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2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings(2)
2020 IEEE ANDESCON, ANDESCON 2020(1)
2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021(1)
2021 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2021 - Proceedings(1)
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A low-cost embedded facial recognition system for door access control using deep learning
Conference ObjectAbstract: This paper presents how the Neural Compute Stick 2 processor is used in conjunction with a RaspberryPalabras claves:Embedded, face detection, Neural networks, Smart lockAutores:Diego S. Benitez, Gustavo Orna, Noel PerezFuentes:scopusComputational discovery of novel anthelmintic natural compounds from Agave Brittoniana trel. Spp. Brachypus
ArticleAbstract: Helminth infections are a medical problem in the world nowadays. This report used bond-based 2D quadPalabras claves:Agave brittoniana Trel. spp. Brachypus, Anthelmintic Agent, Computational Screening, Fasciola hepática, LDA-Based QSAR Model, nonstochastic and stochastic bond-based quadratic indices, QuBiLS-MAS, ToMoCoMD-CARDD softwareAutores:Echevarría-Díaz Y., Guerra J.O., Macías F.A., Noel Perez, Nogueiras C.M., Olazabal E., Pérez-Giménez F., Serrano H.S., Simonet A.M., Yeniel González-Castañeda, Yovani Marrero-PonceFuentes:googlescopusBuy & Sell Trends Analysis Using Decision Trees
Conference ObjectAbstract: Present artificial intelligence advances tend to be focused on customized deep learning techniques wPalabras claves:C4.5, CART, decision tree, Market trend databaseAutores:Carlos Vaca, Daniel Riofrio, Diego S. Benitez, Noel PerezFuentes: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:scopusPath Planning Optimization in SDN Using Machine Learning Techniques
Conference ObjectAbstract: Internet, mobile networks, and mobile devices have contributed to the massive development of telematPalabras claves:ANN, Knn, PATH PLANNING, SDN, SVMAutores:Daniel Riofrio, Diego S. Benitez, Marlon Rodríguez, Noel Perez, Ricardo Flores MoyanoFuentes:scopusSearching glycolate oxidase inhibitors based on QSAR, molecular docking, and molecular dynamic simulation approaches
ArticleAbstract: Primary hyperoxaluria type 1 (PHT1) treatment is mainly focused on inhibiting the enzyme glycolate oPalabras claves:Autores:Ernesto Contreras-Torres, José Luis Paz, Jose R. Mora, Marquez E.A., Nicolás Cabrera, Noel Perez, Patricio Javier Espinoza-Montero, Sebastian Cuesta, Yovani Marrero-PonceFuentes:googlescopusStock Price Analysis with Deep-Learning Models
Conference ObjectAbstract: Novel artificial intelligence prediction algorithms use deep learning techniques, i.e., recurrent nePalabras claves:Autoencoder, Conv2D, deep learning, LSTM, pbkp_rediction, Stocks, Time-seriesAutores:Daniel Riofrio, Diego S. Benitez, Juan Arosemena, Noel Perez, Ricardo Flores MoyanoFuentes:scopusTowards a low-cost embedded vehicle counting system based on deep-learning for traffic management applications
Conference ObjectAbstract: This paper explores the feasibility of using a low-cost embedded system for real-time vehicle detectPalabras claves:Centroid, Deep-learning, Kalman filter, Neural computer stick (NCS2), Raspberry PI, tracking, Vehicle recognition, YOLOv4 tinyAutores:Daniel Riofrio, Diego S. Benitez, Josue Navarro, Noel Perez, Ricardo Flores MoyanoFuentes:scopus