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2014 IEEE 6th International Symposium on Wireless Vehicular Communications, WiVeC 2014 - Proceedings(1)
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Comparative Analysis of the Performance of Machine Learning Techniques Applied to Real and Synthetic Fraud-Oriented Datasets
Conference ObjectAbstract: One of the most critical resources today is information, an intangible asset that has become a vitalPalabras claves:AUC-ROC, Classification Methods, Fraud, Real and synthetic dataset, Topic modelingAutores:Luis Felipe Urquiza-Aguiar, Marco SánchezFuentes:scopusComparison of SUMO's vehicular demand generators in vehicular communications via graph-theory metrics
ArticleAbstract: Simulations are the first approach to test ITS applications due to the difficulties involved in deplPalabras claves:Intelligent transportation systems, Network metrics, Realistic vehicular traces, sumo, VANetAutores:Luis Felipe Urquiza-Aguiar, Pablo Barbecho Bautista, William Coloma-Gómez, Xavier Calderón-HinojosaFuentes:scopusA Multimetric, map-aware routing protocol for VANETs in Urban Areas
ArticleAbstract: In recent years, the general interest in routing for vehicular ad hoc networks (VANETs) has increasePalabras claves:Geographic routing protocol, Multi-metric forwarding decisions, Vehicular ad hoc networksAutores:Aguilar-Calderon J.A., de la Cruz Llopis L.J., Luis Felipe Urquiza-Aguiar, Mohamad Mezher A., Mónica Aguilar Igartua, Rebollo-Monedero D., Tripp-Barba C.Fuentes:googlescopusA geographical heuristic routing protocol for VANETs
ArticleAbstract: Vehicular ad hoc networks (VANETs) leverage the communication system of Intelligent Transportation SPalabras claves:Heuristic optimization, Routing protocols, VANetAutores:Luis Felipe Urquiza-Aguiar, Mónica Aguilar Igartua, Tripp-Barba C.Fuentes:googlescopusDesign and evaluation of GBSR-B, an improvement of GPSR for VANETs
ArticleAbstract: Wireless vehicular communications are a key technology to provide drivers with novel services such aPalabras claves:AODV, GPSR, NCTUns 6, vehicular ad hoc networks (VANETs), Wireless communicationsAutores:Luis Felipe Urquiza-Aguiar, Mónica Aguilar Igartua, Tripp-Barba C.Fuentes:scopusGeneration of a Synthetic Dataset for the Study of Fraud through Deep Learning Techniques
ArticleAbstract: Fraud is defined as any purposeful or deliberate act including cunning, deception, or other unfair mPalabras claves:deep learning, Fraud triangle theory, LSTM, Machine learning, rnnAutores:Carlos Narváez, Luis Felipe Urquiza-Aguiar, Marco Sánchez, Myriam Hernández, Verónica OlmedoFuentes:scopusEmpirical analysis of the minkowski distance order in geographical routing protocols for VANETs
Conference ObjectAbstract: This paper offers an empirical study of the impact of the way how the distance between two nodes isPalabras claves:Geographical routing protocol, GPSR, Minkowski distance, VANetAutores:José Estrada-Jiménez, Luis Felipe Urquiza-Aguiar, Mónica Aguilar Igartua, Tripp-Barba C.Fuentes:googlescopusHeuristic methods in geographical routing protocols for VANETs
Conference ObjectAbstract: This paper proposes different local-search heuristics to improve the performance of geographical rouPalabras claves:Geographical routing, heuristic algorithms, Simulated Annealing, Tabu search, VANETs, vehicular networksAutores:Almeida D., Luis Felipe Urquiza-Aguiar, Mónica Aguilar Igartua, Tripp-Barba C.Fuentes:scopusMAX-MIN based buffer allocation for VANETs
Conference ObjectAbstract: Many proposals have studied the optimization of the EDCA mechanism used by the IEEE 802.11p MAC layePalabras claves:BUFFER, dynamic sizing, MAC layer, VANETs MAX-MINAutores:Andrés Vázquez-Rodas, de la Cruz Llopis L.J., Luis Felipe Urquiza-Aguiar, Mónica Aguilar Igartua, Sanvicente Gargallo E., Tripp-Barba C.Fuentes:googlescopusMissing person’s location system based on IoT and cloud computing (Case study: Quito)
ArticleAbstract: This article proposes QSSC (Quito Smart Safe City). A prototype for the location and early warning sPalabras claves:CLOUD COMPUTING, CrowdSensing, IOT, MQTT, SMARTPHONEAutores:Ana María Zambrano, Luis Felipe Urquiza-Aguiar, Marcelo Zambrano-Vizuete, Ortiz M.E., Xavier Calderón-HinojosaFuentes:scopus