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IEEE Access(2)
Ad Hoc Networks(1)
PE-WASUN 2021 - Proceedings of the 18th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks(1)
PE-WASUN 2022 - Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks(1)
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Ciencias de la computación(4)
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A Multimetric Pbkp_redictive ANN-Based Routing Protocol for Vehicular Ad Hoc Networks
ArticleAbstract: Vehicular networks support intelligent transportation system (ITS) to improve drivers' safety and trPalabras claves:artificial neural networks, multimetric routing protocol, vehicular networksAutores:Juan Pablo Astudillo León, Lemus Cárdenas L., Mohamad Mezher A., Mónica Aguilar Igartua, Pablo Barbecho BautistaFuentes:googlescopusDTMR: A Decision Tree-based Multimetric Routing Protocol for Vehicular Ad Hoc Networks
Conference ObjectAbstract: The emerging application of machine learning (ML) in different areas and the good results obtained hPalabras claves:Decision Trees, Machine learning, multimetric routing protocol, Vehicular ad hoc networksAutores:Juan Pablo Astudillo León, Lemus Cárdenas L., Mohamad Mezher A., Mónica Aguilar IgartuaFuentes:scopusGraTree: A gradient boosting decision tree based multimetric routing protocol for vehicular ad hoc networks
ArticleAbstract: The Intelligent Transport System (ITS) is increasingly becoming a reality thanks to the incorporatioPalabras claves:Feature importance, Machine learning, multimetric routing protocol, vehicular networksAutores:Juan Pablo Astudillo León, Lemus Cárdenas L., Mohamad Mezher A.Fuentes:googlescopusRPL+: An Improved Parent Selection Strategy for RPL in Wireless Smart Grid Networks
Conference ObjectAbstract: Routing protocols play an important role in a Wireless Smart Grid Network (WSGN). The implementationPalabras claves:feature selection, Machine learning, multimetric routing protocols, random forest, RPL, wireless smart grid networksAutores:Cárdenas-Barrera J., Guerra E.C., Juan Pablo Astudillo León, Meng J., Mohamad Mezher A., Santos C.L.D.Fuentes:googlescopusPbkp_redictive Traffic Control and Differentiation on Smart Grid Neighborhood Area Networks
ArticleAbstract: Smart Grid (SG) networks include an associated data network for the transmission and reception of coPalabras claves:congestion control, deep learning, Machine learning, Neighborhood Area Networks, smart GridAutores:de la Cruz Llopis L.J., Juan Pablo Astudillo León, Rico-Novella F.J.Fuentes:googlescopus