All the tasks of the same type are in the same cluster. Two tasks of type i and j are in the same cluster iff their types are compatible (αi,j≤1 and αj,i≤1). While minimizing the number of clusters is NP-hard (by an immediate reduction from Partition into cliques), any ...
For each value, we tracked the number of clusters formed (separately for all MOTUs and for those with 2 or more sequences), as well as the mean intra-MOTU and the mean inter-MOTU genetic distances (considering only the most abundant sequence per MOTU for the latter). The goal was to ...
Section 3 discusses the design and implementation of the tuner and how various features have been implemented. Section 4 discusses the impact the tuner has on software development. Section 5 evaluates the use of the tuner for a number of different applications, leading to the conclusions in ...
To investigate the relationship between enhancer sequence and phenotypes, we focus on the ZRS enhancer4. This enhancer regulates the expression ofShh(SHHin humans) in the posterior of the developing limb buds in a region known as the zone of polarizing activity (ZPA), and is crucial for limb...
In addition, it’s better to run Spark along with other data-centric applications that manage lifecycle of your data rather than running siloed clusters. This way, you can build an end-to-end lifecycle solution using single orchestrator and easily reproduce the stack in other Regions or even ...
12. The method of claim 1 further comprising determining optimal number of viewings for the media presentation as part of the optimizing. 13. The method of claim 1 wherein the media presentation includes an advertisement and wherein optimizing includes optimizing the media presentation for a mobil...
(n \log n)\), by treating clusters of faraway objects as single particles. Anoctree(opens in new tab)is used to subdivide the space, and when a certain threshold is met, an internal node may be treated as a point particle at its children’s center of mass, rather than recursing ...
Algorithms like theLouvain methodandInfoMapcan detect communities and denser clusters of users on the graph, which can then be used to detect communities and generate features that represent graph structure as a hierarchy. While these approaches can generate adequate results, the proble...
contribute to the final output. Steps 2–4 are repeated iteratively, adding new models to correct the errors of the previous models until the desired level of accuracy is achieved or the maximum number of iterations is reached. It starts with an initial model, f0(x), often a simple ...
some studies demonstrated that the type of metal cluster, used as secondary building unit in MOF synthesis, has a major impact on adsorption capability of the MOFs49,50,51. Metal clusters with mixed or higher valence have a key role on improving the acid-base interaction between thiophene cont...