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2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019(1)
2020 IEEE ANDESCON, ANDESCON 2020(1)
25th European Signal Processing Conference, EUSIPCO 2017(1)
Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022(1)
Sensors (Switzerland)(1)
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Ciencias de la computación(3)
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scopus(5)
A Model for Real-Time Hand Gesture Recognition Using Electromyography (EMG), Covariances and Feed-Forward Artificial Neural Networks
Conference ObjectAbstract: Hand gesture recognition has many applications that require models to work in real time and with higPalabras claves:classification, EMG signals, Feed-forward neural networks, Hand gesture recognition, Myo ArmbandAutores:Anchundia V. C.E., Andrés Jaramillo-Yánez, José González, Marco E. Benalcázar, Marco Segura, Patricio ZambranoFuentes:scopusHand gesture recognition using machine learning and the myo armband
Conference ObjectAbstract: Gesture recognition has multiple applications in medical and engineering fields. The problem of handPalabras claves:Autores:Andrés G. Jaramillo, Andrés Jaramillo-Yánez, Jonathan A. Zea, Marco E. Benalcázar, Víctor Hugo AndaluzFuentes:scopusTowards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces
Conference ObjectAbstract: We propose a discriminant analysis (DA) classifier that uses online active learning to address the nPalabras claves:Autores:Andrés Jaramillo-Yánez, Marco E. Benalcázar, Sardina S., Zambetta F.Fuentes:scopusShort-Term Hand Gesture Recognition using Electromyography in the Transient State, Support Vector Machines, and Discrete Wavelet Transform
Conference ObjectAbstract: Hand gesture recognition models determine what gesture and when this gesture was performed by a persPalabras claves:discrete wavelets transform, EMG, Hand gesture recognition, Machine learning, Support Vector MachineAutores:Andrés Jaramillo-Yánez, Luis Unapanta, Marco E. BenalcázarFuentes:scopusReal-time hand gesture recognition using surface electromyography and machine learning: A systematic literature review
ReviewAbstract: Today, daily life is composed of many computing systems, therefore interacting with them in a naturaPalabras claves:Computer interaction, Electromyography, Hand gesture recognition, Human, Machine learning, Real-time systems, Systematic literature reviewAutores:Andrés Jaramillo-Yánez, Elisa Mena-Maldonado, Marco E. BenalcázarFuentes:scopus