| 2025 | IJCNN | Personalized federated learning for sedentary behavior classification with heterogeneous feature distributions under adversarial threats. | Pedro H. Barros, Tlio Polido, Judy C. Guevara, Leandro Villas, Daniel L. Guidoni, Nelson L. S. da Fonseca, Heitor S. Ramos |
| 2024 | DCOSS | Tremor Detection in Parkinson's Disease from Wearable Data: A Comparative Study of Centralized Learning versus Federated Learning. | Jhon Jorge, Judy C. Guevara, Daniel L. Guidoni, Heitor S. Ramos, Leandro A. Villas, Nelson L. S. da Fonseca |
| 2024 | GLOBECOM | Optimized Code-Expanded Random Access Procedure for Massive Internet of Things. | Carlos A. Astudillo, Nelson L. S. da Fonseca |
| 2024 | IJCNN | Hierarchical federated learning based on ordinal patterns for detecting sedentary behavior. | Pedro H. Barros, Judy C. Guevara, Leandro Villas, Daniel L. Guidoni, Nelson L. S. da Fonseca, Heitor S. Ramos |
| 2022 | GLOBECOM | Design of fog computing infrastructures with rotary-wing UAVs. | Rodrigo A. C. da Silva, Nelson L. S. da Fonseca |
| 2022 | GLOBECOM | IEEE GLOBECOM 2022 General Chair Welcome Message. | Nelson L. S. da Fonseca, Jos Roberto B. da Marca, Stefano Bregni, Lisandro Z. Granville |
| 2022 | GLOBECOM | QoS-aware Task Scheduling based on Reinforcement Learning for the Cloud-Fog Continuum. | Judy C. Guevara, Ricardo da Silva Torres, Luiz F. Bittencourt, Nelson L. S. da Fonseca |
| 2022 | GLOBECOM | Batch Grooming in Elastic Optical Networks with Space-Division Multiplexing. | Silvana Trindade, Nelson L. S. da Fonseca |
| 2022 | UCC | Applying Federated Learning in the detection of Freezing of Gait in Parkinson's disease. | J. Jorge, Pedro H. Barros, Roberto Sadao Yokoyama, Daniel L. Guidoni, Heitor S. Ramos, Nelson L. S. da Fonseca, Leandro A. Villas |
| 2021 | DCOSS | EFIS - Ecological Fuel-consumption Intelligent System. | Matheus Ferraroni Sanches, Maria Vitria R. Oliveira, Oscar J. Ciceri, Lucas Zanco Ladeira, Islene C. Garcia, Nelson L. S. da Fonseca, Leandro A. Villas |
| 2019 | GLOBECOM | Delay Estimation in Fogs Based on Software-Defined Networking. | Daniela M. Casas-Velasco, William Fernando Villota-Jacome, Nelson L. S. da Fonseca, Oscar Maurcio Caicedo Rendn |
| 2019 | GLOBECOM | Multipath Routing, Spectrum and Core Allocation in Protected SDM Elastic Optical Networks. | Helder M. N. S. Oliveira, Nelson L. S. da Fonseca |
| 2019 | IM | CASH: A Channel Assigner Algorithm for Heterogeneous Devices in Smart Homes. | Francisco R. P. da Ponte, Rafael L. Gomes, Joaquim Celestino Jr., Walisson F. Pereira, Nelson L. S. da Fonseca |
| 2018 | ISCC | Dynamic Bandwidth Allocation with Multi-ONU Customer Support for Ethernet Passive Optical Networks. | Oscar J. Ciceri, Carlos A. Astudillo, Nelson L. S. da Fonseca |
| 2018 | ISCC | Energy-Efficient Fragmentation-Avoidance Uplink Packet Scheduler for SC-FDMA-Based Systems. | H. S. Fernando Pereira, Carlos A. Astudillo, Nelson L. S. da Fonseca |
| 2018 | ISCC | Wireless Channel Assignment in Smart Home. | Francisco R. P. da Ponte, Kilvia L. A. de Almeida, Rafael L. Gomes, Joaquim Celestino Jr., Walisson F. Pereira, Nelson L. S. da Fonseca |
| 2017 | GLOBECOM | Routing, Spectrum, Core and Modulation Level Assignment Algorithm for Protected SDM Optical Networks. | Helder M. N. S. Oliveira, Nelson L. S. da Fonseca |
| 2017 | VTC | Impact of Preamble-Priority-Aware Downlink Control Signaling Scheduling on LTE/LTE-A Network Performance. | Carlos A. Astudillo, Tiago P. C. de Andrade, Nelson L. S. da Fonseca |
| 2016 | GLOBECOM | Algorithm for Protection of Space Division Multiplexing Elastic Optical Networks. | Helder M. N. S. Oliveira, Nelson L. S. da Fonseca |
| 2016 | GLOBECOM | Maximum Achievable Energy Efficiency of TXOP Power Save Mode in IEEE 802.11ac WLANs. | Ral Palacios-Trujillo, Jesus Alonso-Zarate, Nelson L. S. da Fonseca, Fabrizio Granelli |
| 2016 | GLOBECOM | Multiple Reverse Direction Transmissions in IEEE 802.11 Wireless Local Area Networks. | Ral Palacios-Trujillo, Jesus Alonso-Zarate, Nelson L. S. da Fonseca, Fabrizio Granelli |
| 2016 | GLOBECOM | Energy-Aware Migration of Groups of Virtual Machines in Distributed Data Centers. | Rodrigo A. C. da Silva, Nelson L. S. da Fonseca |
| 2015 | GLOBECOM | Comparison of Network Protection in Three-Layer IP/MPLS-over-OTN-over-DWDM Networks. | Helder M. N. S. Oliveira, Iyad A. Katib, Nelson L. S. da Fonseca, Deep Medhi |
| 2015 | GLOBECOM | Network Coding and Duty Cycling in IEEE 802.11 Wireless Networks with Bidirectional Transmissions and Sleeping Periods. | Ral Palacios-Trujillo, Jesus Alonso-Zarate, Fabrizio Granelli, Frank H. P. Fitzek, Nelson L. S. da Fonseca |
| 2014 | GLOBECOM | Refining the estimation of the available bandwidth in inter-cloud links for task scheduling. | Thiago A. L. Genez, Luiz F. Bittencourt, Nelson L. S. da Fonseca, Edmundo Roberto Mauro Madeira |
| 2014 | GLOBECOM | Traffic grooming of batches of deadline-driven requests in elastic optical networks. | Pedro M. Moura, Nelson L. S. da Fonseca, Rafael Augusto Scaraficci |
| 2014 | GLOBECOM | Algorithm for FIPP p-cycle path protection in flexgrid networks. | Helder M. N. S. Oliveira, Nelson L. S. da Fonseca |
| 2014 | GLOBECOM | Energy-aware de-allocation of lightpaths in WDM networks. | Juliana de Santi, Nelson L. S. da Fonseca |
| 2014 | ISCC | An efficient and robust protocol to disseminate data in highway environments with different traffic conditions. | Leandro A. Villas, Tiago P. C. de Andrade, Nelson L. S. da Fonseca |
| 2014 | WCNC | LTE scheduler for LTE/TDM-EPON integrated networks. | Carlos A. Astudillo, Nelson L. S. da Fonseca, Juliana Freitag Borin |
| 2013 | GLOBECOM | LTE time-domain uplink scheduler for QoS provisioning. | Carlos A. Astudillo, Juliana Freitag Borin, Nelson L. S. da Fonseca |
| 2013 | GLOBECOM | Dynamic energy-aware multipath grooming. | Juliana de Santi, Nelson L. S. da Fonseca |
| 2012 | GLOBECOM | Impact of communication uncertainties on workflow scheduling in hybrid clouds. | Luiz F. Bittencourt, Edmundo R. M. Madeira, Nelson L. S. da Fonseca |
| 2012 | GLOBECOM | A robust WiMAX scheduler for EPON-WiMAX networks. | Mariana P. Dias, Nelson L. S. da Fonseca |
| 2012 | GLOBECOM | On path selection and wavelength assignment in inter-domain lightpath provisioning. | Alisson S. L. Pontes, Nelson L. S. da Fonseca, Andr C. Drummond |
| 2010 | GLOBECOM | Admission Control Policies for Revenue and Utility Maximization in IEEE 802.16 Networks. | Juliana Freitag Borin, Nelson L. S. da Fonseca |
| 2010 | GLOBECOM | Scheduling Grid Applications on Clouds. | Cesar G. Chaves, Daniel M. Batista, Nelson L. S. da Fonseca |
| 2010 | GLOBECOM | Identifying Relevant Cross-Layer Interactions in Cognitive Processes. | Christian Facchini, Fabrizio Granelli, Nelson L. S. da Fonseca |
| 2010 | GLOBECOM | Optimization of the Use of Radio Resource of Radio-Over-Fiber Access Networks. | Pedro Henrique Gomes, Nelson L. S. da Fonseca, Omar Carvalho Branquinho |
| 2010 | GLOBECOM | Cross-Layer Uplink Scheduler for the IEEE 802.16 Standard. | Flavio A. Kubota, Juliana Freitag Borin, Nelson L. S. da Fonseca |
| 2010 | GLOBECOM | A Cognitive Approach for Cross-Layer Performance Management. | Neumar Malheiros, Dzmitry Kliazovich, Fabrizio Granelli, Edmundo Roberto Mauro Madeira, Nelson L. S. da Fonseca |
| 2010 | GLOBECOM | A Channel Switching Scheme for IPTV Systems. | Daniel Antonio Garcia Manzato, Nelson L. S. da Fonseca |
| 2010 | GLOBECOM | Load Balancing for Holding-Time-Aware Dynamic Traffic Grooming. | Juliana de Santi, Andr C. Drummond, Nelson L. S. da Fonseca, Admela Jukan |
| 2009 | GLOBECOM | A Multipath Routing Mechanism in Optical Networks with Extremely High Bandwidth Requests. | Xiaomin Chen, Admela Jukan, Andr C. Drummond, Nelson L. S. da Fonseca |
| 2009 | GLOBECOM | Fair and Efficient Dynamic Traffic Grooming Algorithm for WDM Mesh Networks. | Andr C. Drummond, Nelson L. S. da Fonseca |
| 2009 | GLOBECOM | An Optimal Batch Scheduling Algorithm for OBS Networks. | Gustavo B. Figueiredo, Eduardo C. Xavier, Nelson L. S. da Fonseca |
| 2009 | GLOBECOM | Cognitive Information Service: Basic Principles and Implementation of a Cognitive Inter-Node Protocol Optimization Scheme. | Dzmitry Kliazovich, Fabrizio Granelli, Nelson L. S. da Fonseca, Radoslaw Piesiewicz |
| 2009 | GLOBECOM | Receiver-Driven Queue Management for Achieving RTT-Fairness in Wi-Fi Networks. | Dzmitry Kliazovich, Pedro Henrique Gomes, Fabrizio Granelli, Nelson L. S. da Fonseca |
| 2008 | GLOBECOM | The Least Reusable Channel Burst Scheduling Discipline. | Gustavo B. Figueiredo, Nelson L. S. da Fonseca |
| 2008 | GLOBECOM | Identification of the Cut-off Scale of OBS Ingress Traffic. | Gustavo B. Figueiredo, Nelson L. S. da Fonseca, Cesar A. V. Melo |
| 2008 | SAC | Scheduling grid tasks under uncertain demands. | Daniel M. Batista, Andr C. Drummond, Nelson L. S. da Fonseca |
| 2007 | GLOBECOM | An Optimal AQM Controller for the DiffServ Architecture. | Leonardo R. Augusto, Nelson L. S. da Fonseca, Michele Mara de Araujo Espindula Lima |
| 2007 | GLOBECOM | Uplink Scheduling with Quality of Service in IEEE 802.16 Networks. | Juliana Freitag Borin, Nelson L. S. da Fonseca |
| 2007 | GLOBECOM | A Fair Scheduling Discipline for Ethernet Passive Optical Networks. | Flvio de Melo Pereira, Nelson L. S. da Fonseca, Dalton Soares Arantes |
| 2007 | PIMRC | WiMAX Module for the ns-2 Simulator. | Juliana Freitag Borin, Nelson L. S. da Fonseca |
| 2007 | SAC | A set of schedulers for grid networks. | Daniel M. Batista, Nelson L. S. da Fonseca, Flvio Keidi Miyazawa |
| 2006 | GLOBECOM | An Incentive Mechanism for Peer-to-Peer Networks with Live Streaming. | Daniel Antonio Garcia Manzato, Nelson L. S. da Fonseca |
| 2006 | GLOBECOM | Promoting Fairness Among TCP Connections in Optical Packet-Switched Rings. | Marcelo M. Uesono, Nelson L. S. da Fonseca, Marcos Rogrio Salvador |
| 2006 | GLOBECOM | Periodic Broadcasting Protocols for Clients with Bandwidth Limitation. | Rogerio M. Zafalao, Nelson L. S. da Fonseca |
| 2005 | GLOBECOM | A near-optimum admission control for multiservice networks. | Cesar A. V. Melo, Nelson L. S. da Fonseca |
| 2005 | GLOBECOM | A packet ring fairness protocol and its impact on TCP fairness. | Marcos Rogrio Salvador, Marcelo M. Uesono, Nelson L. S. da Fonseca |
| 2004 | GLOBECOM | Design objectives of optimal active queue management controllers. | Michele M. de A. Espndula Lima, Nelson L. S. da Fonseca, Jos Claudio Geromel |
| 2002 | GLOBECOM | A procedure for resource allocation in switchlet networks. | Nelson L. S. da Fonseca, Antnio P. Castro Jr., Alexandre T. Rios |
| 2001 | GLOBECOM | Role of download time as a key in Web cache management policies. | Nelson L. S. da Fonseca, Rodrigo M. Oliveira |
| 2001 | GLOBECOM | Channel allocation in true video-on-demand systems. | Nelson L. S. da Fonseca, Hana K. Rubinsztejn |
| 2000 | GLOBECOM | Integrating batching and piggybacking in video servers. | Nelson L. S. da Fonseca, Roberto De A. Faanha |
| 2000 | GLOBECOM | Statistical multiplexing of self-similar sources. | Nelson L. S. da Fonseca, Cesar A. V. Neto, Gilberto S. Mayor |