Leandro A. Villas

180 papers A 6B 18C 21Misc 4Journal 57Unranked 74

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Prediction Technique for Federated Learning. IEEE Trans. Emerg. Top. Comput. Cláudio Gustavo S. Capanema, Allan Mariano de Souza, Joahannes B. D. da Costa, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro
2025	J	`jnl`	Beyond Shortest Path: Agentic Vehicular Routing with Semantic Context. CoRR Carnot Braun, Rafael O. Jarczewski, Gabriel U. Talasso, Leandro A. Villas, Allan Mariano de Souza
2025	J	`jnl`	Clear data, clear roads: Imputing missing data for enhanced intersection flow of connected autonomous vehicles. J. Netw. Comput. Appl. Marcus Freire, Adriano H. O. Maia, Gustavo B. Figueiredo, Cássio V. S. Prazeres, Wellington Lobato Jr., Leandro A. Villas, Christoph Sommer, Maycon L. M. Peixoto
2025	J	`jnl`	Empowering Client Selection with Local Knowledge Distillation for Efficient Federated Learning in Non-IID Data. J. Internet Serv. Appl. Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Júlio Cesar dos Reis
2025	C	`conf`	Exploring Communication Efficient Methods for Homomorphic Encryption Federated Learning. ISCC Yuri Dimitre de Faria, Leandro A. Villas, Allan Mariano de Souza
2025	—	`conf`	Leveraging LLM Reflection to Improve Small Language Model Agents' Capabilities. IJCCI (1) Aissa Hadj Mohamed, Leandro A. Villas, Júlio Cesar dos Reis
2025	—	`conf`	Memory Approaches for LLM-Based Agents: A Comparative Study of in-Context and Episodic Architectures. IJCCI (1) Frances Albert Santos, Leandro A. Villas, Júlio Cesar dos Reis
2025	A	`conf`	Non-IID-Aware Multi-Model Federated Learning. MSWiM Cláudio Gustavo S. Capanema, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro
2025	Misc	`conf`	Participation is Power: Effective Approach to Dynamic Federated Learning. UCC Rafael de Oliveira Jarczewski, Eduardo Cerqueira, Luiz Fernando Bittencourt, Antonio A. F. Loureiro, Leandro A. Villas, Allan Mariano de Souza
2024	—	`conf`	A Modular Plugin for Concept Drift in Federated Learning. DCOSS-IoT Cláudio Gustavo S. Capanema, Joahannes B. D. da Costa, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro
2024	J	`jnl`	Adaptive Client Selection with Personalization for Communication Efficient Federated Learning. CoRR Allan Mariano de Souza, Filipe Maciel, Joahannes B. D. da Costa, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2024	—	`conf`	Adaptive Fit Fraction Based on Model Performance Evolution in Federated Learning. FiCloud Filipe Maciel, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Allan Mariano de Souza, Leandro A. Villas, Luiz F. Bittencourt
2024	J	`jnl`	Adaptive client selection with personalization for communication efficient Federated Learning. Ad Hoc Networks Allan Mariano de Souza, Filipe Maciel, Joahannes B. D. da Costa, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2024	—	`conf`	COOP: A Cooperative Optimization and Offloading Algorithm for UAV-Assisted Networks. NFV-SDN Carlos Rocha, Lucas Pacheco, Lucas Bastos, Luiz F. Bittencourt, Leandro A. Villas, Denis Rosário, Eduardo Cerqueira
2024	C	`conf`	Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in non-IID Data. ISCC Aissa Hadj Mohamed, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis, Allan Mariano de Souza
2024	—	`conf`	EcoPredict: Assessing Distributed Machine Learning Methods for Predicting Urban Emissions. VTC Fall Carnot Braun, Joahannes B. D. da Costa, Leandro A. Villas, Allan Mariano de Souza
2024	Misc	`conf`	Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach. UCC Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Júlio Cesar dos Reis
2024	—	`conf`	FedSCCS: Hierarchical Clustering with Multiple Models for Federated Learning. ICC Gabriel U. Talasso, Allan Mariano de Souza, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2024	J	`jnl`	Federated learning energy saving through client selection. Pervasive Mob. Comput. Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas, Torsten Braun
2024	C	`conf`	Let's Federate - Effective Communication Strategy for Dynamic Client Participation. ICMLA Rafael O. Jarczewski, Eduardo Cerqueira, Luiz F. Bittencourt, Antonio A. F. Loureiro, Leandro A. Villas, Allan Mariano de Souza
2024	—	`conf`	REAL-UP: Urban Perceptions From LBSNs Helping Moving Real-Estate Market to the Next Level. WWW (Companion Volume) Frances Albert Santos, Thiago H. Silva, Leandro A. Villas
2024	—	`conf`	Tremor Detection in Parkinson's Disease from Wearable Data: A Comparative Study of Centralized Learning versus Federated Learning. DCOSS-IoT Jhon Jorge, Judy C. Guevara, Daniel L. Guidoni, Heitor S. Ramos, Leandro A. Villas, Nelson L. S. da Fonseca
2023	—	`conf`	Assessing the Potential of Electric Mobility in Reducing Vehicular Greenhouse Gas Emissions. DCOSS-IoT João M. G. Duarte, Kenny Assuncao, Leandro A. Villas, Torsten Braun
2023	Misc	`conf`	CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. UCC Aissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis
2023	—	`conf`	Compressed Client Selection for Efficient Communication in Federated Learning. CCNC Aissa Hadj Mohamed, Nícolas R. G. Assumpçáo, Carlos A. Astudillo, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas
2023	—	`conf`	Computing seismic attributes with deep-learning models. SBAC-PADW Nícolas Hecker, Otávio O. Napoli, Carlos A. Astudillo, João Paulo Navarro, Alan Souza, Daniel Miranda, Leandro A. Villas, Edson Borin
2023	—	`conf`	Differential Privacy: Exploring Federated Learning Privacy Issue to Improve Mobility Quality. LATINCOM Gabriel L. Gomes, Felipe D. da Cunha, Leandro A. Villas
2023	—	`conf`	Dispositivos, Eu Escolho Vocês: Seleção de Clientes Adaptativa para Comunicação Eficiente em Aprendizado Federado. SBRC Allan Mariano de Souza, Luiz F. Bittencourt, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2023	—	`conf`	FedPredict: Combining Global and Local Parameters in the Prediction Step of Federated Learning. DCOSS-IoT Cláudio Gustavo S. Capanema, Allan Mariano de Souza, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro
2023	J	`jnl`	FogJam: A Fog Service for Detecting Traffic Congestion in a Continuous Data Stream VANET. Ad Hoc Networks Maycon L. M. Peixoto, Edson Mota, Adriano H. O. Maia, Wellington Lobato, Mohammad A. Salahuddin, Raouf Boutaba, Leandro A. Villas
2023	J	`jnl`	HARMONIC: Shapley values in market games for resource allocation in vehicular clouds. Ad Hoc Networks Aguimar Ribeiro Júnior, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Leandro A. Villas, Daniel L. Guidoni, Sandra Sampaio, Rodolfo I. Meneguette
2023	J	`jnl`	Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments. Ad Hoc Networks Joahannes B. D. da Costa, Wellington Lobato, Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Christoph Sommer, Leandro A. Villas
2023	J	`jnl`	Redundancy Mitigation Mechanism for Collective Perception in Connected and Autonomous Vehicles. Future Internet Wellington Lobato, Paulo Mendes, Denis Rosário, Eduardo Cerqueira, Leandro A. Villas
2023	—	`conf`	Resource Aware Client Selection for Federated Learning in IoT Scenarios. DCOSS-IoT Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas
2023	J	`jnl`	Service Provisioning in Edge-Cloud Continuum: Emerging Applications for Mobile Devices. J. Internet Serv. Appl. Diego O. Rodrigues, Allan Mariano de Souza, Torsten Braun, Guilherme Maia, Antonio A. F. Loureiro, Leandro A. Villas
2022	J	`jnl`	AURORA: an autonomous agent-oriented hybrid trading service. Neural Comput. Appl. Renato A. Nobre, Khalil C. do Nascimento, Patrícia A. Vargas, Alan Demétrius Baria Valejo, Gustavo Pessin, Leandro A. Villas, Geraldo P. Rocha Filho
2022	—	`conf`	Alocação de Tarefas em Nuvens Veiculares Utilizando Jogos de Mercado. SBRC Aguimar Ribeiro Júnior, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Leandro A. Villas, Daniel L. Guidoni, Rodolfo I. Meneguette
2022	Misc	`conf`	Applying Federated Learning in the detection of Freezing of Gait in Parkinson's disease. UCC J. Jorge, Pedro H. Barros, Roberto Sadao Yokoyama, Daniel L. Guidoni, Heitor S. Ramos, Nelson L. S. da Fonseca, Leandro A. Villas
2022	—	`conf`	Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. VTC Fall Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas
2022	J	`jnl`	Enhancing Sensing and Decision-Making of Automated Driving Systems With Multi-Access Edge Computing and Machine Learning. IEEE Intell. Transp. Syst. Mag. Allan Mariano de Souza, Horacio A. B. F. de Oliveira, Zhongliang Zhao, Torsten Braun, Antonio A. F. Loureiro, Leandro A. Villas
2022	—	`conf`	Escalonamento de Tarefas Ciente de Contexto para Computação de Borda Veicular. SBRC Joahannes B. D. da Costa, Allan Mariano de Souza, Rodolfo I. Meneguette, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas
2022	—	`conf`	FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. VTC Fall Wellington Lobato, Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosário, Christoph Sommer, Leandro A. Villas
2022	—	`conf`	MCCD: Generating Human Natural Language Conversational Datasets. ICEIS (2) Matheus Ferraroni Sanches, Jáder M. C. de Sá, Allan Mariano de Souza, Diego A. Silva, Rafael Roque de Souza, Júlio Cesar dos Reis, Leandro A. Villas
2022	—	`conf`	NEMESIS: Mecanismo para Formação de Nuvens Veiculares Baseado em Previsão de Mobilidade. SBRC Joahannes B. D. da Costa, Wellington Lobato Jr., Allan Mariano de Souza, Eduardo Cerqueira, Denis Rosário, Leandro A. Villas
2021	B	`conf`	Airtime Aware Dynamic Network Slicing for Heterogeneous IoT Services in IEEE 802.11ah. WCNC Pedro Paulo Libório, Chan-Tong Lam, Benjamin K. Ng, Daniel L. Guidoni, Marília Curado, Leandro A. Villas
2021	B	`conf`	EFIS - Ecological Fuel-consumption Intelligent System. DCOSS Matheus Ferraroni Sanches, Maria Vitória R. Oliveira, Oscar J. Ciceri, Lucas Zanco Ladeira, Islene C. Garcia, Nelson L. S. da Fonseca, Leandro A. Villas
2021	J	`jnl`	Editorial for special issue on selected papers from 23rd edition of the Brazilian Workshop on Network and Service Management (WGRS). Int. J. Netw. Manag. Denis Rosário, Leandro A. Villas
2021	—	`conf`	Protocolos Eficientes para Comunicação V2V em Redes Veiculares de Dados Nomeados. SBRC Companion Lucas Borges Rondon, Geraldo P. Rocha Filho, Leandro A. Villas
2020	J	`jnl`	A fog-enabled smart home solution for decision-making using smart objects. Future Gener. Comput. Syst. Geraldo P. Rocha Filho, Rodolfo I. Meneguette, Guilherme Maia, Gustavo Pessin, Vinícius P. Gonçalves, Li Weigang, Jó Ueyama, Leandro A. Villas
2020	J	`jnl`	An adaptive and Distributed Traffic Management System using Vehicular Ad-hoc Networks. Comput. Commun. Thiago S. Gomides, Robson E. De Grande, Allan Mariano de Souza, Fernanda S. H. Souza, Leandro A. Villas, Daniel L. Guidoni
2020	J	`jnl`	Automatic extraction of urban outdoor perception from geolocated free texts. Soc. Netw. Anal. Min. Frances Albert Santos, Thiago Henrique Silva, Antonio A. F. Loureiro, Leandro A. Villas
2020	—	`conf`	Combinatorial Optimization-based Task Allocation Mechanism for Vehicular Clouds. VTC Spring Joahannes B. D. da Costa, Rodolfo I. Meneguette, Denis do Rosário, Leandro A. Villas
2020	—	`conf`	Degree Centrality-based Caching Discovery Protocol for Vehicular Named-Data Networks. VTC Spring Lucas Borges Rondon, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Denis do Rosário, Leandro A. Villas
2020	J	`jnl`	Enhancing intelligence in traffic management systems to aid in vehicle traffic congestion problems in smart cities. Ad Hoc Networks Geraldo P. Rocha Filho, Rodolfo I. Meneguette, José Rodrigues Torres Neto, Alan Valejo, Li Weigang, Jó Ueyama, Gustavo Pessin, Leandro A. Villas
2020	J	`jnl`	Ensemble mobility predictor based on random forest and Markovian property using LBSN data. J. Internet Serv. Appl. Felipe Araújo, Fábio Araújo, Kássio Machado, Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas
2020	—	`conf`	Exploiting Fog Computing with an Adapted DBSCAN for Traffic Congestion Detection System. VTC Fall Maycon L. M. Peixoto, Edson M. Cruz, Adriano H. O. Maia, Mariese C. A. Santos, Wellington Lobato, Leandro A. Villas
2020	—	`conf`	Fusion on Vehicular Data Space: An Approach to Smart Mobility. SBRC Companion Paulo Henrique Lopes Rettore, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
2020	B	`conf`	PONCHE: Personalized and Context-Aware Vehicle Rerouting Service. CLOUD Lucas Zanco Ladeira, Allan Mariano de Souza, Thiago Henrique Silva, Richard W. Pazzi, Leandro A. Villas
2020	J	`jnl`	Road Data Enrichment Framework Based on Heterogeneous Data Fusion for ITS. IEEE Trans. Intell. Transp. Syst. Paulo H. L. Rettore, Bruno P. Santos, Roberto Rigolin Ferreira Lopes, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
2020	J	`jnl`	Safe and Sound: Driver Safety-Aware Vehicle Re-Routing Based on Spatiotemporal Information. IEEE Trans. Intell. Transp. Syst. Allan Mariano de Souza, Torsten Braun, Leonardo C. Botega, Leandro A. Villas, Antonio A. F. Loureiro
2020	J	`jnl`	Towards a distributed and infrastructure-less vehicular traffic management system. Comput. Commun. Ademar Takeo Akabane, Roger Immich, Luiz F. Bittencourt, Edmundo R. M. Madeira, Leandro A. Villas
2020	J	`jnl`	Towards a distributed and infrastructure-less vehicular traffic management system. CoRR Ademar Takeo Akabane, Roger Immich, Luiz F. Bittencourt, Edmundo R. M. Madeira, Leandro A. Villas
2020	J	`jnl`	Vehicular Traffic Management Based on Traffic Engineering for Vehicular Ad Hoc Networks. IEEE Access Daniel L. Guidoni, Guilherme Maia, Fernanda S. H. Souza, Leandro A. Villas, Antonio A. F. Loureiro
2019	—	`conf`	A Distance and Position-based Caching Discovery Protocol for Vehicular Named-Data Networks. LATINCOM Lucas Borges Rondon, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Leandro A. Villas
2019	—	`conf`	A Virtual Machine Migration Policy Based on Multiple Attribute Decision in Vehicular Cloud Scenario. ICC Rodolfo I. Meneguette, Diego O. Rodrigues, Joahannes B. D. da Costa, Denis do Rosário, Leandro A. Villas
2019	J	`jnl`	An Interest-Based Approach for Reducing Network Contentions in Vehicular Transportation Systems. Sensors Allan Mariano de Souza, Guilherme Maia, Torsten Braun, Leandro A. Villas
2019	J	`jnl`	Better safe than sorry: a vehicular traffic re-routing based on traffic conditions and public safety issues. J. Internet Serv. Appl. Allan Mariano de Souza, Torsten Braun, Leonardo C. Botega, Raquel Cabral, Islene C. Garcia, Leandro A. Villas
2019	J	`jnl`	Computação Urbana da Teoria à Prática: Fundamentos, Aplicações e Desafios. CoRR Diego O. Rodrigues, Frances Albert Santos, Geraldo P. Rocha Filho, Ademar Takeo Akabane, Raquel Cabral, Roger Immich, Wellington Lobato Jr., Felipe D. da Cunha, Daniel L. Guidoni, Thiago Henrique Silva, Denis do Rosário, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2019	J	`jnl`	Efficient data dissemination protocol based on complex networks' metrics for urban vehicular networks. J. Internet Serv. Appl. Joahannes B. D. da Costa, Allan Mariano de Souza, Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas
2019	J	`jnl`	Energy-efficient smart home systems: Infrastructure and decision-making process. Internet Things Geraldo P. R. Filho, Leandro A. Villas, Vinícius P. Gonçalves, Gustavo Pessin, Antonio A. F. Loureiro, Jó Ueyama
2019	J	`jnl`	Exploiting Offloading in IoT-Based Microfog: Experiments with Face Recognition and Fall Detection. Wirel. Commun. Mob. Comput. José Rodrigues Torres Neto, Geraldo P. R. Filho, Leandro Y. Mano, Leandro A. Villas, Jó Ueyama
2019	J	`jnl`	Interpath Contention in MultiPath TCP Disjoint Paths. IEEE/ACM Trans. Netw. Bruno Yuji Lino Kimura, Demetrius C. S. F. Lima, Leandro A. Villas, Antonio A. F. Loureiro
2019	J	`jnl`	MobiVNDN: A distributed framework to support mobility in vehicular named-data networking. Ad Hoc Networks João M. G. Duarte, Torsten Braun, Leandro A. Villas
2019	—	`conf`	Mobility Support in Vehicular Named-Data Networking. SBRC Companion João M. G. Duarte, Torsten Braun, Leandro A. Villas
2019	J	`jnl`	Mobility-aware application protocols. Ad Hoc Networks Bruno Yuji Lino Kimura, Roberto Sadao Yokoyama, Leandro A. Villas, Antonio A. F. Loureiro
2019	B	`conf`	Network Slicing in IEEE 802.11ah. NCA Pedro Paulo Libório, Chan-Tong Lam, Benjamin K. Ng, Daniel L. Guidoni, Marília Curado, Leandro A. Villas
2019	—	`conf`	Optimizing Infrastructure Placement with Genetic Algorithm: A Traffic Management Use Case. LATINCOM Matheus Ferraroni Sanches, Allan Mariano de Souza, Wellington Lobato, Leandro A. Villas
2019	J	`jnl`	Towards a Fog-Enabled Intelligent Transportation System to Reduce Traffic Jam. Sensors Celso A. R. L. Brennand, Geraldo P. Rocha Filho, Guilherme Maia, Felipe D. da Cunha, Daniel L. Guidoni, Leandro A. Villas
2019	J	`jnl`	Vehicular Data Space: The Data Point of View. IEEE Commun. Surv. Tutorials Paulo H. L. Rettore, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
2019	J	`jnl`	Vehicular software-defined networking and fog computing: Integration and design principles. Ad Hoc Networks Jéferson Campos Nobre, Allan Mariano de Souza, Denis do Rosário, Cristiano Both, Leandro A. Villas, Eduardo Cerqueira, Torsten Braun, Mario Gerla
2018	—	`conf`	A Comparative Analysis of DSRC and VLC for Video Dissemination in Platoon of Vehicles. LATINCOM Wellington Lobato Jr., Joahannes Costa, Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas
2018	—	`conf`	A Comparative Analysis of Platoon-Based Driving Protocols for Video Dissemination over VANETs. ICC Workshops Iago Medeiros, Wellington Lobato Jr., Denis do Rosário, Eduardo Cerqueira, Torsten Braun, Leandro A. Villas
2018	J	`jnl`	A Game Theory Approach for Platoon-Based Driving for Multimedia Transmission in VANETs. Wirel. Commun. Mob. Comput. Wellington Lobato Jr., Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas, Mario Gerla
2018	J	`jnl`	A Multi-Pronged Approach to Adaptive and Context Aware Content Dissemination in VANETs. Mob. Networks Appl. João M. G. Duarte, Eirini Kalogeiton, Ridha Soua, Gaetano Manzo, Maria Rita Palattella, Antonio Di Maio, Torsten Braun, Thomas Engel, Leandro A. Villas, Gianluca Antonio Rizzo
2018	—	`conf`	Autenticação Comportamental de Motoristas em Redes Veiculares. SBRC Paulo H. L. Rettore, André B. Campolina, Artur L. F. Souza, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
2018	J	`jnl`	Combining taxi and social media data to explore urban mobility issues. Comput. Commun. Diego O. Rodrigues, Azzedine Boukerche, Thiago Henrique Silva, Antonio A. F. Loureiro, Leandro A. Villas
2018	—	`conf`	Context-Aware Vehicle Route Recommendation Platform: Exploring Open and Crowdsourced Data. ICC Frances Albert Santos, Diego O. Rodrigues, Thiago Henrique Silva, Antonio A. F. Loureiro, Richard W. Pazzi, Leandro A. Villas
2018	J	`jnl`	Cooperative UAV Scheme for Enhancing Video Transmission and Global Network Energy Efficiency. Sensors Pedro Cumino, Wellington Lobato Jr., Thais Tavares, Hugo Santos, Denis do Rosário, Eduardo Cerqueira, Leandro A. Villas, Mario Gerla
2018	C	`conf`	Data Dissemination Based on Complex Networks' Metrics for Distributed Traffic Management Systems. ISCC Joahannes Costa, Denis do Rosário, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira
2018	J	`jnl`	Distributed Egocentric Betweenness Measure as a Vehicle Selection Mechanism in VANETs: A Performance Evaluation Study. Sensors Ademar Takeo Akabane, Roger Immich, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas
2018	C	`conf`	Driver Authentication in VANETs based on Intra-Vehicular Sensor Data. ISCC Paulo H. L. Rettore, Andre B. Campolina, Artur L. F. Souza, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
2018	B	`conf`	FnS: Enhancing Traffic Mobility and Public Safety based on a Hybrid Transportation System. DCOSS Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas
2018	—	`conf`	Hybrid Context-Aware Multimodal Routing. ITSC Diego O. Rodrigues, João T. Fernandes, Marília Curado, Leandro A. Villas
2018	—	`conf`	Identificação da Reputação de Áreas Urbanas Externas com Dados de Mídias Sociais. SBRC Frances Albert Santos, Thiago Henrique Silva, Antonio A. F. Loureiro, Azzedine Boukerche, Leandro A. Villas
2018	J	`jnl`	Improved continuous enhancement routing solution for energy-aware data aggregation in wireless sensor networks. Int. J. Distributed Sens. Networks Edson Ticona Zegarra, Rafael C. S. Schouery, Leandro A. Villas, Flávio Keidi Miyazawa
2018	—	`conf`	Internet of Things for Environmental Monitoring Based on Radio Over Fiber. RTSI Carlos A. Astudillo, Tiago P. C. de Andrade, Eduardo S. Gama, Luiz F. Bittencourt, Leandro A. Villas, Edmundo R. M. Madeira, Nelson L. S. da Fonseca
2018	C	`conf`	MOMMA: A Flexible Architecture Based on Fog Computing for Mobility Management. ISCC Edivaldo P. Valentini, Douglas D. Lieira, Luis Hideo Vasconcelos Nakamura, Leandro A. Villas, Rodolfo I. Meneguette
2018	—	`conf`	Optical and wireless network convergence in 5G systems - an experimental approach. CAMAD Paulo Marques, Alexandre Pereira do Carmo, Valerio Frascolla, Carlos F. M. Silva, Emanuel D. R. Sena, Raphael Braga, Joao F. N. Pinheiro, Carlos A. Astudillo, Tiago P. C. de Andrade, Eduardo S. Gama, Luiz F. Bittencourt, Leandro A. Villas, Edmundo R. M. Madeira, Nelson L. S. da Fonseca, Cristiano Both, Gabriel Lando, Matias Artur Klafke Schimuneck, Juliano Araújo Wickboldt, Ana P. V. Trevisan, Rafael de Jesus Martins, Raquel Frizera Vassallo, Felippe Mendonça de Queiroz, Rodolfo Picoreti, Roberta L. Gomes, Cristina K. Dominicini, Victor M. Garcia Martinez, Rafael S. Guimarães, Rodolfo da Silva Villaça, Magnos Martinello, Moisés R. N. Ribeiro, Daniel F. Macedo, Vinicius F. e Silva, Julio C. T. Guimaraes, Carlos Colman Meixner, Reza Nejabati, Dimitra Simeonidou, Yi Zhang, Frank Slyne, Pedro Alvarez, Diarmuid Collins, Marco Ruffini, Luiz A. DaSilva, Johann M. Márquez-Barja
2018	—	`conf`	Por Aqui é Mais Seguro: Melhorando a Mobilidade e a Segurança nas Vias Urbanas. SBRC Allan Mariano de Souza, Leonardo C. Botega, Islene Calciolari Garcia, Leandro A. Villas
2018	—	`conf`	Protocolo para Disseminação de Dados em VANETs baseado em Métricas de Redes Complexas: Um Estudo de Caso com Sistema de Gerenciamento de Trânsito. SBRC Joahannes Costa, Denis Rosário, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira
2018	J	`jnl`	Protocols for Wireless Sensors Networks Connected by Radio-Over-Fiber Links. IEEE Syst. J. Tiago P. C. de Andrade, Nelson L. S. da Fonseca, Leandro A. Villas, Omar Carvalho Branquinho
2018	J	`jnl`	ResiDI: Towards a smarter smart home system for decision-making using wireless sensors and actuators. Comput. Networks Geraldo P. R. Filho, Leandro A. Villas, Heitor Freitas, Alan Valejo, Daniel L. Guidoni, Jó Ueyama
2018	—	`conf`	Sistema Distribuído para Gerenciamento de Informação e Distribuição de Conhecimento em Redes Veiculares. SBRC Ademar Takeo Akabane, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas
2018	C	`conf`	TRUSTed: A Distributed System for Information Management and Knowledge Distribution in VANETs. ISCC Ademar Takeo Akabane, Roger Immich, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas
2018	—	`conf`	Um Sistema de Controle Neuro-Fog para Infraestruturas Residenciais via Objetos Inteligentes. SBRC Geraldo P. R. Filho, José Rodrigues Torres Neto, Alan Valejo, Rodolfo I. Meneguette, Leandro A. Villas, Jó Ueyama
2018	—	`conf`	iMOB: An Intelligent Urban Mobility Management System Based on Vehicular Social Networks. VNC Ademar Takeo Akabane, Roger Immich, Edmundo R. M. Madeira, Leandro A. Villas
2017	—	`conf`	A Hybrid Solution for 3D Location and Time Synchronization in WSN. MobiWac Cristiano B. Cardoso, Daniel L. Guidoni, Bruno Yuji Lino Kimura, Leandro A. Villas
2017	C	`conf`	A method of eco-driving based on intra-vehicular sensor data. ISCC Paulo H. L. Rettore, Andre B. Campolina, Leandro A. Villas, Antonio A. F. Loureiro
2017	C	`conf`	A novel urban traffic management mechanism based on FOG. ISCC Celso A. R. L. Brennand, Azzedine Boukerche, Rodolfo I. Meneguette, Leandro A. Villas
2017	B	`conf`	APOLO: A Mobility Pattern Analysis Approach to Improve Urban Mobility. GLOBECOM Ademar Takeo Akabane, Rafael L. Gomes, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas
2017	—	`conf`	Addressing the Effects of Low Vehicle Density in Highly Mobile Vehicular Named-Data Networks. DIVANet João M. G. Duarte, Torsten Braun, Leandro A. Villas
2017	B	`conf`	Applying egocentric betweenness measure in vehicular ad hoc networks. NCA Ademar Takeo Akabane, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas
2017	B	`conf`	Centrality-based data dissemination protocol for vehicular ad hoc networks. NCA Joahannes Costa, Wellington Lobato, Allan Mariano de Souza, Denis do Rosário, Leandro A. Villas, Eduardo Cerqueira
2017	C	`conf`	Efficient Encounter-based Event Dissemination Protocol (E-BED) for urban and highway Vehicular Ad Hoc Networks. ISCC Tomo Nikolovski, Richard W. Pazzi, Ademar Takeo Akabane, Leandro A. Villas
2017	—	`conf`	GTE: Um Sistema para Gerenciamento de Trânsito Escalável baseado em Compartilhamento Oportunista. SBRC Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas
2017	—	`conf`	Modeling and Prediction of Vehicle Routes Based on Hidden Markov Model. VTC Fall Ademar Takeo Akabane, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas
2017	J	`jnl`	Performance evaluation of unmanned aerial vehicles in automatic power meter readings. Ad Hoc Networks José Rodrigues Torres Neto, Azzedine Boukerche, Roberto Sadao Yokoyama, Daniel L. Guidoni, Rodolfo I. Meneguette, Jo Ueyama, Leandro A. Villas
2017	B	`conf`	Platoon-Based Driving Protocol Based on Game Theory for Multimedia Transmission over VANET. GLOBECOM Wellington Lobato, Denis do Rosário, Mario Gerla, Leandro A. Villas
2017	C	`conf`	Quality-aware human-driven information fusion model. FUSION Leonardo C. Botega, Valdir A. Pereira, Állan C. M. de Oliveira, Jordan F. Saran, Leandro A. Villas, Regina Borges de Araujo
2017	—	`conf`	Receiver Mobility in Vehicular Named Data Networking. MobiArch João M. G. Duarte, Torsten Braun, Leandro A. Villas
2017	A	`conf`	SMAFramework: Urban Data Integration Framework for Mobility Analysis in Smart Cities. MSWiM Diego O. Rodrigues, Azzedine Boukerche, Thiago Henrique Silva, Antonio A. F. Loureiro, Leandro A. Villas
2017	—	`conf`	Source Mobility in Vehicular Named-Data Networking: An Overview. ADHOCNETS João M. G. Duarte, Torsten Braun, Leandro A. Villas
2017	—	`conf`	Towards a sustainable people-centric sensing. ICC Frances Albert Santos, Thiago Henrique Silva, Torsten Braun, Antonio A. F. Loureiro, Leandro A. Villas
2017	J	`jnl`	Traffic management systems: A classification, review, challenges, and future perspectives. Int. J. Distributed Sens. Networks Allan Mariano de Souza, Celso A. R. L. Brennand, Roberto Sadao Yokoyama, Erick Donato, Edmundo Roberto Mauro Madeira, Leandro A. Villas
2016	B	`conf`	A Continuous Enhancement Routing Solution aware of data aggregation for Wireless Sensor Networks. NCA Edson Ticona Zegarra, Rafael Crivellari Saliba Schouery, Flávio Keidi Miyazawa, Leandro A. Villas
2016	—	`conf`	A Roadside Unit-Based Localization Scheme to Improve Positioning for Vehicular Networks. VTC Fall Frances Albert Santos, Ademar Takeo Akabane, Roberto Sadao Yokoyama, Antonio A. F. Loureiro, Leandro A. Villas
2016	C	`conf`	A flow mobility management architecture based on proxy mobile IPv6 for vehicular networks. ISCC Rodolfo I. Meneguette, Azzedine Boukerche, Daniel L. Guidoni, Robson Eduardo De Grande, Antonio A. F. Loureiro, Leandro A. Villas
2016	—	`conf`	A geodesic dead reckoning solution for vehicular networks. LATINCOM Pedro P. L. L. do Nascimento, Richard W. Pazzi, Daniel L. Guidoni, Leandro A. Villas
2016	—	`conf`	CARRO: A context-awareness protocol for data dissemination in urban and highway scenarios. LATINCOM Ademar Takeo Akabane, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas
2016	B	`conf`	Characterizing GPS outages: Geodesic Dead Reckoning solution for VANETs and ITS. NCA Pedro P. L. L. do Nascimento, Richard W. Pazzi, Daniel L. Guidoni, Leandro A. Villas
2016	C	`conf`	FOX: A traffic management system of computer-based vehicles FOG. ISCC Celso A. R. L. Brennand, Felipe Domingos da Cunha, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2016	—	`conf`	Identifying Relationships in Vehicular Sensor Data: A Case Study and Characterization. DIVANet Paulo H. L. Rettore, Andre B. Campolina, Leandro A. Villas, Antonio A. F. Loureiro
2016	—	`conf`	SDN Coordination for CCN and FC Content Dissemination in VANETs. ADHOCNETS Ridha Soua, Eirini Kalogeiton, Gaetano Manzo, João M. G. Duarte, Maria Rita Palattella, Antonio Di Maio, Torsten Braun, Thomas Engel, Leandro A. Villas, Gianluca Rizzo
2016	—	`conf`	SPARTAN: A Solution to Prevent Traffic Jam with Real-Time Alert and Re-Routing for Smart City. VTC Fall Allan Mariano de Souza, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas
2016	—	`conf`	Towards intra-vehicular sensor data fusion. ITSC Paulo H. L. Rettore, Bruno P. Santos, Andre B. Campolina, Leandro A. Villas, Antonio A. F. Loureiro
2015	J	`jnl`	A rate control video dissemination solution for extremely dynamic vehicular ad hoc networks. Perform. Evaluation Guilherme Maia, Leandro A. Villas, Aline Carneiro Viana, André L. L. de Aquino, Azzedine Boukerche, Antonio A. F. Loureiro
2015	—	`conf`	Ad hoc vehicular: Exploratory evaluation of a vehicular ad hoc network in Urban and highway settings. NTMS Claudio Correa, Jo Ueyama, Rodolfo I. Meneguette, Leandro A. Villas, Geraldo P. R. Filho
2015	B	`conf`	An Energy-Aware System for Decision-Making in a Residential Infrastructure Using Wireless Sensors and Actuators. NCA Geraldo P. R. Filho, Jo Ueyama, Bruno S. Faiçal, Gustavo Pessin, Claudio M. de Farias, Richard W. Pazzi, Daniel L. Guidoni, Leandro A. Villas
2015	J	`jnl`	An energy efficient joint localization and synchronization solution for wireless sensor networks using unmanned aerial vehicle. Wirel. Networks Leandro A. Villas, Daniel L. Guidoni, Guilherme Maia, Richard W. Pazzi, Jó Ueyama, Antonio A. F. Loureiro
2015	C	`conf`	An intelligent transportation system for detection and control of congested roads in urban centers. ISCC Celso A. R. L. Brennand, Allan Mariano de Souza, Guilherme Maia, Azzedine Boukerche, Heitor S. Ramos, Antonio A. F. Loureiro, Leandro A. Villas
2015	C	`conf`	Enhancing intelligence in inter-vehicle communications to detect and reduce congestion in urban centers. ISCC Rodolfo I. Meneguette, Geraldo P. R. Filho, Luiz F. Bittencourt, Jo Ueyama, Bhaskar Krishnamachari, Leandro A. Villas
2015	—	`conf`	Impact of desynchronization problem in 1609.4/WAVE multi-channel operation. NTMS Erick Donato, Edmundo R. M. Madeira, Leandro A. Villas
2015	—	`conf`	Indoor patient monitoring through Wi-Fi and mobile computing. NTMS João M. G. Duarte, Eduardo Cerqueira, Leandro A. Villas
2015	—	`conf`	Measuring Distances with RSSI from Vehicular Short-Range Communications. CIT/IUCC/DASC/PICom Roberto Sadao Yokoyama, Bruno Yuji Lino Kimura, Leandro A. Villas, Edson dos Santos Moreira
2015	—	`conf`	Minimizing traffic jams in urban Centers using vehicular ad hoc networks. NTMS Allan Mariano de Souza, Roberto Sadao Yokoyama, Guilherme Maia, Antonio Alfredo Ferreira Loureiro, Leandro A. Villas
2015	C	`conf`	PResync: A method for preventing resynchronization in the IEEE 802.11p standard. ISCC Erick Donato, Guilherme Maia, João M. G. Duarte, Antonio A. F. Loureiro, Edmundo Roberto Mauro Madeira, Leandro A. Villas
2015	—	`conf`	ResiDI: An Intelligent Decision Platform for Residential Infrastructure Using Wireless Sensors and Actuators. SBRC Geraldo P. R. Filho, Jo Ueyama, Bruno S. Faiçal, Daniel L. Guidoni, Leandro A. Villas
2014	B	`conf`	A New Solution to Perform Automatic Meter Reading Using Unmanned Aerial Vehicle. NCA José Rodrigues Torres Neto, Daniel Ludovico Guidoni, Leandro A. Villas
2014	—	`conf`	A New Solution to Perform Data Dissemination in Vehicular Networks. SBRC Rodolfo I. Meneguette, Guilherme Maia, Edmundo R. M. Madeira, Alex R. Pinto, Antonio A. F. Loureiro, Leandro A. Villas
2014	—	`conf`	A self-adaptive data dissemination solution for intelligent transportation systems. PE-WASUN Rodolfo Ipolito Meneguette, Azzedine Boukerche, Guilherme Maia, Antonio A. F. Loureiro, Leandro A. Villas
2014	J	`jnl`	A spatial correlation aware algorithm to perform efficient data collection in wireless sensor networks. Ad Hoc Networks Leandro A. Villas, Azzedine Boukerche, Horacio A. B. F. de Oliveira, Regina Borges de Araujo, Antonio A. F. Loureiro
2014	B	`conf`	ADD: A Data Dissemination Solution for Highly Dynamic Highway Environments. NCA Allan Mariano de Souza, Guilherme Maia, Leandro A. Villas
2014	—	`conf`	An Energy Consumption Aware Solution for the 3D Localization and Synchronization Problems in WSNs. SBRC Cristiano B. Cardoso, Daniel Ludovico Guidoni, Guilherme Maia, Jo Ueyama, Antonio A. F. Loureiro, Leandro A. Villas
2014	C	`conf`	An efficient and robust protocol to disseminate data in highway environments with different traffic conditions. ISCC Leandro A. Villas, Tiago P. C. de Andrade, Nelson L. S. da Fonseca
2014	C	`conf`	Autonomic data dissemination in highway Vehicular Ad Hoc Networks with diverse traffic conditions. ISCC Rodolfo I. Meneguette, Guilherme Maia, Edmundo R. M. Madeira, Antonio A. F. Loureiro, Leandro A. Villas
2014	J	`jnl`	Cloud-assisted Computing for Event-driven Mobile Services. Mob. Networks Appl. Azzedine Boukerche, Antonio A. F. Loureiro, Eduardo Freire Nakamura, Horacio A. B. F. de Oliveira, Heitor S. Ramos, Leandro A. Villas
2014	J	`jnl`	Exploiting the use of unmanned aerial vehicles to provide resilience in wireless sensor networks. IEEE Commun. Mag. Jo Ueyama, Heitor Freitas, Bruno S. Faiçal, Geraldo P. R. Filho, Pedro H. Fini, Gustavo Pessin, Pedro Henrique Gomes, Leandro A. Villas
2014	—	`conf`	Medium access control protocol for Hybrid Radio-over-Fiber Wireless Sensors Networks. Wireless Days Tiago P. C. de Andrade, Leandro A. Villas, Nelson L. S. da Fonseca
2014	J	`jnl`	NodePM: A Remote Monitoring Alert System for Energy Consumption Using Probabilistic Techniques. Sensors Geraldo P. R. Filho, Jó Ueyama, Leandro A. Villas, Alex R. Pinto, Vinícius Pereira Gonçalves, Gustavo Pessin, Richard W. Pazzi, Torsten Braun
2014	A	`conf`	Socially inspired data dissemination for vehicular ad hoc networks. MSWiM Felipe D. da Cunha, Guilherme Maia, Aline Carneiro Viana, Raquel A. F. Mini, Leandro A. Villas, Antonio Alfredo Ferreira Loureiro
2014	J	`jnl`	The use of unmanned aerial vehicles and wireless sensor networks for spraying pesticides. J. Syst. Archit. Bruno S. Faiçal, Fausto G. Costa, Gustavo Pessin, Jó Ueyama, Heitor Freitas, Alexandre Colombo, Pedro H. Fini, Leandro A. Villas, Fernando Santos Osório, Patrícia A. Vargas, Torsten Braun
2014	C	`conf`	Topological routing for Heterogeneous Wireless Sensor Networks. ISCC Daniel L. Guidoni, Fernanda S. H. Souza, Jo Ueyama, Leandro A. Villas
2013	B	`conf`	3D Localization in Wireless Sensor Networks Using Unmanned Aerial Vehicle. NCA Leandro A. Villas, Daniel L. Guidoni, Jo Ueyama
2013	B	`conf`	A joint 3D localization and synchronization solution for Wireless Sensor Networks using UAV. LCN Leandro A. Villas, Azzedine Boukerche, Daniel L. Guidoni, Guilherme Maia, Antonio A. F. Loureiro
2013	—	`conf`	A new solution for the time-space localization problem in wireless sensor network using UAV. DIVANet Azzedine Boukerche, Leandro A. Villas, Daniel L. Guidoni, Guilherme Maia, Felipe D. da Cunha, Jo Ueyama, Antonio A. F. Loureiro
2013	J	`jnl`	An energy-aware spatio-temporal correlation mechanism to perform efficient data collection in wireless sensor networks. Comput. Commun. Leandro A. Villas, Azzedine Boukerche, Daniel L. Guidoni, Horacio A. B. F. de Oliveira, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro
2013	J	`jnl`	DRINA: A Lightweight and Reliable Routing Approach for In-Network Aggregation in Wireless Sensor Networks. IEEE Trans. Computers Leandro A. Villas, Azzedine Boukerche, Heitor S. Ramos, Horacio A. B. F. de Oliveira, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro
2013	C	`conf`	Data dissemination in urban Vehicular Ad hoc Networks with diverse traffic conditions. ISCC Guilherme Maia, Leandro A. Villas, Azzedine Boukerche, Aline Carneiro Viana, André L. L. de Aquino, Antonio A. F. Loureiro
2013	—	`conf`	Dual-mode optimum distance routing scheme for vehicular ad hoc networks. DIVANet Yaser K. Matar, Leandro A. Villas, Richard W. Pazzi
2013	—	`conf`	Network partition-aware geographical data dissemination. ICC Leandro A. Villas, Azzedine Boukerche, Regina Borges de Araujo, Antonio A. F. Loureiro, Jo Ueyama
2013	A	`conf`	Traffic aware video dissemination over vehicular ad hoc networks. MSWiM Guilherme Maia, Cristiano G. Rezende, Leandro A. Villas, Azzedine Boukerche, Aline Carneiro Viana, André L. L. de Aquino, Antonio Alfredo Ferreira Loureiro
2012	C	`conf`	A framework based on small world features to design HSNs topologies with QoS. ISCC Daniel L. Guidoni, Azzedine Boukerche, Leandro A. Villas, Fernanda S. H. Souza, Raquel A. F. Mini, Antonio Alfredo Ferreira Loureiro
2012	—	`conf`	A small world approach for scalable and resilient position estimation algorithms for wireless sensor networks. MOBIWAC Daniel L. Guidoni, Azzedine Boukerche, Leandro A. Villas, Fernanda S. H. Souza, Horacio A. B. F. de Oliveira, Antonio Alfredo Ferreira Loureiro
2012	—	`conf`	An efficient and robust data dissemination protocol for vehicular ad hoc networks. PE-WASUN Leandro A. Villas, Heitor S. Ramos, Azzedine Boukerche, Daniel L. Guidoni, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro
2011	B	`conf`	A tree-based approach to design Heterogeneous Sensor Networks based on small world concepts. LCN Daniel L. Guidoni, Azzedine Boukerche, Leandro A. Villas, Raquel A. F. Mini, Antonio Alfredo Ferreira Loureiro
2011	B	`conf`	An energy-aware spatial correlation mechanism to perform efficient data collection in WSNs. LCN Leandro A. Villas, Azzedine Boukerche, Daniel L. Guidoni, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro
2011	—	`conf`	Dynamic and Scalable Routing to Perform Efficient Data Aggregation in WSNs. ICC Leandro A. Villas, Daniel L. Guidoni, Azzedine Boukerche, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro
2010	A	`conf`	A scalable and dynamic data aggregation aware routing protocol for wireless sensor networks. MSWiM Leandro A. Villas, Daniel L. Guidoni, Regina Borges de Araujo, Azzedine Boukerche, Antonio Alfredo Ferreira Loureiro
2009	J	`jnl`	A reactive role assignment for data routing in event-based wireless sensor networks. Comput. Networks Eduardo Freire Nakamura, Heitor S. Ramos, Leandro A. Villas, Horacio A. B. F. de Oliveira, André L. L. de Aquino, Antonio Alfredo Ferreira Loureiro
2009	A	`conf`	A reliable and data aggregation aware routing protocol for wireless sensor networks. MSWiM Leandro A. Villas, Azzedine Boukerche, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro