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Finally, we demonstrate the significant improvement provided by our techniques over myopic approaches and two other multi-stage approaches from literature (Approximate Dynamic Programming and Hybrid Multi-Stage Stochastic optimization formulation) on three real world taxi data sets.
Previous studies to tackle this problem include multi-stage approaches and point-data-based 3-dimensional geostatistical approaches.
A single-step method was proposed as an alternative to multi-stage approaches [ 13- 15].
We propose a multi-stage approach.
The study used a multi-stage approach in the development of the Justice-Vengeance Scale.
Sonderman, J. et al. A multi-stage approach to maximizing geocoding success in a large poulation-based cohort study through automated and interactive processes.
A multi-stage approach to innovation is applied to the firm level data from the fourth Community Innovation Survey (CIS4), covering some 90,000 firms.
In this paper, an adaptive multi-stage approach is presented that can be considered as an extension of Stein's concept.
In this paper, a multi-stage approach is presented to analyze the impact of remanufacturing of safety critical systems on the performance of industrial operations in terms of total cost and carbon footprint.
We present a multi-stage approach to overcome this drawback, which bases on process decomposition in different levels, combined with an efficient screening of promising materials and process design variants by means of shortcut methods.
One disadvantage of a multi-stage approach — for example, first fitting splines to the data for sampled profiles, then imputing new data for the target interval, before considering a spatial analysis with the imputed data — is that the imputation generally ignores any uncertainty in the imputed data, which might give misleading conclusions.
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