Mariano de Souza, Allan

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2021

Mariano de Souza, Allan (2021). Towards a Personalized Multi-objective Vehicular Traffic Re-routing System. (Dissertation, Institut für Informatik, Universitat Bern, Faculty of Science)

Karimzadeh, Mostafa; Aebi, Ryan; M. de Souza, Allan; Zhao, Zhongliang; Braun, Torsten; Sargento, Susana; Villas, Leandro (5 May 2021). Reinforcement Learning-designed LSTM for Trajectory and Traffic Flow Prediction. In: IEEE Wireless Communications and Networking Conference (pp. 1-6). IEEE 10.1109/WCNC49053.2021.9417511

2020

Mariano de Souza, Allan; Oliveira, Horacio F.; Zhao, Zhongliang; Braun, Torsten; Villas, Leandro; Loureiro, Antonio A. F. (2020). Enhancing Sensing and Decision-Making of Automated Driving Systems with Multi-access Edge Computing and Machine Learning. IEEE intelligent transportation systems magazine, 0-0. IEEE 10.1109/MITS.2019.2953513

Karimzadeh Motallebiazar, Mostafa; Mariano de Souza, Allan; Zhao, Zhongliang; Braun, Torsten; Villas, Leandro; Sargento, Susana; Loureiro, Antonio A. F. (2020). Intelligent Safety Message Dissemination with Vehicle Trajectory Density Predictions in VANETs (Submitted) IEEE Transactions on Vehicular Technology Special Issue on Vehicular Networks in the era of 6G: IEEE

2019

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. IEEE Transactions on Intelligent Transportation System, 21(9), pp. 3973-3989. IEEE Intelligent Transportation Systems Society 10.1109/TITS.2019.2958624

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

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: 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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