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2016 IEEE Colombian Conference on Communications and Computing, COLCOM 2016 - Conference Proceedings(1)
Advances in Intelligent Systems and Computing(1)
Computation(1)
F1000Research(1)
IEEE/ACM Transactions on Computational Biology and Bioinformatics(1)
A new propagation model in WiMAX-based wireless fixed networks
Conference ObjectAbstract: This paper describes the methodology used to find a new semi-empirical propagation model based on rePalabras claves:IEEE 802.16-2004, Propagation model, semi-empirical, WimaxAutores:Darwin L. Aguilar, Diego Almeida-Galárraga, Diego S. Benitez, Paola León, Roman Lara-CuevaFuentes:googlescopusDevelopment of a System to Detect Stress Using Electrocardiographic Signals and Machine Learning Models
Conference ObjectAbstract: Due to the modern lifestyle, environment, and global events of the century, mental health has becomePalabras claves:classification, eCG, ML, StressAutores:Andrés Tirado-Espín, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Paola A. Vásquez-Ucho, Rafael Valencia-Ramos, Valeria Herrera SalazarFuentes:scopusEstudio de factibilidad para la implementación de la imprenta UPEC para atender la demanda de los usuarios de la comunidad universitaria
Bachelor ThesisAbstract: El objetivo principal del proyecto investigativo es identificar las necesidades que tienen los usuarPalabras claves:Estudio de factibilidad, IMPRENTAAutores:Administración, Marketing N/A, Diego Almeida-Galárraga, Universidad Politécnica Estatal del Carchi, Yadira Liliana Suárez DelgadoFuentes:rraaeGUSignal: An Informatics Tool to Analyze Glucuronidase Gene Expression in Arabidopsis Thaliana Roots
ArticleAbstract: The uidA gene codifies for a glucuronidase (GUS) enzyme which has been used as a biotechnological toPalabras claves:Arabidopsis thaliana, digitalization and image capture, image processing and computer vision, image processing softwareAutores:Bryan Herrera-Romero, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Graciela M. Salum, Marco Esteban Gudiño GomezjuradoFuentes:googlescopusGlaucoma detection through digital processing from fundus images using MATLAB
Conference ObjectAbstract: A considerable proportion of the global population has lost vision due to the late diagnosis of glauPalabras claves:angle closure glaucoma, Cdr, fundus images, glaucoma, Open angle glaucoma, Smoothing filterAutores:Andrés Tirado-Espín, Daniela Tene-Hurtado, Diego Almeida-Galárraga, Erick Insuasti-Cruz, Fernando Villalba-Meneses, Karina Benavides-Montenegro, Nicole Lovato, Victoria Suárez-JaramilloFuentes:googlescopusECG-Based Heartbeat Classification for Arrhythmia Detection Using Artificial Neural Networks
Conference ObjectAbstract: Cardiovascular disease (CVD) has quickly grown in prevalence over the previous decade, becoming thePalabras claves:ANN, eCG, Multi layer perceptron, neural networkAutores:Diego Almeida-Galárraga, Diego Hernán Peluffo-Ordóñez, Eduardo Cepeda, Juan González-Vergara, Sanchez-Pozo N.N.Fuentes:scopusNIFtHool: An informatics program for identification of NifH proteins using deep neural networks
ArticleAbstract: Atmospheric nitrogen fixation carried out by microorganisms has environmental and industrial importaPalabras claves:Deep Neural Network, Embedding Layers, K-mers, NifH protein, softwareAutores:Diego Almeida-Galárraga, Evelyn Dayana Aguiar-Salazar, Fernando Villalba-Meneses, Graciela M. Salum, J. D. Suquilanda-Pesántez, Marco Esteban Gudiño GomezjuradoFuentes:googlescopusRapid Detection of Cardiac Pathologies by Neural Networks Using ECG Signals (1D) and sECG Images (3D)
ArticleAbstract: Usually, cardiac pathologies are detected using one-dimensional electrocardiogram signals or two-dimPalabras claves:LSTM, matlab, Neural networks, PYTHON, ResNet34, sECG imagesAutores:Andrés Tirado-Espín, Daniel Amaguaña-Marmol, Diego Almeida-Galárraga, Evelyn Dayana Aguiar-Salazar, Fernando Villalba-MenesesFuentes:googlescopusPbkp_rediction of Parkinson’s Disease Severity Based on Gait Signals Using a Neural Network and the Fast Fourier Transform
Conference ObjectAbstract: Parkinson’s disease (PD) is a chronic and progressive movement disorder affecting the nervous systemPalabras claves:Artificial Neural Network, Fast fourier transform, Gait Analysis, Multiclassifier system, Parkinson’s DiseaseAutores:Diego Almeida-Galárraga, Dionis E. López-Ramos, Fernando Villalba-Meneses, J. D. Suquilanda-Pesántez, M. C. Muñoz, M. C. Zambonino-Soria, M. G. Pineda-Molina, Nataly S. MilánFuentes:googlescopusSkin Lesion Detection and Classification Using Convolutional Neural Network for Deep Feature Extraction and Support Vector Machine
ArticleAbstract: Pigmented skin lesion identification is essential for detecting harmful pathologies related to thisPalabras claves:Convolutional neural network, HAM10000, image preprocessing, image segmentation, melanoma, skin lesionsAutores:Diego Almeida-Galárraga, Fernando Villalba-Meneses, Jackeline P. Pereira, Keiko S. Veintimilla, Kevin O. Pila, Omar Santiago Alvarado Cando, Oscar Yanchatuña, Paola A. VásquezFuentes:googlescopus