Carlos Alberto Vieira Campos

51 papers A 1B 10C 1Journal 19Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Federated Learning Approach for Edge Application of Network Link Classification Based on Traffic Matrices. IEEE Access Nicolas André Alves Da Silva, Carlos Alberto Vieira Campos, Sidney Cunha de Lucena
2025	J	`jnl`	Enhancing federated averaging of self-supervised monocular depth estimators for autonomous vehicles with Bayesian optimization. Future Gener. Comput. Syst. Elton Figueiredo de S. Soares, Emilio Vital Brazil, Carlos Alberto Vieira Campos
2025	J	`jnl`	Reducing weight divergence impact using local learning normalization in Federated Learning for heterogeneous data distributions. Future Gener. Comput. Syst. Flávio Vieira, Carlos Alberto Vieira Campos
2025	J	`jnl`	Self-supervised learning of monocular depth estimators in autonomous vehicles with federated learning. Eng. Appl. Artif. Intell. Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos
2024	J	`jnl`	Corrigendum to "Federated Learning assisted framework to periodically identify user communities in urban space" [Ad Hoc Networks 163 (2024) pp. 1-21/103589]. Ad Hoc Networks Cláudio Diego Teixeira de Souza, José Ferreira de Rezende, Carlos Alberto Vieira Campos
2024	J	`jnl`	Exploring Normalization for High Convergence on Federated Learning for Drones. J. Braz. Comput. Soc. Flávio Vieira, Carlos Alberto Vieira Campos
2024	J	`jnl`	Federated Learning assisted framework to periodically identify user communities in urban space. Ad Hoc Networks Cláudio Diego Teixeira de Souza, José Ferreira de Rezende, Carlos Alberto Vieira Campos
2024	—	`conf`	Leveraging Bayesian Optimization to Enhance Self-Supervised Federated Learning of Monocular Depth Estimators. ITSC Elton Figueiredo de S. Soares, Emilio Vital Brazil, Carlos Alberto Vieira Campos
2024	—	`conf`	Privacy-Preserving Training of Monocular Depth Estimators via Self-Supervised Federated Learning. VTC Fall Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos
2024	—	`conf`	Towards Continual Federated Learning of Monocular Depth for Autonomous Vehicles. VTC Fall Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos
2023	—	`conf`	Container Scheduling in Kubernetes Clusters Using a Mixed Integer Linear Programming Approach. ICUMT Camilla Martins, Pedro Nuno de Souza Moura, Sidney C. de Lucena, Carlos Alberto Vieira Campos
2023	B	`conf`	DiCent: A Distributed Credit Incentive Mechanism for Opportunistic Networks. IWCMC Daniel de M. C. Christiani, Jefferson E. Simões, Antônio A. de A. Rocha, Carlos Alberto Vieira Campos
2023	—	`conf`	Evaluating the influence of events on mobility-based data communities. ITSC Marcos Aurélio De P. Souza, Sidney Cunha de Lucena, Carlos Alberto Vieira Campos, Guilherme de Melo Baptista Domingues
2023	—	`conf`	FedWS: Dealing with Heterogeneous Data on Federated Learning. ITSC Flávio Vieira, Carlos Alberto Vieira Campos
2023	J	`jnl`	Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles. CoRR Elton Figueiredo de Souza Soares, Carlos Alberto Vieira Campos
2022	B	`conf`	Classification of Traffic Event Tweets in Portuguese Language Using Deep Learning. IWCMC Estevan Barbará Teixeira, Pedro Nuno de Souza Moura, Carlos Alberto Vieira Campos
2022	B	`conf`	Elasticity of Intelligent Transportation System Applications in a Fog Computing Environment. IWCMC Thiago Correia Medeiros, Elton F. S. Soares, Carlos Alberto Vieira Campos
2022	J	`jnl`	User Community Identification Through Fine-Grained Mobility Records for Smart City Applications. IEEE Trans. Intell. Transp. Syst. Danielle Lopes F. G. Vieira, Bruno Astuto A. Nunes, Carlos Alberto Vieira Campos, Katia Obraczka
2021	J	`jnl`	An Application-Driven Framework for Intelligent Transportation Systems Using 5G Network Slicing. IEEE Trans. Intell. Transp. Syst. Tiago do Vale Saraiva, Carlos Alberto Vieira Campos, Ramon dos Reis Fontes, Christian Esteve Rothenberg, Sameh Sorour, Shahrokh Valaee
2021	C	`conf`	An Intelligent Transportation System Application using Mobile Edge Computing. ISCC Thiago Correia Medeiros, Elton F. S. Soares, Carlos Alberto Vieira Campos
2021	B	`conf`	An approach using machine learning and public data to detect traffic jams. IWCMC Tiago do Vale Saraiva, Carlos Alberto Vieira Campos
2021	J	`jnl`	Blockchain Privacy Through Merge Avoidance and Mixing Services: a Hardness and an Impossibility Result. CoRR Jefferson E. Simões, Eduardo Ferreira, Daniel S. Menasché, Carlos Alberto Vieira Campos
2021	J	`jnl`	Blockchain Privacy Through Merge Avoidance and Mixing Services: a Hardness and an Impossibility Result. SIGMETRICS Perform. Evaluation Rev. Jefferson E. Simões, Eduardo Ferreira, Daniel S. Menasché, Carlos Alberto Vieira Campos
2021	—	`conf`	Machine learning applied to network traffic for vehicular applications to predict the vehicle context. VTC Fall Tiago do Vale Saraiva, Rosario Girardi, Carlos Alberto Vieira Campos
2021	J	`jnl`	Smartphone-Based Real-Time Travel Mode Detection for Intelligent Transportation Systems. IEEE Trans. Veh. Technol. Elton F. S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos
2020	J	`jnl`	A Deep Learning Approach for Identifying User Communities Based on Geographical Preferences and Its Applications to Urban and Environmental Planning. ACM Trans. Spatial Algorithms Syst. Danielle Lopes F. G. Vieira, Bruno Astuto A. Nunes, Carlos Alberto Vieira Campos, Katia Obraczka
2020	—	`conf`	Collaborative and distributed mechanisms for traffic jams detection and control using VANETs. VTC Spring Bruno Cunha Farias, Carlos Alberto Vieira Campos
2020	—	`conf`	Real-Time Travel Mode Detection with Smartphone Sensing and Machine Learning. SBRC Companion Elton F. de Souza Soares, Carlos Alberto Vieira Campos, Sidney Cunha de Lucena
2019	J	`jnl`	A Combined Solution for Real-Time Travel Mode Detection and Trip Purpose Prediction. IEEE Trans. Intell. Transp. Syst. Elton Figueiredo de S. Soares, Kate Revoredo, Fernanda Baião, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos
2019	J	`jnl`	Employing Social Cooperation to Improve Data Discovery and Retrieval in Content-Centric Delay-Tolerant Networks. IEEE Access Cláudio Diego Souza, Danielle Lopes F. G. Vieira, Carlos Alberto Vieira Campos, Antonio Carlos De Oliveira Júnior, Kleber Vieira Cardoso, Waldir Moreira
2019	B	`conf`	Identifying User Communities Using Deep Learning and Its Application to Opportunistic Networking. MASS Danielle Lopes F. G. Vieira, Cláudio Diego Souza, Katia Obraczka, Carlos Alberto Vieira Campos
2019	J	`jnl`	Online travel mode detection method using automated machine learning and feature engineering. Future Gener. Comput. Syst. Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos, Sidney C. de Lucena
2019	—	`ch.`	Realistic Vehicular Networks Simulations. Smart and Digital Cities Tiago do Vale Saraiva, Carlos Alberto Vieira Campos
2019	B	`conf`	Recurrent Neural Networks for Online Travel Mode Detection. GLOBECOM Elton Figueiredo de S. Soares, Hojjat Salehinejad, Carlos Alberto Vieira Campos, Shahrokh Valaee
2018	—	`conf`	Modeling of Overlay Mode for Device-to-Device Inband Communications. VTC Fall Helio de P. Moura, Jefferson E. Simões, Carlos Alberto Vieira Campos
2017	—	`conf`	A Protocol for Data Discovery and Retrieval in Content-Centric and Delay-Tolerant Networks. VTC Fall Cláudio Diego Souza, Danielle Lopes F. G. Vieira, Carlos Alberto Vieira Campos
2017	—	`conf`	CityTracks-RT: Uma aplicação para detecção do modo de transporte em tempo real nos centros urbanos. SBSI Elton F. S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos
2017	—	`conf`	Towards an Application for Real-Time Travel Mode Detection in Urban Centers. VTC Fall Elton Figueiredo de S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos
2016	—	`conf`	A Message Removal Mechanism for Delay Tolerant Networks. UNet Elenilson da Nóbrega Gomes, Carlos Alberto Vieira Campos, Sidney C. de Lucena, Aline Carneiro Viana
2016	—	`conf`	A data aggregation scheme for traffic information systems in urban VANETs. ITSC Bruno F. Guedes, Carlos Alberto Vieira Campos
2016	—	`conf`	Detecting the transportation mode for context-aware systems using smartphones. ITSC Carlos Alvaro de M. S. Quintella, Leila C. V. de Andrade, Carlos Alberto Vieira Campos
2016	—	`conf`	Evaluating data communications in natural disaster scenarios using opportunistic networks with Unmanned Aerial Vehicles. ITSC Jose Carlos de Albuquerque, Sidney C. de Lucena, Carlos Alberto Vieira Campos
2015	B	`conf`	SOCLEER: A social-based energy-efficient forwarding protocol for opportunistic networks. IWCMC Nelson Machado Junior, Carlos Alberto Vieira Campos
2014	—	`conf`	A Solution Proposal to the Preferred Nodes Problem in Social-Based Opportunistic Protocols. SBRC Nelson Machado, Carlos Alberto Vieira Campos, Sidney Cunha de Lucena
2012	J	`jnl`	Editorial Vol. 5. Braz. J. Inf. Syst. Carlos Alberto Vieira Campos
2012	B	`conf`	Performance analysis of XOR-based routing in urban vehicular ad hoc networks. WCNC Ederval P. Ferreira Cruz, Carlos Alberto Vieira Campos, Rafael Pasquini, Luis F. Faina, Rodolfo Oliveira
2011	—	`conf`	Node Mobility Modeling in Ad Hoc Networks through a Birth and Death Process. NEW2AN Carlos Alberto Vieira Campos, Luís Felipe M. de Moraes, Eduardo M. Hargreaves, Bruno Astuto A. Nunes
2009	B	`conf`	An analysis of human mobility using real traces. WCNC Tiago S. Azevedo, Rafael L. Bezerra, Carlos Alberto Vieira Campos, Luís Felipe M. de Moraes
2007	J	`jnl`	A Markovian Model Representation of Individual Mobility Scenarios in Ad Hoc Networks and Its Evaluation. EURASIP J. Wirel. Commun. Netw. Carlos Alberto Vieira Campos, Luís Felipe M. de Moraes
2006	A	`conf`	Investigating the user mobility in wireless mobile networks through real measurements. CoNEXT Carlos Alberto Vieira Campos, Luís Felipe M. de Moraes
2004	B	`conf`	Realistic individual mobility Markovian models for mobile ad hoc networks. WCNC Carlos Alberto Vieira Campos, Daniel C. Otero, Luís Felipe M. de Moraes