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Study Of Victimization And Perception Of Insecurity In Ecuador: Application Of Hybrid Models With Logistic Regression, Machine Learning, And Neutrosophy, Lorenzo Cevallos-Torres, Mauro M. F. Mediano

Neutrosophic Sets and Systems

Given the victim's rising profile in contemporary victimology and criminology, this study examines victimization and the impact of perceived insecurity, paying particular attention to the situation in Ecuador, where reports of crime and violence in urban areas are on the rise. The overarching goal is to create a reliable model for victimization risk assessment that may also serve as an analytical tool for public policymaking and preventative efforts. One step is to build a classic logistic regression model that takes into account variables like age, sex, education level, occupational category, and level of physical activity. The goal is to understand …

Hap-Covid: Hybrid Model Integrating Machine Learning And Neutrosophic Statistics To Estimate Mortality Risk In Covid-19 Comorbid Patients, Daniel Iturburu-Salvador, Lorenzo Cevallos-Torres, Rosangela Caicedo-Quiroz, Irma Naranjo-Peña, Rosa Hernández-Magallanes, Rosa Gonzáles-Quiñones

Neutrosophic Sets and Systems

This study aims to utilize a hybrid predictive model to evaluate the mortality risk in COVID-19 patients with comorbidities. It is challenging to make clinical decisions while dealing with SARS-CoV-2 because of the high death rate related to chronic conditions such as diabetes, hypertension, chronic obstructive pulmonary disease (COPD), renal failure, heart disease, and cancer. To overcome this obstacle, a Monte Carlo algorithm-based simulated database was created, with clinical variables represented by Bernoulli and truncated normal distributions. Several prediction models, including Decision Trees, Naive Bayes, and Neutrosophic Statistics, were trained using this database. While the neutrosophic model permitted risk categorization …

Application Of Neutrosophic Statistics And The Communicative Pedagogical Model To Optimize Pronunciation Teaching In A1 Students Of Technical Careers In Higher Education, Rosa Hernández-Magallanes, Carmen Letamendi-Lazo, Josué Bonilla-Tenesaca

Neutrosophic Sets and Systems

This study presents findings aimed at improving English pronunciation instruction for A1-level students enrolled in technical programs at a public institution in Guayaquil, Ecuador. The research integrates neutrosophic statistics with the Communicative Language Teaching (CLT) approach to address ambiguity and complexity in educational contexts. Key factors such as teaching methodology effectiveness, instructors' content knowledge, CEFR implementation, course-objective alignment, module relevance, and departmental management were assessed. The neutrosophic framework enabled the identification of strengths, weaknesses, and areas of indeterminacy requiring contextual intervention. Based on the findings, the study proposes pedagogical alternatives through an English for Specific Purposes (ESP) model aligned with …

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

Neutrosophic Sets and Systems

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

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

Neutrosophic Sets and Systems

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

Foundation Of Appurtenance And Inclusion Equations For Constructing The Operations Of Neutrosophic Numbers Needed In Neutrosophic Statistics, Florentin Smarandache

Neutrosophic Systems with Applications

We introduce for the first time the appurtenance equation and inclusion equation, which help in understanding the operations with neutrosophic numbers within the frame of neutrosophic statistics. The way of solving them resembles the equations whose coefficients are sets (not single numbers).

Neutrosophic Statistical Analysis Of Temperatures Of Cities In The Southeastern Anatolia Region Of Turkey, Hacer Şengül Kandemir, Nazlım Deniz Aral, Murat Karakaş, Mikail Et

Neutrosophic Systems with Applications

In the paper, neutrosophic statistical analysis of temperature data of different cities in the southeastern Anatolia region of Turkey is given. The neutrosophic mean and neutrosophic coefficient of variation are computed using the temperature data. From the analysis, it is concluded that the temperatures of Mardin and Şanlıurfa cities are more consistent than the other cities in Turkey. In addition, the neutrosophic results are compared with results under classical statistics. Based on the comparative study, it can be concluded that neutrosophic statistical results are more adequate, flexible, and more informative than classical statistics.

Foundation Of Appurtenance And Inclusion Equations For Constructing The Operations Of Neutrosophic Numbers Needed In Neutrosophic Statistics Foundation Of Appurtenance And Inclusion Equations For Constructing The Operations Of Neutrosophic Numbers Needed In Neutrosophic Statistics, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

We introduce for the first time the appurtenance equation and inclusion equation, which help in understanding the operations with neutrosophic numbers within the frame of neutrosophic statistics. The way of solving them resembles the equations whose coefficients are sets (not single numbers).

Neutrosophic Statistical Analysis Of Arthrofibrosis Of The Knee Rehabilitation, Sara Guerrón Enríquez, Zuly Ribel Nazate Chugá, Ruth Isabel Tavera, María Clemencia Villareal Gel, Darvin Manuel Ramírez Guerra

Neutrosophic Sets and Systems

This research aims at deepening the validation of knee arthrofibrosis rehabilitation techniques. It begins with a bibliographic review and an initial diagnosis that justifies the need to investigate these issues, and aspects that give consistency to them. We designed both a pre-test and a post-test, where the patient is physically examined, as well as a questionnaire is applied about the degree of pain or degree of independence. In the study we proposed to the patients to answer questions about the pain degree in form of intervals rather than single values, this allows us to assess most accurately what patients feel, …

Kpi And Logistics Dashboard Design Using Neutrosophic Statistics, Jorge Fernando Goyes García, Leonardo Humberto Carrión Hurtado, Mario Andrés León Yacelga, Jenny Fernanda Enríquez Chugá

Neutrosophic Sets and Systems

KPIs in logistics are key indicators to measure the evolution of the company and execute continuous improvement actions. This series of data, ratios, and percentages constitute a solid base on which to support our decision-making to achieve logistical excellence, by identifying with greater accuracy the opportunities for improvement to know the problem areas on time and understand the low yields. To ensure that the KPIs fulfill the purpose of generating a practical tool for all logistics professionals who wish to effectively control each of the operations that are implicit in the processes, their integration with the dashboards is necessary. This …

Neutrosophic Analysis Of The Educational Orientation To The Diabetic Patient That Reflects Its Impact On The Quality Of Life, Ronelsys Martínez Martínez, Elizabeth Cristina Mayorga Aldaz, Olga Pampin Copa, Kenia Peñafiel Jaramillo

Neutrosophic Sets and Systems

This investigation is founded on the premise of the need to carry out a neutrosophic analysis of the educational orientation of the diabetic patient, which shows its impact on quality of life. To deal with the subject, it relies on an educational guide. We used a questionnaire consisting of seven questions to investigate the state of knowledge on diabetes in a sample of 210 diabetic patients. We defined a scale, where patients can answer in the form of intervals, such that we obtain as accurately as possible the patients’ opinions. We processed the data utilizing Neutrosophic Statistics, which extends statistical …

Introduction To Neutrosophic Statistics, Florentin Smarandache

Branch Mathematics and Statistics Faculty and Staff Publications

Neutrosophic Statistics means statistical analysis of population or sample that has indeterminate (imprecise, ambiguous, vague, incomplete, unknown) data. For example, the population or sample size might not be exactly determinate because of some individuals that partially belong to the population or sample, and partially they do not belong, or individuals whose appurtenance is completely unknown. Also, there are population or sample individuals whose data could be indeterminate.

In this book, we develop the 1995 notion of neutrosophic statistics. We present various practical examples. It is possible to define the neutrosophic statistics in many ways, because there are various types of …