As well as facilitating the exploitation of datasets by businesses, non-profit organisations and others for social and commercial purposes, the changes made in the Protection of Freedoms Act will support our commitment to open up government to greater public scrutiny and help to deliver better value for money in public spending.
Following these definitions, and considering exploitation of datasets with heterogeneous data types involved (either across studies or within studies) then tools such as Co-Inertia Analysis [ 30, 31], Generalized Singular Value Decomposition [ 32] and Integrative Bi-Clustering [ 33] among others are relevant.
TrED is therefore developed to the accurate interpretation and incisive exploitation of massive datasets.
Patrick O Brown, whom we interviewed on the revolutionary beginnings of open access [ 2], never thought the present system of peer review worked, and still doesn't: his vision at the start of the open access movement, inspired by the need for intelligent high-tech exploitation of large datasets, remains unfulfilled.
As inspired by [15], the presence of multi-level relevance information and hierarchical grouping of vessels may allow exploitation of MARVEL dataset for a further performance improvement for particular marine vessel recognition tasks in the future.
In this regard, RNAi in schistosomes [ 85, 86] provides new opportunities for focused exploitation of this dataset.
To facilitate such exploitation of our dataset further, we have mapped all loci to the Arabidopsis proteome by BLASTX alignment (cut off 1 × 10-10) withethe 27,416 peptide sequences in the TAIR database (version TAIR10), and have made these data freely available (see Additional file 3).
The platform is proposed as an example effort in tomato, and is described as a profitable approach for the exploitation of these challenging and precious datasets.
The BioSurfDB website makes available a number of computational tools to support the exploitation of DNA and protein sequence datasets as it is exemplified in the Website Tutorial, biosurfdb.org/tutorial.php.php
As a consequence, though the platform is proposed as an effort in tomato genomics, it can represent a useful tool also for other similar species, permitting the gene based exploitation of these precious and challenging datasets even by bioinformatics non –expert users.
They facilitate the exploitation of machine learning techniques to drive hypothesis from complex protein/peptide datasets, DNAs/RNAs datasets, small molecule datasets, and interaction datasets.
