Listar IIT por autor "0000-0002-2365-4651"
Mostrando ítems 1-20 de 45
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A Preliminary Study of SMOTE on Imbalanced Big Datasets When Dealing with Sparse and Dense High Dimensionality
Bolivar, Armando (Springer, 2022-06-11)The interest in exploiting big datasets with machine learning has led to adapting classic strategies in this new paradigm determined by volume, speed, and variety. Because data quality is a determining factor in constructing ... -
Algoritmo de clasificación en un ambiente distribuido para la identificación de enfermedades en imágenes médicas
Florencia, Rogelio (2022-06-30)En este trabajo se aborda el problema de clasificación de estilos fotográficos con el uso de redes neuronales convolucionales, el cual está enfocado a analizar la parte estética de la imagen (estilo) y no a su contenido. ... -
Algoritmo de colonia de hormigas para abordar el problema de order picking
Sánchez Solís, Julia Patricia; Rivera Zarate, Gilberto; García, Vicente; Florencia, Rogelio; Cisneros Pérez, Mariel Sofía (Academia Journals, 2020-11-01)El order picking es uno de los procesos más importantes dentro de un almacén. Uno de los problemas a resolver, es el establecer una ruta de longitud corta para recolectar los productos de un pedido y minimizar los tiempos ... -
An ACO-based Hyper-heuristic for Sequencing Many-objective Evolutionary Algorithms that Consider Different Ways to Incorporate the DM's Preferences
Rivera Zarate, Gilberto (2022-11-19)Many-objective optimization is an area of interest common to researchers, professionals, and practitioners because of its real-world implications. Preference incorporation into Multi-Objective Evolutionary Algorithms (MOEAs) ... -
An interactive ACO enriched with an eclectic multi-criteria ordinal classifier to address many-objective optimisation problems
Rivera Zarate, Gilberto (2023-06-20)Despite the vast research on many-objective optimisation problems, the presence of many objective functions is still a challenge worthy of further study. A way to treat this kind of problem is to incorporate the preferences ... -
Analysis of Mental Fatigue Under Delivery Pressure and Considering Creativity and Precision to Organize and Distribute a Diorama to Represent Social Issues Based on Cultural Algorithms
Mejia, Jose; Sánchez Solís, Julia Patricia; García, Vicente; Rivera Zarate, Gilberto; Florencia, Rogelio; Díaz Román, José David (Springer, 2021-09-09)Mental fatigue is characterized by excessive work under pressure, which occurs when creativity, precision and organization of the material produced are required. Considering a case study, the behavior of a group of people ... -
Análisis de la Influencia de las Características Intrínsecas de Datos Financieros en Modelos de Aprendizaje Automático de Valoración de Crédito
Garcia Jimenez, Vicente (2018-08-24)La predicción del riesgo crediticio ha sido ampliamente estudiado como un problema de clasificación binaria usando modelos estadísticos avanzados y de aprendizaje automático. Los sistemas tradicionales de clasificación y ... -
Aplicando la lógica difusa arquimediana compensatoria dentro de un modelo de optimización para la resolución de problemas de analítica de negocios
Rivera Zarate, Gilberto; García, Vicente; 216685; Cisneros Saucedo, Luis; Espin Andrade, Rafael Alejandro (Universidad Autónoma de Ciudad Juárez, 2022-05-16)En esta investigación se define un modelo de optimización OLDAC que incorpora la Lógica Difusa Arquimediana Compensatoria (LDAC) para la resolución de problemas de analítica de negocios. Para esto se realizará una revisión ... -
Application of the Order-Picking and Self-Organizing Maps Models to Optimize the Supply Chain: A Review of the Literature
López-Santos, Irving (IGI-Global, 2019-04-30)At present, the management systems of companies and Industry 4.0 are closely linked. However, technologies that promise to drastically help the efficiency of operations are not implemented in production floors and specifically ... -
Convolutional Neural Network in a Pseudo-Distributed Environment for Classification of Chest X-Ray Images of Patients with Pneumonia
Sánchez Solís, Julia Patricia (2020-05-01)In recent years, there has been an increase in the volume of medical data, generating hundreds of terabytes (TB)/petabytes (PB) of data from different sources. This has led to the emergence of innovative technologies such ... -
Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19
García, Vicente; Rivera Zarate, Gilberto; 158883; Mar-Cupido, Ricardo; Sánchez, J. Salvador; 158883 (2022-06-23)The use of face masks in public places has emerged as one of the most effective non-pharmaceutical measures to lower the spread of COVID-19 infection. This has led to the development of several detection systems for ... -
Development of a java library to solve the school bus routing problem
Ochoa, Alberto (Springer, 2020-04-24)Since transport is an inalienable right for students in many countries of the world, the problem of school bus routing problem (SBRP) arises, where some students spend a lot of time on these routes. Several restrictions ... -
Distribution of food in a specialized hospital using ambient intelligence to improve a model of macroergonomics
Rivera-Zárate, Gilberto (IGI Global, 2019)SIDA (Intelligent Food Distribution System, for its acronym in Spanish) is a proposed tool for the distribution of food that can be personalized depending on the medical characteristics of each patient. The target of the ... -
English mispronunciation detection module using a Transformer network integrated into a chatbot
Sánchez Solís, Julia Patricia (2022-08-15)Today it is crucial to have up-to-date information for companies to be more competitive in this business world. There are applications based on speech recognition that allows access to data stored in databases. However, ... -
Fuzzy optimisation for business analytics: A bibliometric analysis
Rivera Zarate, Gilberto (2023-01-30)Business analytics refers to the application of sophisticated tools to obtain valuable information from a large dataset that is generated by a company. Among these tools, fuzzy optimisation stands out because it helps ... -
Genetic Algorithm for Scheduling Optimization Considering Heterogeneous Containers: A Real-World Case Study
Rivera Zarate, Gilberto (2020-03-04)In this paper, we develop and apply a genetic algorithm to solve surgery scheduling cases in a Mexican Public Hospital. Here, one of the most challenging issues is to process containers with heterogeneous capacity. Many ... -
Heuristic mechanism for drone swarm auto-organization
Muñoz, Juan (2018-02-01)Current technology used for fires are: meteorological stations and satellite image and satellites. This last is a great option, but, from space, the fire detection is until it is large enough to be seen from orbital altitude. ... -
Hybridisation of Swarm Intelligence Algorithms with Multi-Criteria Ordinal Classification: A Strategy to Address Many-Objective Optimisation
Rivera Zarate, Gilberto (2022-01-20)This paper introduces a strategy to enrich swarm intelligence algorithms with the preferences of the Decision Maker (DM) represented in an ordinal classifier based on interval outranking. Ordinal classification is used to ... -
Incorporación de preferencias en metaheurísticas basadas en inteligencia de enjambre para optimización con muchas funciones objetivo
Sánchez Solís, Julia Patricia; Rivera Zarate, Gilberto; 194464; López Contreras, Irvin Raúl (Universidad Autónoma de Ciudad Juárez, 2021-10-26)Muchos problemas del mundo real requieren resolver problemas de optimización multiobjetivo (MOP). Resolver estos problemas requiere identificar un conjunto de soluciones en el llamado Frente Pareto, que satisfaga la ... -
Inferring Parameters of a Relational System of Preferences from Assignment Examples using an Evolutionary Algorithm
Fernández, Eduardo (2019-05-07)Most evolutionary multi-objective algorithms perform poorly in many-objective problems. They normally do not make selective pressure towards the Region of Interest (RoI), the privileged zone in the Pareto frontier that ...