The approach is a general one and can be applied to pattern classification, similarity determination, and knowledge discovery in time varying data patterns occurring in many practical sciences and engineering problems.
As well as the challenges in establishing the databank in accordance with Information Governance, a significant additional challenge lies in the widely varying data formats and systems in use, with differing semantic and technology architectures, and these can sometimes preclude the process of data acquisition.
In multinational studies, the issue is complicated by the effects of varying data protection laws and their interpretation in different countries.
The discrepancies in the performance of these classifiers were attributed in part to varying data complexity among the conditions, as measured to some degree by Fisher's discriminant ratio statistic.
In SLE patients, varying data for the prevalence of MC can be found as well.
Differences in ICU model performance between sites have been attributed to imperfect model generalisation and to differences in model performance arising from different interpretations of the model rules, varying data collection methods [ 23, 24], variations in case mix [ 25- 29] and organisational factors [ 30].
Fig. 4 Effect of varying data size on sanitization time with varying number of computing nodes in cluster (MaxFIA) Fig. 5 Effect of varying data size on sanitization time with varying number of computing nodes in cluster (SWA).
The limits of groups (gynaecologist visits per woman) vary by outcome due to different age-groups and varying lacking data in different analyses.
Our constructive theory does not provide a wave selection principle; however, by varying initial data in direct numerical simulations we were able to find solutions in excellent agreement with the theoretical predictions up to some maximal value of Δ.
Six updating methods have been defined, varying in data requirements and in the smallest spatial unit that can be updated.
