Allan Mariano de Souza
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
9
Active years
2014–2025
Best venue rank
C
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IC3K | RFG Framework: Retrieval-Feedback-Grounded Multi-Query Expansion. | Ronaldinho Vega Centeno Olivera, Allan Mariano de Souza, Jlio Cesar dos Reis |
| 2025 | ISCC | Exploring Communication Efficient Methods for Homomorphic Encryption Federated Learning. | Yuri Dimitre de Faria, Leandro A. Villas, Allan Mariano de Souza |
| 2025 | UCC | FL-as-API: A Service-Oriented Architecture for Heterogeneous Federated Learning. | Rmulo Bustincio, Pedro Yuri Marquez Solis, Allan Mariano de Souza, Luiz F. Bittencourt |
| 2025 | UCC | Federated Learning with Iterative Synthetic Data Augmentation. | Gustavo S. Guaragna, Joahannes B. D. Da Costa, Allan Mariano de Souza |
| 2025 | UCC | Participation is Power: Effective Approach to Dynamic Federated Learning. | Rafael de Oliveira Jarczewski, Eduardo Cerqueira, Luiz Fernando Bittencourt, Antonio A. F. Loureiro, Leandro A. Villas, Allan Mariano de Souza |
| 2024 | ICMLA | Let's Federate - Effective Communication Strategy for Dynamic Client Participation. | Rafael O. Jarczewski, Eduardo Cerqueira, Luiz F. Bittencourt, Antonio A. F. Loureiro, Leandro A. Villas, Allan Mariano de Souza |
| 2024 | ISCC | Partial Training Mechanism to Handle the Impact of Stragglers in Federated Learning with Heterogeneous Clients. | Bruno S. Martins, Allan Mariano de Souza, Denis Rosrio, Carlos A. Astudillo, Eduardo Cerqueira, Leandro Villas |
| 2024 | ISCC | Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in non-IID Data. | Aissa Hadj Mohamed, Joahannes B. D. da Costa, Leandro A. Villas, Jlio Cesar dos Reis, Allan Mariano de Souza |
| 2024 | VTC | EcoPredict: Assessing Distributed Machine Learning Methods for Predicting Urban Emissions. | Carnot Braun, Joahannes B. D. da Costa, Leandro A. Villas, Allan Mariano de Souza |
| 2024 | UCC | Minimizing Communication Overhead via Wavelet-Based Model Compression in Federated Learning. | Rmulo Walter Condori Bustincio, Jorge L. Daz Calle, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Allan Mariano de Souza, Luiz F. Bittencourt |
| 2024 | UCC | Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach. | Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Jlio Cesar dos Reis |
| 2023 | DCOSS | FedPredict: Combining Global and Local Parameters in the Prediction Step of Federated Learning. | Cludio Gustavo S. Capanema, Allan Mariano de Souza, Fabrcio A. Silva, Leandro A. Villas, Antonio A. F. Loureiro |
| 2023 | DCOSS | Resource Aware Client Selection for Federated Learning in IoT Scenarios. | Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas |
| 2023 | VTC | Improving Fairness and Performance in Resource Usage for Vehicular Edge Computing. | Joahannes B. D. da Costa, Allan Mariano de Souza, Wellington Lobato, Denis Rosrio, Christoph Sommer, Leandro Villas |
| 2023 | UCC | EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence. | Rmulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luiz F. Bittencourt |
| 2023 | UCC | CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. | Aissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Jlio Cesar dos Reis |
| 2022 | VTC | Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. | Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosrio, Christoph Sommer, Leandro A. Villas |
| 2022 | VTC | FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. | Wellington Lobato, Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosrio, Christoph Sommer, Leandro A. Villas |
| 2021 | WCNC | Reinforcement Learning-designed LSTM for Trajectory and Traffic Flow Prediction. | Mostafa Karimzadeh, Ryan Aebi, Allan Mariano de Souza, Zhongliang Zhao, Torsten Braun, Susana Sargento, Leandro Villas |
| 2020 | ISCC | GIN: Better going safe with personalized routes. | Lucas Zanco Ladeira, Allan Mariano de Souza, Heitor S. Ramos, Leandro Aparecido Villas |
| 2020 | VTC | A Cache Strategy for Intelligent Transportation System to Connected Autonomous Vehicles. | Wellington Lobato, Allan Mariano de Souza, Maycon L. M. Peixoto, Denis do Rosrio, Leandro Villas |
| 2018 | DCOSS | FnS: Enhancing Traffic Mobility and Public Safety based on a Hybrid Transportation System. | Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas |
| 2018 | ISCC | Data Dissemination Based on Complex Networks' Metrics for Distributed Traffic Management Systems. | Joahannes Costa, Denis do Rosrio, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira |
| 2018 | VTC | Itssafe: An Intelligent Transportation System for Improving Safety and Traffic Efficiency. | Allan Mariano de Souza, Lehilton L. C. Pedrosa, Leonardo C. Botega, Leandro Villas |
| 2017 | NCA | Centrality-based data dissemination protocol for vehicular ad hoc networks. | Joahannes Costa, Wellington Lobato, Allan Mariano de Souza, Denis do Rosrio, Leandro A. Villas, Eduardo Cerqueira |
| 2016 | ISCC | Real-time path planning to prevent traffic jam through an intelligent transportation system. | Allan Mariano de Souza, Roberto Sadao Yokoyama, Guilherme Maia, Antonio A. F. Loureiro, Leandro Aparecido Villas |
| 2016 | MSWIM | A Fully-distributed Traffic Management System to Improve the Overall Traffic Efficiency. | Allan Mariano de Souza, Leandro Aparecido Villas |
| 2016 | VTC | SPARTAN: A Solution to Prevent Traffic Jam with Real-Time Alert and Re-Routing for Smart City. | Allan Mariano de Souza, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas |
| 2015 | ISCC | An intelligent transportation system for detection and control of congested roads in urban centers. | Celso A. R. L. Brennand, Allan Mariano de Souza, Guilherme Maia, Azzedine Boukerche, Heitor S. Ramos, Antonio A. F. Loureiro, Leandro A. Villas |
| 2014 | NCA | ADD: A Data Dissemination Solution for Highly Dynamic Highway Environments. | Allan Mariano de Souza, Guilherme Maia, Leandro A. Villas |