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Automatic calibration in adaptive filters to EMG signals processing
ArticleAbstract: In this work, an adaptive filtering that includes an automatic calibration process to acquire EMG (ePalabras claves:Adaptive filters, Control Applications, noise, Perturbation, Signal processingAutores:Christian Salamea-Palacios, Santiago Luna-RomeroFuentes:googlescopusCough Sound Identification: An Approach Based on Ensemble Learning
Book PartAbstract: Cough identification using DSP techniques in an audio signal is a complex task; thus, an artificialPalabras claves:Convolutional neural network, Cough identification, ensemble learning, Hidden markov model, random forest, Voting classifierAutores:Christian Salamea-Palacios, David Alejandro Naranjo-Tovar, Javier Guaña-Moya, Tarquino Sánchez-Almeida, Xavier Calderón-HinojosaFuentes:googlescopusCOVID-19: Respuestas desde la ingeniería y la inteligencia artificial
BookAbstract: ¿Cómo actúa nuestro cuerpo para defenderse? ¿Cómo funcionan las vacunas? ¿Cómo se diagnostica la enfPalabras claves:covid-19, CURA, DIÁGNOSTICO, ECUADOR, ELECTRÓNICA, Inteligencia Artificial, TosAutores:Christian Salamea-PalaciosFuentes:rraaeEffects of Data Augmentation on the Identification of Cough Sound Using Convolutional Neural Networks
Conference ObjectAbstract: Cough identification employing deep learning models has generated significant interest in fields sucPalabras claves:convolutional neural networks, Cough identification, data augmentationAutores:Christian Salamea-Palacios, David Alejandro Naranjo-Tovar, Juan Fernando ChicaFuentes:scopusHuman activity monitoring based on hidden Markov models using a smartphone
ArticleAbstract: Human Sensing (HS) is a research area that has received a lot of attention in the last five years duPalabras claves:Autores:Christian Salamea-Palacios, Echeverry-Correa J.D., Pardo J.M., San-Segundo R.Fuentes:googlescopusI-vector analysis for Gait-based Person Identification using smartphone inertial signals
ArticleAbstract: This paper describes and evaluates an i-vector based approach for Gait-based Person Identification (Palabras claves:gait recognition, I-vector analysis, Person identification, PLDA compensation, Smartphone inertial signalsAutores:Christian Salamea-Palacios, Echeverry-Correa J.D., Lebai Lutfi S., Pardo J.M., San-Segundo R.Fuentes:scopusMachine learning models to characterize the cough signal of patients with COVID-19
Conference ObjectAbstract: Automatic recognition of audio signals is a challenging signal task due to the difficulty of extractPalabras claves:characterization, Convolutional neural network, covid-19, Transfer learning, Vggish, YAMNetAutores:Christian Salamea-Palacios, Javier Guaña-Moya, Jessica Reina-Trávez, Paulo Castañeda-Romero, Tarquino Sánchez-Almeida, Xavier Calderón-HinojosaFuentes:scopusObjective assessment of skin repigmentation using a multilayer perceptron
ArticleAbstract: Background: Vitiligo is a pathology that causes the appearance of achromic macules on the skin thatPalabras claves:Artificial Neural Network, Multilayer Perceptron, Objective assessment, skin repigmentation, VITÍLIGOAutores:Christian Salamea-Palacios, Encalada J., Juan Fernando Chica, Melissa Montalvo, Zaputt S.Fuentes:googlescopusVitiligo Detection Using Cepstral Coefficients
Conference ObjectAbstract: Vitiligo is a pathology that causes the appearance of macules achromic (white spots) in the skin. BePalabras claves:Dimensionality reduction, Feature Extraction, i-Vectors, medical image processing, MFCCAutores:Christian Salamea-Palacios, Juan Fernando ChicaFuentes:googlescopus