Sentence examples for representative partition from inspiring English sources

In this paper, the fixed-reference approach is used, whereby an initial reference partition is used as a common representative partition for all the ensemble partitions and remains unchanged throughout the aggregation process.

The voting-based aggregation problem is concerned with searching for an optimal relabeling for each partition V i with respect to representative partition U 0 (with k0 clusters) and for a central aggregated partition denoted as Ū that summarises the ensemble partitions.

Based on the three most important characteristics of smoking exposure (i.e. intensity, duration, time since cessation) as well as the cumulative pack-years, a representative partition of the risk surface was derived, composed of a number of typical smoking profiles that can be easily interpreted.

METIS, proposed by Karypis and Kumar in 1998 [18], is one of the representative partitioning algorithms that focuses on reducing the number of cross-partition edges via the edge-cut method.

In order to obtain representative partitions of the dataset compounds, a combined hierarchical and k-means clustering approach was applied.

Whilst comparing the different clusterings may provide some insights on how these changes on α could affect our results, we should emphasize again that comparison between representative partitions should not be over-interpreted.

In this work it is shown that by exploiting the plant characteristics and by using suitable metrics of the nonlinearity a representative one-dimensional partition space can be defined.

To illustrate the advantage of ShReD-based partitioning, we show that several substrate cycles identified in the ShReD modules and reported in the literature are not identified in modules generated using a representative connectivity-based partition metric.

However, performing iterative hierarchical clustering has been so far hampered by the intrinsic slowness of obtaining a representative set of partitions.

To be representative of all possible partitions, we suggest running at least 100 Monte Carlo random partitions for all folds, although this may be superfluous for some situations.

The results reveal that the Pareto optimal solutions are effective due to two thermal solutions out of the three representative solutions that are partitioned by k-means clustering.