Marcos Carvalho

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Video Streaming

Expectation Maximisation

Statistical Classification

Active Learning

Top Venues

J. Inf. Data Manag.

INFOCOM Workshops

Publications

Marcos Carvalho, Daniel Soares, Daniel F. Macedo
A Human-in-the-Loop Based ML Framework to Estimate User's QoE on Cloud Gaming Using Active Learning. EuCNC/6G Summit (2024)
Daniel Soares, Marcos Carvalho, Daniel F. Macedo
Enhancing Cloud Gaming QoE Estimation by Stacking Learning. J. Netw. Syst. Manag. 32 (3) (2024)
Fabiano Muniz Belém, Cláudio M. V. de Andrade, Celso França, Marcos Carvalho, Marcelo A. S. Ganem, Gabriel Teixeira, Gabriel Jallais, Alberto H. F. Laender, Marcos André Gonçalves
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents. J. Inf. Data Manag. 14 (1) (2023)
Daniel Soares, Marcos Carvalho, Daniel F. Macedo
A Stacking Learning-Based QoE Model for Cloud Gaming. NOMS (2023)
Marcos Carvalho, Daniel Soares, Daniel F. Macedo
Transfer Learning-Based QoE Estimation For Different Cloud Gaming Contexts. NetSoft (2023)
Kattiana Constantino, Thiago H. P. Silva, João Vítor B. Silva, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Marcos Carvalho, Welton Santos, Celso França, Cláudio M. V. de Andrade, Alberto H. F. Laender, Marcos André Gonçalves
Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries. J. Inf. Data Manag. 14 (1) (2023)
Júnia Maísa Oliveira, Marcos Carvalho, Daniel F. Macedo, Cassio G. Rego, José Marcos S. Nogueira
Data Consumption and User Experience in Video Lecture Sessions via Mobile Telephony Network. LATINCOM (2023)
Marcos Carvalho, Daniel Fernandes Macedo
Container Scheduling in Co-Located Environments Using QoE Awareness. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Marcos Carvalho, Vítor Mangaravite, Lucas M. Ponce, Luiz Cantelli, Bruno Campoi, Gabriel Nunes, Bruno B. M. Paiva, Alberto H. F. Laender, Marcos André Gonçalves
Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental Field. Big Data (2022)
Kattiana Constantino, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Celso França, Marcos Carvalho, Thiago H. P. Silva, Alberto H. F. Laender, Marcos André Gonçalves
Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado Ativo. SBBD (2022)
Vítor Mangaravite, Marcos Carvalho, Luiz Cantelli, Lucas M. Ponce, Bruno Campoi, Gabriel Nunes, Alberto H. F. Laender, Marcos André Gonçalves
DedupeGov: Uma Plataforma para Integração de Grandes Volumes de Dados de Pessoas Físicas e Jurídicas em Âmbito Governamental. SBBD (2022)
Fabiano Muniz Belém, Marcelo Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves
Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais. SBBD (2022)
Marcos Carvalho, Daniel Fernandes Macedo
QoE-Aware Container Scheduler for Co-located Cloud Environments. IM (2021)
Rodrigo C. Tavares, Marcos Carvalho, Eduardo P. M. Câmara Júnior, Erik de Britto e Silva, Marcos Augusto M. Vieira, Luiz Filipe M. Vieira, Bhaskar Krishnamachari
FWB: Funneling Wider Bandwidth algorithm for high performance data collection in Wireless Sensor Networks. Comput. Commun. 148 (2019)
Marcos Carvalho, Erik de Britto e Silva, Vinicius F. e Silva, Daniel Fernandes Macedo
QD4G: QoE para Vídeo em Redes D2D/4G com Aprendizado de Máquina. SBRC (2019)
Marcos Carvalho, Vinicius F. e Silva, Erik de Britto e Silva, Daniel F. Macedo, Henrique Cesar Carvalho de Resende, Johann M. Márquez-Barja, Cristiano Bonato Both, Augusto Zanella Bardini, Juliano Araujo Wickboldt
QoE-Based Video Orchestration for 4G Networks. PIMRC (2019)
Rodrigo C. Tavares, Marcos Carvalho, Marcos Augusto M. Vieira, Luiz Filipe M. Vieira, Bhaskar Krishnamachari
FWB: Funneling Wider Bandwidth Algorithm for High Performance Data Collection in Wireless Sensor Networks. MSWiM (2018)
Aloizio P. Silva, Bernardo A. Abreu, Erik de Britto e Silva, Marcos Carvalho, Matheus Nunes, Marcelo Antonio Marotta, Ali Hammad, Carlos F. M. Silva, Joao F. N. Pinheiro, Cristiano Bonato Both, Johann Márquez-Barja, Luiz A. DaSilva
Impact of fog and cloud computing on an IoT service running over an optical/wireless network testbed. INFOCOM Workshops (2017)
Aloizio P. Silva, Bernardo A. Abreu, Erik de Britto e Silva, Marcos Carvalho, Matheus Nunes, Marcelo Antonio Marotta, Ali Hammad, Carlos F. M. Silva, Joao F. N. Pinheiro, Cristiano Bonato Both, Johann Márquez-Barja, Luiz A. DaSilva
Demo abstract: Assessing the impact of fog and cloud computing on an IoT service running over an optical/wireless network-An experimental approach. INFOCOM Workshops (2017)