Publications
2023
E Gelvez-Almeida, R J Barrientos, K Vilches-Ponce, M Mora. A Parallel Computing Method for the Computation of the Moore–Penrose Generalized Inverse for Shared-Memory Architectures. IEEE Access, 11, 134834-134845, 2023, doi: 10.1109/ACCESS.2023.3338544
E Gelvez-Almeida, R J Barrientos, K Vilches-Ponce, M Mora. Parallel model of online sequential extreme learning machines for classification problems with large-scale databases. in 11th Conference on Cloud Computing Conference, Big Data & Emerging Topics (JCC-BD&ET), La Plata, Argentina, 2023. [PDF]
E Gelvez-Almeida, M Mora, Y Huérfano-Maldonado, E Salazar-Jurado, N Martínez-Jeraldo, R Lozada-Yavina, Y Baldera-Moreno and L Tobar. Estimation of the optimal number of neurons in extreme learning machine using simulated annealing and the golden section. Journal of Physics: Conference Series, 2515(1), 012003, 2020. [PDF]
2022
E Gelvez-Almeida, R J Barrientos, K Vilches-Ponce, M Mora. Parallel Training of a Set of Online Sequential Extreme Learning Machines. in 2022 41st International Conference of the Chilean Computer Science Society (SCCC), Santiago, Chile, 2022. [PDF]
E Gelvez-Almeida, A Vásquez,-Coronel, R Guatelli, V Aubin and M Mora. Classification of Parkinson's disease patients based on spectrogram using local binary pattern descriptors. Journal of Physics: Conference Series, 2153(1), 012014, 2020. [PDF]
2020
E Gelvez-Almeida, Y Baldera-Moreno, Y Huérfano, M Vera, M Mora and R Barrientos. Parallel methods for linear systems solution in extreme learning machines: an overview. Journal of Physics: Conference Series, 1702(1), 012017, 2020. [PDF]
E Salazar, M Mora, A Vásquez and E Gelvez-Almeida. Conditioning of extreme learning machine for noisy datausing heuristic optimization. Journal of Physics: Conference Series, 1514(1), 012007, 2020. [PDF]
A Vásquez, M Mora, E Salazar and E Gelvez-Almeida. Extreme learning machine adapted to noise based on optimization algorithms. Journal of Physics: Conference Series, 1514(1), 012006, 2020. [PDF]
M L Vera-Angarita, J Y Ortega-Ortega, C Ramirez-Martinez, E Gelvez-Almeida and A L Hernández-Niño. La interacción social como proceso de encuentro o desencuentro en el aprendizaje académico de los adolescentes. Revista Perspectivas, 5(1), 122–128, 2020. [PDF]
J Salazar-Torres, M Vera, Y Contreras, E Gelvez-Almeida, Y Huérfano and O Valbuena. The rubric as anassessment strategy in the mathematical argumentation process. Journal of Physics: Conference Series, 1514(1), 012026, 2020. [PDF]
M Vera, E Gonzalez, Y Huérfano, E Gelvez and O Valbuena. New anisotropic diffusion operator in images filtering. Journal of Physics: Conference Series, 1448(1), 012019, 2020. [PDF]
2019
J O Rodríguez Velásquez, F Barrios Arroyave, E Gelvez-Almeida, J Salazar-Torres, N Guarín, C Mosquera, L Santos and J Espejo. Fatalidades por tránsito en marylandy massachusetts evaluadas en el contexto de una caminata al azar probabilista. Revista de la Facultad de Ciencias Médicas, 76(3), 142–147, 2019. [PDF]
Y Huérfano, M Vera, E Gelvez-Almeida, J Salazar, A D Mar, O Valbuena and V Molina. A computational strategy for the identification of pulmonary squamous cell carcinoma in computerized tomography images. Journal of Physics: Conference Series, 1160(1), 012004, 2019. [PDF]
E Gelvez-Almeida and M Vivas-García. La praxis del profesor de matemáticas: el caso de las competencias transversales en un programa de ingeniería de sistemas. Revista Perspectivas, 4(1), 54–59, 2019. [PDF]
O Valbuena, M Vera, Y Huérfano, E Gelvez-Almeida, J Salazar, V Molina, F Sáenz, M I Vera and W Salazar. Computational strategy for the segmentation of the aortic annulus in cardiac computed tomography images. Journal of Physics: Conference Series, 1160(1), 012005, 2019. [PDF]
M Flórez, M Vera, J Salazar-Torres, Y Huérfano, E Gelvez-Almeida, O Valbuena, M I Vera and M Aranguen. Interest rates calculation in certain ordinary annuities. Journal of Physics: Conference Series, 1414(1), 012009, 2019. [PDF]
D Barrera, O Valbuena, M Vera, Y Huérfano, E Gelvez-Almeida, J Salazar, V Molina, F Sáenz, M I Vera and W Salazar. Isotropic versus anisotropic techniques in cardiac computed tomography images processing. Journal ofPhysics: Conference Series, 1160(1), 012006, 2019. [PDF]
Y Huérfano, M Vera, E Gelvez-Almeida, M I Vera, O Valbuena and J Salazar-Torres. Large cells cancer volumetry in chest computed tomography pulmonary images. Journal of Physics: Conference Series, 1414(1), 012018, 2019. [PDF]
Y Huérfano, M Vera, M I Vera, O Valbuena, E Gelvez-Almeida, J Salazar-Tores and V Molina. Left atrial appendage automatic segmentation, in computed tomography images. Journal of Physics: Conference Series, 1386(1), 012133, 2019. [PDF]
J Salazar-Torres, M Vera, Y Contreras, E Gelvez-Almeida, O Valbuena, D Barrera and O Rincon. Mathematical argumentation in the classroom. Journal of Physics: Conference Series, 1408(1), 012023, 2019. [PDF]
M Vera, M Flórez, J Salazar-Torres, Y Huérfano, E Gelvez-Almeida, O Valbuena, M I Vera and M Aranguen. Newton-raphson method initialization for non-analytical equations solution linked to anticipated annuities. Journal of Physics: Conference Series, 1414(1), 012012, 2019. [PDF]
D Barrera, J Salazar-Torres, M Vera and E Gelvez-Almeida. Problem solving strategy in the teaching andlearning processes of quantitative reasoning. Journal of Physics: Conference Series, 1408(1), 012024, 2019. [PDF]
Y Huérfano, M Vera, M I Vera, O Valbuena, E Gelvez-Almeida and J Salazar-Torres. Pulmonary adenocarcinoma characterization using computed tomography images. Journal of Physics: Conference Series, 1408(1), 012004, 2019. [PDF]
R Rodríguez-Ibáñez, M I Vera, M Vera, E Gelvez-Almeida, Y Huérfano, O Valbuena and J Salazar-Torres. Renal lithiasis detection in uro-computed tomography using a non-parametric technique. Journal of Physics: Conference Series, 1414(1):012019, 2019. [PDF]
M Vera, Y Huérfano, E Gelvez-Almeida, O Valbuena, J Salazar, V Molina, M I Vera, W Salazar and F Sáenz. Segmentation of brain tumors using a semi-automatic computational strategy. Journal of Physics: Conference Series, 1160(1), 012002, 2019. [PDF]
F Sáenz, M Vera, J López, Y Huérfano, O Valbuena, M I Vera, E Gelvez-Almeida and J Salazar-Torres. Semi-automatic detection of hepatic tumor in computed tomography images. Journal of Physics: Conference Series, 1408(1), 012001, 2019. [PDF]
J Salazar, M Vera, Y Huérfano, M I Vera, E Gelvez-Almeida and O Valbuena. Semi-automatic detection of the evolutionary forms of visceral leishmaniasis in microscopic blood smears. Journal of Physics: Conference Series, 1386(1), 012135, 2019. [PDF]
M Vera, F Sáenz, Y Huérfano, E Gelvez-Almeida, M I Vera, J Salazar-Torres and O Valbuena. Smart operator for the human liver automatic segmentation, present in medical images. Journal of Physics: Conference Series, 1386(1), 012132, 2019. [PDF]
S Vargas, M I Vera, M Vera, J Salazar-Torres, Y Huérfano, O Valbuena and E Gelvez-Almeida. Space-occupying lesions identification in mammary glands using a mixed computational strategy. Journal of Physics: Conference Series, 1414(1), 012016, 2019. [PDF]
Y Huérfano, M Vera, M I Vera, O Valbuena, E Gelvez-Almeida and J Salazar-Torres. Use of computational realistic models for the cardiac ejection fraction calculation. Journal of Physics: Conference Series, 1408(1), 012003, 2019. [PDF]
M Vera, O Valbuena, Y Huérfano, M I Vera, E Gelvez-Almeida and J Salazar-Torres. Usefulness of cuttingplanes in the hierarchical segmentation of cardiac anatomical structures. Journal of Physics: Conference Series, 1408(1), 012005, 2019. [PDF]
E Gelvez-Almeida, Y Huérfano, M Vera, M I Vera, O Valbuena and J Salazar-Torres. Usefulness of digital images segmentation in pulmonary transplantation. Journal of Physics: Conference Series, 1386(1), 012134, 2019. [PDF]
O Valbuena, M I Vera, M Vera, E Gelvez-Almeida, Y Huérfano, M Borrero, J Salazar-Torres and W Salazar. Volumetric quantification in ovarian pathology using abdomino-pelvic computed tomography. Journal of Physics: Conference Series, 1403(1), 012014, 2019. [PDF]
2018
E Gelvez-Almeida and J Salazar Torres. Estrategia de formación en razonamiento cuantitativo: un estudio de caso en el programa de derecho. In J D Hernández Albarracín and M L Peñaranda Gómez, editors, Pedagogías contemporáneas: miradas divergentes al mundo escolar, chapter 7, pages 193–215. Barranquilla: Ediciones Universidad Simón Bolívar, https://hdl.handle.net/20.500.12442/3288, 2018. [PDF]
N Torrealba, A Mora, M Vera, and E Gelvez-Almeida. Estudio de las funciones de variable real a través de las dimensiones de la competencia matemática. In J P Salazar, Y L Contreras, and J F Espinoza, editors, Investigación y praxis en la enseñanza de las matemáticas, chapter 9, pages 229–252. Barranquilla: Ediciones Universidad Simón Bolívar, https://hdl.handle.net/20.500.12442/3204, 2018. [PDF]
M Vera, Y Huérfano, D Barrera, O Valbuena, W Salazar, M I Vera, C Hernández, M Vivas, M Borrero, ́A V Molina, L J Martínez, J Salazar, E Gelvez-Almeida, Y Contreras and F Sáenz. Assessment of methods for volumetric quantification of intracerebral hematomas in computerized tomography images. Archivos Venezolanos de Farmacologia y Terapeutica, 37(4), 331–335, 2018. [PDF]
M Vera, Y Huérfano, O Valbuena, D Hoyos, Y Arias, Y Contreras, W Salazar, M I Vera, M Borrero, M Vivas, C Hernández, D Barrera, ́A V Molina, L J Martínez, J Salazar, E Gelvez-Almeida and F Sáenz. Automatic segmentation of a cerebral: Glioblastoma using a smart computational technique. Archivos Venezolanos de Farmacologia y Terapeutica, 37(4), 336–342, 2018. [PDF]
M Vera, Y Huérfano, ́A V Molina, O Valbuena, M Vivas, M Cuberos, W Salazar, M I Vera, M Borrero, C Hernández, D Barrera, L J Martínez, J Salazar, E Gelvez-Almeida, Y Contreras and F Sáenz. Automatic segmentation of a meningioma using a computational technique in magnetic resonance imaging. Archivos Venezolanos de Farmacologia y Terapeutica, 37(4), 343–348, 2018. [PDF]
J Salazar, M Vera, Y Huérfano, O Valbuena, W Salazar, M I Vera, E Gelvez-Almeida, Y Contreras, M Borrero, M Vivas, D Barrera, C Hernández, ́A V Molina, L J Martínez and F Sáenz. Automatic segmentation of epidural hematomas using a computational technique based on intelligent operators: A clinical utility. Archivos Venezolanos de Farmacologia y Terapeutica, 37(4), 320–325, 2018. [PDF]
M Vera, L J Martínez, Y Huérfano, V Molina, S Vargas, M Vera, W Salazar, J Rodriguez, R Rodriguez, G Chacon, A Isaza, F Saenz, E Gelvez-Almeida and J Salazar. Automatic segmentation of subdural hematomas using a computational technique based on smart operators. In 2018 Global Medical Engineering Physics Ex-changes/Pan American Health Care Exchanges (GMEPE/PAHCE), pages 1–6. IEEE, 2018. [PDF]
F Saénz, M Vera, Y Huérfano, V Molina, L Martínez, M I Vera, W Salazar, E Gelvez-Almeida, J Salazar, O Valbuena, H Robles, M Bautista, and J Arango. Brain hematoma computational segmentation. Journal of Physics: Conference Series, 1126(1), 012071, 2018. [PDF]
Y Contreras, M Vera, Y Huérfano, O Valbuena, W Salazar, M I Vera, M Borrero, D Barrera, C Hernández, ́A V Molina, L J Martínez, F Sáenz, M Vivas, J Salazar and E Gelvez-Almeida. Digital processing of medical images: Application in synthetic cardiac datasets using the crispdm methodology. Revista Latinoamericana de Hipertension, 13(4), 310–315, 2018. [PDF]
M Florez Romero, J P Salazar Torres, Y K Hernandez Peña, E Gelvez-Almeida, J J Garavito Patiño, S B Florez Hernandez, A L Hernandez Niño and D D Patiño Sanchez. Henry A. Giroux y sus aportes a la modelización del currículo crítico: Cuestiones y reflexiones. Espacios, 39(5), 2018. [PDF]
M Vera, Y Huérfano, L J Martínez, Y Contreras, W Salazar, M I Vera, O Valbuena, M Borrero, C Hernández, D Barrera, ́A V Molina, J Salazar, E Gelvez-Almeida, F Sáenz, D Hoyos and Y Arias. High grade glioma segmentation in magnetic resonance imaging. Revista Latinoamericana de Hipertension, 13(4), 323–329, 2018. [PDF]
M Vera, Y Huérfano, O Valbuena, Y Contreras, M Cuberos, M Vivas, W Salazar, M I Vera, M Borrero, C Hernández, D Barrera, ́A V Molina, L J Martínez, J Salazar, E Gelvez-Almeida and F Sáenz. Low grade glioma segmentation using an automatic computational technique in magnetic resonance imaging. Archivos Venezolanos de Farmacologia y Terapeutica, 37(4), 349–354, 2018. [PDF]
E Gelvez-Almeida, M Vera, Y Huérfano, O Valbuena, W Salazar, M I Vera, M Borrero, D Barrera, C Hernández, ́A V Molina, L J Martínez, F Sáenz, M Vivas, J Vanegas, J Contreras, J Restrepo, J Salazar and Y Contreras. Smoothing filters in synthetic cerebral magnetic resonance images: A comparative study. Revista Latinoamericana de Hipertension, 13(4), 335–338, 2018. [PDF]
M Vera, Y Huérfano, C Hernández, O Valbuena, W Salazar, M I Vera, D Barrera, M Borrero, ́A V Molina, L J Martínez, J Salazar, E Gelvez-Almeida, Y Contreras and F Saenz. Volumetry of epidural hematomas in computed tomography images: Comparative study between linear and volumetric methods. Revista Latinoamericana de Hipertension, 13(4), 339–343, 2018. [PDF]
M Vera, Y Huérfano, M Borrero, O Valbuena, W Salazar, M I Vera, D Barrera, C Hernández, ́A V Molina, L J Martínez, J Salazar, E Gelvez, Y Contreras and F Sáenz. Volumetry of subdural hematomas in computed tomography images: ABC methods versus an intelligent computational technique. Archivos Venezolano sde Farmacologia y Terapeutica, 37(4), 326–330, 2018. [PDF]
2017
M A Cuberos, M Vivas, E Gelvez-Almeida and A peñaloza. Didáctica y gerencia en el uso educativo de Tecnologías de Información y Comunicacíon (TIC) en educación básica secundaria. Barranquilla: Ediciones Universidad Simón Bolívar, 2017. [PDF]
E Gelvez-Almeida and M Vivas. Aspectos cognitivos, metodológicos y epistemológicos que subyacen en la formación por competencias del estudiante de ingeniería de sistemas. In J Gómez, A J Aguilar, S S Jaimes, C Ramírez, J P Salazar, J C Contreras and J F Espinosa, editors, Prácticas pedagógicas, chapter 8, pages 979–999. Universidad del Zulia, 2017. [PDF]
M Pabuence, S S Jaimes and E Gelvez-Almeida. Implicaciones de la epistemología, pedagogía y didáctica en el desarrollo de competencias matemáticas. In J Gómez, A J Aguilar, S S Jaimes, C Ramírez, J P Salazar, J C Contreras and J F Espinosa, editors, Prácticas pedagígicas, chapter 5, pages 913–933. Universidad del Zulia, 2017. [PDF]
M Vivas, M A Cuberos and E Gelvez-Almeida. La evaluación por competencias centrada en el desempeño de los estudiantes y su correlación con la evaluación auténtica de los aprendizajes. In J Gómez, A J Aguilar, S S Jaimes, C Ramírez, J P Salazar, J C Contreras and J F Espinosa, editors, Prácticas pedagógicas, chapter 5, pages 120–150. Universidad del Zulia, 2017. [PDF]
M Vivas, M A Cuberos, M Castellanos and E Gelvez-Almeida. Una aproximación a la evaluación del desempeño basado en competencias en un entorno virtual. In M E Graterol, M I Mendoza, R Graterol, J C Contreras and J F Espinosa, editors, Las tecnologías de información y comunicación y la gestión empresarial, chapter 17, pages 351–383. Universidad del Zulia, 2017. [PDF]