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We also provide a number of additional results; for instance, we present a new time model suitable for reasoning about systems with a bounded number of unsynchronized clocks, we investigate connections with spatial reasoning and we present improved algorithms for deciding satisfiability of the tractable point algebras.
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For example, Gruber and Koszegi [3] developed a new time inconsistency model and argued that government policy should consider not only the externalities that smokers impose on others but also the internalities imposed by smokers on themselves.
Therefore, a new time series model based on Long Short-Term Memory (LSTM), was developed in this study as an alternative to computationally expensive physical models.
The New Working Time Model is demonstrated in Figure 3.
Figure 4 Two examples of workload analyses after the implementation of the New Working Time Model.
After six months, a formal evaluation was performed in order to validate the New Working Time Model.
The Heidelberg New Working Time Model provides a legal model, which, by avoiding rotating work shifts, assures quality of patient care and surgical training.
The most important finding for the design of the New Working Time Model was the discovery that two ORs were still utilized until 8 pm (Figure 1).
The 24-hour model was chosen as the most convenient model and its implementation was prepared as described in Methods. Figure 3 Heidelberg New Working Time Model (work days), implemented since October 2009.
To determine the current status of our clinic and to calculate the required manpower for the New Working Time Model, we analyzed the medical performance data of our hospital as well as every doctor's input and total time.
This work presents firstly, a new working time model, which allows continuous patient care, avoids many handovers and "shift-worker-mentality," and complies with the European Working Time Directive.
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