Publication

A Conceptual View on Trajectories
MTCProv: a practical provenance query framework for many-task scientific computing
Applying Provenance to Protect Attribution in Distributed Computational Scientific Experiments. In Provenance and Annotation of Data and Processes
Y-DB: Managing scientific hypotheses as uncertain data
BaMBa: towards the integrated management of Brazilian marine environmental data
Managing Scientific Hypotheses as Data with Support for Predictive Analytics
A note on the complexity of the causal ordering problem
On MultiAspect Graphs
MobHet: Predicting Human Mobility Using Heterogeneous Data Sources
GeNNet: an integrated platform for unifying scientific workflows and graph databases for transcriptome data analysis
BioWorkbench: a high-performance framework for managing and analyzing bioinformatics experiments
Understanding Human Mobility and Workload Dynamics Due To Different Large-Scale Events Using Mobile Phone Data
Graph-Based Skill Acquisition for Reinforcement Learning
Towards Optimizing the Execution of Spark Scientific Workflows Using Machine Learning based Parameter Tuning
New perspectives on analysing data from biological collections based on social network analytics
Efficient Network Seeding under Variable Node Cost and Limited Budget for Social Networks
SUQ2 : Uncertainty Quantification Queries over Large Spatio-temporal Simulations
Projection of hospitalization by COVID-19 in Brazil following different social distance policies
BioinfoPortal: A scientific gateway for integrating bioinformatics applications on the Brazilian national high-performance computing network
CoVeC: Coarse-Grained Vertex Clustering for Efficient Community Detection in Sparse Complex Networks
An analysis of malaria in the Brazilian Legal Amazon using divergent association rules
You Shall not Pass: Avoiding Spurious Paths in Shortest-Path Based Centralities in Multidimensional Complex Networks
A Survey of Biodiversity Informatics: Concepts, Practices and Challenges
STConvS2S: Spational Convutional Sequence to Sequence Network for Weather Forecasting
Tactful Networking: Humans in the Communication Loop
SAVIME: An Array DBMS for Simulation Analysis and ML Models Prediction
Algorithmic Information Distortions in Node-Aligned and Node-Unaligned Multidimensional Networks
Emergence and algorithmic information dynamics of systems and observers
Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results
Efficient information diffusion in time-varying graphs through deep reinforcement learning
A Unifying Model for Representing Time-Varying Graphs
Database System Support of Simulation Data
TARS: An Array Model with Rich Semantics for Multidimensional Data
Point pattern search in big data
Constellation Queries over Big Data
SDN-Based Architecture for Providing Quality of Service to High Performance Distributed Applications
Dealing with categorical missing data using CleanerR
Deep Learning Application for Plant Classification on Unbalanced Training Set
A conceptual vision toward the management of Machine Learning models
SAVIME: A Database Management System for Simulation Data Analysis and Visualization
Machine Learning and Knowledge Graph Inference
An Algorithmic Information Distortion in Multidimensional Networks Cria
DJEnsemble: a Cost-Based Selection and Allocation of a Disjoint Ensemble of Spatio-temporal Models
Requirements for an Ontology of Digital Twins
Managing Sparse Spatio-Temporal Data in SAVIME: An Evaluation of the Ph-tree Index
Method for Treating Anomalies in Multivariate Time Series
A Data-Driven Model Selection Approach toSpatio-Temporal Prediction