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A Brief Literature Review of Mathematical Models of EMG Signals Through Hierarchical Analytical Processing
Conference ObjectAbstract: This paper presents a systematic review of the literature for the selection of a mathematical modelPalabras claves:Centroid method, EMG, Hierarchical analytical process, mathematical modelAutores:Freddy Benalcazar Palacios, Jaime R. Guilcapi, Javier Vargas, Rubén NogalesFuentes:scopusA Survey on Hand Gesture Recognition Using Machine Learning and Infrared Information
Conference ObjectAbstract: The research consists in the hand gestures are movements that convey information and thus complementPalabras claves:Hand gesture recognition, Infrared information, Machine learning, Survey, Systematic literature reviewAutores:Marco E. Benalcázar, Rubén NogalesFuentes:googlescopusA proposal for Hand gesture control applied to the KUKA youBot using motion tracker sensors and machine learning algorithms
Conference ObjectAbstract: This paper presents a proposal for real-time hand gesture recognition for both dynamic and static gePalabras claves:Hand gesture recognition, Machine learning, motion tracker sensorAutores:Franklin Mayorga Mayorga, Javier Vargas, Rubén NogalesFuentes:scopusAn interactive system to improve cognitive abilities using electromyographic signals
Conference ObjectAbstract: This article presents a system for improving people's cognitive abilities using electromyography (EMPalabras claves:Hand-Gesture Recognition Mode, matlab, Serious Game, Support Vector Machine, Unity 3DAutores:Ángel Leonardo Valdivieso Caraguay, Freddy Benalcazar Palacios, Jaime R. Guilcapi, Lorena Isabel Barona López, Marco E. Benalcázar, Rubén Nogales, Xavier AguasFuentes:googlescopusConstruction of a Dataset for Static and Dynamic Hand Tracking Using a Non-invasive Environment
Conference ObjectAbstract: The research consists of hand gesture recognition using a commercial sensor called Leap Motion ContrPalabras claves:Acquisition system, Hand gesture recognition, Non-invasive monitoringAutores:Alexis Palate, Bryan Toalumbo, Javier Vargas, Marco E. Benalcázar, Ronnie Martinez, Rubén NogalesFuentes:googlescopusHand Gesture Recognition Using Leap Motion Controller, Infrared Information, and Deep Learning Framework
Conference ObjectAbstract: Hand gesture recognition (HGR) systems are the current topic, attracting interest in many fields. ThPalabras claves:Convolutional neural network, Hand gesture recognition, Leap motion controllerAutores:Bryan Toalumbo, Rubén NogalesFuentes:scopusHand gesture recognition using machine learning and infrared information: a systematic literature review
ArticleAbstract: Currently, gesture recognition is like a problem of feature extraction and pattern recognition, in wPalabras claves:Gesture recognition, Infrared information, Machine learning, Systematic literature reviewAutores:Marco E. Benalcázar, Rubén NogalesFuentes:googlescopusSolar manager: Acquisition, treatment and isolated photovoltaic system information visualization cloud platform
ArticleAbstract: This article describes a platform of acquisition, processing and visualization of the behavior for iPalabras claves:Arduino, Cloud, Monitoring, Open source programming, photovoltaic systemsAutores:Alberto Ríos-Villacorta, Carlos Vargas-Salgado, David Guevara Guevara, David Omar Guevara Aulestia, Jesús Guamán Molina, Jesús Israel Guamán Molina, Rubén NogalesFuentes:googlescopusSelection of Classifiers for Hand Gesture Recognition Using Analytic Hierarchy Process: A Systematic Literature Review
Conference ObjectAbstract: This article presents a systematic study for the selection of classifiers for hand gesture recognitiPalabras claves:Analytic hierarchy process, EMG, Hand gesture recognition, Systematic ReviewAutores:Freddy Benalcazar Palacios, Jaime R. Guilcapi, Javier Vargas, Rubén NogalesFuentes:scopusWeb platform for wind prediction based on artificial intelligence techniques with the use of the arima method: Case study
ArticleAbstract: The purpose of the following article is to develop an interactive web application to make a forecastPalabras claves:ARIMA, artificial neural networks, pbkp_rediction, TIME SERIES, Wind SpeedAutores:Alberto Ríos-Villacorta, David Guevara Guevara, Jesús Guamán Molina, Rubén Nogales, Stalin RamírezFuentes:scopus