Mariano de Souza, Allan

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2020

Karimzadeh Motallebiazar, Mostafa; Aebi, Ryan; Mariano de Souza, Allan; Zhao, Zhongliang; Braun, Torsten; Sargento, Susana; Villas, Leandro (2020). Reinforcement Learning-designed LSTM for Trajectory and Traffic Flow Prediction (Submitted). In: IEEE International Conference on Computer Communications (INFOCOM 2020).

2019

Mariano de Souza, Allan; Oliveira, Horacio F.; Zhao, Zhongliang; Braun, Torsten; Villas, Leandro; Loureiro, Antonio A. F. (2019). Enhancing Sensing and Decision-Making of Automated Driving Systems with Multi-access Edge Computing and Machine Learning (In Press). IEEE intelligent transportation systems magazine IEEE

Mariano de Souza, Allan; Braun, Torsten; Botega, Leonardo C.; Cabral, Raquel; Garcia, Islene C.; Villas, Leandro A. (2019). Better safe than sorry: a vehicular traffic re-routing based on traffic conditions and public safety issue. Journal of internet services and applications, 10(1) Springer 10.1186/s13174-019-0116-9

Mariano de Souza, Allan; Guilherme, Maia; Braun, Torsten; Leandro A., Villas (2019). An Interest-Based Approach for Reducing Network Contentions in Vehicular Transportation Systems. Sensors, 19(10), p. 2325. Molecular Diversity Preservation International MDPI 10.3390/s19102325

Mariano de Souza, Allan; Braun, Torsten; Botega, Leonardo; Villas, Leandro A.; Loureiro, Antonio A. F. (2019). Safe and Sound: Driver Safety-aware Vehicle Re-routing based on Spatiotemporal Information (Submitted). IEEE Transactions on Intelligent Transportation System IEEE Intelligent Transportation Systems Society

Karimzadeh Motallebiazar, Mostafa; Mariano de Souza, Allan; Zhao, Zhongliang; Braun, Torsten; Villas, Leandro; Sargento, Susana; Loureiro, Antonio A. F. (28 February 2019). Intelligent Safety Message Dissemination with Vehicle Trajectory Density Predictions in VANETs (Submitted) Future generation computer systems: Elsevier

Nobre, Jeferson; Mariano de Souza, Allan; Rosario, Denis; Both, Cristiano; Villas, Leandro A.; Cerqueira, Eduardo; Braun, Torsten; Gerla, Mario (2019). Vehicular Software-Defined Networking and Fog Computing: Integration and Design Principles. Ad hoc Networks, 82, pp. 172-181. Elsevier 10.1016/j.adhoc.2018.07.016

2018

Mariano de Souza, Allan; Braun, Torsten; Villas, Leandro A. (4 November 2018). Efficient Context-aware Vehicular Traffic Re-routing based on Pareto-Optimality: A Safe-Fast Use Case (In Press). In: Inteligent Transportation System Conference (ITSC). IEEE

Mariano de Souza, Allan; Maia, Guilherme; Braun, Torsten; Villas, Leandro A. (1 April 2018). I am not interested in it: An Interest-based Approach for Reducing Network Contentions in Vehicular Transportation Systems (Submitted) Springer Mobile Networks and Applications

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