Fábio Porto
Orcid: 0000-0002-4597-4832Affiliations:
- National Laboratory of Scientific Computing (LNCC), DEXL Lab, Petrópolis, RJ, Brazil
- EPFL Lausanne, School of Computer and Communication Sciences, Switzerland
According to our database1,
Fábio Porto
authored at least 132 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on orcid.org
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on dexl.lncc.br
On csauthors.net:
Bibliography
2024
BMC Bioinform., December, 2024
Trans. Large Scale Data Knowl. Centered Syst., 2024
A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring.
Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Online Event Detection in Streaming Time Series: Novel Metrics and Practical Insights.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
2023
Trans. Large Scale Data Knowl. Centered Syst., 2023
Trans. Large Scale Data Knowl. Centered Syst., 2023
Data Science Platform Applied to Health in Contribution to the Brazilian Unified Health System.
Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.
Proceedings of the 38th Brazilian Symposium on Databases, 2023
2022
Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results.
Supercomput. Front. Innov., 2022
Proceedings of the 37th Brazilian Symposium on Databases, 2022
Proceedings of the 37th Brazilian Symposium on Databases, 2022
Forward and Backward Inertial Anomaly Detector: A Novel Time Series Event Detection Method.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
New Gener. Comput., 2021
J. Inf. Data Manag., 2021
STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting.
Neurocomputing, 2021
Algorithmic Probability of Large Datasets and the Simplicity Bubble Problem in Machine Learning.
CoRR, 2021
Towards optimizing the execution of spark scientific workflows using machine learning-based parameter tuning.
Concurr. Comput. Pract. Exp., 2021
DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models.
Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021
Proceedings of the 36th Brazilian Symposium on Databases, 2021
Proceedings of the 36th Brazilian Symposium on Databases, 2021
Proceedings of the 36th Brazilian Symposium on Databases, 2021
Proceedings of the Joint Proceedings of the Semantics co-located events: Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins co-located with Semantics 2021, 2021
2020
J. Inf. Data Manag., 2020
An analysis of malaria in the Brazilian Legal Amazon using divergent association rules.
J. Biomed. Informatics, 2020
BioinfoPortal: A scientific gateway for integrating bioinformatics applications on the Brazilian national high-performance computing network.
Future Gener. Comput. Syst., 2020
Distributed Parallel Databases, 2020
IEEE Data Eng. Bull., 2020
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models.
CoRR, 2020
2019
Knowl. Based Syst., 2019
SAVIME: A Multidimensional System for the Analysis and Visualization of Simulation Data.
CoRR, 2019
Proceedings of the 34th Brazilian Symposium on Databases, 2019
Proceedings of the ER Forum and Poster & Demos Session 2019 on Publishing Papers with CEUR-WS co-located with 38th International Conference on Conceptual Modeling (ER 2019), 2019
Towards a Science Gateway for Bioinformatics: Experiences in the Brazilian System of High Performance Computing.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019
2018
Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project.
Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018
Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018
Proceedings of the 5th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2018
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018
Rumo à Integração da Álgebra de Workflows com o Processamento de Consulta Relacional.
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Big Data Analytics and Knowledge Discovery, 2018
Proceedings of the 10th International Conference on Computer Supported Education, 2018
2017
PeerJ Prepr., 2017
ParallelNACluster: Uma estratégia paralela de clusterização para o casamento de múltiplos catálogos.
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017
A framework for benchmarking machine learning methods using linear models for univariate time series prediction.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the ER Forum 2017 and the ER 2017 Demo Track co-located with the 36th International Conference on Conceptual Modelling (ER 2017), Valencia, Spain,, 2017
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017
2016
Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016
2015
Int. J. Web Inf. Syst., 2015
Comput. Sci. Eng., 2015
Avaliação da Localidade de Dados Intermediários na Execução Paralela de Workflows Bigdata.
Proceedings of the XXX Simpósio Brasileiro de Banco de Dados, 2015
Managing Simulation Data with Multidimensional Arrays.
Proceedings of the XXX Simpósio Brasileiro de Banco de Dados, 2015
2014
Conceptual View Representation of the Brazilian Information System on Antarctic Environmental Research.
Data Sci. J., 2014
Design-theoretic encoding of deterministic hypotheses as constraints and correlations into U-relational databases.
CoRR, 2014
Managing large-scale scientific hypotheses as uncertain data with support for predictive analytics.
CoRR, 2014
Proceedings of the XXIX Simpósio Brasileiro de Banco de Dados, 2014
Proceedings of the 10th IEEE International Conference on e-Science, 2014
2013
Trans. Large Scale Data Knowl. Centered Syst., 2013
Concurr. Comput. Pract. Exp., 2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013
Proceedings of the ICEIS 2013, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
A Lattice-Theoretic Approach for Representing and Managing Hypothesis-driven Research.
Proceedings of the 7th Alberto Mendelzon International Workshop on Foundations of Data Management, 2013
2012
Concurr. Comput. Pract. Exp., 2012
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012
Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies, 2012
Proceedings of the Second International Workshop on Linked Science 2012, 2012
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012
Proceedings of Joint V Seminar on Ontology Research in Brazil and VII International Workshop on Metamodels, 2012
Proceedings of the Advances in Conceptual Modeling, 2012
Proceedings of the Database and Expert Systems Applications, 2012
Proceedings of the 6th Alberto Mendelzon International Workshop on Foundations of Data Management, 2012
2011
Int. J. Bus. Data Commun. Netw., 2011
Proceedings of the WORKS'11, 2011
2010
Proceedings of the 8th International Workshop on Middleware for Grids, 2010
Proceedings of the iiWAS'2010, 2010
2009
Proceedings of the XXIV Simpósio Brasileiro de Banco de Dados, 2009
2008
Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008
Proceedings of the 2008 EDBT Workshop on Database Technologies for Handling XML Information on the Web, 2008
Proceedings of the Evolution of Conceptual Modeling, 2008
2007
Int. J. Knowl. Learn., 2007
Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
Int. J. Bus. Process. Integr. Manag., 2006
Concurr. Comput. Pract. Exp., 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
Proceedings of the On the Move to Meaningful Internet Systems 2005: CoopIS, 2005
Proceedings of the Data Management in Grids, First VLDB Workshop, 2005
2004
Concurr. Pract. Exp., 2004
Query Processing in ROSA Data Model.
Proceedings of the XIX Simpósio Brasileiro de Bancos de Dados, 2004
Proceedings of the 2nd Workshop on Middleware for Grid Computing, 2004
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004
Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004
2003
Cherry Picking: A Semantic Query Processing Strategy for the Evaluation of Expensive Predicates.
Proceedings of the XVIII Simpósio Brasileiro de Bancos de Dados, 2003
Uma Máquina Extensível para Suporte a Novos Modelos de Execução de Consultas.
Proceedings of the XVIII Simpósio Brasileiro de Bancos de Dados, 2003
Proceedings of the PGLDB'2003, 2003
An Ontology-Based Approach for Organizing, Sharing, and Querying Knowledge Objects on the Web.
Proceedings of the 14th International Workshop on Database and Expert Systems Applications (DEXA'03), 2003
2002
Configurable Data Integration Middleware System.
J. Braz. Comput. Soc., 2002
2001
Configurable Data Integration Middleware System.
Proceedings of the International Workshop on Information Integration on the Web, 2001
Processing Queries with Expensive Functions and Large Objects in Distributed Mediator Systems.
Proceedings of the 17th International Conference on Data Engineering, 2001
1999
Proceedings of the TOOLS 1999: 30th International Conference on Technology of Object-Oriented Languages and Systems, Delivering Quality Software, 1999
1998
Proceedings of the TOOLS 1998: 26th International Conference on Technology of Object-Oriented Languages and Systems, 1998