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Nelson L. S. da Fonseca

university of campinas

30H-index
466Paper Count
4.5KCitation Count
Published Papers 72
Publication Date
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Effective, Explainable, and Trustworthy Client Selection in Federated Learning
errIEEE Open Journal of the Computer Society
IF8.2
err2026-04-13
err0
errOAAI
errEdwin F. Castillo; Oscar M. Caicedo; Nelson L. S. da Fonseca
errShare
errSave
Energy-Aware Client Selection in Hierarchical Federated Learning via Supervised and Metaheuristic Algorithms
errIEEE Internet of Things Journal
IF8.9
err2026-03-30
err0
PREAI
errSilvana Trindade; Nelson L. S. da Fonseca
errShare
errSave
On the Service Provisioning and Reconfiguration for Asymmetric Traffic in Drop-and-Continue Optical Networks Based on P2MP-TRXs
errIEEE Transactions on Networking
IF0
err2026-03-23
err0
PREAI
errRuoxing Li; Xiaoliang Chen; Fei Yang; Meihan Wu; Nelson L. S. da Fonseca; Zuqing Zhu
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errSave
Multicriteria Scoring for Cluster and Client Selection in Heterogeneous Hierarchical Federated Learning
errIEEE Internet of Things Journal
IF8.9
err2026-02-03
err0
errOAAI
errSilvana Trindade; Nelson Luis Saldanha da Fonseca
errShare
errSave
Cost Analysis of VNF Distributions in 5G MEC-Based Networks With Protection Scheme
errIEEE Transactions on Network and Service Management
IF5.4
err2026-01-01
err0
PREAI
errHernani D. Chantre; Nelson Luis Saldanha da Fonseca
errShare
errSave
Generative Autonomous Systems Topology Generator
errIEEE Communications Magazine
IF8.2
err2025-12-19
err0
PREAI
errCaio V. Dadauto; Nelson L. S. da Fonseca; Ricardo da S. Torres
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errSave
Guest Editorial: Applications of Large Language Models in Internet of Things
errIEEE Internet of Things Magazine
IF0
err2025-11-01
err0
PREAI
errSun, Gang; Niyato, Dusit; Wang, Jiacheng; Fonseca, Nelson; Bellavista, Paolo; Yeh, Shu-ping
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errSave
The computing continuum: Past, present, and future
errComputer Science Review
IF12.7
err2025-07-10
err0
PREAI
errLuiz F. Bittencourt; Roberto Rodrigues-Filho; Josef Spillner; Filip De Turck; José Santos; Nelson L.S. da Fonseca; Omer Rana; Manish Parashar; Ian Foster
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Guest Editorial Special Section on Generative AI and Large Language Models Enhanced 6G Wireless Communication and Sensing
errieee open journal of the industrial electronics society
IF6.1
err2025-01-01
err0
errOAAI
errJiacheng Wang; Geng Sun; Dusit Niyato; Hina Tabassum; Gabriel-Miro Muntean; Nelson Fonseca
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errSave
A Novel Federated Meta-Learning Approach for Discriminating Sedentary Behavior From Wearable Data
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-10-01
err1
PREAI
errBarros, Pedro H.; Guevara, Judy C.; Villas, Leandro; Guidoni, Daniel; da Fonseca, Nelson L. S.; Ramos, Heitor S.
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errSave
Client Selection in Hierarchical Federated Learning
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-09-01
err0
PREAI
errTrindade, Silvana; da Fonseca, Nelson L. S.
errShare
errSave
Large Language Models for Zero Touch Network Configuration Management
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2024-01-01
err0
errOAAI
errLira, Oscar G.; Caicedo, Oscar M.; da Fonseca, Nelson L. S.
errShare
errSave
THE PRESIDENT'S PAGE
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-11-01
err0
errOAAI
errShen, Xuemin (Sherman); Armada, Ana Garcia; Fonseca, Nelson
errShare
errSave
Location of fog nodes mounted on fixed-wing UAVs
errVEHICULAR COMMUNICATIONS
IF6.5
err2023-06-01
err4
PREAI
errda Silva, Rodrigo A. C.; da Fonseca, Nelson L. S.
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errSave
Federated Learning over Next-Generation Ethernet Passive Optical Networks
errIEEE NETWORK
IF6.3
err2023-01-01
err3
errOAAI
errCiceri, Oscar J.; Astudillo, Carlos A.; Zhu, Zuqing; da Fonseca, Nelson L. S.
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errSave
Design of fog computing infrastructures with rotary-wing UAVs
err2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022)
IF0
err2022-12-04
err0
PREAI
errda Silva, Rodrigo A. C.; da Fonseca, Nelson L. S.
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errSave
Admission Control for 5G Core Network Slicing Based on Deep Reinforcement Learning
errieee open journal of circuits and systems
IF4.4
err2022-09-01
err18
PREAI
errVillota-Jacome, William F.; Rendon, Oscar Mauricio Caicedo; da Fonseca, Nelson L. S.
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errSave
Reliability provisioning for Fog Nodes in Smart Farming IoT-Fog-Cloud continuum
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2022-09-01
err1
PREAI
errMontoya-Munoz, Ana Isabel; Silva, Rodrigo A. C. da; Rendon, Oscar M. Caicedo; Fonseca, Nelson L. S. da
errShare
errSave
Model-Based Reinforcement Learning with Automated Planning for Network Management
errSENSORS
IF3.5
err2022-08-22
err1
errOAAI
errOrdonez, Armando; Mauricio Caicedo, Oscar; Villota, William; Rodriguez-Vivas, Angela; da Fonseca, Nelson L. S.
errShare
errSave
COMSOC CONFERENCES
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2022-04-01
err0
errOAAI
errShen, Xuemin Sherman; Fonseca, Nelson
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
X
Xuemin Shen
H-index: 149 · Papers: 2.5K
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
I
Ian Foster
H-index: 124 · Papers: 1.4K
R
Raouf Boutaba
H-index: 67 · Papers: 680
O
Omer Rana
H-index: 63 · Papers: 838
View more