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Proceedings - IEEE International Symposium on Circuits and Systems(4)
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scopus(7)
A novel approach to identify the spectral bands that pbkp_redict moisture content in canola and wheat
ArticleAbstract: Due to the relevance of agriculture in economy and human development, the inclusion of technology inPalabras claves:deep learning, feature selection, Game theory, hyperspectral, Moisture Content, Plant phenotypingAutores:Julio Torres-Tello, Ko S.B.Fuentes:googlescopusEnsemble learning for improving generalization in aeroponics yield pbkp_rediction
Conference ObjectAbstract: Agriculture plays a crucial role in economy of several countries and yield pbkp_rediction is essentiPalabras claves:Autores:Julio Torres-Tello, Ko S.B., Moreno L., Venkatachalam S.Fuentes:googlescopusOptimizing a Multispectral-Images-Based DL Model, Through Feature Selection, Pruning and Quantization
Conference ObjectAbstract: The inclusion of technology in agriculture is highly relevant given the increasing global demand forPalabras claves:deep learning, Edge computing, feature selection, multispectral, pruning, quantizationAutores:Julio Torres-Tello, Ko S.B.Fuentes:googlescopusImproving the Detection of Explosives in a MOX Chemical Sensors Array with LSTM Networks
ArticleAbstract: Entities throughout the world face the problem of detecting hidden explosives, where human and caninPalabras claves:classification, deep learning, Electronic nose, explosives, fast detection, Machine learning, sensor arraysAutores:Ana V. Guamán, Julio Torres-Tello, Ko S.B.Fuentes:googlescopusLow-cost 2-D map generation system for a mobile robot
Conference ObjectAbstract: This work is a proof of concept for an artificial vision system, which allows a robot to create two-Palabras claves:digital image processing, Free Software, Kinect Sensor, Map generation, Raspberry PIAutores:Julio Torres-Tello, Ko S.B., Patricio PerezFuentes:googlescopusInterpretability of artificial intelligence models that use data fusion to pbkp_redict yield in aeroponics
ArticleAbstract: There is an increasing demand for healthy and fresh foods, and pbkp_redicting yield effectively is iPalabras claves:Aeroponics, Artificial Intelligence, feature selection, Model interpretability, Yield pbkp_redictionAutores:Julio Torres-Tello, Ko S.B.Fuentes:googlescopusIdentifying useful features in multispectral images with deep learning for optimizing wheat yield pbkp_rediction
Conference ObjectAbstract: Since unmanned aerial vehicles have been utilized in plant phenotyping, they have revolutionarily imPalabras claves:artificial vision, convolutional neural networks, deep learning, Plant phenotyping, UAV, Wheat yield pbkp_redictionAutores:Julio Torres-Tello, Ko S.B.Fuentes:googlescopus