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ORCIDAllan Mariano de Souza
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2020 – today
- 2024
[j15]Allan Mariano de Souza, Filipe Maciel
, Joahannes B. D. da Costa, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas:
Adaptive client selection with personalization for communication efficient Federated Learning. Ad Hoc Networks 157: 103462 (2024)- [j14]Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas, Torsten Braun:
Federated learning energy saving through client selection. Pervasive Mob. Comput. 103: 101948 (2024) - [c45]Filipe Maciel, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Allan Mariano de Souza, Leandro A. Villas, Luiz F. Bittencourt:
Adaptive Fit Fraction Based on Model Performance Evolution in Federated Learning. FiCloud 2024: 77-84 - [c44]Gabriel U. Talasso, Allan Mariano de Souza, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas:
FedSCCS: Hierarchical Clustering with Multiple Models for Federated Learning. ICC 2024: 3280-3285 - [c43]Bruno S. Martins, Allan Mariano de Souza, Denis Rosário, Carlos A. Astudillo, Eduardo Cerqueira, Leandro Villas:
Partial Training Mechanism to Handle the Impact of Stragglers in Federated Learning with Heterogeneous Clients. ISCC 2024: 1-6 - [c42]Aissa Hadj Mohamed, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis, Allan Mariano de Souza:
Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in non-IID Data. ISCC 2024: 1-7 - 2023
- [j13]Joahannes B. D. da Costa, Wellington Lobato, Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro A. Villas:
Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments. Ad Hoc Networks 151: 103300 (2023) - [j12]Diego O. Rodrigues, Allan Mariano de Souza, Torsten Braun, Guilherme Maia, Antonio A. F. Loureiro, Leandro A. Villas:
Service Provisioning in Edge-Cloud Continuum: Emerging Applications for Mobile Devices. J. Internet Serv. Appl. 14(1): 47-83 (2023) - [j11]Matheus Ferraroni Sanches, Jáder Martins Camboim de Sá, Rafael Roque de Souza, Allan Mariano de Souza, Júlio Cesar dos Reis, Leandro Aparecido Villas:
Automatic Extraction of Conversation Flows from Human Dialogues: Understanding Their Impact to Refine NLP Models. SN Comput. Sci. 4(6): 706 (2023) - [j10]Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo Ipolito Meneguette, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro Villas:
Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. 24(10): 11345-11359 (2023) - [c41]Aissa Hadj Mohamed, Nícolas R. G. Assumpçáo, Carlos A. Astudillo, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas:
Compressed Client Selection for Efficient Communication in Federated Learning. CCNC 2023: 508-516 - [c40]Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas:
Resource Aware Client Selection for Federated Learning in IoT Scenarios. DCOSS-IoT 2023: 1-8 - [c39]Cláudio Gustavo S. Capanema, Allan Mariano de Souza, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro:
FedPredict: Combining Global and Local Parameters in the Prediction Step of Federated Learning. DCOSS-IoT 2023: 17-24 - [c38]Allan Mariano de Souza, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas:
Dispositivos, Eu Escolho Vocês: Seleção de Clientes Adaptativa para Comunicação Eficiente em Aprendizado Federado. SBRC 2023: 1-14 - [c37]Aissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis:
CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. UCC 2023: 36 - [c36]Rómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luiz F. Bittencourt:
EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence. UCC 2023: 55 - [c35]Joahannes B. D. da Costa, Allan Mariano de Souza, Wellington Lobato, Denis Rosário, Christoph Sommer, Leandro Villas:
Improving Fairness and Performance in Resource Usage for Vehicular Edge Computing. VTC Fall 2023: 1-6 - 2022
- [j9]Allan Mariano de Souza, Horacio A. B. F. de Oliveira, Zhongliang Zhao, Torsten Braun, Antonio A. F. Loureiro, Leandro A. Villas:
Enhancing Sensing and Decision-Making of Automated Driving Systems With Multi-Access Edge Computing and Machine Learning. IEEE Intell. Transp. Syst. Mag. 14(1): 44-56 (2022) - [c34]Matheus Ferraroni Sanches, Jáder M. C. de Sá, Allan Mariano de Souza, Diego A. Silva, Rafael Roque de Souza, Júlio Cesar dos Reis, Leandro A. Villas:
MCCD: Generating Human Natural Language Conversational Datasets. ICEIS (2) 2022: 247-255 - [c33]Farimasadat Miri, Alireza A. Namanloo, Allan Mariano de Souza, Richard W. Pazzi:
A Novel Short-term Vehicle Location Prediction using Temporal Graph Neural Networks. LATINCOM 2022: 1-6 - [c32]Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo Ipolito Meneguette, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas:
Escalonamento de Tarefas Ciente de Contexto para Computação de Borda Veicular. SBRC 2022: 15-28 - [c31]Joahannes B. D. da Costa, Wellington Lobato Jr., Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas:
NEMESIS: Mecanismo para Formação de Nuvens Veiculares Baseado em Previsão de Mobilidade. SBRC 2022: 280-293 - [c30]Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas:
Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. VTC Fall 2022: 1-6 - [c29]Wellington Lobato, Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas:
FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. VTC Fall 2022: 1-5 - 2021
- [b1]Allan Mariano de Souza:
Towards a Personalized Multi-objective Vehicular Traffic Re-routing System. University of Bern, Switzerland, 2021 - [c28]Wellington Lobato Jr., Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Leandro Villas:
Mecanismo Eficiente de Localização Cooperativa para Veículos Autônomos Conectados. SBRC 2021: 336-349 - [c27]Mostafa Karimzadeh, Ryan Aebi, Allan Mariano de Souza, Zhongliang Zhao, Torsten Braun, Susana Sargento, Leandro Villas:
Reinforcement Learning-designed LSTM for Trajectory and Traffic Flow Prediction. WCNC 2021: 1-6 - 2020
- [j8]Thiago S. Gomides, Robson E. De Grande, Allan Mariano de Souza, Fernanda S. H. Souza, Leandro A. Villas, Daniel L. Guidoni:
An adaptive and Distributed Traffic Management System using Vehicular Ad-hoc Networks. Comput. Commun. 159: 317-330 (2020) - [j7]Allan Mariano de Souza, Torsten Braun, Leonardo C. Botega, Leandro A. Villas, Antonio A. F. Loureiro:
Safe and Sound: Driver Safety-Aware Vehicle Re-Routing Based on Spatiotemporal Information. IEEE Trans. Intell. Transp. Syst. 21(9): 3973-3989 (2020) - [c26]Lucas Zanco Ladeira, Allan Mariano de Souza, Thiago Henrique Silva, Richard W. Pazzi, Leandro A. Villas:
PONCHE: Personalized and Context-Aware Vehicle Rerouting Service. CLOUD 2020: 211-218 - [c25]Lucas Zanco Ladeira, Allan Mariano de Souza, Heitor S. Ramos, Leandro Aparecido Villas:
GIN: Better going safe with personalized routes. ISCC 2020: 1-6 - [c24]Allan Mariano de Souza, Leandro Aparecido Villas:
Vem Tranquilo: Rotas Eficientes baseado na Dinâmica Urbana Futura com Deep Learning e Computação de Borda. SBRC 2020: 351-364 - [c23]Lucas Zanco Ladeira, Allan Mariano de Souza, Thiago Henrique Silva, Geraldo Pereira Rocha Filho, Maycon Leone Maciel Peixoto, Leandro Aparecido Villas:
CERVA: Roteamento Contextual para Veículos com Risco Espaço-temporal. SBRC 2020: 379-392 - [c22]Wellington Lobato, Allan Mariano de Souza, Maycon L. M. Peixoto, Denis do Rosário, Leandro Villas:
A Cache Strategy for Intelligent Transportation System to Connected Autonomous Vehicles. VTC Fall 2020: 1-5
2010 – 2019
- 2019
- [j6]Jéferson Campos Nobre, Allan Mariano de Souza, Denis do Rosário, Cristiano Both, Leandro A. Villas, Eduardo Cerqueira, Torsten Braun, Mario Gerla:
Vehicular software-defined networking and fog computing: Integration and design principles. Ad Hoc Networks 82: 172-181 (2019) - [j5]Joahannes B. D. da Costa, Allan Mariano de Souza, Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas:
Efficient data dissemination protocol based on complex networks' metrics for urban vehicular networks. J. Internet Serv. Appl. 10(1): 15:1-15:13 (2019) - [j4]Allan Mariano de Souza, Torsten Braun, Leonardo C. Botega, Raquel Cabral, Islene C. Garcia, Leandro A. Villas:
Better safe than sorry: a vehicular traffic re-routing based on traffic conditions and public safety issues. J. Internet Serv. Appl. 10(1): 17:1-17:18 (2019) - [j3]Allan Mariano de Souza, Guilherme Maia, Torsten Braun, Leandro A. Villas:
An Interest-Based Approach for Reducing Network Contentions in Vehicular Transportation Systems. Sensors 19(10): 2325 (2019) - [c21]Lucas Zanco Ladeira, Allan Mariano de Souza, Geraldo Pereira Rocha Filho, Thiago Henrique Silva, Matheus Ferraroni Sanches, Leandro Aparecido Villas:
MARTINI: Towards a mobile and variable time window identification for spatio-temporal data. LATINCOM 2019: 1-6 - [c20]Matheus Ferraroni Sanches, Allan Mariano de Souza, Wellington Lobato, Leandro A. Villas:
Optimizing Infrastructure Placement with Genetic Algorithm: A Traffic Management Use Case. LATINCOM 2019: 1-6 - [c19]Lucas Zanco Ladeira, Allan Mariano de Souza, Geraldo P. R. Filho, Thiago Henrique Silva, Leandro Villas:
Serviço de Sugestão de Rotas Seguras para Veículos. SBRC 2019: 608-621 - 2018
- [c18]Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas:
FnS: Enhancing Traffic Mobility and Public Safety based on a Hybrid Transportation System. DCOSS 2018: 77-84 - [c17]Joahannes Costa, Denis do Rosário, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira:
Data Dissemination Based on Complex Networks' Metrics for Distributed Traffic Management Systems. ISCC 2018: 1062-1067 - [c16]Allan Mariano de Souza, Torsten Braun, Leandro Villas:
Efficient Context-Aware Vehicular Traffic Re-Routing Based on Pareto-Optimality: A Safe-Fast Use Case. ITSC 2018: 2905-2910 - [c15]Allan Mariano de Souza, Leonardo C. Botega, Islene Calciolari Garcia, Leandro A. Villas:
Por Aqui é Mais Seguro: Melhorando a Mobilidade e a Segurança nas Vias Urbanas. SBRC 2018: 1019-1032 - [c14]Joahannes Costa, Denis Rosário, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira:
Protocolo para Disseminação de Dados em VANETs baseado em Métricas de Redes Complexas: Um Estudo de Caso com Sistema de Gerenciamento de Trânsito. SBRC 2018: 1061-1074 - [c13]Allan Mariano de Souza, Lehilton L. C. Pedrosa, Leonardo C. Botega, Leandro Villas:
Itssafe: An Intelligent Transportation System for Improving Safety and Traffic Efficiency. VTC Spring 2018: 1-7 - 2017
- [j2]Allan Mariano de Souza, Celso A. R. L. Brennand, Roberto Sadao Yokoyama, Erick Donato, Edmundo Roberto Mauro Madeira, Leandro A. Villas:
Traffic management systems: A classification, review, challenges, and future perspectives. Int. J. Distributed Sens. Networks 13(4) (2017) - [c12]Allan Mariano de Souza, Nelson L. S. da Fonseca, Leandro Villas:
A fully-distributed advanced traffic management system based on opportunistic content sharing. ICC 2017: 1-6 - [c11]Joahannes Costa, Wellington Lobato, Allan Mariano de Souza, Denis do Rosário, Leandro A. Villas, Eduardo Cerqueira:
Centrality-based data dissemination protocol for vehicular ad hoc networks. NCA 2017: 61-64 - [c10]Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas:
GTE: Um Sistema para Gerenciamento de Trânsito Escalável baseado em Compartilhamento Oportunista. SBRC 2017 - 2016
- [j1]Allan Mariano de Souza, Roberto Sadao Yokoyama, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro Aparecido Villas:
ICARUS: Improvement of traffic Condition through an Alerting and Re-routing System. Comput. Networks 110: 118-132 (2016) - [c9]Allan Mariano de Souza, Roberto Sadao Yokoyama, Guilherme Maia, Antonio A. F. Loureiro, Leandro Aparecido Villas:
Real-time path planning to prevent traffic jam through an intelligent transportation system. ISCC 2016: 726-731 - [c8]Allan Mariano de Souza, Leandro Aparecido Villas:
A Fully-distributed Traffic Management System to Improve the Overall Traffic Efficiency. MSWiM 2016: 19-26 - [c7]Allan Mariano de Souza, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas:
SPARTAN: A Solution to Prevent Traffic Jam with Real-Time Alert and Re-Routing for Smart City. VTC Fall 2016: 1-5 - 2015
- [c6]Allan Mariano de Souza, Roberto Sadao Yokoyama, Leonardo Castro Botega, Rodolfo Ipolito Meneguette, Leandro Aparecido Villas:
Scorpion: A Solution Using Cooperative Rerouting to Prevent Congestion and Improve Traffic Condition. CIT/IUCC/DASC/PICom 2015: 497-503 - [c5]Allan Mariano de Souza, Roberto Sadao Yokoyama, Nelson Luis Saldanha da Fonseca, Rodolfo Ipolito Meneguette, Leandro Aparecido Villas:
GARUDA: A New Geographical Accident Aware Solution to Reduce Urban Congestion. CIT/IUCC/DASC/PICom 2015: 596-602 - [c4]Celso A. R. L. Brennand, Allan Mariano de Souza, Guilherme Maia, Azzedine Boukerche, Heitor S. Ramos, Antonio A. F. Loureiro, Leandro A. Villas:
An intelligent transportation system for detection and control of congested roads in urban centers. ISCC 2015: 663-668 - [c3]Allan Mariano de Souza, Roberto Sadao Yokoyama, Guilherme Maia, Antonio Alfredo Ferreira Loureiro, Leandro A. Villas:
Minimizing traffic jams in urban Centers using vehicular ad hoc networks. NTMS 2015: 1-5 - 2014
- [c2]Allan Mariano de Souza, Azzedine Boukerche, Guilherme Maia, Rodolfo Ipolito Meneguette, Antonio A. F. Loureiro, Leandro Aparecido Villas:
Decreasing greenhouse emissions through an intelligent traffic information system based on inter-vehicle communication. MOBIWAC 2014: 91-98 - [c1]Allan Mariano de Souza, Guilherme Maia, Leandro A. Villas:
ADD: A Data Dissemination Solution for Highly Dynamic Highway Environments. NCA 2014: 17-23
Coauthor Index
Joahannes Costa
aka: Joahannes B. D. da Costa
aka: Joahannes B. D. da Costa
Antonio Alfredo Ferreira Loureiro
aka: Antonio A. F. Loureiro
aka: Antonio A. F. Loureiro
Denis do Rosário
aka: Denis Rosário
aka: Denis Rosário
[j15] [j14] [c45] [c44] [c43] [c42] [j13] [j12] [j11] [j10] [c41] [c40] [c39] [c38] [c37] [c35] [j9] [c34] [c32] [c31] [c30] [c29] [c28] [c27] [j8] [j7] [c26] [c25] [c24] [c23] [c22] [j6] [j5] [j4] [j3] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [j2] [c12] [c11] [c10] [j1] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
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