Sentence examples for complex to infer from inspiring English sources

This sub-challenge consisted of inferring directed networks, however, with the static nature of the provided training data, we believe that it is very complex to infer directionality or similarly causal relationships, and therefore we focused on the estimation of undirected networks which motivated the selection of our approach to tackle the problem.

22 Although it is complex to infer areas for prioritization based on attack rates, those communities that had the highest cumulative attack rates in the previous year should not be prioritized for vaccination.

Taking advantage of the existing genomic resources for domesticated rice [ 28, 29], we use genome-wide patterns of DNA sequence variation in a broad sample of the Oryza crop-wild complex, to infer the origin and demographic history of U.S. weedy rice.

We identified genes whose regulation obeys triplet logic functions, and mapped these genes to distinct, multi-subunit complexes to infer coordinated regulation between the complexes.

There are many algorithms that try to make use of protein complex data to infer protein functions [ 7, 32].

These findings further suggest that the brain is capable of performing complex computations to infer eye movements and discount their sensory consequences based solely on visual cues.

Clustering is perhaps the most common approach for global network analysis, and is frequently applied to uncover functional modules and protein complexes, and to infer protein function (Bader and Hogue, 2003; Hartwell et al., 1999; Pereira-Leal et al., 2004; Rives and Galitski, 2003; Spirin and Mirny, 2003).

A substantial amount of effort has gone into reconstructing the natural history of the complex, in part to infer the context in which functional divergence among the species has arisen.

Due to the high number of genes involved in these networks, activating or suppressing feedback loops, the dynamics of their interactions is very complex and difficult to infer.

Although simple pairwise relationship has been used to describe complex forms of microbial interactions, advanced techniques are still required to infer complex microbial networks.

Given that estimates for the length of sequence bound or recognized by pure PTB vary so widely and that there is a strong concentration-dependent ability to form large complexes, it is impossible to infer the nature of the repressor complexes from the properties of the pure protein.