Sentence examples for availability of datasets and from inspiring English sources

Urban data mining has been gaining traction in recent years due to the increasing availability of datasets, and to strategic decisions of many urban authorities to realize the vision of smart cities. Related to this work, a popular idea is to analyze activity in urban transportation systems to estimate commuter costs and propose data mining methods to reduce them [19 21].

The data volume describes the availability of dataset and the reliability of related logic results.

The taxonomic groups targeted for the baseline reported here were determined primarily by the accessibility of datasets and the availability of authors with appropriate expertise and willingness to contribute data.

Fortunately, with the significant number of studies based on gene expression profiling in the last decade and the availability of datasets for reanalyses and meta-analyses, the field of gene expression profiling has matured.

The lack of availability of datasets for training and validation is often a major problem.

Spatio-temporal data analysis has recently gained considerable attention from both the research and practitioner communities because of the increasing availability of datasets with prominent spatial and temporal data elements.

Although such modelling is not new, increased availability of datasets, improved computational power and use of new methods is opening up new possibilities [ 7].

In our opinion there are two main challenges that will determine the success of research on real-life cognition in terms of both quality and quantity of scientific output: the availability of adequate datasets and the development and evaluation of analysis methods capable of disentangling the complex mixture of reflections from multiple concurrent neural processes.

The value of these things is the result of the ingenuity, competence and (perhaps above all) hard work of human beings, not something that follows automatically from the mere presence and availability of datasets over the web in a form which permits their reuse.

The limitation of the study was the laboratory validation of the targets and availability of datasets in the TCGA.

12 In addition, the availability of datasets such as the Cancer Cell Line Encyclopaedia and a similar UK initiative might contribute to the faster progress of stratified medicine.