Listar Artículo en revista de investigación por autor "0000-0001-5514-5061"
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 ... -
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 ... -
Hybrid evolutionary multi-objective optimisation using outranking-based ordinal classification methods
Sánchez Solís, Julia Patricia; Cruz-Reyes, Laura; Fernandez, Eduardo; Coello Coello, Carlos A.; Gomez, Claudia (2020-01-30)A large number of real-world problems require optimising several objective functions at the same time, which are generally in conflict. Many of these problems have been addressed through multi-objective evolutionary ... -
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 ... -
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 ... -
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 ... -
Project portfolio selection with scheduling: an evolutionary approach
Martínez-Vega, Daniel (2019)This paper addresses the project portfolio selection problem enriched with scheduling. Thefactors considered for project scheduling are: the planning time horizon and the negative impact of theproject completion time on ...