Object Life-Cycles in Active Relational Databases. - Fábio Porto 001; Mauricio J. V. Silva; Sergio E. R. de Carvalho (TOOLS (26), 1998)

Persistent Object Synchronization with Active Relational Databases. - Fábio Porto 001; Sergio E. R. de Carvalho; Mauricio J. V. de Silva; Rubens N. Melo (TOOLS (30), 1999)

Processing Queries with Expensive Functions and Large Objects in Distributed Mediator Systems. - Luc Bouganim; Françoise Fabret; Fábio Porto 001; Patrick Valduriez (ICDE, 2001)

Configurable Data Integration Middleware System. - Álvaro Cesar P. Barbosa; Fábio Porto 001 (Workshop on Information Integration on the Web, 2001)

Configurable Data Integration Middleware System. - Álvaro Cesar P. Barbosa; Fábio Porto 001; Rubens N. Melo (J. Braz. Comput. Soc., 2002)

An Ontology-Based Approach for Organizing, Sharing, and Querying Knowledge Objects on the Web. - Abílio Fernandes; Ana Maria de Carvalho Moura; Fábio Porto 001 (DEXA Workshops, 2003)

ROSA: A Data Model and Query Language for e-Learning Objects. - Fábio Porto 001; Ana Maria de Carvalho Moura; Adriana Pereira Fernandez; Abílio Fernandes; Fábio José Coutinho da Silva; Gilda Helena Bernardino de Campos; Laura Coutinho (PGLDB, 2003)

Uma Máquina Extensível para Suporte a Novos Modelos de Execução de Consultas. - Fausto V. M. Ayres; Fábio Porto 001; Rubens N. Melo (SBBD, 2003)

Cherry Picking: A Semantic Query Processing Strategy for the Evaluation of Expensive Predicates. - Fábio Porto 001; Eduardo Sany Laber; Patrick Valduriez (SBBD, 2003)

A workflow-based architecture for E-learning in the Grid. - Luiz Antônio M. Pereira; Rubens N. Melo; Fábio Porto 001; Bruno Schulze (CCGRID, 2004)

ROSA: A Repository of Objects with Semantic Access for e-Learning. - Fábio Porto 001; Ana Maria de Carvalho Moura; Fábio José Coutinho da Silva (IDEAS, 2004)

CoDIMS-G: a data and program integration service for the grid. - Vinícius Fontes; Bruno Schulze; Márcio L. Dutra; Fábio Porto 001; Álvaro Cesar P. Barbosa (Middleware for Grid Computing, 2004)

Query Processing in ROSA Data Model. - Fábio Coutinho; Fábio Porto 001 (SBBD, 2004)

CoDIMS: an adaptable middleware system for scientific visualization in Grids. - Fábio Porto 001; Gilson A. Giraldi; Jauvane C. de Oliveira; Rodrigo L. S. Silva; Bruno Schulze (Concurr. Pract. Exp., 2004)

An Adaptive Distributed Query Processing Grid Service. - Fábio Porto 001; Vinícius F. V. da Silva; Márcio L. Dutra; Bruno Schulze (DMG, 2005)

Reasoning on Dynamically Built Reasoning Space with Ontology Modules. - Fábio Porto 001 (OTM Conferences (2), 2005)

Symptoms Ontology for Mapping Diagnostic Knowledge Systems. - Robert Minchin; Fábio Porto 001; Christelle Vangenot; Sven Hartmann (CBMS, 2006)

An adaptive parallel query processing middleware for the Grid. - Vinícius F. V. da Silva; Márcio L. Dutra; Fábio Porto 001; Bruno Schulze; Álvaro Cesar P. Barbosa; Jauvane C. de Oliveira (Concurr. Comput. Pract. Exp., 2006)

A search engine for QoS-enabled discovery of semantic web services. - Le-Hung Vu; Manfred Hauswirth; Fábio Porto 001; Karl Aberer (Int. J. Bus. Process. Integr. Manag., 2006)

Dealing with Some Conceptual Data Model Requirements for Biological Domains. - José Antônio Fernandes de Macêdo; Fábio Porto 001; Sérgio Lifschitz; Philippe Picouet (AINA Workshops (1), 2007)

A Conceptual Data Model Language for the Molecular Biology Domain. - José Antônio Fernandes de Macêdo; Fábio Porto 001; Sérgio Lifschitz; Philippe Picouet (CBMS, 2007)

QEF - Supporting Complex Query Applications. - Fábio Porto 001; Othman Tajmouati; Vinícius F. V. da Silva; Bruno Schulze; Fausto V. M. Ayres (CCGRID, 2007)

An Extensible and Personalized Approach to QoS-enabled Service Discovery. - Le-Hung Vu; Fábio Porto 001; Karl Aberer; Manfred Hauswirth (IDEAS, 2007)

The ROSA project: leveraging e-learning to a semantic layer. - Fábio Porto 001; Ana Maria de Carvalho Moura; Fábio José Coutinho da Silva; Adriana Pereira Fernandez (Int. J. Knowl. Learn., 2007)

Data Model for Scientific Models and Hypotheses. - Fábio Porto 001; Stefano Spaccapietra (The Evolution of Conceptual Modeling, 2008)

Towards automatic generation of AXML web services for dynamic data integration. - Vânia M. P. Vidal; Fernando Cordeiro Lemos; Fábio Porto 001 (DataX@EDBT, 2008)

Towards a Scientific Model Management System. - Fábio Porto 001; José Antônio Fernandes de Macêdo; Javier Sanchez Tamargo; Yuanjian Wang Zufferey; Vânia Maria P. Vidal; Stefano Spaccapietra (ER Workshops, 2008)

A conceptual view on trajectories. - Stefano Spaccapietra; Christine Parent; Maria Luisa Damiani; José Antônio Fernandes de Macêdo; Fábio Porto 001; Christelle Vangenot (Data Knowl. Eng., 2008)

Functional Dependencies in OWL ABOX. - Jean-Paul Calbimonte; Fábio Porto 001; C. Maria Keet (SBBD, 2009)

Query processing in a three-level ontology-based data integration system. - João Carlos Pinheiro; Vânia Maria Ponte Vidal; José Antônio Fernandes de Macêdo; Eveline R. Sacramento; Marco A. Casanova; Fábio Porto 001 (iiWAS, 2010)

Optimizing the pre-processing of scientific visualization techniques using QEF. - Douglas Oliveira; Fábio Porto 001; Gilson A. Giraldi; Bruno Schulze; Raquel Coelho Gomes Pinto (MGC@Middleware, 2010)

Supporting dynamic parameter sweep in adaptive and user-steered workflow. - Jonas Dias; Eduardo S. Ogasawara; Daniel de Oliveira 001; Fábio Porto 001; Alvaro L. G. A. Coutinho; Marta Mattoso (WORKS@SC, 2011)

Query Processing in a Mediator Based Framework for Linked Data Integration. - Vânia Maria Ponte Vidal; José Antônio Fernandes de Macêdo; João Carlos Pinheiro; Marco A. Casanova; Fábio Porto 001 (Int. J. Bus. Data Commun. Netw., 2011)

An Algebraic Approach for Data-Centric Scientific Workflows. - Eduardo S. Ogasawara; Daniel de Oliveira 001; Patrick Valduriez; Jonas Dias; Fábio Porto 001; Marta Mattoso (Proc. VLDB Endow., 2011)

Towards Analytical Data Management for Numerical Simulations. - Ramon G. Costa; Fábio Porto 001; Bruno Schulze (AMW, 2012)

Dynamic Workload-Based Partitioning for Large-Scale Databases. - Miguel Liroz-Gistau; Reza Akbarinia; Esther Pacitti; Fábio Porto 001; Patrick Valduriez (DEXA (2), 2012)

A Scientific Hypothesis Conceptual Model. - Fábio Porto 001; Ana Maria de Carvalho Moura; Bernardo Gonçalves; Ramon G. Costa; Stefano Spaccapietra (ER Workshops, 2012)

Integrating Ecological Data Using Linked Data Principles. - Ana Maria de Carvalho Moura; Fábio Porto 001; Maira Poltosi; Daniele C. Palazzi; Regis Pires Magalhães; Vânia Maria P. Vidal (ONTOBRAS-MOST, 2012)

Desenvolvimento de Linked Data Mashups com o uso de LIDMS. - Regis Pires Magalhães; Macedo Sousa Maia; Vânia Maria Ponte Vidal; José Antônio Fernandes de Macêdo; José Maria Monteiro; Fábio André Machado Porto (SBBD (Short Papers), 2012)

On the Semantic Engineering of Scientific Hypotheses as Linked Data. - Bernardo Gonçalves; Fábio Porto 001; Ana Maria de Carvalho Moura (LISC@ISWC, 2012)

Evaluating parameter sweep workflows in high performance computing. - Fernando Chirigati; Vítor Silva 003; Eduardo S. Ogasawara; Daniel de Oliveira 001; Jonas Dias; Fábio Porto 001; Patrick Valduriez; Marta Mattoso (SWEET@SIGMOD, 2012)

A Representation Model for Virtual Machine Allocation. - Giacomo V. McEvoy; Fábio Porto 001; Bruno Schulze (UCC, 2012)

The Impact of Hypervisor Layer on Database Applications. - Daniel Yokoyama; Victor Dias de Oliveira; Henrique Kloh; Matheus Bandini; Fábio Porto 001; Bruno Schulze; Antonio Roberto Mury (UCC, 2012)

A metaphoric trajectory data warehouse for Olympic athlete follow-up. - Fábio Porto 001; Ana Maria de Carvalho Moura; Frederico C. da Silva; Adriana Bassini; Daniele C. Palazzi; Maira Poltosi; Luis Eduardo Viveiros de Castro; L. C. Cameron (Concurr. Comput. Pract. Exp., 2012)

Middleware for Clouds and e-Science. - Bruno Schulze; Rajkumar Buyya; Fábio Porto 001 (Concurr. Comput. Pract. Exp., 2012)

A Lattice-Theoretic Approach for Representing and Managing Hypothesis-driven Research. - Bernardo Gonçalves; Fábio Porto 001 (AMW, 2013)

Algebraic dataflows for big data analysis. - Jonas Dias; Eduardo S. Ogasawara; Daniel de Oliveira 001; Fábio Porto 001; Patrick Valduriez; Marta Mattoso (IEEE BigData, 2013)

QEF-LD - A Query Engine for Distributed Query Processing on Linked Data. - Regis Pires Magalhães; José Maria Monteiro; Vânia Maria P. Vidal; José Antônio Fernandes de Macêdo; Macedo Sousa Maia; Fábio Porto 001; Marco A. Casanova (ICEIS (1), 2013)

Projeto de banco de dados de simulações numéricas. - Ramon G. Costa; Fábio Porto 001; Bruno Schulze; Hermano Lustosa (SBBD (Short Papers), 2013)

Orbit: Efficient Processing of Iterations. - Douglas Ericson Marcelino de Oliveira; Fábio Porto 001 (SBBD (Short Papers), 2013)

Research lattices: towards a scientific hypothesis data model. - Bernardo Gonçalves; Fábio Porto 001 (SSDBM, 2013)

Chiron: a parallel engine for algebraic scientific workflows. - Eduardo S. Ogasawara; Jonas Dias; Vítor Silva 003; Fernando Seabra Chirigati; Daniel de Oliveira 001; Fábio Porto 001; Patrick Valduriez; Marta Mattoso (Concurr. Comput. Pract. Exp., 2013)

Data management for eScience in Brazil. - Fábio Porto 001; Bruno Schulze (Concurr. Comput. Pract. Exp., 2013)

Dynamic Workload-Based Partitioning Algorithms for Continuously Growing Databases. - Miguel Liroz-Gistau; Reza Akbarinia; Esther Pacitti; Fábio Porto 001; Patrick Valduriez (Trans. Large Scale Data Knowl. Centered Syst., 2013)

NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues. - Vinícius Pires de Moura Freire; Fábio André Machado Porto; José Antônio Fernandes de Macêdo; Reza Akbarinia (eScience Workshops, 2014)

Análise de Estratégias de Acesso a Grandes Volumes de Dados. - Douglas E. M. de Oliveira; Cristina Boeres; Fábio Porto 001 (SBBD, 2014)

Managing large-scale scientific hypotheses as uncertain data with support for predictive analytics. - Bernardo Gonçalves; Fábio Porto 001 (CoRR, 2014)

Design-theoretic encoding of deterministic hypotheses as constraints and correlations into U-relational databases. - Bernardo Gonçalves; Fábio Porto 001 (CoRR, 2014)

$Υ$-DB: A system for data-driven hypothesis management and analytics. - Bernardo Gonçalves; Frederico C. da Silva; Fábio Porto 001 (CoRR, 2014)

Conceptual View Representation of the Brazilian Information System on Antarctic Environmental Research. - Rocío Zorrilla; Maira Poltosi; Luiz M. R. Gadelha Jr.; Fábio Porto 001; Ana Maria de Carvalho Moura; A. Dalto; Helena P. Lavrado; Yocie Yoneshigue-Valentin; M. Tenório; E. Xavier (Data Sci. J., 2014)

Υ-DB: Managing scientific hypotheses as uncertain data. - Bernardo Gonçalves; Fábio Porto 001 (Proc. VLDB Endow., 2014)

Managing Simulation Data with Multidimensional Arrays. - Hermano Lustosa; Fábio Porto 001; Ramon G. Costa; Pablo Blanco; Patrick Valduriez (SBBD (Short Papers), 2015)

Avaliação da Localidade de Dados Intermediários na Execução Paralela de Workflows Bigdata. - Douglas E. M. de Oliveira; Cristina Boeres; Angelo Fausti; Fábio Porto 001 (SBBD, 2015)

Managing Scientific Hypotheses as Data with Support for Predictive Analytics. - Bernardo Gonçalves; Fábio Porto 001 (Comput. Sci. Eng., 2015)

A semantic integration approach to publish and retrieve ecological data. - Ana Maria de Carvalho Moura; Fábio Porto 001; Vânia Maria Ponte Vidal; Regis Pires Magalhães; Macedo Sousa Maia; Maira Poltosi; Daniele C. Palazzi (Int. J. Web Inf. Syst., 2015)

Modeling and Implementing Scientific Hypothesis. - Fábio Porto 001; Ramon G. Costa; Ana Maria de Carvalho Moura; Bernardo Gonçalves (J. Database Manag., 2015)

Spatial Sequential Pattern Mining for Seismic Data. - Riccardo Campisano; Fábio Porto 001; Esther Pacitti; Florent Masseglia; Eduardo S. Ogasawara (SBBD, 2016)

A note on the complexity of the causal ordering problem. - Bernardo Gonçalves; Fábio Porto 001 (Artif. Intell., 2016)

Database System Support of Simulation Data. - Hermano Lustosa; Fábio Porto 001; Pablo Blanco; Patrick Valduriez (Proc. VLDB Endow., 2016)

TARDIS: Optimal Execution of Scientific Workflows in Apache Spark. - Daniel Gaspar; Fábio Porto 001; Reza Akbarinia; Esther Pacitti (DaWaK, 2017)

Pre-processing and Indexing Techniques for Constellation Queries in Big Data. - Amir Khatibi; Fábio Porto 001; João Guilherme Nobre Rittmeyer; Eduardo S. Ogasawara; Patrick Valduriez; Dennis E. Shasha (DaWaK, 2017)

TARS: An Array Model with Rich Semantics for Multidimensional Data. - Hermano Lustosa; Fábio Porto 001; Noel Moreno Lemus; Patrick Valduriez (ER Forum/Demos, 2017)

A framework for benchmarking machine learning methods using linear models for univariate time series prediction. - Rebecca Salles; Laura Assis; Gustavo Paiva Guedes; Eduardo Bezerra 002; Fábio Porto 001; Eduardo S. Ogasawara (IJCNN, 2017)

Detecção de Anomalias no Transporte Rodoviário Urbano. - Ana Beatriz Cruz; João Antonio Ferreira; Bernardo Monteiro; Rafaelli Coutinho; Fábio Porto 001; Eduardo S. Ogasawara (SBBD (Short Papers), 2017)

ParallelNACluster: Uma estratégia paralela de clusterização para o casamento de múltiplos catálogos. - Vinícius Pires de Moura Freire; Fábio Porto 001; José A. F. de Macêdo (SBBD, 2017)

A Mixed Graph Framework to evaluate the complementarity of communication Tools. - Leonardo Carvalho; Eduardo Bezerra 002; Gustavo Paiva Guedes; Laura Assis; Leonardo Silva de Lima; Rafael Barbastefano; Artur Ziviani; Fábio Porto 001; Eduardo S. Ogasawara (PeerJ Prepr., 2017)

Evaluating the Complementarity of Communication Tools for Learning Platforms. - Leonardo Carvalho; Laura Assis; Leonardo Silva de Lima; Eduardo Bezerra 002; Gustavo Paiva Guedes; Artur Ziviani; Fábio Porto 001; Rafael Barbastefano; Eduardo S. Ogasawara (CSEDU (2), 2018)

Discovering Tight Space-Time Sequences. - Riccardo Campisano; Heraldo Borges; Fábio Porto 001; Fabio Perosi; Esther Pacitti; Florent Masseglia; Eduardo S. Ogasawara (DaWaK, 2018)

A Spatiotemporal Ensemble Approach to Rainfall Forecasting. - Yania Molina Souto; Fábio Porto 001; Ana Maria de Carvalho Moura; Eduardo Bezerra 002 (IJCNN, 2018)

Detecção de Anomalias Frequentes no Transporte Rodoviário Urbano. - Ana Beatriz Cruz; João Antonio Ferreira; Diego Carvalho 001; Eduardo Mendes; Esther Pacitti; Rafaelli Coutinho; Fábio Porto 001; Eduardo S. Ogasawara (SBBD, 2018)

Rumo à Integração da Álgebra de Workflows com o Processamento de Consulta Relacional. - João Antonio Ferreira; Jorge Soares 001; Fábio Porto 001; Esther Pacitti; Rafaelli Coutinho; Eduardo S. Ogasawara (SBBD, 2018)

Constellation Queries over Big Data. - Fábio Porto 001; Amir Khatibi; João N. Rittmeyer; Eduardo S. Ogasawara; Patrick Valduriez; Dennis E. Shasha (SBBD, 2018)

Automatic Caching Decision for Scientific Dataflow Execution in Apache Spark. - Vinicius M. Gottin; Edward Pacheco; Jonas Dias; Angelo E. M. Ciarlini; Bruno Costa 003; Wagner Vieira; Yania Molina Souto; Paulo F. Pires; Fábio Porto 001; João Guilherme Nobre Rittmeyer (BeyondMR@SIGMOD, 2018)

Point pattern search in big data. - Fábio Porto 001; João N. Rittmeyer; Eduardo S. Ogasawara; Alberto Krone-Martins; Patrick Valduriez; Dennis E. Shasha (SSDBM, 2018)

Computation of PDFs on Big Spatial Data: Problem & Architecture. - Ji Liu 003; Noel Moreno Lemus; Esther Pacitti; Fábio Porto 001; Patrick Valduriez (LADaS@VLDB, 2018)

Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project. - Patrick Valduriez; Marta Mattoso; Reza Akbarinia; Heraldo Borges; José J. Camata; Alvaro L. G. A. Coutinho; Daniel Gaspar; Noel Moreno Lemus; Ji Liu 003; Hermano Lustosa; Florent Masseglia; Fabrício Nogueira da Silva; et al. (LADaS@VLDB, 2018)

Towards In-transit Analysis on Supercomputing Environments. - Allan Santos; Hermano Lustosa; Fábio Porto 001; Bruno Schulze (CoRR, 2018)

Towards a Science Gateway for Bioinformatics: Experiences in the Brazilian System of High Performance Computing. - Kary Ann del Carmen Ocaña Gautherot; Marcelo Galheigo; Carla Osthoff; Luiz M. R. Gadelha Jr.; Antônio Tadeu A. Gomes; Daniel de Oliveira 001; Fábio Porto 001; Ana Tereza Ribeiro de Vasconcelos (CCGRID, 2019)

A Conceptual Vision Toward the Management of Machine Learning Models. - Daniel Nascimento Ramos da Silva; Adolfo Simões; Carlos Cardoso; Douglas E. M. de Oliveira; João N. Rittmeyer; Klaus Wehmuth; Hermano Lustosa; Rafael S. Pereira 001; Yania Molina Souto; Luciana E. G. Vignoli; Rebecca Salles; Heleno de S. C. Jr; et al. (ER Forum/Posters/Demos, 2019)

SAVIME: A Database Management System for Simulation Data Analysis and Visualization. - Hermano Lustosa; Fábio Porto 001; Patrick Valduriez (SBBD, 2019)

SAVIME: A Multidimensional System for the Analysis and Visualization of Simulation Data. - Hermano Lustosa; Fábio Porto 001 (CoRR, 2019)

Nonstationary time series transformation methods: An experimental review. - Rebecca Salles; Kele T. Belloze; Fábio Porto 001; Pedro H. Gonzalez; Eduardo S. Ogasawara (Knowl. Based Syst., 2019)

Prefácio. - Fábio Porto 001 (SBBD, 2020)

DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models. - Yania Molina Souto; Rafael S. Pereira 001; Rocío Zorrilla; Anderson Chaves da Silva; Brian Tsan; Florin Rusu; Eduardo S. Ogasawara; Artur Ziviani; Fábio Porto 001 (CoRR, 2020)

Estimation of COVID-19 under-reporting in Brazilian States through SARI. - Balthazar Paixão; Laís Baroni; Rebecca Salles; Luciana E. G. Escobar; Carlos de Sousa; Marcel Pedroso; Raphael de Freitas Saldanha; Rafaelli Coutinho; Fábio Porto 001; Eduardo S. Ogasawara (CoRR, 2020)

SUQ2: Uncertainty Quantification Queries over Large Spatio-temporal Simulations. - Noel Moreno Lemus; Fábio Porto 001; Yania Molina Souto; Rafael S. Pereira 001; Ji Liu 003; Esther Pacciti; Patrick Valduriez (IEEE Data Eng. Bull., 2020)

Parallel computation of PDFs on big spatial data using Spark. - Ji Liu 003; Noel Moreno Lemus; Esther Pacitti; Fábio Porto 001; Patrick Valduriez (Distributed Parallel Databases, 2020)

BioinfoPortal: A scientific gateway for integrating bioinformatics applications on the Brazilian national high-performance computing network. - Kary A. C. S. Ocaña; Marcelo Galheigo; Carla Osthoff; Luiz M. R. Gadelha Jr.; Fábio Porto 001; Antônio Tadeu A. Gomes; Daniel de Oliveira 001; Ana Tereza Ribeiro de Vasconcelos (Future Gener. Comput. Syst., 2020)

Spatial-time motifs discovery. - Heraldo Borges; Murillo Dutra; Amin Bazaz; Rafaelli Coutinho; Fabio Perosi; Fábio Porto 001; Florent Masseglia; Esther Pacitti; Eduardo S. Ogasawara (Intell. Data Anal., 2020)

An analysis of malaria in the Brazilian Legal Amazon using divergent association rules. - Laís Baroni; Rebecca Salles; Samella Salles; Gustavo Paiva Guedes; Fábio Porto 001; Eduardo Bezerra 002; Christovam Barcellos; Marcel Pedroso; Eduardo S. Ogasawara (J. Biomed. Informatics, 2020)

SAVIME: An Array DBMS for Simulation Analysis and ML Models Prediction. - Anderson Chaves da Silva; Hermano Lourenço Souza Lustosa; Daniel Nascimento Ramos da Silva; Fábio André Machado Porto; Patrick Valduriez (J. Inf. Data Manag., 2020)

Requirements for an Ontology of Digital Twins. - Claudio Daniel Tenorio de Barros; Rebecca Salles; Eduardo S. Ogasawara; Giancarlo Guizzardi; Fábio Porto 001 (SEMANTiCS (Posters & Demos), 2021)

Generalização de Mineração de Sequências Restritas no Espaço e no Tempo. - Antonio Castro; Heraldo Borges; Riccardo Campisano; Esther Pacitti; Fábio Porto 001; Rafaelli Coutinho; Eduardo S. Ogasawara (SBBD, 2021)

Managing Sparse Spatio-Temporal Data in SAVIME: an Evaluation of the Ph-tree Index. - Stiw Herrera; Larissa Miguez da Silva; Paulo Ricardo Reis; Anderson Silva; Fábio Porto 001 (SBBD, 2021)

SAGAD: Synthetic Data Generator for Tabular Datasets. - Henrique Matheus F. da Silva; Rafael S. Pereira 001; Fábio Porto 001 (SBBD, 2021)

DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models. - Rafael S. Pereira 001; Yania Molina Souto; Anderson Chaves da Silva; Rocío Zorilla; Brian Tsan; Florin Rusu; Eduardo S. Ogasawara; Artur Ziviani; Fábio Porto 001 (SSDBM, 2021)

Towards optimizing the execution of spark scientific workflows using machine learning-based parameter tuning. - Douglas E. M. de Oliveira; Fábio Porto 001; Cristina Boeres; Daniel de Oliveira 001 (Concurr. Comput. Pract. Exp., 2021)

Hyperspherical embedding for novel class classification. - Rafael S. Pereira 001; Alexis Joly; Patrick Valduriez; Fábio Porto 001 (CoRR, 2021)

Algorithmic Probability of Large Datasets and the Simplicity Bubble Problem in Machine Learning. - Felipe S. Abrahão; Hector Zenil; Fábio Porto 001; Klaus Wehmuth (CoRR, 2021)

STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting. - Rafaela Castro; Yania Molina Souto; Eduardo S. Ogasawara; Fábio Porto 001; Eduardo Bezerra 002 (Neurocomputing, 2021)

Frontmatter. - Maristela Terto de Holanda; Daniel Cardoso Moraes de Oliveira; Fábio Porto 001 (J. Inf. Data Manag., 2021)

Editorial. - Maristela Terto de Holanda; Daniel Cardoso Moraes de Oliveira; Fábio Porto 001 (J. Inf. Data Manag., 2021)

Managing Hypothesis of Scientific Experiments with PhenoManager. - Leonardo S. Ramos; Fábio Porto 001; Daniel de Oliveira 001 (J. Inf. Data Manag., 2021)

Estimation of COVID-19 Under-Reporting in the Brazilian States Through SARI. - Balthazar Paixão; Laís Baroni; Marcel Pedroso; Rebecca Salles; Luciana E. G. Escobar; Carlos de Sousa; Raphael de Freitas Saldanha; Jorge Soares 001; Rafaelli Coutinho; Fábio Porto 001; Eduardo S. Ogasawara (New Gener. Comput., 2021)

Forward and Backward Inertial Anomaly Detector: A Novel Time Series Event Detection Method. - Janio Lima; Rebecca Salles; Fábio Porto 001; Rafaelli Coutinho; Pedro Alpis; Luciana E. G. Escobar; Esther Pacitti; Eduardo S. Ogasawara (IJCNN, 2022)

Otimização de Dataflows em Frameworks de Big Data por meio do Reúso de Dados. - Gustavo Decarlo; Daniel de Oliveira 001; Fábio Porto 001 (SBBD, 2022)

Towards Robust Cluster-Based Hyperparameter Optimization. - Leonardo Izaú; Mariana Fortes; Vítor Ribeiro; Celso Marques; Carla Oliveira; Eduardo Bezerra 002; Fábio Porto 001; Rebecca Salles; Eduardo S. Ogasawara (SBBD, 2022)

TSPred: A framework for nonstationary time series prediction. - Rebecca Salles; Esther Pacitti; Eduardo Bezerra 002; Fábio Porto 001; Eduardo S. Ogasawara (Neurocomputing, 2022)

Fast Algorithms for Denial Constraint Discovery. - Eduardo H. M. Pena; Fábio Porto 001; Felix Naumann (Proc. VLDB Endow., 2022)

Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results. - Fábio Porto 001; Mariza Ferro; Eduardo S. Ogasawara; Thiago Moeda; Claudio Daniel Tenorio de Barros; Anderson Chaves da Silva; Rocío Zorrilla; Rafael Silva Pereira; Rafaela Nascimento Castro; João Victor Silva; Rebecca Salles; Augusto José Fonseca; et al. (Supercomput. Front. Innov., 2022)

Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning. - Vítor Ribeiro; Eduardo H. M. Pena; Raphael de Freitas Saldanha; Reza Akbarinia; Patrick Valduriez; Falaah Arif Khan; Julia Stoyanovich; Fábio Porto 001 (SBBD, 2023)

Data Science Platform Applied to Health in Contribution to the Brazilian Unified Health System. - Marcel Pedroso; Rebecca Salles; Raphael de Freitas Saldanha; Vinicius Kreischer de Almeida; Gabriel Souto; Balthazar Paixão; Sérgio Ricardo de Borba Cruz; Carlos Cardoso; Víctor Ribeiro; Raquel Gritz; Carmen Bonifácio; Matheus Miloski; et al. (VLDB Workshops, 2023)

SoftED: Metrics for Soft Evaluation of Time Series Event Detection. - Rebecca Salles; Janio Lima; Rafaelli Coutinho; Esther Pacitti; Florent Masseglia; Reza Akbarinia; Chao Chen 007; Jonathan M. Garibaldi; Fábio Porto 001; Eduardo S. Ogasawara (CoRR, 2023)

Life Science Workflow Services (LifeSWS): Motivations and Architecture. - Reza Akbarinia; Christophe Botella; Alexis Joly; Florent Masseglia; Marta Mattoso; Eduardo S. Ogasawara; Daniel de Oliveira 001; Esther Pacitti; Fábio Porto 001; Christophe Pradal; Dennis E. Shasha; Patrick Valduriez (Trans. Large Scale Data Knowl. Centered Syst., 2023)

TSPredIT: Integrated Tuning of Data Preprocessing and Time Series Prediction Models. - Rebecca Salles; Esther Pacitti; Eduardo Bezerra 002; Celso Marques; Carla Pacheco; Carla Oliveira; Fábio Porto 001; Eduardo S. Ogasawara (Trans. Large Scale Data Knowl. Centered Syst., 2023)

Discovering Denial Constraints in Dynamic Datasets. - Eduardo H. M. Pena; Fábio Porto 001; Felix Naumann (ICDE, 2024)

Subset Models for Multivariate Time Series Forecast. - Raphael de Freitas Saldanha; Víctor Ribeiro; Eduardo H. M. Pena; Marcel Pedroso; Reza Akbarinia; Patrick Valduriez; Fábio Porto 001 (ICDEW, 2024)

Online Event Detection in Streaming Time Series: Novel Metrics and Practical Insights. - Janio Lima; Lucas Giusti Tavares; Esther Pacitti; João Eduardo Ferreira; Ismael Santos 001; Isabela Guimarães Siqueira; Diego Carvalho 001; Fábio Porto 001; Rafaelli Coutinho; Eduardo S. Ogasawara (IJCNN, 2024)

REMD: A Novel Hybrid Anomaly Detection Method Based on EMD and ARIMA. - Jéssica Souza; Ellen Paixão Silva; Fernando Fraga; Laís Baroni; Ronaldo Fernandes Santos Alves; Kele T. Belloze; Joel A. F. dos Santos; Eduardo Bezerra 002; Fábio Porto 001; Eduardo S. Ogasawara (IJCNN, 2024)

A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring. - Vinicius Kreischer de Almeida; Douglas Ericson Marcelino de Oliveira; Claudio Daniel Tenorio de Barros; Gabriel dos Santos Scatena; Asdrubal N. Queiroz Filho; Fábio Levy Siqueira; Anna Helena Reali Costa; Edson Satoshi Gomi; Leonardo A. F. Mendoza; Evelyn Conceição Santos Batista; Cristian E. Muñoz; Isabela Guimarães Siqueira; et al. (MoDELS (Companion), 2024)

Cutoff Frequency Adjustment for FFT-Based Anomaly Detectors. - Ellen Paixão Silva; Helga Dolorico Balbi; Esther Pacitti; Fábio Porto 001; Joel A. F. dos Santos; Eduardo S. Ogasawara (SBBD, 2024)

Dual-Metric Clustering for Multivariate Time Series: KMeans with DTW and QuadTree with Entropy. - Samuel R. Torres; Raphael de Freitas Saldanha; Rocío Zorrilla; Vítor Ribeiro; Eduardo H. M. Pena; Fábio Porto 001 (SBBD, 2024)

SoftED: Metrics for soft evaluation of time series event detection. - Rebecca Salles; Janio Lima; Michel Reis; Rafaelli Coutinho; Esther Pacitti; Florent Masseglia; Reza Akbarinia; Chao Chen 007; Jonathan M. Garibaldi; Fábio Porto 001; Eduardo S. Ogasawara (Comput. Ind. Eng., 2024)

StreamEnsemble: Predictive Queries over Spatiotemporal Streaming Data. - Anderson Chaves da Silva; Eduardo S. Ogasawara; Patrick Valduriez; Fábio Porto 001 (CoRR, 2024)

A Data-Driven Model Selection Approach to Spatio-Temporal Prediction. - Rocío Zorrilla; Eduardo S. Ogasawara; Patrick Valduriez; Fábio Porto 001 (Trans. Large Scale Data Knowl. Centered Syst., 2024)

HIHISIV: a database of gene expression in HIV and SIV host immune response. - Raquel Lopes Costa; Luiz M. R. Gadelha Jr.; Mirela D'arc; Marcelo Ribeiro-Alves; David L. Robertson; Jean-Marc Schwartz; Marcelo A. Soares; Fábio Porto 001 (BMC Bioinform., 2024)

Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework. - Kaustubh Beedkar; Aurélien Bertrand; Haralampos Gavriilidis; Augusto José Fonseca; Zoi Kaoudi; Mingxi Liu; Volker Markl; Juri Petersen; Fábio Porto 001; Víctor Ribeiro; Mads Sejer Pedersen; Lucas Giusti Tavares; et al. (SIGMOD Conference Companion, 2025)

Generative AI and the transformation of Work in Latin America - Brazil. - Carmen Bonfacio; Fernando Schapachnik; Fábio Porto 001 (CoRR, 2025)

Towards a Spatiotemporal Fusion Approach to Precipitation Nowcasting. - Felipe Curcio; Pedro Castro; Augusto José Fonseca; Rafaela Castro; Raquel Franco; Eduardo S. Ogasawara; Victor Stepanenko; Fábio Porto 001; Mariza Ferro; Eduardo Bezerra 002 (CoRR, 2025)