When the experimental data and the inferences of the models are compared, the fuzzy-genetic model yielded results in a more successful range by which behaviours can be defined than the multi layered artificial neural network and fuzzy logic models.
The multi-modal road detection and segmentation algorithm [18] is proposed based on monocular images and HD (high definition) multi-layer lidar data (3D point cloud).
For each, extensive video data was collected in addition to other multi-layered data (such as student interviews and student artifacts).
This is not the first system of its kind, but Pew says the speed of the intelligent analysis to which the multi-layered data is subjected takes the approach to a new level.
First, video recorded from multiple vantage points/perspectives, and in combination with a rich set of multi-layered data provides analytical perspectives that can be captured in no other way.
These research objectives require a project utilising a multi-method [ 56] multi-level [ 57] approach incorporating multi-layered data [ 58].
This workflow thus, facilitates the researcher to access multi-layered data for the gene/protein of interest.
Software platforms for multi-layered data mapping of environmental and social factors, e.g. geographic information systems as envisaged for HBM data platforms, are key tools to map data onto spatial or temporal grids both in environmental research and epidemiology.
Although general data integration algorithms enable merging of multi-layered data in an efficient way, they do not yield optimal results as they omit the nature of biological relationship between methylation and expression.
Recently, the emerging data generation of genomic data has provided unprecedented opportunities to investigate the global view of complex mechanisms between multi-layers of genomic data.
However, the limitation of previous work was that we integrated with multi-layers of genomic data without considering of inter-relationship information between genomic features.
