Sets and Systems
Exploring the impact of performance audits on public company management becomes a crucial field of study, highlighting how these critical assessments not only reveal operational effectiveness but also shape strategic and policy decisions. Plithogenic statistics analysis, in particular, emerges as an innovative approach that goes beyond traditional methods, introducing the inherent complexity of multiple interdependent variables and their dynamic effects on organizational outcomes. This statistical framework not only captures the inherent fluctuations in the data, but also unravels the root causes of varying performances, providing deep insights that challenge static perceptions of public administration. From a practical perspective, plithogenic analysis …
Use Of Neutrosophic Cognitive Maps For The Analysis Of Five Didactic Options For Instruction In The Numerical And Research Skills Of Accounting Students, José A. Orb Dávila, Rilke Chong Vela, Tomás F. Rosales León, Gina M. Castillo Huamán, Víctor R. Reátegui-Paredes
Use Of Neutrosophic Cognitive Maps For The Analysis Of Five Didactic Options For Instruction In The Numerical And Research Skills Of Accounting Students, José A. Orb Dávila, Rilke Chong Vela, Tomás F. Rosales León, Gina M. Castillo Huamán, Víctor R. Reátegui-Paredes
Neutrosophic Sets and Systems
This article explores the innovative use of Neutrosophic Cognitive Maps to evaluate and compare five teaching approaches aimed at improving numerical and research skills among accounting students. This methodology, which integrates elements of neutrosophic theory, allows us to capture the inherent uncertainty and ambiguities in the perception and evaluation of educational options. Through a detailed and systematic analysis, the strengths and limitations of each approach are examined, highlighting how Neutrosophic Cognitive Maps offer a robust conceptual structure for discerning between the subtle complex-ities that affect effective learning. The results reveal profound elements about how different teaching strategies can influence the …
Utilizing Svnl Owa Distance Measure And Neutrosophic Topsis In The Assessment Of Management Leadership Styles, Jairo Mauricio Puetate Paucar, Diego Fernando Coka Flores, René Estalin Portilla Paguay
Utilizing Svnl Owa Distance Measure And Neutrosophic Topsis In The Assessment Of Management Leadership Styles, Jairo Mauricio Puetate Paucar, Diego Fernando Coka Flores, René Estalin Portilla Paguay
Neutrosophic Sets and Systems
In the complex field of evaluating leadership styles, the integration and aggregation of data has become crucial. This article delves into the use of OWA-TOPSIS, a hybrid methodology that combines the Ordered Weighted Averages (OWA) Operator and the Method for Ordering Preferences by Similarity with the Ideal Solution (TOPSIS), to achieve an accurate and holistic assessment of leadership executive. By unifying diverse data and aggregating information from multiple sources, you achieve a more complete and nuanced view of management capabilities and styles. This approach not only improves the objectivity of the analysis, but also provides a powerful tool for decision-making …
Neutrogeometry And Fractal Geometry, Erick González-Caballero, Maikel Y. Leyva-Vázquez, Noel Batista-Hernández, Florentin Smarandache
Neutrogeometry And Fractal Geometry, Erick González-Caballero, Maikel Y. Leyva-Vázquez, Noel Batista-Hernández, Florentin Smarandache
Neutrosophic Sets and Systems
Geometries are structures with certain elements like points, lines, planes, and spaces, among others, that satisfy certain definitions, axioms, properties, and theorems for the total of the elements. NeutroGeometries are geometric structures that meet at least one of these concepts only partially, never for 100% or 0% of the elements. Until now, NeutroGeometries have been developed from the ideas of classical geometries such as Euclidean, Hyperbolic, Elliptic, Mixed (Smarandache) geometries, among others where axiomatization is the basis of their construction. This paper aims to discuss some ideas about the relationship between NeutroGeometries and fractal geometry. This relation is not necessarily …
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 {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 …
Study Of The Relationship Between Moderate Intermittent Exercise And Blood Pressure In Institutionalized Older Adult Patients, Using The Neutrosophic Correlation Coefficient, Lisbeth Josefina Reales Chacón, Jennifer Pamela Freire Núñez, Carmen Analía De La Cruz López, Víctor Manuel García Camacho, Lizbeth Geovanna Silva Guayasamín, Josselyn Gabriela Bonilla Ayala
Study Of The Relationship Between Moderate Intermittent Exercise And Blood Pressure In Institutionalized Older Adult Patients, Using The Neutrosophic Correlation Coefficient, Lisbeth Josefina Reales Chacón, Jennifer Pamela Freire Núñez, Carmen Analía De La Cruz López, Víctor Manuel García Camacho, Lizbeth Geovanna Silva Guayasamín, Josselyn Gabriela Bonilla Ayala
Neutrosophic Sets and Systems
This paper aims to analyze the effects of moderate intermittent exercise in institutionalized older adults and its relationship with blood pressure. It is an investigation where the impact of sporadic exercises on blood pressure values over time was evaluated. A total of 29 older adults were analyzed to whom moderate intermittent exercises were applied for 4 weeks, 3 times a week for 30 minutes each session, with 12 interventions. Because blood pressure is an indicator that changes over time during the course of the day and its measurement is not precise, we use single-valued neutrosophic sets as data instead of …
Assessing Higher Education's Role In Personality Formation Using Neutroalgebra, Jean Pierre Ramos-Carpio, Oscar José Alejo Machado, Jesús Estupiñán Ricardo, Angel Braulio Martinez Vasquez
Assessing Higher Education's Role In Personality Formation Using Neutroalgebra, Jean Pierre Ramos-Carpio, Oscar José Alejo Machado, Jesús Estupiñán Ricardo, Angel Braulio Martinez Vasquez
Neutrosophic Sets and Systems
This study examines the role of higher education in personality formation, highlighting its influence on the development of critical thinking, autonomy in decision-making, social skills, and creativity. While there is a favorable influence in these areas, the data also highlight limitations in developing problem-solving skills and cementing ethical and moral ideals. Emotional management has a neutral influence, whereas social awareness and citizenship reveal modest improvement, suggesting a need for increased attention on building civic involvement. The study proposes the use of neutroalgebra and neutrosophic theory to more accurately assess these abstract dimensions. Future work could explore the use of other …
Integration Of Neutroalgebra And Neutrosophic 2-Tuple Linguistic Likert Scales For Feasibility Assessment In Industrial Projects, Pablo Sebastián Volz Oporto, Nataly Eny Marcia Paredes Morán, Sergio Mysael Mamani Hancco, Augusto Li Chan
Integration Of Neutroalgebra And Neutrosophic 2-Tuple Linguistic Likert Scales For Feasibility Assessment In Industrial Projects, Pablo Sebastián Volz Oporto, Nataly Eny Marcia Paredes Morán, Sergio Mysael Mamani Hancco, Augusto Li Chan
Neutrosophic Sets and Systems
The study addresses the problem of evaluating the viability of complex industrial projects, specifically in the design of a chipboard plant. In the context where decision-making is loaded with uncertainty and multiple interdependent variables, it is critical to have methodologies that can capture this complexity. Despite advances in the feasibility assessment literature, a lack of approaches that effectively integrate indeterminacy and expert opinion in a quantifiable manner has been identified. This article seeks to fill that gap by proposing a method based on neutroAlgebra, combining neutrosophic 2-tuple linguistic models and the Prospector method. The methodology developed in the study allows …
Application Of Neutrosophic Cognitive Maps In The Jurisprudence Of The National Court Of Justice Of Ecuador, Alipio Cadena Posso, Diana Carolina Quiroz Gordillo, Diego Xavier Chamorro Valencia, Luis Andrés Crespo Berti, Vladimir Vega Falcón
Application Of Neutrosophic Cognitive Maps In The Jurisprudence Of The National Court Of Justice Of Ecuador, Alipio Cadena Posso, Diana Carolina Quiroz Gordillo, Diego Xavier Chamorro Valencia, Luis Andrés Crespo Berti, Vladimir Vega Falcón
Neutrosophic Sets and Systems
This research analyzes the use of neutrosophic cognitive maps in the jurisprudential examination of divorce in the National Court of Justice of Ecuador. The suggested technique intends to simulate the links between legal reasons and the psychological and emotional ramifications of divorce, therefore enhancing judicial decision-making. Resolution No. 0071 - 2018 - 38420 is evaluated to determine its influence on the protection of individual rights, presenting an original viewpoint on family law. The results gathered from the study underline the necessity to examine both the legal reasons and the psychological and emotional ramifications of divorce when making court judgments in …
Uncertainty Analysis In Prediction Intervals Using Neutrosophic Numbers, Héctor Félix Cerna Maguiña, Domingo Guzmán Chumpitaz Ramos, Ada Lucía Gallegos Ruiz Conejo, Nancy Isabel Pool Painted, Jesús Isabel Baltazar Ángeles
Uncertainty Analysis In Prediction Intervals Using Neutrosophic Numbers, Héctor Félix Cerna Maguiña, Domingo Guzmán Chumpitaz Ramos, Ada Lucía Gallegos Ruiz Conejo, Nancy Isabel Pool Painted, Jesús Isabel Baltazar Ángeles
Neutrosophic Sets and Systems
This study analyzes uncertainty in prediction intervals by applying neutrosophic numbers to quality of life forecasts based on characteristics such as compensation, job hours, years of experience, and academic level. Three examples were studied, with indeterminacy values ranging from 0.589 to 0.628. These statistics show that between 58.9% and 62.8% of the prediction intervals are affected by uncertainty. Higher indeterminacy levels reflect a stronger effect of external influences or unpredictability within the data. The analysis demonstrates that as variables like compensation and labor hours grow, so does the level of uncertainty in the projections. Neutrosophic numbers provide a valuable framework …
Plithogenic Statistical Analysis Of Teaching Performance In Student Autonomous Learning, Felipe Aguirre Chávez, Rolando Oscco Solorzano, Freddy Alejandro Soto Zedano, María Eva Oscco Solorzano, Richard Santiago Quivio Cuno, Delio Merma Saico
Plithogenic Statistical Analysis Of Teaching Performance In Student Autonomous Learning, Felipe Aguirre Chávez, Rolando Oscco Solorzano, Freddy Alejandro Soto Zedano, María Eva Oscco Solorzano, Richard Santiago Quivio Cuno, Delio Merma Saico
Neutrosophic Sets and Systems
In the current educational context, the effectiveness of teaching performance in blended environments has acquired significant relevance. The present research focused on evaluating the relationship between professional teaching competencies and the achievement of student competencies in the blended context. To this end, perceptions of teacher performance and instrumental, interpersonal, and systemic competencies were evaluated using plithogenic statistics. Among the results, they indicated that the student's perception of teaching performance in relation to classroom management and professional development was positive. However, areas of improvement were identified in interpersonal and technical skills. Observations suggest that teacher performance significantly influences the achievement of …
Assessing The Need For A Feminist Foreign Policy In Ecuador Through A Sentiment Analysis Based On Neutroalgebra, Daniela Cecilia Márquez Carriel, Luis Oña Garces, Arnaldo Vergara Romero, Fidel Márquez Sanchez
Assessing The Need For A Feminist Foreign Policy In Ecuador Through A Sentiment Analysis Based On Neutroalgebra, Daniela Cecilia Márquez Carriel, Luis Oña Garces, Arnaldo Vergara Romero, Fidel Márquez Sanchez
Neutrosophic Sets and Systems
This paper examines the potential for a feminist foreign policy in Ecuador, a concept gaining global attention but still new in local debates. While Ecuador's foreign policy has historically focused on economic and strategic interests, the rising influence of feminist movements is prompting discussions about integrating gender perspectives into diplomacy, trade, and international aid. Using neutrosophic sentiment analysis, the study finds divided opinions: while "Gender Equality" and "Human Rights" receive stable support, the "Economic Impact" variable shows significant uncertainty. Some view a feminist foreign policy as a way to enhance Ecuador's global standing and gender equity, while others are skeptical …
Integrating Neutrosophic Theory Into Regression Models For Enhanced Prediction Of Uncertainty In Social Innovation Ecosystems, Juan Carlos López Gutiérrez, Isarelis Pérez Ones, Jesús Estupiñán Ricardo, Jean Pierre Ramos Carpio
Integrating Neutrosophic Theory Into Regression Models For Enhanced Prediction Of Uncertainty In Social Innovation Ecosystems, Juan Carlos López Gutiérrez, Isarelis Pérez Ones, Jesús Estupiñán Ricardo, Jean Pierre Ramos Carpio
Neutrosophic Sets and Systems
This paper focuses on a crucial issue in data analysis: the incorporation of neutrosophic theory into regression prediction to accurately characterize and depict uncertainty in the social innovation ecosystem. The study centers on the limitations of conventional regression methods in modeling intricate and uncertain events related to social innovation, a subject of growing importance in a dynamic global landscape. This paper aims to address the gap in the literature by utilizing neutrosophic theory to provide a more comprehensive and dynamic representation of innovation processes, which are characterized by indeterminacy and ambiguity. The methodology employed for this study involves including neutrosophic …
Enhancing The Codification Of Crimes Against Humanity: A Neutrosophic And Analytical Approach To International Legal Frameworks, Marcia Esther España Heredia, Jorge Washigton Soxo Andachi, Nemis García Arias, Karina Pérez Teruel
Enhancing The Codification Of Crimes Against Humanity: A Neutrosophic And Analytical Approach To International Legal Frameworks, Marcia Esther España Heredia, Jorge Washigton Soxo Andachi, Nemis García Arias, Karina Pérez Teruel
Neutrosophic Sets and Systems
The present paper investigates the process of codifying crimes against humanity, with a specific focus on the difficulties encountered in achieving regulatory consistency and precision within international legal traditions. Notwithstanding the implementation of the Rome Statute and the endeavors of the International Law Commission (ILC), there are still deficiencies in the codification, namely in the areas of preventing and punishing these offenses. By employing the Neutrosophic Analytic Hierarchy Process (NAHP), Delphi method, and Neutrosophic Cognitive Maps (NCM), this study reveals key elements that impact the codification process. These elements include the necessity for a distinct convention and the sufficiency of …
Determining The Relationship Between Interculturality And Bilingualism In Bilingual Teaching In Peru Based On Plithogenic Statistics, Rafael Pinedo Coral, Aniceto Elías Aguilar Polo, Juan Ernesto Ríos Ángeles, Edgar Ricardo Yauri Rivera, Janett Karina Vásquez Pérez, Liliana Huaranga Rivera, Roberth Lozano Tacuri Toribio, Miriam Esther Campos Llana
Determining The Relationship Between Interculturality And Bilingualism In Bilingual Teaching In Peru Based On Plithogenic Statistics, Rafael Pinedo Coral, Aniceto Elías Aguilar Polo, Juan Ernesto Ríos Ángeles, Edgar Ricardo Yauri Rivera, Janett Karina Vásquez Pérez, Liliana Huaranga Rivera, Roberth Lozano Tacuri Toribio, Miriam Esther Campos Llana
Neutrosophic Sets and Systems
The development of this research was propitiated as its main goal to determine the level of relationship that exists between interculturality and bilingualism in bilingual teachers of regular basic education in the rural area of Callería, Ucayali, Peru, during 2023. The study was developed through simple random sampling, in the population that is made up of 581 bilingual teachers. The sample comprises 174 of these teachers, to whom two questionnaires were applied as data collection instruments prepared from the survey technique; thus concluding that there is a direct and significant relationship between interculturality and bilingualism. We determined that the use …
Advancing Influence In Social Networks Based On Game Theory, Adedamola Adesokan
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 …
Deep Learning Framework For Graph-Based Molecular Drug Discovery, Daniel Manu
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 …
Nidus Idearum. Scilogs, Xiv: Superhyperalgebra, Florentin Smarandache
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 …
On The Special Gamma Function Over The Complex Two-Fold Algebras, Nabil Khuder Salman
On The Special Gamma Function Over The Complex Two-Fold Algebras, Nabil Khuder Salman
Neutrosophic Sets and Systems
The concept of special functions plays an important role in mathematical analysis and physics as well. In this paper, we study some different types of the special Gamma function defined on the two-fold fuzzy complex field, where we combine the classical Gamma function with the two-fold fuzzy algebra defined on complex numbers. On the other hand, many elementary properties of this new special function will be determined in terms of theorems and proofs.
An Integrated Codas Method And Novel Surface-Based Weighted Distance Measures Under Neutrosophic Environment, Madineh Farnam, Gholam Hassan Shirdel, Majid Darehmiraki
An Integrated Codas Method And Novel Surface-Based Weighted Distance Measures Under Neutrosophic Environment, Madineh Farnam, Gholam Hassan Shirdel, Majid Darehmiraki
Neutrosophic Sets and Systems
Information theory provides suitable tools for solving practical problems, particularly multi-criteria decision-making (MCDM) problems under neutrosophic environments. Generally, a wide range of MCDM solution methods are constructed based on distance measures category. The defined distance measures for continuous neutrosophic numbers, especially its trapezoidal type, is very limited rather than discrete type. The main goals of this study is to come up with a way to add two new types of weighted distance measures based on meaningful surfaces: Euclidean and Hamming. To define these measures, all three components of the neutrosophic trapezoidal fuzzy number (truth, indeterminacy, and falsity membership functions) have …
A Hybrid Approach To Micro Vague Topological Space Via Neutrosophic Topological Space, Vargees Vahini T, Trinita Pricilla
A Hybrid Approach To Micro Vague Topological Space Via Neutrosophic Topological Space, Vargees Vahini T, Trinita Pricilla
Neutrosophic Sets and Systems
Plenty of topologists are exploring and discovering multiple forms of topological spaces. The chief objective of the current enquiry is to establish and evaluate an original hybrid topological space named Neutro sophic Micro Vague Topological Space. When contrasted with distinctive fuzzy sets, Neutrosophic Micro Vague sets give more adaptive framework for dealing with uncertainties and obscurity because they allow more nuanced portrayal of the multitude of the elements of inconsistencies. Some of the basic definitions and operations on Neutrosophic Micro Vague Sets are defined and examined with numerical examples. Furthermore,some of the basic algebraic properties of Neutrosophic Micro Vague Sets …
Neutrosophic Ranked Set Sampling Scheme For Estimating Population Mean: An Application To Demographic Data, Rajesh Singh, Anamika Kumari
Neutrosophic Ranked Set Sampling Scheme For Estimating Population Mean: An Application To Demographic Data, Rajesh Singh, Anamika Kumari
Neutrosophic Sets and Systems
The primary goal of this study is to address the limitations of classical statistics in handling am biguous or indeterminate data. The best alternative to classical and fuzzy statistics for handling such data uncertainty is neutrosophic statistics, which is a generalization of both. A generalization of classical statistics, neutrosophic statistics addresses hazy, ambiguous, and unclear information. To achieve this, this manuscript recommends the neutrosophic ranked set sampling approach. We have introduced neutrosophic estimators for estimating the mean of the finite population using auxiliary information under neutrosophic ranked set sampling to address the challenges of estimation of the population mean of …
Neutrosophic Sets And Systems, Vol. 68,2024, Florentin Smarandache, Mohamed Abdel-Basset, Said Broumi
Neutrosophic Sets And Systems, Vol. 68,2024, Florentin Smarandache, Mohamed Abdel-Basset, Said Broumi
Neutrosophic Sets and Systems
the whole volume
The Limits Of 2- Refined Neutrosophic, Yaser Ahmad Alhasan, Mohamed Elghazali Ali Mohieldin Mohamed, Raja Abdullah Abdulfatah
The Limits Of 2- Refined Neutrosophic, Yaser Ahmad Alhasan, Mohamed Elghazali Ali Mohieldin Mohamed, Raja Abdullah Abdulfatah
Neutrosophic Sets and Systems
this paper aims to present the limits of 2- refined neutrosophic, where we studied the of the neutrosophic factorization method and the neutrosophic rationalization method of the limits of 2- refined neutrosophic, we verified the results of these methods using the L'Hôpital's rule. Also We introduced some special limits and 2- refined neutrosophic trigonometric limits. In addition to clarifying this by solving appropriate numerical examples