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If you think about most practical data problems, they often concern reverse causation.
In our solution, the basic building block is a simplicial complex-the most practical data structure able to accommodate the variety of topologies that can arise.
Unfortunately chemical process data (as in the case of most practical data) usually possess multiscale characteristics, meaning that they contain features and noise that occur at varying contributions over time and frequency.
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So far, gene-set pathway enrichment analyses have been probably the most practical and successful data mining approaches to explore underlying molecular causes of complex diseases (45).
The most practical source of data to evaluate neonatal resuscitation performance is the documentation by health professionals in the medical chart about the baby's condition and the care provided during resuscitation.
A postal approach was chosen as the most appropriate and practical data collection method, given the large size of the study population and robust postal research methodologies with bereaved relatives developed in the UK.
However, the grid-state training data points are not always available because most practical applications only obtain random training data points.
Author response: Beside filtering of the randomly variable probe sets in noisy data the most practical application is combination of the consecutive sampling analysis and coincidence testing applied to evaluation of the observed differences between experiment and control arrays.
Although the data obtained was based on subjective experiences, self-reporting is the most practical way to obtain information on symptom reporting in large-scale population-based studies.
In most practical systems (e.g., WiFi, WiMAX), data is transmitted in bursts, and each burst is appended with a preamble that contains known training sequences to facilitate the initial synchronization and channel estimation.
StarGuides Plus represents the most comprehensive and accurately validated collection of practical data on organizations involved in astronomy, related space sciences and other related fields.
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CEO of Professional Science Editing for Scientists @ prosciediting.com