Listar Artículo en revista de investigación por autor "0000-0002-5208-6577"
Mostrando ítems 1-13 de 13
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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 ... -
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 ... -
Interfaz de lenguaje natural para consultar cubos multidimensionales utilizando procesamiento analítico en línea
Porras Medrano, J. A. (2018-06-30)El Procesamiento Analítico en Línea (On-Line Analytical Processing, u OLAP, por sus siglas en inglés) es una solución en el área de Inteligencia de Negocios que emplea estructuras multidimensionales, es decir, cubos OLAP, ... -
LiDAR applications in precision agriculture for cultivating crops: A review of recent advances
Rivera Zarate, Gilberto (2023-03-02)In recent years, Light Detection and Ranging (LiDAR) technology has been one of the most innovative subjects in laser scanning, remote sensing, and object detection systems. This technology may be popular because it can ... -
Minería de opiniones aplicada a la evaluación docente de la Universidad Autónoma de Ciudad Juárez
Jiménez Castro, Rafael (2018-06-30)La Universidad Autónoma de Ciudad Juárez lleva a cabo una evaluación docente cada semestre con la finalidad de encontrar las fortalezas, debilidades y áreas de oportunidad entre los profesores. En este artículo mostramos ... -
News Classification for Identifying Traffic Incident Points in a Spanish-Speaking Country: A Real-World Case Study of Class Imbalance Learning
Rivera Zarate, Gilberto (2020-09-09)‘El Diario de Juárez’ is a local newspaper in a city of 1.5 million Spanish-speaking inhabitants that publishes texts of which citizens read them on both a website and an RSS (Really Simple Syndication) service. This ... -
Online multi-criteria portfolio analysis through compromise programming models built on the underlying principles of fuzzy outranking
Rivera Zarate, Gilberto (2021-08-27)This paper introduces an interactive approach to support multi-criteria decision analysis of project portfolios. In high-scale strategic decision domains, scientific studies suggest that the Decision Maker (DM) can find ... -
Outranking-based multi-objective PSO for scheduling unrelated parallel machines with a freight industry-oriented application
Rivera Zarate, Gilberto (2021-12-08)This paper presents Outranking-based Particle Swarm Optimisation (O-PSO) a novel metaheuristic to address the multi-objective Unrelated Parallel Machine Scheduling Problem. It is a particle swarm optimisation algorithm ... -
Predicción del éxito de proyectos de videojuegos en Kickstarter con aprendizaje automático
García, Vicente; Rivera Zarate, Gilberto; Florencia, Rogelio; Sánchez Solís, Julia Patricia; Ochoa, Alberto; 137778; Nevarez-Castellanos, Salvador (2020-08-01)Kickstarter se ha convertido en el principal medio de financiamiento para proyectos de desarrolladores independientes. En esta plataforma se han subvencionado exitosamente alrededor de 2,500 proyectos de videojuegos. Aún ... -
Predicting airline customer satisfaction using k-nn ensemble regression models
García, Vicente (2019)Customer satisfaction questionnaires are a rich and strong source of information for companies to seek loyalty, customer and client retention, opti- mize resources, and repurchase products. Several advanced machine learning ... -
Robustness analysis of an outranking model parameters’ elicitation method in the presence of noisy examples
Rangel Valdes, Nelson (2018-01-03)One of the main concerns in Multicriteria Decision Aid (MCDA) is robustness analysis. Some of the most important approaches to model decision maker preferences are based on fuzzy outranking models whose parameters (e.g., ... -
Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data
García, Vicente (2019-10-14)Data plays a key role in the design of expert and intelligent systems and therefore, data preprocessing appears to be a critical step to produce high-quality data and build accurate machine learning models. Over the past ...