Leandro A. Villas
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
71
Venues
15
Active years
2009–2025
Best venue rank
A*
Where they publish
Papers
71 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IJCCI | Leveraging LLM Reflection to Improve Small Language Model Agents' Capabilities. | Aissa Hadj Mohamed, Leandro A. Villas, Jlio Cesar dos Reis |
| 2025 | IJCCI | Memory Approaches for LLM-Based Agents: A Comparative Study of in-Context and Episodic Architectures. | Frances Albert Santos, Leandro A. Villas, Jlio Cesar dos Reis |
| 2025 | ISCC | Exploring Communication Efficient Methods for Homomorphic Encryption Federated Learning. | Yuri Dimitre de Faria, Leandro A. Villas, Allan Mariano de Souza |
| 2025 | MSWIM | Non-IID-Aware Multi-Model Federated Learning. | Cludio Gustavo S. Capanema, Fabrcio A. Silva, Leandro A. Villas, Antonio A. F. Loureiro |
| 2025 | UCC | Participation is Power: Effective Approach to Dynamic Federated Learning. | Rafael de Oliveira Jarczewski, Eduardo Cerqueira, Luiz Fernando Bittencourt, Antonio A. F. Loureiro, Leandro A. Villas, Allan Mariano de Souza |
| 2024 | DCOSS | A Modular Plugin for Concept Drift in Federated Learning. | Cludio Gustavo S. Capanema, Joahannes B. D. da Costa, Fabrcio A. Silva, Leandro A. Villas, Antonio A. F. Loureiro |
| 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 | ICMLA | Let's Federate - Effective Communication Strategy for Dynamic Client Participation. | Rafael O. Jarczewski, Eduardo Cerqueira, Luiz F. Bittencourt, Antonio A. F. Loureiro, Leandro A. Villas, Allan Mariano de Souza |
| 2024 | ISCC | Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in non-IID Data. | Aissa Hadj Mohamed, Joahannes B. D. da Costa, Leandro A. Villas, Jlio Cesar dos Reis, Allan Mariano de Souza |
| 2024 | VTC | EcoPredict: Assessing Distributed Machine Learning Methods for Predicting Urban Emissions. | Carnot Braun, Joahannes B. D. da Costa, Leandro A. Villas, Allan Mariano de Souza |
| 2024 | WWW | REAL-UP: Urban Perceptions From LBSNs Helping Moving Real-Estate Market to the Next Level. | Frances Albert Santos, Thiago H. Silva, Leandro A. Villas |
| 2024 | UCC | Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach. | Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas, Jlio Cesar dos Reis |
| 2023 | DCOSS | FedPredict: Combining Global and Local Parameters in the Prediction Step of Federated Learning. | Cludio Gustavo S. Capanema, Allan Mariano de Souza, Fabrcio A. Silva, Leandro A. Villas, Antonio A. F. Loureiro |
| 2023 | DCOSS | Assessing the Potential of Electric Mobility in Reducing Vehicular Greenhouse Gas Emissions. | Joo M. G. Duarte, Kenny Assuncao, Leandro A. Villas, Torsten Braun |
| 2023 | DCOSS | Resource Aware Client Selection for Federated Learning in IoT Scenarios. | Filipe Maciel, Allan Mariano de Souza, Luiz F. Bittencourt, Leandro A. Villas |
| 2023 | SBAC-PAD | Computing seismic attributes with deep-learning models. | Ncolas Hecker, Otvio O. Napoli, Carlos A. Astudillo, Joo Paulo Navarro, Alan Souza, Daniel Miranda, Leandro A. Villas, Edson Borin |
| 2023 | UCC | CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. | Aissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Jlio Cesar dos Reis |
| 2022 | VTC | Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. | Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosrio, Christoph Sommer, Leandro A. Villas |
| 2022 | VTC | FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. | Wellington Lobato, Joahannes B. D. da Costa, Allan Mariano de Souza, Denis Rosrio, Christoph Sommer, Leandro A. Villas |
| 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 |
| 2021 | WCNC | Airtime Aware Dynamic Network Slicing for Heterogeneous IoT Services in IEEE 802.11ah. | Pedro Paulo Librio, Chan-Tong Lam, Benjamin K. Ng, Daniel L. Guidoni, Marlia Curado, Leandro A. Villas |
| 2020 | VTC | Combinatorial Optimization-based Task Allocation Mechanism for Vehicular Clouds. | Joahannes B. D. da Costa, Rodolfo I. Meneguette, Denis do Rosrio, Leandro A. Villas |
| 2020 | VTC | Exploiting Fog Computing with an Adapted DBSCAN for Traffic Congestion Detection System. | Maycon L. M. Peixoto, Edson M. Cruz, Adriano H. O. Maia, Mariese C. A. Santos, Wellington Lobato, Leandro A. Villas |
| 2020 | VTC | Degree Centrality-based Caching Discovery Protocol for Vehicular Named-Data Networks. | Lucas Borges Rondon, Joahannes B. D. da Costa, Geraldo P. Rocha Filho, Denis do Rosrio, Leandro A. Villas |
| 2019 | NCA | Network Slicing in IEEE 802.11ah. | Pedro Paulo Librio, Chan-Tong Lam, Benjamin K. Ng, Daniel L. Guidoni, Marlia Curado, Leandro A. Villas |
| 2018 | DCOSS | FnS: Enhancing Traffic Mobility and Public Safety based on a Hybrid Transportation System. | Allan Mariano de Souza, Leonardo C. Botega, Leandro A. Villas |
| 2018 | ISCC | TRUSTed: A Distributed System for Information Management and Knowledge Distribution in VANETs. | Ademar Takeo Akabane, Roger Immich, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas |
| 2018 | ISCC | Data Dissemination Based on Complex Networks' Metrics for Distributed Traffic Management Systems. | Joahannes Costa, Denis do Rosrio, Allan Mariano de Souza, Leandro A. Villas, Eduardo Cerqueira |
| 2018 | ISCC | Driver Authentication in VANETs based on Intra-Vehicular Sensor Data. | Paulo H. L. Rettore, Andre B. Campolina, Artur L. F. Souza, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro |
| 2018 | ISCC | MOMMA: A Flexible Architecture Based on Fog Computing for Mobility Management. | Edivaldo P. Valentini, Douglas D. Lieira, Luis Hideo Vasconcelos Nakamura, Leandro A. Villas, Rodolfo I. Meneguette |
| 2017 | FUSION | Quality-aware human-driven information fusion model. | Leonardo C. Botega, Valdir A. Pereira, llan C. M. de Oliveira, Jordan F. Saran, Leandro A. Villas, Regina Borges de Araujo |
| 2017 | GLOBECOM | APOLO: A Mobility Pattern Analysis Approach to Improve Urban Mobility. | Ademar Takeo Akabane, Rafael L. Gomes, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas |
| 2017 | GLOBECOM | Platoon-Based Driving Protocol Based on Game Theory for Multimedia Transmission over VANET. | Wellington Lobato, Denis do Rosrio, Mario Gerla, Leandro A. Villas |
| 2017 | ISCC | A novel urban traffic management mechanism based on FOG. | Celso A. R. L. Brennand, Azzedine Boukerche, Rodolfo I. Meneguette, Leandro A. Villas |
| 2017 | ISCC | Efficient Encounter-based Event Dissemination Protocol (E-BED) for urban and highway Vehicular Ad Hoc Networks. | Tomo Nikolovski, Richard W. Pazzi, Ademar Takeo Akabane, Leandro A. Villas |
| 2017 | ISCC | A method of eco-driving based on intra-vehicular sensor data. | Paulo H. L. Rettore, Andre B. Campolina, Leandro A. Villas, Antonio A. F. Loureiro |
| 2017 | MSWIM | Addressing the Effects of Low Vehicle Density in Highly Mobile Vehicular Named-Data Networks. | Joo M. G. Duarte, Torsten Braun, Leandro A. Villas |
| 2017 | MSWIM | SMAFramework: Urban Data Integration Framework for Mobility Analysis in Smart Cities. | Diego O. Rodrigues, Azzedine Boukerche, Thiago Henrique Silva, Antonio A. F. Loureiro, Leandro A. Villas |
| 2017 | NCA | Applying egocentric betweenness measure in vehicular ad hoc networks. | Ademar Takeo Akabane, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas |
| 2017 | NCA | Centrality-based data dissemination protocol for vehicular ad hoc networks. | Joahannes Costa, Wellington Lobato, Allan Mariano de Souza, Denis do Rosrio, Leandro A. Villas, Eduardo Cerqueira |
| 2017 | VTC | Modeling and Prediction of Vehicle Routes Based on Hidden Markov Model. | Ademar Takeo Akabane, Richard W. Pazzi, Edmundo R. M. Madeira, Leandro A. Villas |
| 2017 | SIGCOMM | Receiver Mobility in Vehicular Named Data Networking. | Joo M. G. Duarte, Torsten Braun, Leandro A. Villas |
| 2016 | ISCC | FOX: A traffic management system of computer-based vehicles FOG. | Celso A. R. L. Brennand, Felipe Domingos da Cunha, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas |
| 2016 | ISCC | A flow mobility management architecture based on proxy mobile IPv6 for vehicular networks. | Rodolfo I. Meneguette, Azzedine Boukerche, Daniel L. Guidoni, Robson Eduardo De Grande, Antonio A. F. Loureiro, Leandro A. Villas |
| 2016 | MSWIM | Identifying Relationships in Vehicular Sensor Data: A Case Study and Characterization. | Paulo H. L. Rettore, Andre B. Campolina, Leandro A. Villas, Antonio A. F. Loureiro |
| 2016 | NCA | Characterizing GPS outages: Geodesic Dead Reckoning solution for VANETs and ITS. | Pedro P. L. L. do Nascimento, Richard W. Pazzi, Daniel L. Guidoni, Leandro A. Villas |
| 2016 | NCA | A Continuous Enhancement Routing Solution aware of data aggregation for Wireless Sensor Networks. | Edson Ticona Zegarra, Rafael Crivellari Saliba Schouery, Flvio Keidi Miyazawa, Leandro A. Villas |
| 2016 | VTC | A Roadside Unit-Based Localization Scheme to Improve Positioning for Vehicular Networks. | Frances Albert Santos, Ademar Takeo Akabane, Roberto Sadao Yokoyama, Antonio A. F. Loureiro, Leandro A. Villas |
| 2016 | VTC | SPARTAN: A Solution to Prevent Traffic Jam with Real-Time Alert and Re-Routing for Smart City. | Allan Mariano de Souza, Azzedine Boukerche, Guilherme Maia, Eduardo Cerqueira, Antonio A. F. Loureiro, Leandro A. Villas |
| 2015 | ISCC | An intelligent transportation system for detection and control of congested roads in urban centers. | Celso A. R. L. Brennand, Allan Mariano de Souza, Guilherme Maia, Azzedine Boukerche, Heitor S. Ramos, Antonio A. F. Loureiro, Leandro A. Villas |
| 2015 | ISCC | PResync: A method for preventing resynchronization in the IEEE 802.11p standard. | Erick Donato, Guilherme Maia, Joo M. G. Duarte, Antonio A. F. Loureiro, Edmundo Roberto Mauro Madeira, Leandro A. Villas |
| 2015 | ISCC | Enhancing intelligence in inter-vehicle communications to detect and reduce congestion in urban centers. | Rodolfo I. Meneguette, Geraldo P. R. Filho, Luiz F. Bittencourt, Jo Ueyama, Bhaskar Krishnamachari, Leandro A. Villas |
| 2015 | NCA | An Energy-Aware System for Decision-Making in a Residential Infrastructure Using Wireless Sensors and Actuators. | Geraldo P. R. Filho, Jo Ueyama, Bruno S. Faial, Gustavo Pessin, Claudio M. de Farias, Richard W. Pazzi, Daniel L. Guidoni, Leandro A. Villas |
| 2014 | ISCC | Topological routing for Heterogeneous Wireless Sensor Networks. | Daniel L. Guidoni, Fernanda S. H. Souza, Jo Ueyama, Leandro A. Villas |
| 2014 | ISCC | Autonomic data dissemination in highway Vehicular Ad Hoc Networks with diverse traffic conditions. | Rodolfo I. Meneguette, Guilherme Maia, Edmundo R. M. Madeira, Antonio A. F. Loureiro, Leandro A. Villas |
| 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 | MSWIM | Socially inspired data dissemination for vehicular ad hoc networks. | Felipe D. da Cunha, Guilherme Maia, Aline Carneiro Viana, Raquel A. F. Mini, Leandro A. Villas, Antonio Alfredo Ferreira Loureiro |
| 2014 | NCA | A New Solution to Perform Automatic Meter Reading Using Unmanned Aerial Vehicle. | Jos Rodrigues Torres Neto, Daniel Ludovico Guidoni, Leandro A. Villas |
| 2014 | NCA | ADD: A Data Dissemination Solution for Highly Dynamic Highway Environments. | Allan Mariano de Souza, Guilherme Maia, Leandro A. Villas |
| 2013 | ISCC | Data dissemination in urban Vehicular Ad hoc Networks with diverse traffic conditions. | Guilherme Maia, Leandro A. Villas, Azzedine Boukerche, Aline Carneiro Viana, Andr L. L. de Aquino, Antonio A. F. Loureiro |
| 2013 | LCN | A joint 3D localization and synchronization solution for Wireless Sensor Networks using UAV. | Leandro A. Villas, Azzedine Boukerche, Daniel L. Guidoni, Guilherme Maia, Antonio A. F. Loureiro |
| 2013 | MSWIM | A new solution for the time-space localization problem in wireless sensor network using UAV. | Azzedine Boukerche, Leandro A. Villas, Daniel L. Guidoni, Guilherme Maia, Felipe D. da Cunha, Jo Ueyama, Antonio A. F. Loureiro |
| 2013 | MSWIM | Traffic aware video dissemination over vehicular ad hoc networks. | Guilherme Maia, Cristiano G. Rezende, Leandro A. Villas, Azzedine Boukerche, Aline Carneiro Viana, Andr L. L. de Aquino, Antonio Alfredo Ferreira Loureiro |
| 2013 | MSWIM | Dual-mode optimum distance routing scheme for vehicular ad hoc networks. | Yaser K. Matar, Leandro A. Villas, Richard W. Pazzi |
| 2013 | NCA | 3D Localization in Wireless Sensor Networks Using Unmanned Aerial Vehicle. | Leandro A. Villas, Daniel L. Guidoni, Jo Ueyama |
| 2012 | ISCC | A framework based on small world features to design HSNs topologies with QoS. | Daniel L. Guidoni, Azzedine Boukerche, Leandro A. Villas, Fernanda S. H. Souza, Raquel A. F. Mini, Antonio Alfredo Ferreira Loureiro |
| 2011 | LCN | A tree-based approach to design Heterogeneous Sensor Networks based on small world concepts. | Daniel L. Guidoni, Azzedine Boukerche, Leandro A. Villas, Raquel A. F. Mini, Antonio Alfredo Ferreira Loureiro |
| 2011 | LCN | An energy-aware spatial correlation mechanism to perform efficient data collection in WSNs. | Leandro A. Villas, Azzedine Boukerche, Daniel L. Guidoni, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro |
| 2010 | MSWIM | A scalable and dynamic data aggregation aware routing protocol for wireless sensor networks. | Leandro A. Villas, Daniel L. Guidoni, Regina Borges de Araujo, Azzedine Boukerche, Antonio Alfredo Ferreira Loureiro |
| 2009 | MSWIM | A reliable and data aggregation aware routing protocol for wireless sensor networks. | Leandro A. Villas, Azzedine Boukerche, Regina Borges de Araujo, Antonio Alfredo Ferreira Loureiro |