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If the performance is on par with the supervised methods, then we can benefit from unsupervised technique to leverage the performance of the supervised methods.
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There, he led the successful effort by Terry McAuliffe to use advanced, data-driven targeting techniques to leverage shifting demographics in Virginia for the most possible votes.
This article is the first one to examine the CC algorithm for protein function prediction using semi-supervised learning and multi-label learning techniques to leverage the unlabeled portion of the data and label correlation information in the partially-labeled PPI network, which only has limited number of annotations.
Semi-supervised learning techniques try to leverage the intrinsic information in unlabeled instances to improve classification models.
This paper describes techniques used to leverage high-performance legacy codes as CORBA components to a distributed problem-solving environment.
This review provides a detailed comparison of current human variant resources, including HGMD, OMIM, ClinVar, and UniProt/Swiss-Prot, followed by an overview of the computational methods and techniques used to leverage the available data to predict novel deleterious variants.
To facilitate the generation of such reporter constructs from C. elegans fosmid clones we [ 5, 6], and others [ 7- 9], have developed tools and techniques designed to leverage the power of recombineering.
The key for our power saving technique is therefore to leverage users context, behaviors, and habits to predict the running applications and improve upon the default energy management policies of the OS.
Also, Hinkelmann et al.'s (2011) note that the algebraic techniques they seek to leverage sometimes have serious weakness of their own, such as an inability to scale to realistic model sizes.
How to leverage the ABC technique to further to optimize the energy consumption will be further considered in the future.
In this contribution, we tried to leverage the geohash technique to label and efficiently retrieve Cassandra stored rows within a user defined area of interest.
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CEO of Professional Science Editing for Scientists @ prosciediting.com