However, it is critical that researchers building open-source datasets explicitly engage in a rigorous evaluation process of both the source(s) and information gathered (Ackerman and Pinson 2016).
[One methylation signature gene, LRCC26, was not represented on the Affymetrix and was not included in our analysis.] This geneset was then used to carry out geneset enrichment analysis (GSEA) of an open source dataset derived from Affymetrix microarray analysis of 76 ER+ and 53 ER− primary breast tumors [8] (GEO accession number: GSE5460).
We used two open source datasets from the Integrated Public Use Microdata Series (Minnesota Population Center, Integrated public use microdata series international: Version 5.0., 2009, https://international.ipums.org), the US and Brazil census datasets with 370,000 and 190,000 records collected in the US and Brazil, respectively.
The evaluation of the proposed work will also be shown on the open-source Dodgers dataset, available from the UCI Machine Learning repository [22],[22].
Additionally, the framework has been evaluated against the open-source Dodgers dataset, available at the UCI machine learning repository, and against the R statistical toolbox.
The project, known internally as "Palimpsest" will become a home for terabytes of open-source scientific datasets built on the data visualization technology from Trendalyzer.
The idea is to create a home for terabytes of open-source scientific datasets built on the data visualization technology from Trendalyzer.
This question is studied using a dataset extracted from open-source software project repositories.
The experiments are conducted on an open source EEG dataset that was recorded in Bonn University [17].
Comma.ai, the startup that George Hotz (aka Geohotz) founded to show that making driverless vehicles could done relatively cheaply using off-the-shelf components and existing vehicles, has open-sourced a dataset of 7.25 hours of highway driving.
For an extended description and a study on the impact in the quality of the produced point cloud using the reduced set of tie-points, the reader can refer to the online report of the project "Improving Open-Source Photogrammetric Workflows for Processing Big Datasets" funded by the Netherlands eScience Center [25].
