Andrews et al. have therefore shown in [9] how time parameters of their algorithm can be set shorter than the actual time-window of interest to alleviate this issue.
Second, the definition of an episode is more refined, since it is based on the actual pattern of claims rather than a fixed time window, thereby allowing actual care rendered to drive episode duration and thereby capture the appropriate costs.
For our actual experimental data, we found that using a time window of at least 750 ms and time bins with widths between 250 and 500 ms yields similar optimal performances for the test data sets prediction.
Although the presence in cord blood indicates that PFOS is transferred across the placenta to the fetus (Vesterholm et al. 2014), little is known about actual exposure level of the fetus, and we propose that measurement in amniotic fluid is the closest we can get to actual measurement of fetal exposure at the relevant time window of exposure (Jensen et al. 2012).
Open image in new window Fig. 2 Deviations planned time minus actual time (minutes on the vertical axis, negative value means delay) in Bro for shuttle train going north Open image in new window Fig. 3 Deviations planned time minus actual time (minutes on the vertical axis, negative value means delay) in Helsingborg for shuttle train going south.
The cable resistance issue analyzed by Scheuer and Yariv is a good example for that because the eavesdropper has insufficient time window to build a sufficient statistics and the actual information leak can be designed.
Terms generally include the following items: calling ports, calling sequence, cargo freight, cargo time window (lay can), allowable cargo handling time (lay days), dispatch count if actual days are less than lay days, and demurrage count if more.
We chose a seven day time window to maximise specificity even if it is known to underestimate the actual burden of stent thrombosis in terms of cardiac fatalities.
A known limitation of using drug-dispensing data is that it does not confirm the actual use of the drug under study and does not provide information on the precise time window of drug use.
In each time window, the one- step prediction training procedure of ELM is used to fit the actual phase series.
