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Application of machine learning algorithms for microseismic detection close to the Costa Rica Rift, Panama Basin
(Universidad de los AndesGeocienciasFacultad de CienciasDepartamento de Geociencias, 2022-08-24)
The application of automatic learning algorithms machine learning awoke great interest in the
area of Geosciences. Currently, the use of these algorithms is quite common in many investigations, particularly in the branch ...
Clasificación de eventos de calidad de energía utilizando redes neuronales convolucionales profundas en el marco de la industria 4.0
(Universidad Tecnológica de PereiraFacultad de TecnologíasPereiraMaestría en Ingeniería Eléctrica, 2023)
Monitoreo de la actividad sísmica del territorio colombiano usando aprendizaje profundo
(Universidad Nacional de ColombiaBogotá - Ciencias - Maestría en Ciencias - GeofísicaFacultad de CienciasBogotá - ColombiaUniversidad Nacional de Colombia - Sede Bogotá, 2022)
Las redes sismológicas, ya sean mundiales, regionales o locales, tienen como objetivo vigilar la actividad sísmica. Esto implica la detección de eventos sísmicos y la determinación de su localización (latitud, longitud, ...
A deep learning model of radio wave propagation for precision agriculture and sensor system in greenhouses
(MDPI AGSwitzerland, 2023)
Detection and isolation of dos and integrity cyber attacks in cyber-physical systems with a neural network-based architecture
(MDPI, 2021-09-12)
New applications of industrial automation request great flexibility in the systems, supported by the increase in the interconnection between its components, allowing access to all the
information of the system and its ...
Green building's heat loss reduction analysis through two novel hybrid approaches
(Elsevier Ltd.United Kingdom, 2023)
Automatic retinopathy detection using Deep learning and medical findings
(Universidad Nacional de ColombiaBogotá - Ingeniería - Maestría en Ingeniería - Ingeniería de Sistemas y ComputaciónDepartamento de Ingeniería de Sistemas e IndustrialFacultad de IngenieríaBogotá, ColombiaUniversidad Nacional de Colombia - Sede Bogotá, 2021)
Diabetic retinopathy (DR) is the result of a complication of diabetes affecting the retina. It can cause blindness if left undiagnosed and untreated. The ophthalmologist performs the diagnosis by screening each patient and ...
A deep learning question answering method over mixed closed domain information sources
(Universidad Nacional de ColombiaBogotá - Ingeniería - Doctorado en Ingeniería - Sistemas y ComputaciónDepartamento de Ingeniería de Sistemas e IndustrialFacultad de IngenieríaBogotáUniversidad Nacional de Colombia - Sede Bogotá, 2021-05-25)
Question Answering (QA) is an active research area due to its usefulness in accessing the ever increasing amount of data. Information needs have led to the emergence of new information retrieval paradigms in which the user ...
Pattern representations for classifying (non-)metric (non-)vectorial data with applications in Structural Health Monitoring and geotechnical/natural-hazard engineering
(Universidad Nacional de ColombiaManizales - Ingeniería y Arquitectura - Doctorado en Ingeniería - AutomáticaDepartamento de Ingeniería Eléctrica y ElectrónicaFacultad de Ingeniería y ArquitecturaManizales, ColombiaUniversidad Nacional de Colombia - Sede Manizales, 2022)
Nowadays, data-driven modelling in structural and geo-engineering problems using Statistical Pattern Recognition and Machine Learning provides powerful and more versatile tools within a predictive framework. In contrast ...
Diseño de un sistema embebido de clasificación de movimientos de los dedos de la mano, empleando electromiografía superficial en antebrazo
Surgery rooms are one of the environments where more security and control protocols are applied, even compared to environments such as aeronautics (Hales et al., 2008). One of the protocols of strict control in the surgery ...