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Rogério Luís de Carvalho Costa received his Ph.D. in Computer Engineering from the University of Coimbra, Portugal, in 2011. Currently, he is a researcher at the Polytechnic of Leiria, Portugal, where he is the PI of projects in Cybersecurity and Machine Learning. Rogério is a full member of the Computer Science and Communication Research Center (CIIC). He co-supervises doctoral thesis and master's dissertations, and he is the co-author of more than 50 scientifc works. His current research interests include big data, machine learning, cybersecurity, and data privacy, integration and quality.
Identificação

Identificação pessoal

Nome completo
Rogério Luís de Carvalho Costa

Identificadores de autor

Ciência ID
7717-9573-0C0F
ORCID iD
0000-0003-2306-7585
Scopus Author Id
7801604983

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação
Produções

Publicações

Artigo em conferência
  1. Rogério Luís de Carvalho Costa. "Big Spatial Data Integration and Enrichment with Provenance Control". 2022.
    10.5753/sbbd_estendido.2022.21856
  2. Rogério Luís de Carvalho Costa. "Provenance in Spatial Queries". 2022.
    10.1145/3548785.3548802
  3. Rogério Luís de Carvalho Costa. "Evaluation of AI-based Malware Detection in IoT Network Traffic". 2022.
    10.5220/0011279600003283
  4. Silva, Bruno; Moreira, José; Costa, Rogério Luís de Carvalho. "EasyBDI: Near Real-Time Data Analytics over Heterogeneous Data Sources". Trabalho apresentado em EDBT: 24th International Conference on Extending Database Technology, 2021.
    10.5441/002/edbt.2021.88
  5. Paulo Pintor; Costa, Rogério Luís de Carvalho; José Moreira. "Near real time analytic processing of traffic data streams". 2020.
    Publicado • 10.1145/3423457.3429365
  6. Costa, Rogério Luís de Carvalho; Miranda, Enrico; José Moreira. Autor correspondente: Costa, Rogério Luís de Carvalho. "Towards the automatic selection of moving regions representation methods". 2020.
    Publicado • 10.1145/3423335.3428170
  7. Miranda, Enrico; Costa, Rogério; Dias, Paulo; Moreira, José. "Matching-aware Shape Simplification". Trabalho apresentado em GRAPP 2020 - 15th International Conference on Computer Graphics Theory and Applications - part of 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020), 2020.
    10.5220/0008969402790286
  8. Costa, Rogério. "Sampling Strategies to Create Moving Regions from Real World Observations". Trabalho apresentado em 35th Annual ACM Symposium on Applied Computing - ACM SAC 2020, 2020.
    10.1145/3341105.3374019
  9. Duarte, José; Silva, Bruno; Moreira, José; Dias, Paulo; Miranda, Enrico; Costa, Rogério L. C.. "Towards a qualitative analysis of interpolation methods for deformable moving regions". Trabalho apresentado em 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - ACM SIGSPATIAL 2019, 2019.
    10.1145/3347146.3359368
  10. Fuentes, Alain; Almeida, Ana Carolina; Costa, Rogério; Braganholo, Vanessa; Lifschitz, Sérgio. "Database Tuning with Partial Indexes". Trabalho apresentado em XXXIII Simpósio Brasileiro de Banco de Dados - SBBD 2018, 2018.
  11. Almeida, Ana Carolina; Medeiros, Antony Seabra; Costa, Rogério; Lifschitz, Sérgio. "Particionamento como Ação de Sintonia Fina em Bancos de Dados Relacionais". Trabalho apresentado em XXXII Simpósio Brasileiro de Banco de Dados - SBBD 2017, 2017.
  12. de Carvalho Costa, Rogério Luís; Furtado, Pedro. "Express execution lines and execution time estimation". Trabalho apresentado em 18th International Conference on Database Engineering & Applications Symposium - IDEAS 2014, 2014.
    10.1145/2628194.2628219
  13. Costa, Rogério Luís de Carvalho; Furtado, Pedro. "Runtime Estimations, Reputation and Elections for Top Performing Distributed Query Scheduling". Trabalho apresentado em 9th IEEE/ACM International Symposium on Cluster Computing and the Grid - CCGRID 2009, 2009.
    10.1109/ccgrid.2009.34
  14. de Carvalho Costa, Rogério Luís; Furtado, Pedro. "A QoS-oriented external scheduler". Trabalho apresentado em 2008 ACM Symposium on Applied Computing - ACM SAC '08, 2008.
    10.1145/1363686.1363923
  15. Costa, Rogério Luís deCarvalho; Furtado, Pedro. "Scheduling in Grid Databases". Trabalho apresentado em International Workshop on Applications of Ad hoc and Sensor Networks (AASNET2008) on 22nd International Conference on Advanced Information Networking and Applications (AINA 2008), 2008.
    10.1109/waina.2008.196
  16. Luis de Carvalho Costa, Rogerio; Furtado, Pedro. "An SLA-Enabled Grid DataWarehouse". Trabalho apresentado em 11th International Database Engineering and Applications Symposium (IDEAS 2007), 2007.
    10.1109/ideas.2007.4318116
  17. de Carvalho Costa, R.L.; Lifschitz, S.; de Noronha, M.F.; Vaz Salles, M.A.. "Implementation of an Agent Architecture for Automated Index Tuning". Trabalho apresentado em SMDB - International Workshop on Self-Managing Database Systems on 21st International Conference on Data Engineering ICDE'05, 2005.
    10.1109/icde.2005.228
  18. Costa, Rogério Luís de Carvalho. "Skew Handling for Parallel BLAST Processing". Trabalho apresentado em II Brazilian Workshop on Bioinformatics - WOB 2003, 2003.
  19. Costa, Rogério Luís de Carvalho; Lifschitz, Sérgio. "BLAST Implementation Issues on Workstation Clusters". Trabalho apresentado em I Brazilian Workshop on Bioinformatics - WOB 2002, 2002.
  20. Costa, Rogério Luís de Carvalho; Lifschitz, Sérgio. "Index Self-tuning and Agent-based Databases". Trabalho apresentado em XVIII Latin-American Conference on Informatics - CLEI-2002, 2002.
Artigo em revista
  1. Prazeres, Nuno; Costa, Rogério Luís de Carvalho; Santos, Leonel; Rabadão, Carlos. "Engineering the application of machine learning in an IDS based on IoT traffic flow". Intelligent Systems with Applications 17 (2023): 200189. http://dx.doi.org/10.1016/j.iswa.2023.200189.
    Acesso aberto • Publicado • 10.1016/j.iswa.2023.200189
  2. Rogério Luís de Carvalho Costa. "Convolutional-LSTM networks and generalization in forecasting of household photovoltaic generation". Engineering Applications of Artificial Intelligence 116 (2022): 105458-105458. http://dx.doi.org/10.1016/j.engappai.2022.105458.
    10.1016/j.engappai.2022.105458
  3. Varanda, Artur; Santos, Leonel; Costa, Rogério Luís de C.; Oliveira, Adail; Rabadão, Carlos. Autor correspondente: Costa, Rogério Luís de C.. "Log pseudonymization: Privacy maintenance in practice". Journal of Information Security and Applications 63 (2021): 103021. http://dx.doi.org/10.1016/j.jisa.2021.103021.
    Publicado • 10.1016/j.jisa.2021.103021
  4. Costa, Rogério Luís de C.; Moreira, José; Pintor, Paulo; dos Santos, Veronica; Lifschitz, Sérgio. "A Survey on Data-driven Performance Tuning for Big Data Analytics Platforms". Big Data Research 25 (2021): 100206. http://dx.doi.org/10.1016/j.bdr.2021.100206.
    10.1016/j.bdr.2021.100206
  5. Costa, Rogério Luís de Carvalho. "Experience: Quality Assessment and Improvement on a Forest Fire Dataset". Journal of Data and Information Quality 13 1 (2021): 1-13. http://dx.doi.org/10.1145/3428155.
    10.1145/3428155
  6. Costa, Rogério Luís de Carvalho. "Evaluating preprocessing and interpolation strategies to create moving regions from real-world observations". ACM SIGAPP Applied Computing Review (2020): http://dx.doi.org/10.1145/3412816.3412820.
    10.1145/3412816.3412820
  7. Caldeira, Manuel; Martins, Pedro; Costa, Rogério Luís C.; Furtado, Pedro. "Image Classification Benchmark (ICB)". Expert Systems with Applications 142 (2020): 112998. http://dx.doi.org/10.1016/j.eswa.2019.112998.
    10.1016/j.eswa.2019.112998
  8. de Carvalho Costa, Rogerio Luis; Furtado, Pedro. "Elections and Reputation for High Dependability and Performance in Distributed Workload Execution". IEEE Transactions on Parallel and Distributed Systems 26 8 (2015): 2233-2246. http://dx.doi.org/10.1109/tpds.2014.2340864.
    10.1109/tpds.2014.2340864
  9. de Carvalho Costa, Rogerio Luis; Furtado, Pedro. "Providing Quality of Experience for Users: The Next DBMS Challenge". Computer 46 9 (2013): 86-93. http://dx.doi.org/10.1109/mc.2012.425.
    10.1109/mc.2012.425
  10. Costa, Rogério Luís de Carvalho; Furtado, Pedro. "Quality of experience in distributed databases". Distributed and Parallel Databases 29 5-6 (2011): 361-396. http://dx.doi.org/10.1007/s10619-011-7083-x.
    10.1007/s10619-011-7083-x
  11. De Carvalho Costa, Rogerio Luis; Lifschitz, Sergio; Vaz Salles, Marcos Antonio. "Index Self-tuning with Agent-based Databases". CLEI Electronic Journal 6 1 (2003): http://dx.doi.org/10.19153/cleiej.6.1.6.
    10.19153/cleiej.6.1.6
  12. De Carvalho Costa, R.L.; Lifschitz, S.. "Database allocation strategies for parallel BLAST evaluation on clusters". Distributed and Parallel Databases 13 1 (2003): 99-127. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036462147&partnerID=MN8TOARS.
    10.1023/A:1021569823663
Capítulo de livro
  1. Figueiredo, Bernardo; Costa, Rogério Luís de Carvalho; Santos, Leonel; Rabadão, Carlos. Autor correspondente: Costa, Rogério Luís de Carvalho. "Cybersecurity and Privacy in Smart Cities for Citizen Welfare". In Smart Cities, Citizen Welfare, and the Implementation of Sustainable Development Goals, 197-221. IGI Global, 2022.
    10.4018/978-1-7998-7785-1.ch011
  2. Costa, Rogério Luís de C.; Moreira, José. Autor correspondente: Costa, Rogério Luís de C.. "Automatic Quality Improvement of Data on the Evolution of 2D Regions". 288-300. Springer International Publishing, 2022.
    Publicado • 10.1007/978-3-030-95408-6_22
  3. Rogério Luís de Carvalho Costa. "Security Aspects of the Internet of Things". 67-87. {IGI, 2022.
    10.4018/978-1-6684-7132-6.ch005
  4. Rogério Luís de Carvalho Costa. "Why- and How-Provenance in Distributed Environments". 103-115. Springer International Publishing, 2022.
    10.1007/978-3-031-12423-5_8
  5. Varanda, Artur; Santos, Leonel; Costa, Rogério Luís de C.; Oliveira, Adail; Rabadão, Carlos. Autor correspondente: Costa, Rogério Luís de C.. "The General Data Protection Regulation and Log Pseudonymization". In Advanced Information Networking and Applications, 479-490. Springer International Publishing, 2021.
    Publicado • 10.1007/978-3-030-75078-7_48
  6. Hromada, Dominik; Costa, Rogério Luís de C.; Santos, Leonel; Rabadão, Carlos. "Security Aspects of the Internet of Things". In IoT Protocols and Applications for Improving Industry, Environment, and Society, 207-233. IGI Global, 2021.
    Publicado • 10.4018/978-1-7998-6463-9.ch010
  7. Pinho, André; Costa, Rogério; Silva, Helena; Furtado, Pedro. "Comparing Time Series Prediction Approaches for Telecom Analysis". In Theory and Applications of Time Series Analysis, 331-345. Springer International Publishing, 2019.
    10.1007/978-3-030-26036-1_23
  8. de Carvalho Costa, Rogério Luís; Furtado, Pedro. "Deploying Data Warehouses in Grids with Efficiency and Availability". In Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 208-229. IGI Global, 2010.
    10.4018/978-1-60566-748-5.ch009
  9. de Carvalho Costa, Rogério Luís; Furtado, Pedro. "QoS-Oriented Grid-Enabled Data Warehouses". In Data Warehousing Design and Advanced Engineering Applications, 150-170. IGI Global, 2010.
    10.4018/978-1-60566-756-0.ch009
  10. de Carvalho Costal, Rogério Luís; Furtado, Pedro. "Placement and Scheduling over Grid Warehouses". In Grid Technology for Maximizing Collaborative Decision Management and Support, 83-104. IGI Global, 2009.
    10.4018/978-1-60566-364-7.ch005
  11. de Carvalho Costa, Rogério Luís; Antunes, Ricardo; Furtado, Pedro. "Optimizer and Scheduling for the Community Data Warehouse Architecture". In Methods and Supporting Technologies for Data Analysis, 21-55. Springer Berlin Heidelberg, 2009.
    10.1007/978-3-642-02196-1_2
  12. de Carvalho Costa, Rogério Luís; Furtado, Pedro. "QoS-Oriented Reputation-Aware Query Scheduling in Data Grids". In Euro-Par 2008 – Parallel Processing, 489-498. Springer Berlin Heidelberg, 2008.
    10.1007/978-3-540-85451-7_53
  13. de Carvalho Costa, Rogério Luís; Furtado, Pedro. "Data Warehouses in Grids with High QoS". In Data Warehousing and Knowledge Discovery, 207-217. Springer Berlin Heidelberg, 2006.
    10.1007/11823728_20
  14. Costa, Rogério Luís de Carvalho; Lifschitz, Sérgio. "Sintonia e auto-sintonia de bancos de dados". In Jornadas de Atualização em Informética (JAI) em conjunto com Congresso Nacional da Sociedade Brasileira De Computação, 2004, Porto Alegre, Brazil. Sociedade Brasileira de Computação, 2004.
Edição de livro
  1. Rabadão, C.; Leonel Filipe Simões Santos; Costa, Rogério Luís de Carvalho. Information Security and Privacy in Smart Devices: Tools, Methods, and Applications. IGI-Global. 2023.
    Aceite para publicação • Editor
Livro
  1. Costa, Rogério. SQL Guia Prático - 2a edição. Brasil: Brasport. 2007.
  2. Costa, Rogério. SQL: Guia Prático. Brasil: Brasport. 2004.
Resumo em conferência
  1. Lemos, Melissa; Macêdo, José Antônio Fernandes de; Seibel, Luiz Fernando Bessa; Costa, Rogério Luís de Carvalho; Cruz, Victor Medina; Cavalcante, Roberto. "Implementation Issues of Optimized Buffer Management for BLAST". Trabalho apresentado em IV Brazilian e-Science Workshop, Belo Horizonte, 2010.
Tese / Dissertação
  1. Costa, Rogério Luís de Carvalho. "Quality of Experience in Database Systems". Doutoramento, Universidade de Coimbra, 2011.
  2. Costa, Rogério Luís de Carvalho. "Alocação de Dados e Distribuição de Carga para Execução Paralela da Estratégia BLAST de Comparação de Seqüências". Mestrado, Pontifícia Universidade Católica do Rio de Janeiro, 2002.