Publications & Awards

Publication lists

Approved standards / Technical works

See our technical reports on the situation/analysis of Covid-19 in Brazil.

DAVIS-KEAN, P.; CHAMBERS, R.; DAVIDSON, L.; KLEINERT, C.; REN, Q.; TANG, S. (Eds). Longitudinal Studies Strategic Review Report 2017. Economic and Social Research Council (ESRC).
I have contributed to this report as associate researcher at UCL and CIDACS.

SCHLENOFF, C., PRESTES, E.; BARRETO, M. and others. IEEE Standard Ontologies for Robotics and Automation. In: IEEE Standard 1872-2015.
- Produced by the IEEE RAS Ontology for Robotics & Automation Working Group. Recipient of the IEEE-SA Emerging Technology Award
- In 2016, the standard was mentioned by President Barack Obama during the White House Frontiers Conference, which highlighted five science and technology frontiers. One of them, the National Frontier, focuses on the role of AI, machine learning, automation and robotics in addressing complex national problems. The standard was included in The National AI Research and Development Strategic Plan (page 32), authored by the National Science and Technology Council from the Executive Office of the USA Presidency.

Journal papers

BUCCINI, Gabriela; BARRETO, Marcos.; PEDROSO, Jéssica; COELHO, Stefanie; SIRONI, Alberto; BERTOLDO, Juracy; GUBERT, Muriel. Identifying nurturing care indicators at the municipal level for the Brazilian Early Childhood Friendly Municipal Index (IMAPI) Maternal & Child Nutrition. January 2021.

MAIA, Mateus; PIMENTEL, Jonatha; PEREIRA, Ivalbert; GONDIM, João; BARRETO, Marcos E.; ARA, Anderson. Convolutional support vector models: prediction of Coronavirus disease using chest X-rays. Information (MDPI). November 2020.

BARBOSA, George; ALI, M. Sanni; BARRETO, Marcos E.; ARAUJO, Bruno; REIS, Sandra; SENA, Samila; ICHIRA, Maria Y.; PESCARINI, Julia; FIACCONE, Rosemeire; AMORIM, Leila; PITA, Robespierre; SMEETH, Liam; BARRETO, Mauricio L. CIDACS-RL: a novel indexing search and scoring-based record linkage system for huge datasets with high accuracy and scalability. BMC Medical Informatics and Decision Making. November 2020.

PAZ, Hellen; MAIA, Mateus; MORAES, Fernando; BRITO, Ricardo L.; COSTA, Lilia C.; MACÊDO, Samuel; BARRETO, Marcos E.; ARA, Anderson. Local processing of massive databases with R: a national analysis of a Brazilian social programme. Stats (MDPI). October 2020.

FREITAS, Edison; OLSZEWSKA, Joanna; CARBONERA, Joel; FIORINI, Sandro; KHAMIS, Alaa; RAGAVAN, S. Veera; BARRETO, Marcos; PRESTES, Edson; HABIB, Maki; REDFIELD, Signe; CHIBANI, Abdelghani; GONÇALVES, Paulo; BERMEJO-ALONSO, Julita; SANZ, Ricardo; TOSELLO, Elisa; OLIVARES-ALARCOS, Alberto; KONZEN, Andrea; QUINTAS, João; LI, Howard. Ontological concepts for information sharing in cloud robotics. Journal of Ambient Intelligence and Humanized Computing. June 2020.

GODFREY, Alan; GOLDSACK, Jennifer; TENAERTS, Pamela; CORAVOS, Andrea; ARANDA, Clara; HUSSAIN, Azad; BARRETO, Marcos E.; YOUNG, Fraser; VITÓRIO, Rodrigo. BioMeT and algorithm measures: a proposed standardized evaluation framework. IEEE Journal of Translational Engineering in Health & Medicine. May 2020.

GODFREY, Alan; ARANDA, Clara; HUSSAIN, Azad; BARRETO, Marcos; ROCHA, Thiago, VITÓRIO, Rodrigo. Wearables beyond boarders: A case study of barriers to gait assessment in low-resource settings. Maturitas. April 2020.

OLIVARES-ALARCOS, Alberto; BESSLER, Daniel; KHAMIS, Alaa; GONÇALVES, Paulo; HABIB, Maki K.; BERMEJO-ALONSO, Julita; BARRETO, Marcos E.; DIAB, Mohammed; ROSELL, Jan; QUINTAS, João; OLSZEWSKA, Joanna; NAKAWALA, Hirenkumar; PIGNATON, Edison; GYRARD, Amelie; BORGO, Stefano; ALENYÀ, Guillem; BEETZ, Michael; LI, Howard. A Review and Comparison of Ontology-based Approaches to Robot Autonomy. The Knowledge Engineering Review. December 2019.

BARRETO, Mauricio L.; ICHIHARA, Maria Y.; ALMEIDA, Bethania; BARRETO, Marcos E.; CABRAL, Liliana; FIACCONE, Rosemeire L.; CARREIRO, Roberto P.; TELES, Carlos A.; PITA, Robespierre; PENNA, Gerson O.; BARRAL-NETTO, Manoel; ALI, M. Sanni; BARBOSA, George; DENAXAS, Spiros; RODRIGUES, Laura C.; SMEET, Liam. The Center for Data and Knowledge Integration for Health (CIDACS) - An Experience of Linking Health and Social Data in Brazil. International Journal of Population Data Science (IJPDS). November 2019.

ALI, M. Sanni; ICHIHARA, Maria; LOPES, Luciane; BARBOSA, George; PITA, Robespierre; CARREIRO, Roberto; SANTOS, Djanilson; RAMOS, Dandara; BISPO, Nivea Bispo; RAYNAL, Fabiana; CANUTO, Vania; ALMEIDA, Bethania; FIACCONE, Rosemeire; BARRETO, Marcos; SMEETH, Liam; BARRETO, Mauricio. Administrative data linkage in Brazil: potentials for health technology assessment. Frontiers in Pharmacology. September 2019.

BORATTO, Murilo; ALONSO, Pedro; PINTO, Clicia; MELO, Pedro; BARRETO, Marcos; DENAXAS, Spiros. Exploring hybrid parallel systems for probabilistic record linkage. Journal of Supercomputing. March 2019.

PITA, Robespierre; PINTO, Clicia; SENA, Samila; FIACCONE, Rosemeire; AMORIM, Leila; REIS, Sandra; BARRETO, Mauricio; DENAXAS, Spiros; BARRETO, Marcos. On the accuracy and scalability of probabilistic data linkage over the Brazilian 114 million cohort. Journal of Biomedical and Health Informatics. March 2018.

BARRETO, Marcos; DENAXAS, Spiros. Treating heterogeneity and uncertainty in data integration: study on Brazilian healthcare databases. International Journal of Population Data Science (IJPDS), April 2017.

PITA, Robespierre; PINTO, Clicia; BARRETO, Marcos; SENA, Samila; FIACCONE, Rosemeire; AMORIM, Leila; BARRETO, Mauricio. Design and evaluation of probabilistic record linkage methods supporting the Brazilian 100-million cohort initiative. International Journal of Population Data Science (IJPDS), April 2017

BARRETO, Marcos; ALVES, André; SENA, Samila; FIACCONE, Rosemeire; AMORIM, Leila; ICHIHARA, Maria; BARRETO, Mauricio. Assessing the accuracy of probabilistic record linkage of huge Brazilian healthcare databases. International Journal of Population Data Science (IJPDS), April 2017.

BORATTO, M.; ALONSO, P; GIMENÉZ, D.; BARRETO, M. Automatic routine tuning to represent landform attributes on multicore and multi-GPU systems. Journal of Supercomputing, March 2014.

HAIDEGGER, T.; BARRETO, M. E; GONÇALVES, P. J. S.; HABIB, M.; RAGAVAN, V.; LI, H.; VACCARELLA, A.; PERRONE, R.; PRESTES, E. Applied ontologies and standards for service robots. Robotics and Autonomous Systems, November 2013.

PRESTES, E.; CARBONERA, J. L.; FIORINI, S. R.; JORGE, V. A. M.; ABEL, M.; MADHAVAN, R.; LOCORO, A.; GONÇALVES, P. J. S.; BARRETO, M.; HABIB, M.; CHIBANI, A.; GéRARD, S.; AMIRAT, Y.; SCHLENOFF, C. Towards a core ontology for Robotics and Automation. Robotics and Autonomous Systems, November 2013.

CHIBANI, A.; AMIRAT, Y.; MOHAMMED, S.; MATSON, E.; HAGITA, N.; BARRETO, Marcos. Ubiquitous robotics: recent challenges and future trends. Robotics and Autonomous Systems, November 2013.

Conference full papers

CALAIS-FERREIRA, Lucas C.; MENDONÇA, Everton M.; BARRETO, Marcos E.; DITE, Gillian M.; HICKEY, Martha; FERREIRA, Paulo H.; SCURRAH, Katrina J.; HOPPER, John L. Sex differences in infant mortality: a population data linkage study of Brazilian male-female twin pairs. International Population Data Linkage Network Conference (IPDLN 2020). Adelaide, Australia, 2020.

MENDONÇA, Everton; FERREIRA, Lucas; BARRETO, Marcos. Matched-pair analysis using machine learning to predict 1-year mortality in newborn twins. 20th Brazilian Symposium on Computing Applied to Health (SBCAS 2020). Salvador, Brazil, 2020. Proceedings (at SBC Open Lib)

BATISTA, Antonio; ARAUJO, Jonatas; BARRETO, Marcos. Prototyping and validating the CORA ontology: case study on a simulated reconnaissance mission. 16th Latin American Robotics Symposium (LARS 2019). Rio Grande, Brazil, 2019.

PITA, Robespierre; BORGES, Gabriela; BISPO, Nivea; ALMEIDA, Daniela; FIACCONE, Rosemeire; BARRETO, Marcos. K-fact: using the frequency factor for clustering categorical data. Brazilian Conference on Intelligent Systems (BRACIS 2019). Salvador, Brazil, 2019.

SIRONI, Alberto; BERTOLDO JUNIOR, Juracy; SAMPAIO, Vanderson; BARRETO, Marcos. Providing malaria analytics as a service. 9th International Conference on Cloud Computing and Services Science (CLOSER 2019). Heraklion, Greece, 2019.

GUBERT, Muriel; BUCCINI, Gabriela; BARRETO, Marcos. Early childhood development friendly index: assessing the enabling environment for Nurturing Care in Brazilian municipalities. Nutrition and Nurture in Infancy and Childhood (MAINN 2019). Grange-over-Sands, UK, 2019.

PITA, Robespierre; MENEZES, Luan; BARRETO, Marcos. Applying term frequency-based indexing to improve scalability and accuracy of probabilistic data linkage. 1st Latin America Data Science Workshop (LADaS 2018), Rio de Janeiro, 2018. (PDF)

GUTIERREZ, Felipe; GARCIA, Vinicius; CARDOSO, José Fernando; JAMIR, Thiago; RODRIGUES NETO, Josino; ASSAD, Rodrigo; BARRETO, Marcos. uStorage: a storage architecture to provide block-level storage through object-based storage. 6th European Conference on Service-Oriented and Cloud Computing (ESOCC 2017), Oslo, 2017.

OLSZEWSKA, Joanna; CARBONERA, Joel; OLIVARES-ALARCO, Alberto; FIORINI, Sandro; HABIB, Maki; REDFIELD, Signe; KHAMIS, Alaa; BERMEJO-ALONSON, Julita; GONÇALVES, Paulo; RAGAVAN, Veera; CHIBANI, Abdelghani; PRESTES, Edson; PIGNATON, Edison; BARRETO, Marcos; SANZ, Ricardo; SPENCER, Bruce; LI, Howard. Ontology for autonomous robotics. 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN 2017), Lisbon, 2017.

PITA, Robespierre; JESUS; Everton; REIS, Sandra; BARRETO, Marcos; DENAXAS, Spiros. A trainable model to assess the accuracy of probabilistic record linkage. 19th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2017), Lyon, 2017.

JESUS; Everton; BARRETO, Marcos; GUIMARÃES, Vinicius; SANTOS, Nelci; PITA, Samuel; BORATTO, Murilo. Accelerating docking simulation using multicore and GPU systems. 17th International Conference on Computational Science and Applications (ICCSA 2017), Trieste, 2017.

PINTO, Clicia; BORATTO, Murilo; ALONSO, Pedro; BARRETO, Marcos. Scaling probabilistic record linkage on multicore and multi-GPU system. 17th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE 2017), Cadiz, 2017.

PINTO, Clicia; PITA, Robespierre; BARBOSA, George; ARAÚJO, Bruno; BERTOLDO, Juracy; SENA, Samila; REIS, Sandra; FIACCONE, Rosemeire; AMORIM, Leila; ICHIHARA, Maria Yuri; BARRETO, Mauricio; BARRETO, Marcos; DENAXAS, Spiros. Probabilistic integration of large Brazilian socioeconomic and clinical databases. 30th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2017), Thessaloniki, 2017.

BALAKIRSKY, S.; SCHLENOFF, C.; FIORINI, S.; REDFIELD, S.; BARRETO, Marcos E.; NAKAWALA, H.; CARBONERA, J. L.; SOLDATOVA, L.; BERMEJO-ALONSO, J.; MAIKORE, F.; GONÇALVES, PAULO J. S.; MOMI, E.; RAGAVAN, V.; HAIDEGGER, T. Towards a robot task ontology standard. Manufacturing Science and Engineering Conference (MSEC 2017), Los Angeles, 2017.

PINTO, Clicia; BARRETO, Marcos; BORATTO, Murilo. Auto-tuning TRSM with an asynchronous task assignment model on multicore, multi-GPU and co-processor systems. 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2016), Agadir, 2016.

PINTO, Clicia; PITA, Robespierre; MELO, Pedro; SENA, Samila; BARRETO, Marcos. Correlação probabilística de bases de dados governamentais. 30th Brazilian Symposium on Databases (SBBD 2015), Petrópolis, 2015. (Artigo / Slides)

PITA, Robespierre; PINTO, Clicia; MELO, Pedro; Silva, Malu; BARRETO, Marcos; RASELLA, Davide. A Spark-based workflow for probabilistic record linkage of healthcare data. Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR - EDBT/ICDT 2015), Brussels, 2015. Available online at CEUR.

GUTIERREZ, Felipe; AZEVEDO, Danilo; BARRETO, Marcos; ZUCOLOTO, Rodrigo. Support for bioinformatics applications through volunteer and scalable computing frameworks. IEEE International Conference on Cluster Computing (CLUSTER 2014), pp. 364-370, Madri. 2014.

BORATTO, Murilo; ALONSO, Pedro; GIMÉNEZ, Domingo; BARRETO, Marcos; OLIVEIRA, Karolyne. Auto-tuning methodology to represent landform attributes on multicore and multi-GPU systems. International Workshop on Programming Models and Applications for Multicores and Manycores (PMAM - PPoPP 2013), Shenzhen. 2013.

CARBONERA, J. L., FIORINI, S. R., PRESTES, E., JORGE, V. A. M., ABEL, M., MADHAVAN, R., LOCORO, A., GONÇALVES, P. J. S., HAIDEGGER, T., BARRETO, M. E., SCHLENOFF, C. Defining position in a core ontology for robotics. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2013), Tokyo, 2013.

GUTIERREZ, Felipe O.; BARRETO, Marcos; GOMES, Antônio T. Providing volunteer computing at the infrastructure level to support e-Science applications. VII e-Science Workshop (BreSci - CSBC 2013), Maceió, 2013.

HAIDEGGER, T., BARRETO, M., GONÇALVES, P. J. S., HABIB, M., RAGAVAN, V., LI, H., VACCARELLA, A., PERRONE, R., SILVA JUNIOR, E. P. Robot ontologies for sensor- and image-guided robotic surgery systems. IEEE International Symposium on Robotic and Sensors Environments (ROSE 2013), Washington, 2013.

SÁ, A.; MACÊDO, R. J. A.; BARRETO, M. E.; NAVAUX, P. O. A.; BRASILEIRO, F. V. and others. Just-in-time clouds: uma abordagem para federação de clouds privadas. 31th Brazilian Symposium on Computer Networks and Distributed Systems (Salão de Ferramentas - SBRC 2013), Brasília, 2013.

BORATTO, Murilo C.; BARRETO, Marcos E.; COELHO, Leandro. Auto-tuning methodology to represent landform attributes on multicore and multi-GPU systems. II Workshop de Sistemas Distribuídos Autonômicos (WoSiDA - SBRC 2012), Ouro Preto, 2012.

BORATTO, Murilo; ALONSO, Pedro; RAMIRO, Carla; BARRETO, Marcos. Heterogeneous computational model for landform attributes representation on multicore and multi-GPU systems. In: 20th International Conference on Computational Science (ICCS 2012), Omaha, 2012.

HAIDEGGER, T., BARRETO, M. E., GONÇALVES, P. J. S., HABIB, M., RAGAVAN, V., SCHLENOFF, C., VACCARELLA, A., PRESTES, E. Nesting the context for pervasive robotics. Smart Gadgets Meet Ubiquitous and Social Robots on the Web (UbiRobots - UBICOMP 2012), Pittsburgh, 2012.

PRESTES, E., CHIBANI, A., SAFFIOTTI, A., SCHLENOFF, C., GÉRARD, S., SANZ, R., BARRETO, M. E., MADHAVAN, R., AMIRAT, Y. Towards an upper ontology and methodology for robotics and automation. Smart Gadgets Meet Ubiquitous and Social Robots on the Web (UbiRobots - UBICOMP 2012), Pittsburgh, 2012.

BORATTO, Murilo C.; BARRETO, Marcos E.; COELHO, Leandro; RAMIRO, Carla; ALONSO, Pedro. Parallel algorithm for landform attributes representation on multicore and multi-GPU systems. 12th International Conference on Computational Science and its Applications (ICCSA 2012), Salvador, 2012.

AMES, Marcelo; BARRETO, Marcos E.; NAVAUX, Philippe. A P2P-based model for high-performance grid computing. Congreso Internacional de Telemática y Telecomunicaciones (CITTEL 2006), Havana, 2006.

GONTARSKI, Marcos L.; BARRETO, Marcos E. Tolerância a falhas no modelo MultiCluster. Escola Regional de Redes de Computadores (ERRC 2005), Santa Cruz do Sul, 2005.

SILVA, Rafael; BARRETO, Marcos E.; ÁVILA, Rafael; NAVAUX, Philippe O. A. Collective communication in DECK parallel programming environment. International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS 2003), Montreal, 2003.

SILVA, Rafael; PICININ, Décio; BARRETO, Marcos E.; ÁVILA, Rafael B.; NAVAUX, Philippe; DIVÉRIO, Tiaraju A. Performance analysis of DECK collective communication service. Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2003), São Paulo, 2003.

OLIVEIRA, Fábio A. D.; DE ROSE, César A.; ÁVILA, Rafael B.; BARRETO, Marcos E.; NAVAUX, Philippe O. A. DECK-SCI: High-performance communication and multithreading for SCI clusters. International Conference on Cluster Computing (CLUSTER 2001), New Port Beach, 2001.

OLIVEIRA, Fábio A. D.; ÁVILA, Rafael B.; BARRETO, Marcos E.; NAVAUX, Philippe O. A. Low latency and zero copy message passing protocols for SCI-based clusters. Symposium on Computer Architecture and High Performance Processing (SBAC-PAD 2001), Pirenópolis, 2001.

DE ROSE, César A.; NOVAES, Ricardo; FERRETO, Tiago; OLIVEIRA, Fábio A. D.; BARRETO, Marcos E.; ÁVILA, Rafael B.; NAVAUX, Philippe O. A.; HEISS, Hans U. The Scalable Coherent Interface (SCI) as an alternative for cluster interconnection. Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2001), Pirenópolis, 2001.

DE ROSE, César A.; OLIVEIRA, Fábio A. D.; BLANCO, Fausto; BARRETO, Marcos E.; NAVAUX, Philippe O. A.; ÁVILA, Rafael B.; FERRETO, Tiago. Performance evaluation of DECK combining multithreading and communication on Myrinet and SCI clusters. International Conference on Parallel and Distributed Processing, Techniques and Applications (PDPTA 2001), Las Vegas, 2001.

OLIVEIRA, Fábio A. D.; BARRETO, Marcos E.; ÁVILA, Rafael B.; NAVAUX, Philippe O. A. A comparative study on low-level APIs for Myrinet and SCI-based clusters. 4th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2000), Orlando, 2000.

BARRETO, Marcos E.; ÁVILA, Rafael B.; OLIVEIRA, Fábio A. D.; CASSALI, Ricardo; NAVAUX, Philippe O. A. DECK: an environment for parallel programming on clusters of multiprocessors. Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2000), São Pedro, 2000.

BARRETO, Marcos E.; DE ROSE, César A.; ÁVILA, Rafael B.; NAVAUX, Philippe O. A.; FERRETO, Tiago; HEISS, Hans U. OptiSCI: a visual environment to optimize the placement of shared memory segments on a SCI cluster. Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2000), São Pedro, 2000.

SILVEIRA, André L.; ÁVILA, Rafael B.; BARRETO, Marcos E.; NAVAUX, Philippe O. A. DPC++: object-oriented programming applied to cluster computing. Parallel and Distributed Processing, Techniques and Applications (PDPTA 2000), Las Vegas, 2000.

BARRETO, Marcos E.; NAVAUX, Philippe O. A.; ÁVILA, Rafael B.; CASSALI, Ricardo. Group communication service for DECK - a communication kernel. Conferencia Latinoamericana de Informática (CLEI 2000), Atizapán de Zaragoza, 2000.

BARRETO, Marcos E.; ÁVILA, Rafael; CASSALI, Ricardo; NAVAUX, Philippe O. A. Implementation of the DECK environment with BIP. First Myrinet Users Group Conference (MUG 2000), Lyon, 2000.

BARRETO, Marcos E.; ÁVILA, Rafael B.; NAVAUX, Philippe O. A. The MultiCluster model to the integrated use of multiple workstation clusters. 15th International Parallel and Distributed Processing Symposium (IPDPS 2000), Cancún, 2000.

BARRETO, Marcos E.; NAVAUX, Philippe O. A.; RIVIERE, Michel P. DECK: a new model for a distributed executive kernel integrating communication and multithreading for support of distributed object-oriented applications with fault tolerance support. Congreso Argentino de Ciencias de la Computácion (CACiC 1998), Neuquén, 1998.

PILLA, Maurício L.; BARRETO, Marcos E.; CAVALHEIRO, Gerson G. H.; SANTOS, Rafael R.; NAVAUX, Philippe O. A. Suporte a tolerância a falhas no ambiente de programação DPC++. I Workshop de Tolerância a Falhas (WTF 1998), Porto Alegre, 1998.

BARRETO, Marcos E.; PILLA, Maurício L.; NAVAUX, Philippe. Implementação de um algoritmo de criação de checkpoints para a linguagem distribuída DPC++. Congresso Argentino de Ciencia de la Computación (CACiC 1997), La Plata, 1997.

PILLA, Maurício L.; BARRETO, Marcos E.; SANTOS, Rafael R.; CAVALHEIRO, Gerson G. H.; NAVAUX, Philippe O. A. Mecanismo de tolerância a falhas para a linguagem distribuída DPC++. Simpósio Brasileiro de Arquiteturas de Computadores e Processamento de Alto Desempenho (SBAC-PAD 1997), Campos do Jordão, 1997.

Conference short papers

CALAIS-FERREIRA, Lucas; MENDONÇA, Everton; BARRETO, Marcos. Novel approach to estimating sex differences unconfounded by familial factors from studying male-female twin pairs. (WCE 2021). Melbourne, Australia, 2021.

BUCCINI, Gabriela; BARRETO, Marcos.; PEDROSO, Jéssica; COELHO, Stefanie; SIRONI, Alberto; BERTOLDO, Juracy; GUBERT, Muriel. Early Childhood Development Friendly Index (IMAPI): Assessing the Enabling Environment for Nurturing Care in Brazilian Municipalities. (Nutrition 2020). Seatle, USA, 2020.

ALMEIDA, Bethania; SENA, Samila; PITA, Robespierre; TELES, Carlos; LIMA, Maira; CABRAL, Liliana; BARRETO, Marcos; ICHIHARA, Maria Yury; BARRETO, Mauricio. Linked administrative data governance: potentials and challenges for public health research purposes. Second Latin American and the Caribbean Scientific Data Management Workshop (LAC SDM 2020). São Paulo, Brazil, 2020.

PITA, Robespierre; SENA, Samila; CABRAL, Liliana; TELES, Carlos; ALMEIDA, Bethania; BARRETO, Marcos; BARRETO, Mauricio; ICHIHARA, Maria Yury. Enabling the health research on huge administrative data: The CIDACS' 100 Million Brazilian Cohort platform study case. Second Latin American and the Caribbean Scientific Data Management Workshop (LAC SDM 2020). São Paulo, Brazil, 2020.

SIRONI, Alberto; BERTOLDO, Juracy; BARRETO, Marcos. Integração e mineração visual de dados para estudo da malária no Brasil. 54^o Congresso da Sociedade Brasileira de Medicina Tropical (MEDTROP 2018), Recife, 2018. (PDF)

SIRONI, Alberto; BARRETO, Marcos; BERTOLDO, Juracy; CONCEIÇÃO, Daniel; SAMPAIO, Vanderson. Linking surveillance and climate data to combat malaria. International Population Data Linkage Conference (IPDLN 2018), Alberta, 2018.

MENDES, André; FIACCONE, Rosemeire; AMORIM, Leila; BARRETO, Marcos; SANTOS JUNIOR, Juracy; SIRONI, Alberto; EUSTORGIO FILHO, Marcos. Interactive data visualization of malaria using R Shiny. Simpósio Nacional de Probabilidade e Estatística (SINAPE 2018), São Pedro, 2018. (Abstract)

MOURA, Diêgo B. M.; BARRETO, Marcos E.; PETRUCCI, Vinicius. Aprendizado por Reforço em Arquiteturas big.LITTLE. 4a Escola Regional de Alto Desempenho - Região Nordeste (ERAD-NE 2017), Salvador, 2017.

BARRETO, Marcos; DENAXAS, Spiros. Large-scale data fusion of Brazilian socioeconomic and public health databases. The Royal Society Research Fellows' Conference 2017, London, 2017. (Slides)

Robespierre; SENA, Samila; FIACCONE, Rosemeire; AMORIM, Leila; BARRETO, Mauricio; BARRETO, Marcos; DENAXAS, Spiros. Applying machine learning to improve the accuracy of probabilistic linkage. Annual Conference of the Administrative Data Research Network (ADRN 2017), Edinburgh, 2017. (Abstract / Slides)

BARRETO, Marcos; PINTO, Clicia; PITA, Robespierre; REIS, Sandra; SENA, Samila; FIACCONE, Rosemeire; AMORIM, Leila; BARRETO, Mauricio; DENAXAS, Spiros. Assessing the accuracy of probabilistic record linkage applied to the Brazilian 100 million cohort project. International Conference on Biomedical and Health Informatics (BHI 2017), Orlando, 2017. (Slides / Poster)

Recipient of Best Poster and
Rapid Fire Presentation Award.

FIACCONE, Rosemeire; AMORIM, Leila; BARRETO, Mauricio; BARRETO, Marcos. A Estatística na pesquisa em big data. Congresso UFBA 70 Anos, Salvador, 2016. (Resumo)

ALVES, André; SENA, Samila; FIACCONE, Rosemeire; AMORIM, Leila; BARBOSA, George; BARRETO, Marcos; BARRETO, Mauricio. Avaliação de acurácia em procedimentos de linkage probabilístico em grandes bases de dados. 61^a Reunião Anual da Região Brasileira da Sociedade Internacional de Biometria (RBras 2016), Salvador, 2016. (Poster)

BARRETO, Mauricio; ICHIHARA, Maria; FIACCONE, Rosemeire; AMORIM, Leila; BARRETO, Marcos; RODRIGUES, Laura; SMEETH, Liam; HARRON, Katie; DENAXAS, Spiros. Assessing the impact of social policies on health in Brazil: the 100 million cohort project. 2nd UCL Workshop on the Theory of Big Data, London, 2016. (PDF)

SAMPAIO, Leobino; REBOUÇAS, Luciano; BARRETO, Marcos; MARTINS, Romildo; FREITAS, Allan Edgard. BAMBU: A metropolitan innovation testbed for promoting future internet research. SwitchOn Workshop, São Paulo, 2015. (Proceedings / Slides)

BORATTO, Murilo; ALONSO, Pedro; GIMéNEZ, Domingo; BARRETO, Marcos. Automatic routine tuning to represent landform attributes on multicore and multi-GPU systems. 13th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE 2013), Almeria, 2013.

DANTAS, Robespierre; BARRETO, Marcos. Análise comparativa de ambientes e linguagens para computação intensiva de dados na nuvem. Escola Regional de Alto Desempenho - Região Nordeste (ERAD-NE 2013), Salvador, 2013.

PINTO, Clícia; CHAGAS, Amanda; BARRETO, Marcos. Análise comparativa de propostas de dependabilidade aplicadas à computação intensiva de dados. Escola Regional de Alto Desempenho - Região Nordeste (ERAD-NE 2013), Salvador, 2013.

GOMES, Antônio T.; BRASILEIRO, Francisco V.; BARRETO, Marcos E. GT-MC²: minha cloud científica. XIII Workshop da Rede Nacional de Ensino e Pesquisa (WRNP - SBRC 2012), Ouro Preto, 2012.

SOARES, Rodrigo; BARRETO, Marcos E. Computação em nuvem com o Google App Engine. Escola Regional de Alto Desempenho (ERAD-RS 2010), Passo Fundo, 2010.

FREITAS, Eduardo S.; BARRETO, Marcos E. Desenvolvimento de um serviço de notificação de eventos em redes par-a-par. Escola Regional de Alto Desempenho (ERAD-RS 2006), Ijuí, 2006.

Book chapters

BORATTO, Murilo C.; BARRETO, Marcos E.; LESSA, Ivan. Computação paralela e distribuída utilizando sistemas multicore e multi-GPU. Sistemas computacionais. 1 ed. Porto Alegre: Sociedade Brasileira de Computação, 2013, v. 1, p. 30-60.

BORATTO, Murilo C.; LEAL, Brauliro G.; BARRETO, Marcos E.; NERY, Jesse; COELHO, Leandro. Modelagem computacional da espacialização de variáveis meteorológicas na região agrícola do Vale do Rio São Francisco. Pesquisas Aplicadas em Modelagem Matemática. 1 ed. Ijuí: Unijuí, 2012, v.1, p. 30-40.

BORATTO, Murilo C.; LEAL, Brauliro G.; BARRETO, Marcos E.; BONFIM, Tiago; COELHO, Leandro. Modelagem computacional da espacialização do relevo na região agrícola do Vale do Rio São Francisco. Pesquisas Aplicadas em Modelagem Matemática. 1 ed. Ijuí: Unijuí, 2012, v.1, p. 10-20.

VARGAS, Patrícia K.; BARRETO, Marcos E. Gerência de recursos em ambientes de grade. Anais da V Escola Regional de Alto Desempenho (ERAD-RS 2005). Porto Alegre: SBC, 2005, v.1, p. 123-152.

Edited books

AMBRÓSIO, Paulo Eduardo; COSTA, Cristiano André; BARRETO, Marcos Ennes. Anais Principais do XX Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2020). Porto Alegre: SBC, 2020, vi. 511p. SBC Open Lib

SAADE, Débora Christina M.; PITA, Robespierre D. R. Livro de Minicursos do SBCAS 2020. Coordenação Geral: Paulo Eduardo Ambróosio (UESC), Marcos Ennes Barreto (UFBA), Porto Alegre: SBC, 2020, vi. 193p. (PDF)

PETRUCCI, Vinicius; FREITAS, Alan Edgar Anais da IV Escola Regional de Alto Desempenho - Região Nordeste (ERAD-NE 2017). Salvador: UFBA, 2017. (Website)

RAMOS FILHO, Heitor; PEREIRA, Leonardo; FREITAS, Alan Edgar Anais da III Escola Regional de Alto Desempenho - Região Nordeste (ERAD-NE 2015). Maceió: UFAL, 2015. (Website)

FREITAS, Alan Edgar; BARRETO, Marcos E. Anais da II Escola Regional de Alto Desempenho - Região Nordeste (ERAD-NE 2013). Salvador: IFBA, 2013. (Website)

BARRETO, Marcos E. Anais da I Escola Regional de Alto Desempenho - Região Nordeste (ERAD-NE 2011). Ilhéus: UESC, 2011. (Website)

BARRETO, Marcos E.; SIQUEIRA, Mozart L.; YAMIN, Adenauer C. Anais da V Escola Regional de Alto Desempenho (ERAD-RS 2005). Porto Alegre: SBC, 2005, vi 204p. (Website)