Listar Artículo en revista de investigación por autor "0000-0003-2820-2918"
Mostrando ítems 1-20 de 32
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A regression model based on the nearest centroid neighborhood
Garcia, Vicente (2018-04-01)The renowned k-nearest neighbor decision rule is widely used for classification tasks, where the label of any new sample is estimated based on a similarity criterion defined by an appropriate distance function. It has also ... -
A reliability analysis for electronic devices under an extension of exponentiated perks distribution
Méndez-González, Luis Carlos (2022-12-29)This paper presents a reliability analysis for electronic devices (ED) with bathtub curve-shaped failure times. An extension of the exponentiated perks distribution (EPD) is proposed for the analysis. The extension of ... -
An Enhanced Lightweight IoT-based Authentication Scheme in Cloud Computing Circumstances
Martínez-Peláez, Rafael (2019-05-06)With the rapid deployment of the Internet of Things and cloud computing, it is necessary to enhance authentication protocols to reduce attacks and security vulnerabilities which affect the correct performance of applications. ... -
Application of IoT with haptics interface in the smart manufacturing industry
Contreras Masse, Roberto (2019-05-01)The emerging technologies that make up Industry 4.0, include the Internet of Things and big data. The haptic interfaces have been used in different industries, but apparently, they are not integrated with the two technologies ... -
Auto-adaptive Multilayer Perceptron for Univariate Time Series Classification
Cruz Sanchez, Vianey Guadalupe; Ochoa Domínguez, Humberto; García, Vicente; Vergara Villegas, Osslan Osiris; 171515; Arias del Campo, Felipe (2021-05-19)Time Series Classification (TSC) is an intricate problem that has encountered applications in various science fields. Accordingly, many researchers have presented interesting proposals to tackle the TSC problem. ... -
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 ... -
Degradation modeling based on the gamma process with random initial degradation level and random threshold
Rodriguez Picon, Luis Alberto (2023-01-08)The stochastic modeling of performance characteristics is an important approach for the quality assessment of products. As part of the stochastic modeling, it is possible to consider different variation sources such as ... -
Dissimilarity-Based Linear Models for Corporate Bankruptcy Prediction
García, Vicente (2019-03-01)Bankruptcy prediction has acquired great relevance for financial institutions due to the complexity of global economies and the growing number of corporate failures, especially since the world financial crisis of 2008. In ... -
Editorial: From traditional Information Technology to Serverless. A novel approach to monitor mobile phones using concepts and principles of Industrial Internet of Things
Torres, Vianey; García, Vicente; Mejia, Jose; Contreras-Masse, Roberto; Elizondo-Cortés, Mayra; 183256 (2021-04-15)The incorporation of smartphones and smart devices in daily business activities and processes is widespread in several industries. Due to its high use, it is required to monitor the device’s health and uses patterns ... -
Estudio empírico del enfoque asociativo en el contexto de los problemas de clasificación
Sánchez, Laura Cleofas (2019). Investigaciones realizadas por la comunidad cient´ıfica han evidenciado que el rendimiento de los clasificadores, no solamente depende de la regla de aprendizaje, sino tambien de las complejidades inher- ´ entes en ... -
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
García, Vicente (2019-05-01)Credit risk and corporate bankruptcy prediction has widely been studied as a binary classification problem using both advanced statistical and machine learning models. Ensembles of classifiers have demonstrated their ... -
Fuzzy-Based Time Series Forecasting and Modelling: A Bibliometric Analysis
García, Vicente; Palomero, Luis; Sánchez, J. Salvador (2022-07-07)The purpose of this paper is to present the results of a systematic literature review regarding the development of fuzzy-based models for time series forecasting in the period 2017–2021. The study was conducted using a ... -
Gene selection and disease prediction from gene expression data using a two-stage hetero-associative memory
Cleofas-Sánchez, Laura (2019-04-01)In general, gene expression microarrays consist of a vast number of genes and very few samples, which represents a critical challenge for disease prediction and diagnosis. This paper develops a two-stage algorithm that ... -
Implementing a novel use of multicriteria decision analysis to select IIoT platforms for smart manufacturing
Perez Dominguez, Luis Asuncion (2020-03-02)Industry 4.0 is having a great impact in all smart efforts. This is not a single product but is composed of several technologies, one of them being Industrial Internet of Things (IIoT). Currently, there are very varied ... -
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, ... -
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 ... -
My Personal Images as My Graphical Password
Sosa Valles, Pablo Abraham (2018-05)In 1996, Blonder introduced the first authentication system based on a graphical password. Since then, researchers have proposed several systems in the literature enhancing security properties to prevent brute-force, ... -
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 ... -
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 ...