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Villas, Leandro
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1

REAL-UP: Urban Perceptions From LBSNs Helping Moving Real-E..:

, In: Companion Proceedings of the ACM on Web Conference 2024,
Santos, Frances A. ; Silva, Thiago H. ; Villas, Leandro A. - p. 1071-1074 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Soluções para Dados Heterogêneos em Aprendizado Federado at..:

Talasso, Gabriel ; Villas, Leandro
Revista Eletrônica de Iniciação Científica em Computação.  22 (2024)  1 - p. 61-70 , 2024
Link: https://doi.org/10.5753/..
 
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3

A Novel Federated Meta-Learning Approach for Discriminating..:

Barros, Pedro H. ; Guevara, Judy C. ; Villas, Leandro...
IEEE Internet of Things Journal.  , 2024
Link: https://doi.org/10.1109/..
 
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4

Adaptive client selection with personalization for communic..:

de Souza, Allan M. ; Maciel, Filipe ; da Costa, Joahannes B.D....
Ad Hoc Networks.  157 (2024)  - p. 103462 , 2024
Link: https://doi.org/10.1016/..
 
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5

Federated learning energy saving through client selection:

Maciel, Filipe ; de Souza, Allan M. ; Bittencourt, Luiz F...
Pervasive and Mobile Computing.  103 (2024)  - p. 101948 , 2024
Link: https://doi.org/10.1016/..
 
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6

Improving Fairness and Performance in Resource Usage for Ve..:

, In: 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall),
Da Costa, Joahannes B. D. ; de Souza, Allan M. ; Lobato, Wellington... - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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7

HARMONIC: Shapley values in market games for resource alloc..:

Ribeiro Jr., Aguimar ; da Costa, Joahannes B.D. ; Filho, Geraldo P. Rocha...
Ad Hoc Networks.  149 (2023)  - p. 103224 , 2023
Link: https://doi.org/10.1016/..
 
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8

Mobility-aware Vehicular Cloud formation mechanism for Vehi..:

da Costa, Joahannes B.D. ; Lobato, Wellington ; de Souza, Allan M....
Ad Hoc Networks.  151 (2023)  - p. 103300 , 2023
Link: https://doi.org/10.1016/..
 
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9

Resource Aware Client Selection for Federated Learning in I..:

, In: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT),
Maciel, Filipe ; De Souza, Allan M. ; Bittencourt, Luiz F.. - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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10

Mobility-aware Latency-constrained Data Placement in SDN-en..:

, In: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium,
Rodrigues, Diego O. ; Braun, Torsten ; Maia, Guilherme. - p. 1-9 , 2023
Link: https://doi.org/10.1109/..
 
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11

FedPredict: Combining Global and Local Parameters in the Pr..:

, In: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT),
Capanema, Claudio G. S. ; de Souza, Allan M. ; Silva, Fabricio A... - p. 17-24 , 2023
Link: https://doi.org/10.1109/..
 
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12

Assessing the Potential of Electric Mobility in Reducing Ve..:

, In: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT),
Duarte, Joao M. ; Assuncao, Kenny ; Villas, Leandro A.. - p. 585-592 , 2023
Link: https://doi.org/10.1109/..
 
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13

CCSF: Clustered Client Selection Framework for Federated Le..:

, In: Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing,
Mohamed, Aissa Hadj ; de Souza, Allan M ; Da Costa, Joahannes B D.. - p. 1-8 , 2023
Link: https://dl.acm.org/doi/1..
 
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14

Differential Privacy: Exploring Federated Learning Privacy ..:

, In: 2023 IEEE Latin-American Conference on Communications (LATINCOM),
Gomes, Gabriel L. ; da Cunha, Felipe D. ; Villas, Leandro A. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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15

Mobility and Deadline-Aware Task Scheduling Mechanism for V..:

da Costa, Joahannes B. D. ; de Souza, Allan M. ; Meneguette, Rodolfo I....
IEEE Transactions on Intelligent Transportation Systems.  24 (2023)  10 - p. 11345-11359 , 2023
Link: https://doi.org/10.1109/..
 
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