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Ideal requirements for diversity metrics applied to array-based selection are proposed, focusing, in particular, on the concept of incremental diversity, i.e., the change in diversity as redundant or nonredundant molecules are added to a compound collection or combinatorial library.
For instance, in [3], the concept of wireless network cocast (WNC) that employs wireless network coding is proposed to achieve aggregate transmission power and delay reduction while achieving incremental diversity in location-aware networks.
Fan and Li introduced thousands of original features and used incremental diversity algorithm to reduce them to 613 dimensions.
Fan and Li proposed a hybrid method using six different types of descriptors with incremental diversity algorithm as a feature selection procedure [ 24].
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This model uses a hybrid sampling method by considering both the clustering accuracy and clustering diversity and an incremental learning and resample scheme is also set to optimize the parameters of the correlations of the variables.
Instead of waiting to be in the position that larger tech companies are in now — investing heavily in diversity to achieve only incremental change — startups should leverage the inherent advantage of their youth and begin focusing on diversity today.
The impact of variability on the incremental cost-utility ratio arising from diversity and heterogeneity in the patient population will be examined in subgroup analyses.
Therefore, in this paper, a new contribution diversity (CD) is designed and incremental learning (IL) is introduced.
"Despite incremental progress, there remains a lack of diversity in the ranks of the management of baseball," Clark wrote in the proposal.
Although individual studios, unions and professional organizations have spearheaded pipeline-diversity initiatives, progress has been incremental at best.
For each incremental increase of adjacent upstream 3' sequence, alignments and trees produced greater diversity and longer branching patterns, which correlated with the increased diversity seen in the 5' coding regions of the vsps.
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