Better design methods can help, better specification techniques can help, better programming languages can help, better testing technologies can help, better operating systems can help, better middle-ware infrastructures can help, better understanding of application domains can help, better understanding of data structures and algorithms can help–and so on.
Standards for descriptive and structural metadata will help establish a common framework for understanding data and data structures to address the heterogeneity of datasets".
As such, understanding what data structures can and cannot compute efficiently is a fundamental question in both theory and practice.
Understanding GIS data structures, the capability of GIS to manipulate spatial data, and the basic needs of planners will ultimately make communication among professionals clearer, and perhaps enable work processes to function more efficiently.
But the ability to build an understanding of data structures could theoretically extend to other mediums.
But the ability to build an understanding of data structures could theoretically extend to other mediums.
Understanding the data structure of these terpenoid enzyme subfamilies is important for annotation of similar organic compounds [ 20].
Finally, quality metrics themselves will continue to improve as the field's understanding of data structure, experimental artifacts, and the underlying biology all become more sophisticated.
Path models allow a deeper understanding of data structure than traditional multiple regression approaches, as they permit identification of both direct effects between indicator and response variables and indirect effects that act through mediating variables.
The outstanding advantage of PLS-DA is that the main sources of variability in the dataset are modeled by the so-called latent variables (LVs), therefore, in the associated scores and loadings, making easy the visualization and understanding of data structure and relations in the dataset.
CD-HIT helps to significantly reduce the computational and manual efforts in many sequence analysis tasks and aids in understanding the data structure and correct the bias within a dataset), CAP3 (a DNA sequence assembly program), cross_match (this tool uses cross_match to mask vector/adapter sequences and optimally trim vector sequence and/or polyA/T trail.
