Tools

Software

AtyImo - Probabilistic record linkage for massive administrative datasets.
AtyImo implements data preprocessing (harmonization, cleaning, blocking and anonymization), determinitisc and probabilistic record linkage and machine learning-based accuracy assessment. It runs over Spark or hybrid parallel architectures (OpenMP + CUDA).
Download:
Related publications: go to Publications page and search for 'linkage' or 'data integration' to see our publications on this topic.

CIDACS-RL - Indexing search and scoring-based record linkage system.
CIDACS-RL is a novel iterative deterministic record linkage algorithm based on a combination of indexing search and scoring algorithms (provided by Apache Lucene).
Download:

Data visualization tool

COVID-19 - Mathematical modeling and data visualization.
Partnership among CIDACS (FIOCRUZ) and UFBA to aggregate data, design prediction models and a visual mining dashboard related to COVID-19 in Brazil.
Access: here.

IMAPI - Early Childhood Development Friendly Index.
Partnership among University of Brasília, UFBA and Yale to build a performance index based on the five domains of the Nurturing Care Framework to all the 5,570 Brazilian municipalities.
See our videos: video 1 / video 2.
Website (including access to IMAPI dataset)
Visual mining dashboard

Visual mining and predictive analysis of malaria data.
This tool allows for descriptive and some predictive analysis over the National Database of Malaria Episodes.
Aggregated data from SIVEP (malaria surveillance data from the Amazonian region), SINAN-Malaria (malaria surveillance data from extra-Amazonian region), SIM (mortality data), climate data and Vetores-Malaria (vector control data).
Access: temporarily hosted here.
Related publications: CLOSER 2019, MEDTROP 2018, IPDLN 2018, SINAPE 2018

Standards

IEEE Standard 1872-2015.
A core ontology that specifies the main, most general concepts, relations, and axioms of robotics and automation (R&A) is defined in this standard, which is intended as a reference for knowledge representation and reasoning in robots, as well as a formal reference vocabulary for communicating knowledge about R&A between robots and humans. This standard is composed of a core ontology about R&A, called CORA, together with other ontologies that give support to CORA.
Download: standard document , CORA implementation
Related publications: the main publication about CORA ontology .
Go to Publications page and search for 'ontology' or 'robotic' to see our publications on this topic.