Fabrício A. Silva

According to our database, Fabrício A. Silva authored at least 62 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CANCEL: A feature engineering method for churn prediction in a privacy-preserving context.

Gabriel T. P. Coimbra, Victor Hugo R. Santos, Pedro A. Maia, Letícia O. Silva, Rayanne P. Souza, Fabrício A. Silva, Thais R. M. Braga Silva

J. Internet Serv. Appl., 2024

Protect your data and I'll rank its utility: A framework for utility analysis of anonymized mobility data for smart city applications.

Ekler Paulino de Mattos, Augusto C. S. A. Domingues, Fabrício A. Silva, Heitor S. Ramos, Antonio A. F. Loureiro

Ad Hoc Networks, 2024

A Modular Plugin for Concept Drift in Federated Learning.

Cláudio Gustavo S. Capanema, Joahannes B. D. da Costa, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023

Slicing who slices: Anonymization quality evaluation on deployment, privacy, and utility in mix-zones.

Ekler Paulino de Mattos, Augusto C. S. A. Domingues, Fabrício A. Silva, Heitor S. Ramos, Antonio A. F. Loureiro

Comput. Networks, November, 2023

User-centered analysis of a safe bus routing strategy.

João Marcos A. M. Ramos, Vinícius G. J. Almeida, Henrique S. Santana, Thais R. M. Braga Silva, Fabrício A. Silva

J. Internet Serv. Appl., January, 2023

Combining recurrent and Graph Neural Networks to predict the next place's category.

Cláudio Gustavo S. Capanema, Guilherme S. de Oliveira, Fabrício A. Silva, Thais Regina de Moura Braga Silva, Antonio A. F. Loureiro

Ad Hoc Networks, 2023

Protect your Data and I'll Show Its Utility: A Practical View about Mix-zones Impacts on Mobility Data for Smart City Applications.

Ekler Paulino de Mattos, Augusto C. S. A. Domingues, Fabrício A. Silva, Heitor S. Ramos, Antonio A. F. Loureiro

Proceedings of the Int'l ACM Symposium on Performance Evaluation of Wireless Ad Hoc, 2023

Extracting Mobile User Profile using Easy-to-obtain and Less Invasive Data.

Leonardo J. A. S. Figueiredo, Raissa P. P. S. Figueiredo, Germano B. dos Santos, Fabrício A. Silva, Thais R. M. Braga Silva, Antonio A. F. Loureiro

Proceedings of the Int'l ACM Symposium on Performance Evaluation of Wireless Ad Hoc, 2023

FedPredict: Combining Global and Local Parameters in the Prediction Step of Federated Learning.

Cláudio Gustavo S. Capanema, Allan Mariano de Souza, Fabrício A. Silva, Leandro A. Villas, Antonio A. F. Loureiro

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

2022

Investigating the impact of demographic and device information in the recommendation of mobile applications.

Raissa P. P. M. Souza, Leonardo J. A. S. Figueiredo, Mateus P. Silva, Fabrício A. Silva, Thais R. M. Braga Silva, Antonio Alfredo Ferreira Loureiro

J. Internet Serv. Appl., 2022

SocialRoute: A low-cost opportunistic routing strategy based on social contacts.

Augusto C. S. A. Domingues, Henrique de Souza Santana, Fabrício A. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro

Ad Hoc Networks, 2022

Se for, vá na paz: Construindo Rotas Seguras para Veículos Coletivos Urbanos.

Vinícius G. J. Almeida, Thais R. M. Braga Silva, Fabrício A. Silva

Proceedings of the 40th Brazilian Symposium on Computer Networks and Distributed Systems, 2022

Behind the Mix-Zones Scenes: On the Evaluation of the Anonymization Quality.

Ekler Paulino de Mattos, Augusto C. S. A. Domingues, Fabrício A. Silva, Heitor S. Ramos, Antonio A. F. Loureiro

Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, 2022

2021

DCluster: Geospatial Analytics with PoI Identification.

Cláudio Gustavo S. Capanema, Fabrício A. Silva, Thais R. M. Braga Silva, Antonio A. F. Loureiro

J. Inf. Data Manag., 2021

A Big Data-Driven Hybrid Solution to the Indoor-Outdoor Detection Problem.

Raissa P. P. M. Souza, Leonardo J. A. dos Santos, Gabriel T. P. Coimbra, Fabrício A. Silva, Thais R. M. Braga Silva

Big Data Res., 2021

Mobile Application Recommendation based on Demographic and Device Information.

Raissa P. P. M. Souza, Gabriel T. P. Coimbra, Leonardo J. A. S. Figueiredo, Fabrício A. Silva, Thais R. M. Braga Silva

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

SocialRoute: Roteamento Oportunístico de Baixo Custo baseado em Contatos Sociais.

Augusto C. S. A. Domingues, Henrique de Souza Santana, Fabrício A. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro

Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

Detecção de Pontos de Interesse e Predição de Próximo Local de Visita de Usuários Móveis com Base em Dados Esparsos.

Cláudio Gustavo S. Capanema, Fabrício A. Silva

Proceedings of the Companion Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

Social Mix-zones: Anonymizing Personal Information on Contact Tracing Data.

Augusto C. S. A. Domingues, Ekler Paulino de Mattos, Fabrício A. Silva, Heitor S. Ramos, Antonio A. F. Loureiro

Proceedings of the PE-WASUN '21: Proceedings of the 18th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks, Alicante, Spain, November 22, 2021

POI-RGNN: Using Recurrent and Graph Neural Networks to Predict the Category of the Next Point of Interest.

Cláudio Gustavo S. Capanema, Fabrício A. Silva, Thais R. M. Braga Silva, Antonio A. F. Loureiro

Proceedings of the PE-WASUN '21: Proceedings of the 18th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks, Alicante, Spain, November 22, 2021

MoreData: A Geospatial Data Enrichment Framework.

Leonardo J. A. S. Figueiredo, Germano B. dos Santos, Raissa P. P. M. Souza, Fabrício A. Silva, Thais R. M. Braga Silva

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

A Workflow to Detect Traffic Events Using Multiple Algorithms and Data Sources.

Alexandra S. Pereira, Thais R. M. Braga Silva, Fabrício A. Silva, Luiz H. A. Correia, Antonio A. F. Loureiro

Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2020

MFA-RNN: Uma Rede Neural Recorrente para Predição de Próximo Local de Visita com Base em Dados Esparsos.

Cláudio Gustavo S. Capanema, Fabrício A. Silva, Thais Regina de Moura Braga Silva

Proceedings of the XXXVIII Brazilian Symposium on Computer Networks and Distributed Systems, 2020

2019

Information-Driven Software-Defined Vehicular Networks: Adapting Flexible Architecture to Various Scenarios.

Fabrício A. Silva, Azzedine Boukerche, Thais R. M. Braga Silva, Eduardo Cerqueira, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

IEEE Veh. Technol. Mag., 2019

Route Selection and Trajectory Filling in Mobility Traces.

Augusto C. S. A. Domingues, Antonio A. F. Loureiro, Fabrício A. Silva

Proceedings of the Companion Proceedings of the 37th Brazilian Symposium on Computer Networks and Distributed Systems, 2019

Identificação e Classificação de Pontos de Interesse Individuais com Base em Dados Esparsos.

Cláudio Gustavo S. Capanema, Fabrício A. Silva, Thais R. M. Braga Silva

Proceedings of the XXXVII Brazilian Symposium on Computer Networks and Distributed Systems, 2019

Are We Still Friends? Evaluating Tie Persistence in Mobility Traces.

Augusto C. S. A. Domingues, Henrique de Souza Santana, Fabrício A. Silva, Pedro O. S. Vaz de Melo, Antonio A. F. Loureiro

Proceedings of the 17th ACM International Symposium on Mobility Management and Wireless Access, 2019

On the Analysis of Users' Behavior Based on Mobile Phone Apps.

Augusto C. S. A. Domingues, Fabrício A. Silva, Antonio A. F. Loureiro

Proceedings of the 17th ACM International Symposium on Mobility Management and Wireless Access, 2019

APPEL: Uma extensão do Kepler para enriquecimento de dados geoespaciais.

Gabriel T. P. Coimbra, Cláudio Gustavo S. Capanema, Fabrício A. Silva, Thais R. M. Braga Silva

Proceedings of the XX Brazilian Symposium on Geoinformatics, 2019

2018

Discovering Mobile Application Usage Patterns from a Large-Scale Dataset.

Fabrício A. Silva, Augusto C. S. A. Domingues, Thais R. M. Braga Silva

ACM Trans. Knowl. Discov. Data, 2018

A novel self-adaptive content delivery protocol for vehicular networks.

Rodolfo Ipolito Meneguette, Azzedine Boukerche, Fabrício A. Silva, Leandro Villas, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

Ad Hoc Networks, 2018

Perfil de Uso de Aplicativos Móveis: Caracterização e Aplicações.

Augusto C. S. A. Domingues, Fabrício A. Silva, Thais Regina M. Braga Silva, Antonio A. F. Loureiro

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

Space and Time Matter: An Analysis About Route Selection in Mobility Traces.

Augusto C. S. A. Domingues, Fabrício A. Silva, Antonio A. F. Loureiro

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Utilizando Dados Georeferenciados Para o Tratamento do Problema Indoor-Outdoor Detection.

Raissa P. P. M. Souza, Fabrício A. Silva, Thais Regina M. Braga Silva

Proceedings of the XIX Brazilian Symposium on Geoinformatics, 2018

2017

Designing mobile content delivery networks for the internet of vehicles.

Cristiano M. Silva, Fabrício A. Silva, João F. M. Sarubbi, Thiago Rodrigues de Oliveira, Wagner Meira Jr., José Marcos S. Nogueira

Veh. Commun., 2017

Improving VANET Simulation with Calibrated Vehicular Mobility Traces.

Clayson Celes, Fabrício A. Silva, Azzedine Boukerche, Rossana Maria de Castro Andrade, Antonio A. F. Loureiro

IEEE Trans. Mob. Comput., 2017

Understanding Mobile Application Usage During the 2014 FIFA World Cup.

Augusto C. S. A. Domingues, Fabrício A. Silva, Thais Regina M. Braga Silva, Luis G. A. Diniz

Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Traffic Event Detection Using Online Social Networks.

Alexandra S. Pereira, Thais R. M. Braga Silva, Fabrício A. Silva, Antonio A. F. Loureiro

Proceedings of the 13th International Conference on Distributed Computing in Sensor Systems, 2017

2016

Vehicular Networks: A New Challenge for Content-Delivery-Based Applications.

Fabrício A. Silva, Azzedine Boukerche, Thais R. M. Braga Silva, Linnyer Beatrys Ruiz, Eduardo Cerqueira, Antonio A. F. Loureiro

ACM Comput. Surv., 2016

Geo-localized content availability in VANETs.

Fabrício A. Silva, Azzedine Boukerche, Thais R. M. Braga Silva, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

Ad Hoc Networks, 2016

DOCS4V: Design and evaluation of a distributed and offline traffic monitoring system based on collaborative data.

Thales T. de Almeida, José Geraldo Ribeiro Júnior, Christopher J. Gull, Fabrício A. Silva, José Augusto Miranda Nacif

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Communication analysis of real vehicular calibrated traces.

Felipe D. da Cunha, Fabrício A. Silva, Clayson Celes, Guilherme Maia, Linnyer Beatrys Ruiz, Rossana Maria de Castro Andrade, Raquel A. F. Mini, Azzedine Boukerche, Antonio A. F. Loureiro

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015

ODCRep: Origin-Destination-Based Content Replication for Vehicular Networks.

Fabrício A. Silva, Azzedine Boukerche, Thais R. M. Braga Silva, Fabrício Benevenuto, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

IEEE Trans. Veh. Technol., 2015

A novel macroscopic mobility model for vehicular networks.

Fabrício A. Silva, Azzedine Boukerche, Thais R. M. Braga Silva, Linnyer Beatrys Ruiz, Antonio Alfredo Ferreira Loureiro

Comput. Networks, 2015

Filling the Gaps of Vehicular Mobility Traces.

Fabrício A. Silva, Clayson Celes, Azzedine Boukerche, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

Proceedings of the 18th ACM International Conference on Modeling, 2015

Content Replication in Mobile Vehicular Ad-Hoc Networks.

Fabrício A. Silva, Antonio A. F. Loureiro

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Geo-localized content replication for Vehicular Ad-hoc Networks.

Fabrício A. Silva, Azzedine Boukerche, Thais R. M. Braga Silva, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

2014

Content replication and delivery in vehicular networks.

Fabrício A. Silva, Azzedine Boukerche, Thais Regina M. Braga Silva, Linnyer Beatrys Ruiz, Eduardo Cerqueira, Antonio A. F. Loureiro

Proceedings of the fourth ACM international symposium on Development and analysis of intelligent vehicular networks and applications, 2014

Improving Information Dissemination in Vehicular Networks by Selecting Appropriate Disseminators.

Fabrício A. Silva, Thais R. M. Braga Silva, Fabrício Benevenuto, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

Dynamic Bandwidth Distribution for Entertainment Vehicular Networks Applications.

Ronan Dutra Mendonça, Thais R. M. Braga Silva, Fabrício A. Silva, Linnyer Beatrys Ruiz, Antonio Alfredo Ferreira Loureiro

Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

2013

On the Improvement of Vehicular Macroscopic Mobility Models.

Fabrício A. Silva, Thais R. M. Braga Silva, Raphael Vicente, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

Proceedings of the 78th IEEE Vehicular Technology Conference, 2013

ConProVA: A Smart Context Provisioning Middleware for VANET Applications.

Fabrício A. Silva, Thais R. M. Braga Silva, Linnyer Beatrys Ruiz, Antonio A. F. Loureiro

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

2011

CReMe: a Dynamic and Flexible Conflict Resolution Methodology for Competitive Ambient Systems.

Thais R. M. Braga Silva, Linnyer Beatrys Ruiz, Antonio Alfredo Ferreira Loureiro, Fabrício A. Silva

Proceedings of the 2nd International Conference on Ambient Systems, 2011

2010

Internal contexts inference system for ubiquitous context-aware applications.

Fabrício A. Silva, Thais R. M. Braga Silva, Antonio Alfredo Ferreira Loureiro, Linnyer Beatrys Ruiz

Proceedings of the iiWAS'2010, 2010

2007

Service Migration in Wireless Sensor Networks.

Fabrício A. Silva, Thais Regina M. Braga, José Marcos S. Nogueira, Antonio Alfredo Ferreira Loureiro, Alyson Cardoso, Linnyer Beatrys Ruiz

Proceedings of the 12th IEEE Symposium on Computers and Communications (ISCC 2007), 2007

A Tiny and Light-Weight Autonomic Element for Wireless Sensor Networks.

Thais Regina M. Braga, Fabrício A. Silva, José Marcos S. Nogueira, Antonio Alfredo Ferreira Loureiro, Linnyer Beatrys Ruiz

Proceedings of the Fourth International Conference on Autonomic Computing (ICAC'07), 2007

2006

A Comparative Study of Distributed Self-management Approaches for Wireless Sensor Networks.

Fabrício A. Silva, Thais Regina M. Braga, Linnyer Beatrys Ruiz, José Marcos S. Nogueira, Antonio Alfredo Ferreira Loureiro

Proceedings of the Management of Integrated End-to-End Communications and Services, 2006

2005

On the design of a self-managed wireless sensor network.

Linnyer Beatrys Ruiz, Thais Regina M. Braga, Fabrício A. Silva, Helen P. Assunção, José Marcos S. Nogueira, Antonio A. F. Loureiro

IEEE Commun. Mag., 2005

Defining a Wireless Sensor Network Management Protocol.

Fabrício A. Silva, Linnyer Beatrys Ruiz, Thais Regina M. Braga, José Marcos S. Nogueira, Antonio Alfredo Ferreira Loureiro

Proceedings of the 4th Latin American Network Operations and Management Symposium, 2005

2004

On impact of management in wireless sensors networks.

Linnyer Beatrys Ruiz, Fabrício A. Silva, Thais Regina M. Braga, José Marcos S. Nogueira, Antonio Alfredo Ferreira Loureiro

Proceedings of the Managing Next Generation Convergence Networks and Services, 2004

Designing a Self-organizing Wireless Sensor Network.

Fabrício A. Silva, Linnyer Beatrys Ruiz, Thais Regina M. Braga, José Marcos S. Nogueira, Antonio Alfredo Ferreira Loureiro

Proceedings of the Mobility Aware Technologies and Applications, 2004

2003

Service Management in Wireless Sensors Network.

Linnyer Beatrys Ruiz, Thais Regina M. Braga, Fabrício A. Silva, José Marcos S. Nogueira, Antonio Alfredo Ferreira Loureiro

Proceedings of the 3rd Latin American Network Operations and Management Symposium, 2003