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2021 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2021 - Proceedings(2)
2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings(2)
2017 IEEE/ACM 25th International Symposium on Quality of Service, IWQoS 2017(1)
2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings(1)
Communications in Computer and Information Science(1)
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Ciencias de la computación(10)
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A Deep Convolutional Autoencoder Architecture for Automatic Image Colorization
Conference ObjectAbstract: The inherent complexity of image colorization has motivated computer scientists towards the developmPalabras claves:cnn, deep convolutional autoencoder, Image colorization, VGGAutores:Daniel Riofrio, Diego S. Benitez, Maria G. Baldeon Calisto, Noel Perez, Ricardo Flores Moyano, Stefano CevallosFuentes:scopusA user-centric SDN management architecture for NFV-based residential networks
ArticleAbstract: The residential gateway is a key device in the provision of Internet access to a household or to a sPalabras claves:Network function virtualization, Network Management, Residential network, Residential network service, Software defined networking, User-centricAutores:Bellido Triana L., Fernandez D., Ricardo Flores MoyanoFuentes:googlescopusFace Gesture Recognition Using Deep-Learning Models
Conference ObjectAbstract: This work compares face gesture recognition methods based on deep learning convolutional neural netwPalabras claves:Artificial Intelligence, deep-learning models, face emotion recognition, Face gesture classification, Face imagesAutores:Andrés Espinel, Daniel Riofrio, Diego S. Benitez, Noel Perez, Ricardo Flores MoyanoFuentes:scopusElastic Networks Thematic Network Results II: Edge Computing and Wireless Support
Conference ObjectAbstract: This paper overviews the approach of the Elastic Networks research network to address the challengesPalabras claves:C-RAN, elastic networks, fog-to-cloud, NFV, SDNAutores:Bellido Triana L., Calle E., Fernandez D., Gómez S., Hernández J.A., Jurnet A., Larrabeiti D., Lentisco C.M., Marín E., Masip-Bruin X., Otero G., Reviriego P., Ricardo Flores MoyanoFuentes:googlescopusNFV and SDN-Based Differentiated Traffic Treatment for Residential Networks
ArticleAbstract: Residential networks play a critical role in assuring that services or applications such as tele-worPalabras claves:Network Functions Virtualization, Quality of service, residential network management applications, service function chaining, software defined networksAutores:Cardenas A., Fernandez D., Lentisco C.M., Merayo N., Ricardo Flores MoyanoFuentes:googlescopusNFV-based QoS provision for Software Defined Optical Access and residential networks
Conference ObjectAbstract: The promises of SDN and NFV technologies to boost innovation and to reduce the time-to-market of newPalabras claves:Edge cloud, NFV, qos, SDN, Traffic differentiationAutores:Aguado J.C., Bellido Triana L., De Miguel I., Fernandez D., Merayo N., Ricardo Flores MoyanoFuentes:googlescopusOn the Use of Convolutional Neural Network Architectures for Facial Emotion Recognition
Conference ObjectAbstract: This work compares face gesture recognition methods based on deep learning convolutional neural netwPalabras claves:Artificial Intelligence, deep-learning models, face emotion recognition, Face gesture classification, Face imagesAutores:Andrés Espinel, Daniel Riofrio, Diego S. Benitez, Noel Perez, Ricardo Flores MoyanoFuentes:googlescopusOn the Use of a Low-Cost Embedded System for Face Detection and Recognition
Conference ObjectAbstract: This paper explores the feasibility of using commercially available off-the-shelf components to implPalabras claves:Caffe, Embedded System, face detection, face recognition, Intel neural stick 2, OpenFace, Raspberry pi 3 b+Autores:Daniel Riofrio, Diego S. Benitez, Noel Perez, Ramiro Sandoval, Ricardo Flores Moyano, Vanessa CaminoFuentes:scopusMeasuring the Impact of Data Augmentation Techniques in Lung Radiograph Classification Using a Fractional Factorial Design: A Covid-19 Case Study
Conference ObjectAbstract: Convolutional neural networks (CNNs) have become dominant in various computer vision tasks, obtaininPalabras claves:convolutional neural networks, Covid-19 Detection, design of experiments, Fractional Factorial Design, Image Data Augmentation, Medical Image ClassificationAutores:Bernardo Puente-Mejia, Daniel Riofrio, Danny Navarrete, Diego S. Benitez, Jose Murillo J., Maria G. Baldeon Calisto, Mateo Hidalgo Davila, Noel Perez, Ricardo Flores MoyanoFuentes:scopusStock Price Analysis with Deep-Learning Models
Conference ObjectAbstract: Novel artificial intelligence pbkp_rediction algorithms use deep learning techniques, i.e., recurrenPalabras claves:Autoencoder, Conv2D, deep learning, LSTM, pbkp_rediction, Stocks, Time-seriesAutores:Daniel Riofrio, Diego S. Benitez, Juan Arosemena, Noel Perez, Ricardo Flores MoyanoFuentes:scopus