Leandro Villas

50 papers A 2B 10C 4Journal 13Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fast, Private, and Protected: Safeguarding Data Privacy and Defending Against Model Poisoning Attacks in Federated Learning. CoRR Nícolas Riccieri Gardin Assumpçáo, Leandro Villas
2025	B	`conf`	Personalized federated learning for sedentary behavior classification with heterogeneous feature distributions under adversarial threats. IJCNN Pedro H. Barros, Túlio Polido, Judy C. Guevara, Leandro Villas, Daniel L. Guidoni, Nelson L. S. da Fonseca, Heitor S. Ramos
2024	J	`jnl`	A Novel Federated Meta-Learning Approach for Discriminating Sedentary Behavior From Wearable Data. IEEE Internet Things J. Pedro H. Barros, Judy C. Guevara, Leandro Villas, Daniel L. Guidoni, Nelson L. S. da Fonseca, Heitor S. Ramos
2024	C	`conf`	Fast, Private, and Protected: Safeguarding Data Privacy and Defending Against Model Poisoning Attacks in Federated Learning. ISCC Nícolas Riccieri Gardin Assumpçáo, Leandro Villas
2024	B	`conf`	Hierarchical federated learning based on ordinal patterns for detecting sedentary behavior. IJCNN Pedro H. Barros, Judy C. Guevara, Leandro Villas, Daniel L. Guidoni, Nelson L. S. da Fonseca, Heitor S. Ramos
2024	C	`conf`	Partial Training Mechanism to Handle the Impact of Stragglers in Federated Learning with Heterogeneous Clients. ISCC Bruno S. Martins, Allan Mariano de Souza, Denis Rosário, Carlos A. Astudillo, Eduardo Cerqueira, Leandro Villas
2024	—	`conf`	Resilience-Aware Quarantine Selection Mechanism for Federated Learning Environments. CloudNet Rafael Veiga, Renan Morais, Lucas Bastos, Leandro Villas, Denis Rosário, Eduardo Cerqueira
2023	—	`conf`	A Federated Learning Approach for Continuous User Identification. WF-IoT Rafael Veiga, Rodrigo Flexa, Lucas Bastos, Iago Medeiros, Denis Rosário, Eduardo Cerqueira, Sherali Zeadally, Leandro Villas
2023	—	`conf`	Improving Fairness and Performance in Resource Usage for Vehicular Edge Computing. VTC Fall Joahannes B. D. da Costa, Allan Mariano de Souza, Wellington Lobato, Denis Rosário, Christoph Sommer, Leandro Villas
2023	J	`jnl`	Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing. IEEE Trans. Intell. Transp. Syst. Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo I. Meneguette, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro Villas
2023	B	`conf`	Mobility-aware Latency-constrained Data Placement in SDN-enabled Edge Networks. NOMS Diego O. Rodrigues, Torsten Braun, Guilherme Maia, Leandro Villas
2022	B	`conf`	Mobility-aware Software-Defined Service-Centric Networking. ICCCN Diego O. Rodrigues, Torsten Braun, Guilherme Maia, Leandro Villas
2022	—	`conf`	NEO-NDA: Neo Natural Language Data Augmentation. ICSC Lucas Zanco Ladeira, Frances Albert Santos, Lucas Cléopas, Pieter Buteneers, Leandro Villas
2022	—	`ed.`	Proceedings of the 40th Brazilian Symposium on Computer Networks and Distributed Systems, SBRC 2022, Fortaleza, CE, Brazil, May 23-27, 2022 SBRC Leandro Villas, Flávia Coimbra Delicato
2021	B	`conf`	Distributed User-centric Service Migration for Edge-Enabled Networks. IM Lucas Pacheco, Denis do Rosário, Eduardo Cerqueira, Leandro Villas, Torsten Braun, Antonio A. F. Loureiro
2021	—	`conf`	Forecasting Citywide Crowd Flows with Unbalanced Human Mobility Distributions. MobiWac Aissa Hadj Mohamed, Júlio Cesar dos Reis, Leandro Villas
2021	—	`conf`	Mecanismo Eficiente de Localização Cooperativa para Veículos Autônomos Conectados. SBRC Wellington Lobato Jr., Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Leandro Villas
2021	B	`conf`	Reinforcement Learning-designed LSTM for Trajectory and Traffic Flow Prediction. WCNC Mostafa Karimzadeh, Ryan Aebi, Allan Mariano de Souza, Zhongliang Zhao, Torsten Braun, Susana Sargento, Leandro Villas
2021	—	`conf`	Roteamento e Alocação de Recursos com Mecanismo de Resiliência Ciente da Prioridade de Tráfego. SBRC Rafael S. Lopes, Denis Rosário, Eduardo Cerqueira, Leandro Villas, Helder M. N. S. Oliveira
2021	B	`conf`	Towards SDN-enabled RACH-less Make-before-break Handover in C-V2X Scenarios. WiMob Diego O. Rodrigues, Torsten Braun, Guilherme Maia, Leandro Villas
2020	—	`conf`	A Cache Strategy for Intelligent Transportation System to Connected Autonomous Vehicles. VTC Fall Wellington Lobato, Allan Mariano de Souza, Maycon L. M. Peixoto, Denis do Rosário, Leandro Villas
2020	J	`jnl`	Automatic Extraction of Urban Outdoor Perception from Geolocated Free-Texts. CoRR Frances Albert Santos, Thiago Henrique Silva, Antonio A. F. Loureiro, Leandro Villas
2020	J	`jnl`	RELIABLE: Resource Allocation Mechanism for 5G Network using Mobile Edge Computing. Sensors Rickson Simioni Pereira, Douglas D. Lieira, Marco A. C. da Silva, Adinovam Henriques de Macedo Pimenta, Joahannes B. D. da Costa, Denis do Rosário, Leandro Villas, Rodolfo I. Meneguette
2020	C	`conf`	Service Migration for Connected Autonomous Vehicles. ISCC Lucas Pacheco, Helder M. N. S. Oliveira, Denis do Rosário, Eduardo Cerqueira, Leandro Villas, Torsten Braun
2020	J	`jnl`	Skipping-based handover algorithm for video distribution over ultra-dense VANET. Comput. Networks Allan Costa, Lucas Pacheco, Denis do Rosário, Leandro Villas, Antonio A. F. Loureiro, Susana Sargento, Eduardo Cerqueira
2019	—	`conf`	A Hybrid Energy-Aware Video Bitrate Adaptation Algorithm for Mobile Networks. WONS Fábio Araújo, Denis do Rosário, Eduardo Cerqueira, Leandro Villas
2019	—	`conf`	Aplicando Redes Sociais Veiculares para Aprimorar o Gerenciamento da Mobilidade Urbana. SBRC Ademar Takeo Akabane, Roger Immich, Edmundo R. M. Madeira, Leandro Villas
2019	J	`jnl`	Cooperative Localization Improvement Using Distance Information in Vehicular Ad Hoc Networks. Sensors Felipe Leite Lobo, Danilo Carvalho Grael, Horacio A. B. F. de Oliveira, Leandro Villas, Abdulaziz Almehmadi, Khalil El-Khatib
2019	B	`conf`	FIRE-NRD: A Fully-Distributed and Vanets-Based Traffic Management System for Next Road Decision. DCOSS Thiago S. Gomides, Massilon L. Fernandes, Fernanda Sumika Hojo de Souza, Leandro Villas, Daniel L. Guidoni
2019	—	`conf`	Multi-tier Edge-to-Cloud Architecture for Adaptive Video Delivery. FiCloud Roger Immich, Leandro Villas, Luiz F. Bittencourt, Edmundo R. M. Madeira
2019	—	`conf`	SMAFramework: Arcabouço para Integração de Dados Urbanos Cientes da Correlação Espaço-Temporal. SBRC Companion Diego O. Rodrigues, Leandro Villas
2019	—	`conf`	Serviço de Detecção e Enriquecimento de Eventos Rodoviários Baseado em Fusão de Dados Heterogêneos para VANETs. SBRC Paulo Henrique Lopes Rettore, Igor Araújo, Guilherme Maia, Leandro Villas, Antonio Alfredo Ferreira Loureiro
2019	—	`conf`	Serviço de Sugestão de Rotas Seguras para Veículos. SBRC Lucas Zanco Ladeira, Allan Mariano de Souza, Geraldo P. R. Filho, Thiago Henrique Silva, Leandro Villas
2019	—	`conf`	TEMMUS: A Mobility Predictor based on Temporal Markov Model with User Similarity. SBRC Felipe Araújo, Denis Lima do Rosário, Kássio Machado, Eduardo Coelho Cerqueira, Leandro Villas
2019	J	`jnl`	Urban Computing Leveraging Location-Based Social Network Data: A Survey. ACM Comput. Surv. Thiago Henrique Silva, Aline Carneiro Viana, Fabrício Benevenuto, Leandro Villas, Juliana F. S. Salles, Antonio A. F. Loureiro, Daniele Quercia
2018	J	`jnl`	A novel self-adaptive content delivery protocol for vehicular networks. Ad Hoc Networks Rodolfo I. Meneguette, Azzedine Boukerche, Fabrício A. Silva, Leandro Villas, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro
2018	—	`conf`	Efficient Context-Aware Vehicular Traffic Re-Routing Based on Pareto-Optimality: A Safe-Fast Use Case. ITSC Allan Mariano de Souza, Torsten Braun, Leandro Villas
2018	—	`conf`	Itssafe: An Intelligent Transportation System for Improving Safety and Traffic Efficiency. VTC Spring Allan Mariano de Souza, Lehilton L. C. Pedrosa, Leonardo C. Botega, Leandro Villas
2018	J	`jnl`	The Internet of Things, Fog and Cloud Continuum: Integration and Challenges. CoRR Luiz F. Bittencourt, Roger Immich, Rizos Sakellariou, Nelson L. S. da Fonseca, Edmundo R. M. Madeira, Marília Curado, Leandro Villas, Luiz da Silva, Craig A. Lee, Omer F. Rana
2018	J	`jnl`	The Internet of Things, Fog and Cloud continuum: Integration and challenges. Internet Things Luiz F. Bittencourt, Roger Immich, Rizos Sakellariou, Nelson L. S. da Fonseca, Edmundo R. M. Madeira, Marília Curado, Leandro Villas, Luiz A. DaSilva, Craig A. Lee, Omer F. Rana
2018	—	`conf`	Uso de Dados de Mídias Sociais para Desenvolvimento de Metodologia de Posicionamento de Táxis. SBRC Diego O. Rodrigues, Thiago Henrique Silva, Marília Curado, Antonio A. F. Loureiro, Leandro Villas
2018	—	`ch.`	Vehicular Networks to Intelligent Transportation Systems. Emerging Wireless Communication and Network Technologies Felipe D. da Cunha, Guilherme Maia, Heitor S. Ramos, Bruno P. Santos, Clayson Celes, André B. Campolina, Paulo H. L. Rettore, Daniel L. Guidoni, Fernanda Sumika H. Souza, Leandro Villas, Raquel A. F. Mini, Antonio Alfredo Ferreira Loureiro
2017	—	`conf`	A fully-distributed advanced traffic management system based on opportunistic content sharing. ICC Allan Mariano de Souza, Nelson L. S. da Fonseca, Leandro Villas
2016	J	`jnl`	Data communication in VANETs: Protocols, applications and challenges. Ad Hoc Networks Felipe D. da Cunha, Leandro Villas, Azzedine Boukerche, Guilherme Maia, Aline Carneiro Viana, Raquel A. F. Mini, Antonio A. F. Loureiro
2011	A	`conf`	Time-space correlation for real-time, accurate, and energy-aware data reporting in wireless sensor networks. MSWiM Leandro Villas, Azzedine Boukerche, Daniel L. Guidoni, Horacio A. B. F. de Oliveira, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro
2010	C	`conf`	Highly Dynamic Routing Protocol for data aggregation in sensor networks. ISCC Leandro Villas, Azzedine Boukerche, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro
2007	B	`conf`	A Novel QoS Based Routing Protocol for Wireless Actor and Sensor Networks. GLOBECOM Azzedine Boukerche, Regina Borges de Araujo, Leandro Villas
2007	A	`conf`	Optimal route selection for highly dynamic wireless sensor and actor networks environment. MSWiM Azzedine Boukerche, Regina Borges de Araujo, Leandro Villas
2007	J	`jnl`	Wireless sensor and actor networks context interpretation for the emergency preparedness class of applications. Comput. Commun. Azzedine Boukerche, Regina Borges de Araujo, Fernando H. S. Silva, Leandro Villas
2006	B	`conf`	A Wireless Actor and Sensor Networks QoS-Aware Routing Protocol for the Emergency Preparedness Class of Applications. LCN Azzedine Boukerche, Regina Borges de Araujo, Leandro Villas